[2025-10-13T17:09:02.737274] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-10-13T17:09:02.931978] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-10-13T17:09:03.116967] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-10-13T17:09:03.297540] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-10-13T17:09:03.298066] [WARN ] [STATE     ] State set to: WAITING
[2025-10-13T17:09:03.298154] [INFO ] [STATE     ] Checking TDM service status...
[2025-10-13T17:09:03.307111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:03.311918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:03.316002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:03.320138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:03.320228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:06.326087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:06.330167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:06.334770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:06.339971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:06.340145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:09.346246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:09.358001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:09.363136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:09.367731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:09.367844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:12.374335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:12.378170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:12.382022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:12.386952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:12.387122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:15.392793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:15.396496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:15.400096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:15.403683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:15.403766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:18.409898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:18.414364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:18.419123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:18.423470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:18.423586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:21.429422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:21.433355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:21.436917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:21.440384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:21.440465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:24.449325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:24.454365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:24.458605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:24.462691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:24.462775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:27.469579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:27.473376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:27.477262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:27.481235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:27.481332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:30.489421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:30.494457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:30.498923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:30.503491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:30.503573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:33.509759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:33.514262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:33.519115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:33.523425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:33.523534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:36.529920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:36.534021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:36.539793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:36.544362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:36.544448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:39.550636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:39.556504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:39.561484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:39.566759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:39.566939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:42.574694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:42.579105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:42.583999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:42.588469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:42.588610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:45.594545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:45.598498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:45.601971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:45.606165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:45.606302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:48.611817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:48.615484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:48.619086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:48.624061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:48.624200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:51.629777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:51.633819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:51.637426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:51.642211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:51.642362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:54.648159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:54.652157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:54.655583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:54.659016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:54.659100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:09:57.665817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:09:57.670249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:09:57.674353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:09:57.678358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:09:57.678476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:00.684524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:00.688190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:00.691988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:00.695597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:00.695708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:03.701705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:03.706454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:03.710624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:03.714842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:03.714947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:06.721476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:06.725680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:06.729540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:06.733279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:06.733375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:09.741589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:09.746486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:09.752150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:09.757411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:09.757610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:12.763733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:12.767496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:12.771854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:12.775468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:12.775564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:15.781219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:15.785006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:15.788596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:15.792227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:15.792322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:18.799712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:18.804320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:18.809225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:18.813348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:18.813450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:21.819337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:21.824221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:21.828566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:21.832464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:21.832569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:24.838157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:24.842343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:24.846554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:24.850420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:24.850522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:27.855831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:27.859846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:27.863529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:27.867122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:27.867210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:30.872729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:30.876598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:30.880605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:30.884400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:30.884483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:33.890427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:33.894427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:33.898521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:33.902452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:33.902571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:36.908492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:36.913056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:36.916857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:36.920916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:36.920995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:39.929277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:39.935427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:39.941732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:39.948659] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:39.948855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:42.955048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:42.958787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:42.963021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:42.967110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:42.967234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:45.973320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:45.977323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:45.980798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:45.984212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:45.984312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:48.989452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:48.993224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:48.996945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:49.000384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:49.000476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:52.007325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:52.011180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:52.014611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:52.018075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:52.018159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:55.023509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:55.028171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:55.031682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:55.035216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:55.035299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:10:58.040535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:10:58.044462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:10:58.047939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:10:58.051301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:10:58.051383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:01.058201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:01.063840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:01.068849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:01.074237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:01.074380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:04.079583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:04.083588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:04.087513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:04.091225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:04.091319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:07.098484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:07.103409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:07.107237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:07.111065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:07.111168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:10.116224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:10.119919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:10.123266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:10.126686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:10.126767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:13.132232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:13.136215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:13.140011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:13.143949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:13.144061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:16.149502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:16.153472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:16.157284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:16.161002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:16.161095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:19.166294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:19.172272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:19.177421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:19.181481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:19.181574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:22.187500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:22.191235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:22.195116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:22.199202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:22.199296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:25.204736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:25.208891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:25.212594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:25.216283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:25.216372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:28.224302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:28.228997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:28.232729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:28.236234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:28.236317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:31.241970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:31.246184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:31.250147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:31.254727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:31.254866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:34.260472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:34.264366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:34.268180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:34.272011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:34.272114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:37.277078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:37.280864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:37.284340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:37.288033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:37.288125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:40.293382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:40.297283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:40.300995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:40.304501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:40.304590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:43.310746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:43.314798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:43.318906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:43.323103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:43.323221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:46.329807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:46.335135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:46.339437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:46.343879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:46.343991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:49.351613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:49.356892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:49.362196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:49.367979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:49.368154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:52.373969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:52.377514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:52.381923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:52.385749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:52.385872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:55.392060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:55.396044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:55.400250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:55.404122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:55.404210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:11:58.410915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:11:58.414704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:11:58.418149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:11:58.421538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:11:58.421633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:01.429485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:01.434768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:01.439782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:01.444841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:01.445005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:04.450315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:04.454560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:04.458757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:04.462867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:04.462989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:07.468718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:07.472976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:07.477266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:07.481428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:07.481535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:10.487182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:10.491294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:10.495173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:10.498741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:10.498825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:13.504738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:13.509222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:13.513818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:13.518508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:13.518694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:16.525011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:16.528842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:16.532624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:16.536238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:16.536360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:19.542770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:19.547003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:19.550948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:19.556288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:19.556462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:22.562257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:22.566219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:22.570167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:22.574444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:22.574578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:25.580139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:25.585139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:25.593519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:25.598141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:25.598239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:28.606370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:28.611152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:28.615451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:28.620216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:28.620355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:31.625155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:31.628850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:31.632447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:31.636007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:31.636098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:34.641727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:34.645488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:34.649506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:34.653239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:34.653333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:37.661228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:37.665772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:37.670186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:37.674709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:37.674838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:40.681412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:40.686435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:40.692067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:40.697890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:40.698049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:43.703256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:43.707190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:43.710832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:43.714313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:43.714399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:46.720425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:46.724888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:46.728548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:46.731955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:46.732039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:49.737563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:49.741471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:49.745019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:49.748974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:49.749055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:52.754447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:52.760290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:52.764958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:52.768908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:52.768997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:55.774453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:55.778352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:55.781935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:55.785388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:55.785471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:12:58.791467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:12:58.796241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:12:58.800146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:12:58.803900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:12:58.804002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:01.811439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:01.816532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:01.820925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:01.825453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:01.825541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:04.830848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:04.836292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:04.841673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:04.847036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:04.847203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:07.853929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:07.859305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:07.864024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:07.868674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:07.868770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:10.874459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:10.878826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:10.883336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:10.887990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:10.888091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:13.894017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:13.899159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:13.903585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:13.907578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:13.907722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:16.913302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:16.916954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:16.920571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:16.924271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:16.924363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:19.929814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:19.933657] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:19.937186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:19.943080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:19.943247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:22.948381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:22.952114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:22.955485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:22.959106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:22.959186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:25.964349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:25.968727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:25.972374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:25.975927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:25.976016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:28.982699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:28.988036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:28.992210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:28.996431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:28.996530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:32.002886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:32.007674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:32.013428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:32.017028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:32.017112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:35.023873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:35.028203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:35.032068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:35.036572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:35.036679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:38.043163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:38.048873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:38.054054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:38.058485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:38.058617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:41.064287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:41.067913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:41.071587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:41.075613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:41.075744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:44.083837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:44.089582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:44.094826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:44.099634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:44.099766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:47.105977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:47.109769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:47.114271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:47.118372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:47.118463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:50.123613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:50.127342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:50.131155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:50.134599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:50.134701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:53.140441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:53.144426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:53.149386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:53.154135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:53.154263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:56.160882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:56.164597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:56.168551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:56.172385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:56.172471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:13:59.181344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:13:59.185971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:13:59.190115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:13:59.193937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:13:59.194045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:02.200184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:02.204896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:02.210797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:02.215264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:02.215375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:05.220558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:05.224083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:05.227565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:05.231528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:05.231613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:08.236148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:08.240638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:08.244639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:08.267318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:08.267560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:11.273173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:11.277464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:11.281756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:11.285973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:11.286085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:14.291548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:14.295567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:14.299233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:14.303662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:14.303799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:17.313349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:17.319029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:17.325312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:17.331797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:17.331948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:20.338782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:20.343483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:20.348036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:20.352011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:20.352139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:23.358175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:23.363144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:23.368059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:23.372856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:23.372973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:26.381375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:26.388895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:26.397241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:26.402967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:26.403095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:29.407946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:29.412326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:29.416322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:29.420987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:29.421134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:32.426110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:32.430833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:32.435197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:32.439620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:32.439832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:35.446813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:35.454821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:35.460944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:35.466513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:35.466681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:38.471557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:38.477688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:38.487731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:38.492716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:38.492818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:41.498382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:41.502807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:41.506279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:41.509982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:41.510068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:44.515809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:44.521134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:44.525335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:44.530268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:44.530365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:47.534990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:47.539515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:47.543623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:47.547399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:47.547485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:50.552206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:50.556214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:50.560289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:50.564809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:50.564924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:53.570466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:53.575369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:53.579388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:53.583526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:53.583670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:56.591550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:56.596586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:56.602014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:56.606321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:56.606512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:14:59.612851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:14:59.618059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:14:59.622893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:14:59.627260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:14:59.627364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:02.633249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:02.637482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:02.641470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:02.645694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:02.645830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:05.651506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:05.656443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:05.661056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:05.664453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:05.664537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:08.669871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:08.674499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:08.679038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:08.684470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:08.684585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:11.690158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:11.695203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:11.699830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:11.704581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:11.704737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:14.711140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:14.715022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:14.718535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:14.721898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:14.721978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:17.727330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:17.731586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:17.735298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:17.738933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:17.739010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:20.745285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:20.749171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:20.752817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:20.756621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:20.756720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:23.762464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:23.766769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:23.771361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:23.776445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:23.776580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:26.783637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:26.788739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:26.793678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:26.798562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:26.798715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:29.803637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:29.807817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:29.816816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:29.820796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:29.820894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:32.826754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:32.832043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:32.835880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:32.841099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:32.841237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:35.846391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:35.850031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:35.853746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:35.857272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:35.857365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:38.872273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:38.878151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:38.882716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:38.886548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:38.886629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:41.891308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:41.895411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:41.899383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:41.903124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:41.903209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:44.908802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:44.913540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:44.918254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:44.922363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:44.922463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:47.927849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:47.932356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:47.936502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:47.940263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:47.940378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:50.946084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:50.951920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:50.956852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:50.960747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:50.960851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:53.967749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:53.972970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:53.977696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:53.981759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:53.981870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:15:56.988639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:15:56.992850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:15:56.997869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:15:57.001722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:15:57.001807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:00.007744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:00.012922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:00.017571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:00.022136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:00.022236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:03.028678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:03.033881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:03.038587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:03.043400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:03.043518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:06.048940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:06.054271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:06.059008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:06.063595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:06.063748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:09.253541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:09.258836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:09.263223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:09.288246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:09.288360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:12.298483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:12.306557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:12.312972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:12.321053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:12.321256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:15.326833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:15.330609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:15.334811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:15.339847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:15.339959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:18.347354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:18.351974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:18.356542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:18.361106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:18.361220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:21.367678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:21.373053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:21.379463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:21.384629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:21.384783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:24.392439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:24.397707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:24.401802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:24.406873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:24.407030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:27.413215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:27.418069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:27.422862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:27.427074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:27.427181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:30.433863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:30.438914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:30.443896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:30.449047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:30.449240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:33.454162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:33.458584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:33.463399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:33.468992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:33.469100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:36.473511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:36.477771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:36.482238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:36.486875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:36.486998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:39.497345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:39.502583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:39.507471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:39.511797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:39.511955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:42.517748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:42.522484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:42.526899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:42.530967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:42.531066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:45.535584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:45.540069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:45.543802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:45.547378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:45.547472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:48.553770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:48.559253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:48.564689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:48.569563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:48.569851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:51.575393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:51.579353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:51.583025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:51.587032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:51.587135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:54.592796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:54.598966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:54.604345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:54.608950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:54.609064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:16:57.616031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:16:57.621448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:16:57.626253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:16:57.630488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:16:57.630573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:00.634908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:00.639158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:00.643473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:00.647226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:00.647323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:03.654569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:03.660122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:03.664542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:03.668169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:03.668255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:06.672943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:06.677326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:06.682412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:06.686532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:06.686664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:09.691101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:09.695188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:09.700872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:09.705263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:09.705385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:12.709966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:12.714828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:12.719972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:12.725452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:12.725606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:15.730631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:15.736243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:15.741026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:15.745349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:15.745477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:18.751192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:18.755923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:18.761001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:18.764706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:18.764803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:21.771531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:21.776469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:21.781300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:21.785182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:21.785273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:24.791913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:24.796262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:24.800110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:24.804389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:24.804476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:27.810812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:27.815395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:27.819343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:27.823132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:27.823221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:30.831898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:30.835984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:30.839915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:30.844236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:30.844411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:33.850806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:33.855757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:33.860443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:33.865875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:33.865979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:36.872179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:36.876777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:36.881596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:36.885961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:36.886065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:39.892206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:39.897200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:39.902193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:39.905921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:39.906010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:42.913190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:42.918952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:42.924751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:42.929400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:42.929499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:45.936014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:45.941695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:45.947136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:45.951379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:45.951473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:48.956748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:48.960701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:48.964559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:48.968475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:48.968577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:51.974272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:51.979301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:51.982991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:51.987597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:51.987713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:54.994418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:55.000233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:55.005280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:55.010027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:55.010203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:17:58.015065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:17:58.019126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:17:58.023123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:17:58.027112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:17:58.027217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:01.033413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:01.039862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:01.045014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:01.049704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:01.049854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:04.058481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:04.063864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:04.068393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:04.072399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:04.072483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:07.077571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:07.082115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:07.086590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:07.090496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:07.090583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:10.099688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:10.214932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:10.220897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:10.226087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:10.226274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:13.232260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:13.237188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:13.241999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:13.246059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:13.246153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:16.251718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:16.256100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:16.260319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:16.264391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:16.264495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:19.269692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:19.274487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:19.279297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:19.283939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:19.284043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:22.288883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:22.292609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:22.296311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:22.299947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:22.300029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:25.307325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:25.311523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:25.316944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:25.321223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:25.321345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:28.326095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:28.330955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:28.335671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:28.340927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:28.341047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:31.347412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:31.353159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:31.358508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:31.364081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:31.364201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:34.371827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:34.375693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:34.380181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:34.384924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:34.385017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:37.391300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:37.396403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:37.400830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:37.405164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:37.405281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:40.415241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:40.422105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:40.428076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:40.432935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:40.433077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:43.438077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:43.442331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:43.446611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:43.451340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:43.451447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:46.456294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:46.460065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:46.463696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:46.467263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:46.467341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:49.472702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:49.476972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:49.480433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:49.484000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:49.484089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:52.489263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:52.493285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:52.497841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:52.502378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:52.502491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:55.508864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:55.515059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:55.520302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:55.524480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:55.524568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:18:58.529178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:18:58.533748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:18:58.538994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:18:58.543436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:18:58.543517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:01.550316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:01.555851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:01.562512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:01.567733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:01.567858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:04.574051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:04.578103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:04.583254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:04.587726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:04.587834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:07.595047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:07.602069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:07.608915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:07.613866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:07.614101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:10.620243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:10.624948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:10.629794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:10.634205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:10.634293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:13.639529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:13.644101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:13.649519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:13.654167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:13.654284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:16.658970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:16.664269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:16.668835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:16.673242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:16.673325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:19.679976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:19.684623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:19.689340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:19.695739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:19.695939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:22.702584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:22.708258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:22.713874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:22.718595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:22.718745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:25.724551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:25.729300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:25.733752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:25.737355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:25.737441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:28.741920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:28.746193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:28.752014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:28.756536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:28.756623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:31.761881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:31.765780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:31.770531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:31.774949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:31.775070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:34.780172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:34.785718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:34.790230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:34.796314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:34.796491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:37.801621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:37.806201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:37.811553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:37.816027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:37.816143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:40.823782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:40.829380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:40.834007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:40.838064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:40.838197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:43.845352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:43.851498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:43.857153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:43.861638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:43.861860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:46.868706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:46.873146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:46.877204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:46.881259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:46.881348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:49.887876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:49.892887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:49.897406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:49.906544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:49.906754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:52.918636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:52.925262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:52.930035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:52.935080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:52.935192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:55.940624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:55.945236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:55.949232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:55.953677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:55.953764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:19:58.961113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:19:58.965966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:19:58.970338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:19:58.975258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:19:58.975427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:01.981788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:01.987993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:01.994242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:01.999928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:02.000104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:05.038288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:05.043961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:05.048472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:05.052722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:05.052839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:08.057999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:08.062690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:08.067703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:08.072357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:08.072482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:11.076890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:11.081382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:11.383035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:11.386837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:11.386920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:14.393197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:14.397603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:14.401084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:14.405418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:14.405572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:17.411449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:17.415485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:17.419843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:17.423635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:17.423768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:20.430096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:20.434680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:20.439864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:20.444321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:20.444448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:23.449876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:23.453947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:23.457922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:23.462226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:23.462315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:26.472016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:26.477061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:26.481574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:26.485863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:26.485952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:29.493952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:29.500101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:29.504694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:29.508442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:29.508556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:32.514422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:32.518298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:32.522980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:32.526994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:32.527081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:35.532639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:35.536526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:35.540608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:35.544591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:35.544706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:38.550804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:38.557576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:38.562858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:38.567174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:38.567287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:41.572854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:41.577217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:41.581181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:41.584620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:41.584724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:44.590084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:44.594279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:44.598590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:44.602831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:44.602942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:47.609718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:47.614102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:47.618020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:47.622447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:47.622535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:50.628395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:50.633636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:50.637871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:50.641409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:50.641490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:53.647617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:53.652181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:53.655861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:53.659743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:53.659826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:56.665293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:56.669969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:56.674846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:56.678572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:56.678687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:20:59.684868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:20:59.689569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:20:59.693511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:20:59.699100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:20:59.699334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:02.704987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:02.709804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:02.715523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:02.720508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:02.720625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:05.724897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:05.728517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:05.732186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:05.736389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:05.736480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:08.741542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:08.745301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:08.749670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:08.753569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:08.753684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:11.760236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:11.765673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:11.771044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:11.776170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:11.776307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:14.781740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:14.786067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:14.790673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:14.794558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:14.794666] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:17.801257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:17.805433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:17.809485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:17.813947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:17.814096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:20.819576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:20.824209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:20.828441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:20.832677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:20.832789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:23.839141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:23.844693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:23.849979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:23.855985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:23.856176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:26.862537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:26.867321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:26.871686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:26.875322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:26.875405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:29.879608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:29.883424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:29.887127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:29.890863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:29.890948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:32.895177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:32.899218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:32.903148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:32.906767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:32.906851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:35.913349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:35.919304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:35.923167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:35.927637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:35.927813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:38.936276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:38.942527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:38.947973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:38.953287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:38.953405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:41.959542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:41.965846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:41.970230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:41.973987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:41.974070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:44.979877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:44.984752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:44.989882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:44.993723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:44.993805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:48.000363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:48.004890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:48.008803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:48.012883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:48.012974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:51.018485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:51.024035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:51.029490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:51.035139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:51.035259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:54.040523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:54.044967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:54.049197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:54.053202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:54.053332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:21:57.058608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:21:57.062962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:21:57.067107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:21:57.071805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:21:57.071899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:00.077943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:00.082427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:00.089718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:00.094114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:00.094210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:03.098397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:03.101986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:03.105888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:03.109501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:03.109593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:06.114478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:06.119073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:06.123478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:06.127197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:06.127287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:09.134558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:09.139082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:09.142747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:09.146366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:09.146460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:12.244193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:12.279329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:12.314409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:12.318879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:12.319020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:15.324514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:15.328153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:15.332426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:15.335953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:15.336033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:18.342490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:18.347617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:18.352421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:18.356484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:18.356587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:21.362489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:21.366773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:21.370725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:21.374397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:21.374497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:24.380437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:24.385354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:24.390147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:24.395395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:24.395528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:27.401176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:27.407330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:27.411939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:27.415703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:27.415791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:30.422040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:30.426769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:30.431324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:30.435252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:30.435338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:33.440470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:33.444426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:33.448357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:33.452186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:33.452298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:36.458167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:36.462526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:36.466727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:36.470527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:36.470617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:39.475969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:39.479634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:39.483269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:39.487581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:39.487720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:42.492609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:42.497316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:42.501851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:42.505466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:42.505573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:45.510786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:45.514925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:45.518768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:45.522393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:45.522486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:48.528384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:48.534512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:48.539975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:48.544991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:48.545099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:51.552596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:51.558117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:51.563348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:51.568528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:51.568782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:54.573138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:54.577375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:54.582139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:54.588239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:54.588416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:22:57.593154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:22:57.597430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:22:57.602683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:22:57.606810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:22:57.606905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:00.612159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:00.616318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:00.620265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:00.623703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:00.623785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:03.628546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:03.663359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:03.702408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:03.706738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:03.706829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:06.711247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:06.715440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:06.719693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:06.723720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:06.723804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:09.730306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:09.735083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:09.739974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:09.743966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:09.744054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:12.749615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:12.754794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:12.760154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:12.765947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:12.766111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:15.773045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:15.779820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:15.784895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:15.789706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:15.789835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:18.794284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:18.798464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:18.802536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:18.806839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:18.806949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:21.813265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:21.817692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:21.822857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:21.827787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:21.827971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:24.833578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:24.837306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:24.841123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:24.846392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:24.846476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:27.853378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:27.859244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:27.864559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:27.869038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:27.869157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:30.876423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:30.881609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:30.885511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:30.891808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:30.892026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:33.897800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:33.902030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:33.905633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:33.909495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:33.909633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:36.915292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:36.920267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:36.924997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:36.928987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:36.929088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:39.934957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:39.939250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:39.944435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:39.949399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:39.949538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:42.955984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:42.961981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:42.968177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:42.972868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:42.972956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:45.979221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:45.984151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:45.988725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:45.993948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:45.994105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:49.001465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:49.008868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:49.014279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:49.019533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:49.019713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:52.024874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:52.028988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:52.032622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:52.036405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:52.036513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:55.041279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:55.045091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:55.050899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:55.055371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:55.055452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:23:58.060229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:23:58.064414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:23:58.068396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:23:58.072401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:23:58.072509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:01.079228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:01.083719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:01.087590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:01.093426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:01.093625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:04.099678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:04.104954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:04.109346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:04.113233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:04.113488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:07.119249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:07.123473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:07.127431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:07.131270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:07.131365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:10.136993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:10.141151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:10.144825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:10.152125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:10.152227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:13.456314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:13.490904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:13.526806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:13.531718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:13.531841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:16.539599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:16.545951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:16.550135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:16.553570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:16.553708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:19.561973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:19.567768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:19.573134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:19.578045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:19.578140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:22.584455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:22.590455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:22.595109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:22.600207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:22.600326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:25.608814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:25.614048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:25.619292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:25.623416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:25.623960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:28.629706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:28.634012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:28.642888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:28.648132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:28.648244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:31.654223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:31.659725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:31.663926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:31.669153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:31.669310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:34.674483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:34.678855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:34.684029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:34.688314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:34.688430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:37.693393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:37.697614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:37.701897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:37.706233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:37.706362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:40.711904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:40.717173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:40.721597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:40.726349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:40.726585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:43.733603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:43.739451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:43.744689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:43.749848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:43.749983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:46.755556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:46.759956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:46.763711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:46.767801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:46.767891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:49.773362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:49.777263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:49.781774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:49.786219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:49.786327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:52.792433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:52.796271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:52.801358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:52.805838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:52.805922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:55.815391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:55.820847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:55.825086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:55.829372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:55.829486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:24:58.835614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:24:58.840162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:24:58.844709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:24:58.849913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:24:58.850207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:01.858090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:01.862479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:01.867478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:01.872101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:01.872209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:04.878445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:04.884809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:04.889521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:04.894110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:04.894242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:07.904188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:07.909064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:07.914234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:07.921278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:07.921435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:10.927414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:10.940287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:10.944893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:10.949870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:10.950161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:13.958114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:13.964297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:13.969986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:13.974876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:13.975006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:16.980608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:16.984556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:16.988120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:16.993122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:16.993215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:19.997175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:20.004194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:20.010469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:20.016260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:20.016392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:23.021014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:23.026046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:23.030423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:23.034866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:23.034985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:26.039387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:26.043978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:26.047923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:26.051750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:26.051841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:29.056274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:29.060057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:29.063606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:29.067023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:29.067110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:32.072500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:32.077506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:32.081680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:32.085232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:32.085311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:35.090404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:35.094545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:35.098174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:35.101944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:35.102030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:38.108337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:38.112566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:38.116467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:38.120453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:38.120546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:41.124988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:41.129699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:41.134853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:41.139263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:41.139375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:44.145509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:44.150259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:44.155833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:44.160928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:44.161053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:47.166165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:47.170054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:47.173557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:47.177048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:47.177139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:50.181605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:50.186346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:50.191219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:50.196000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:50.196102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:53.202107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:53.206390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:53.210438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:53.214117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:53.214200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:56.222127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:56.226037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:56.229486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:56.233683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:56.233795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:25:59.239755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:25:59.245218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:25:59.250358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:25:59.255236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:25:59.255390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:02.260984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:02.266359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:02.270950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:02.275005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:02.275108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:05.280857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:05.288382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:05.295190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:05.299576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:05.299688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:08.306366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:08.315789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:08.320121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:08.324987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:08.325159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:11.330500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:11.334336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:11.338044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:11.341733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:11.341820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:14.347966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:14.352925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:14.357183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:14.360782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:14.360898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:17.366032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:17.370877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:17.375043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:17.378684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:17.378789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:20.383438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:20.387365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:20.391511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:20.396059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:20.396250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:23.403681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:23.411036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:23.416121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:23.421927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:23.422093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:26.426757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:26.434916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:26.439364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:26.444460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:26.444586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:29.450666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:29.454767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:29.458425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:29.463211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:29.463350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:32.469875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:32.474230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:32.478572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:32.482685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:32.482795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:35.489624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:35.495424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:35.500777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:35.504442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:35.504540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:38.514508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:38.519447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:38.524395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:38.529315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:38.529585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:41.536351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:41.540217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:41.544551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:41.549120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:41.549265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:44.556840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:44.563856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:44.570399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:44.576726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:44.576911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:47.583195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:47.587344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:47.598066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:47.604741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:47.605258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:50.612044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:50.616414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:50.620310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:50.624606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:50.624721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:53.632862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:53.638098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:53.642272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:53.646317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:53.646439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:56.652880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:56.657192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:56.660794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:56.664261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:56.664346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:26:59.669455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:26:59.673700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:26:59.677788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:26:59.682840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:26:59.682976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:02.688704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:02.693395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:02.697128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:02.700809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:02.700902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:05.707485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:05.712547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:05.717860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:05.722577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:05.722740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:08.729291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:08.733854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:08.738982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:08.743101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:08.743192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:11.748779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:11.754043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:11.759184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:11.763867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:11.763976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:14.770538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:14.775377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:14.779618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:14.783141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:14.783221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:17.788525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:17.792254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:17.796108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:17.799595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:17.799696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:20.806600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:20.810997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:20.814501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:20.818139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:20.818227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:23.824788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:23.830046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:23.834294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:23.840308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:23.840428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:26.846002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:26.850928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:26.854780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:26.862141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:26.862372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:29.868589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:29.872796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:29.876712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:29.880829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:29.880924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:32.886176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:32.890606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:32.894403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:32.898407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:32.898510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:35.904903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:35.908965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:35.912557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:35.916151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:35.916235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:38.921847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:38.926006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:38.929846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:38.934516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:38.934621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:41.939808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:41.944763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:41.949563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:41.953531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:41.953632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:44.962186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:44.968340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:44.973793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:44.978493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:44.978728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:47.984020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:47.988112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:47.992322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:47.996939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:47.997060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:51.002996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:51.007373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:51.013865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:51.019071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:51.019180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:54.025373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:54.031722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:54.036374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:54.042202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:54.042332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:27:57.047507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:27:57.052245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:27:57.056144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:27:57.060259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:27:57.060351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:00.066125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:00.072077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:00.077244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:00.082077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:00.082259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:03.088787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:03.094276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:03.098412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:03.102361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:03.102475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:06.108422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:06.113402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:06.118639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:06.123676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:06.123865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:09.129210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:09.133389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:09.138316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:09.142949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:09.143074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:12.150067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:12.155672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:12.162021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:12.167423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:12.167537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:15.468279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:15.472692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:15.504334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:15.509809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:15.510002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:18.515709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:18.521838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:18.527263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:18.532933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:18.533105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:21.539111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:21.544358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:21.552074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:21.556520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:21.556738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:24.563512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:24.569108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:24.576383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:24.583707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:24.583925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:27.588823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:27.594172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:27.600269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:27.605992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:27.606130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:30.611878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:30.616797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:30.622089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:30.627074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:30.627198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:33.634451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:33.639069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:33.643835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:33.649104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:33.649338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:36.655896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:36.660980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:36.664920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:36.668790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:36.668864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:39.675033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:39.679489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:39.684226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:39.688409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:39.688547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:42.694762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:42.699745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:42.703830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:42.708183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:42.708275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:45.718345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:45.723051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:45.728676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:45.732691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:45.732786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:48.738935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:48.743704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:48.748065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:48.752076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:48.752155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:51.759458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:51.765021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:51.770867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:51.776481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:51.776595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:54.782977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:54.788396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:54.794810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:54.800782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:54.800973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:28:57.807492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:28:57.812255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:28:57.816204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:28:57.820582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:28:57.820765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:00.826887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:00.835040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:00.841321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:00.845308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:00.845443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:03.850001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:03.853924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:03.862318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:03.867153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:03.867297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:06.871820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:06.875618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:06.879692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:06.883380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:06.883489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:09.887871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:09.892000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:09.896267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:09.900090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:09.900182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:12.905796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:12.909672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:12.913415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:12.916987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:12.917072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:15.923563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:15.930747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:15.936510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:15.941910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:15.942072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:18.948203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:18.952685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:18.956584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:18.960307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:18.960393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:21.964779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:21.969145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:21.972882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:21.976559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:21.976676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:24.983119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:24.987709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:24.991705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:24.995883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:24.995979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:28.002615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:28.007561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:28.012219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:28.015918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:28.016001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:31.021826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:31.025834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:31.029942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:31.033543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:31.033626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:34.039717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:34.044016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:34.048276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:34.052960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:34.053059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:37.058485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:37.064244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:37.072900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:37.077831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:37.077919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:40.084960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:40.092369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:40.097918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:40.103804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:40.104167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:43.110543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:43.115751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:43.120782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:43.125989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:43.126141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:46.135410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:46.142564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:46.148519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:46.153679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:46.153841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:49.160064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:49.164334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:49.168866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:49.173034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:49.173119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:52.177923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:52.181900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:52.185912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:52.189688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:52.189772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:55.194087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:55.197960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:55.202797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:55.207504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:55.207886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:29:58.214278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:29:58.219356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:29:58.223832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:29:58.227633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:29:58.227744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:01.234580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:01.241179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:01.245939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:01.251274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:01.251445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:04.257383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:04.262190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:04.267304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:04.273300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:04.273506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:07.307381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:07.312972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:07.318745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:07.325251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:07.325381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:10.331289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:10.335986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:10.341591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:10.348164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:10.348280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:13.353186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:13.358332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:13.363681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:13.369786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:13.369877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:16.374695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:16.378941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:16.383386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:16.388722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:16.388824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:19.396067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:19.400230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:19.404050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:19.408395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:19.408486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:22.416601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:22.422384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:22.427879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:22.434521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:22.434611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:25.441412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:25.445798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:25.450591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:25.455114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:25.455213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:28.460894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:28.465565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:28.475428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:28.481787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:28.482052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:31.488522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:31.493245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:31.497743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:31.501477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:31.501628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:34.508686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:34.512884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:34.517008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:34.521405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:34.521531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:37.527042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:37.530701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:37.534199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:37.538912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:37.539039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:40.543633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:40.547324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:40.551272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:40.555200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:40.555325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:43.563178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:43.570695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:43.577205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:43.585022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:43.585222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:46.593252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:46.600324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:46.606179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:46.613219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:46.613347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:49.620226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:49.625751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:49.631406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:49.637025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:49.637163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:52.643177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:52.647478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:52.651737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:52.656472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:52.656610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:55.661579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:55.666106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:55.671282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:55.676725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:55.676825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:30:58.684562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:30:58.690356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:30:58.694963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:30:58.699456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:30:58.699548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:01.704683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:01.708830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:01.713739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:01.718673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:01.718814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:04.726139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:04.732340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:04.738612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:04.743732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:04.743883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:07.749210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:07.752903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:07.757292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:07.762078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:07.762259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:10.766942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:10.772361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:10.776869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:10.781583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:10.781765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:13.785978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:13.789664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:13.793166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:13.797174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:13.797277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:16.802775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:16.808415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:16.814723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:16.820304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:16.820439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:19.824833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:19.829144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:19.832935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:19.837917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:19.838078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:22.843019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:22.847701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:22.852688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:22.856465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:22.856546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:25.865062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:25.872485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:25.879409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:25.885836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:25.886064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:28.891186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:28.896525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:28.900917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:28.904673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:28.904759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:31.909436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:31.914483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:31.918541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:31.922446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:31.922532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:34.928252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:34.933761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:34.938063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:34.941843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:34.941925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:37.946807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:37.951048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:37.955707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:37.960234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:37.960351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:40.966153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:40.970463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:40.974812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:40.978607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:40.978715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:43.984915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:43.989123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:43.994087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:43.998286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:43.998560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:47.004855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:47.098465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:47.132972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:47.195516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:47.195635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:50.201800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:50.207256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:50.211638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:50.215700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:50.215812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:53.224851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:53.231008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:53.235714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:53.241554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:53.241802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:56.248350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:56.253396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:56.257939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:56.262152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:56.262287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:31:59.267700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:31:59.272250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:31:59.276678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:31:59.282384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:31:59.282518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:02.288707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:02.293454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:02.298623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:02.303692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:02.303831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:05.310522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:05.314933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:05.319206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:05.323990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:05.324155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:08.330478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:08.335604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:08.340197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:08.344848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:08.345126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:11.350374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:11.356873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:11.368433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:11.374408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:11.374528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:14.382759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:14.389253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:14.394566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:14.399168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:14.399322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:17.407742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:17.419181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:17.425979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:17.431358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:17.431524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:20.435665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:20.439240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:20.442800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:20.446935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:20.447064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:23.451318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:23.455158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:23.459262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:23.467723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:23.472953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:26.478863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:26.484462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:26.489312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:26.494206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:26.494341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:29.500015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:29.504514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:29.508671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:29.512729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:29.512841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:32.518808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:32.523629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:32.527849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:32.532967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:32.533098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:35.538891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:35.542743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:35.546424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:35.550402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:35.550533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:38.555532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:38.560347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:38.564886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:38.568986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:38.569084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:41.573730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:41.578166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:41.582571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:41.586428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:41.586540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:44.592318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:44.596880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:44.601045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:44.605272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:44.605381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:47.612440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:47.617681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:47.623299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:47.627571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:47.627699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:50.633897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:50.638743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:50.643931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:50.649414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:50.649555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:53.656143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:53.661336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:53.667466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:53.672168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:53.672256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:56.678860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:56.684465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:56.689383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:56.693938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:56.694033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:32:59.699734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:32:59.705342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:32:59.711115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:32:59.716480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:32:59.716769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:02.723211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:02.727894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:02.732235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:02.737770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:02.737970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:05.745046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:05.780500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:05.838581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:05.844883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:05.845052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:08.851309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:08.855594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:08.859826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:08.864176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:08.864275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:11.868950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:11.872996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:11.877227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:11.882286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:11.882422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:14.887841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:14.892562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:14.897791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:14.902469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:14.902601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:17.909203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:17.913952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:17.918612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:17.922537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:17.922616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:20.928922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:20.932899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:20.937134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:20.940937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:20.941023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:23.946308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:23.950754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:23.954995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:23.960616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:23.960910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:26.968772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:26.975134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:26.981888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:26.988399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:26.988592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:29.994581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:29.999190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:30.004234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:30.009066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:30.009178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:33.014702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:33.018936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:33.023012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:33.026957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:33.027053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:36.032736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:36.036862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:36.040689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:36.044705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:36.044866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:39.050492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:39.054748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:39.058538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:39.062107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:39.062192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:42.067932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:42.072440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:42.076899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:42.081251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:42.081334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:45.086602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:45.091042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:45.095455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:45.099936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:45.100062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:48.403144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:48.407622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:48.412003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:48.415969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:48.416052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:51.421282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:51.427608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:51.434600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:51.440050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:51.440248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:54.447499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:54.454148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:54.459121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:54.464148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:54.464280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:33:57.469534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:33:57.474377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:33:57.479636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:33:57.484787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:33:57.484914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:00.489720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:00.493549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:00.497586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:00.502431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:00.502879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:03.507925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:03.512147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:03.517299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:03.522026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:03.522115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:06.527559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:06.531631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:06.535102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:06.539506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:06.539712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:09.545675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:09.551318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:09.556387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:09.561153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:09.561241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:12.566561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:12.571145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:12.575193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:12.579410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:12.579538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:15.586993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:15.592357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:15.595938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:15.604596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:15.604705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:18.612554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:18.620794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:18.626865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:18.636059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:18.636199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:21.642195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:21.646896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:21.651601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:21.655854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:21.655949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:24.661364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:24.667033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:24.671319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:24.676160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:24.676287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:27.681252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:27.684922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:27.688745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:27.692958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:27.693089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:30.701453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:30.707620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:30.712369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:30.716461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:30.716802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:33.723240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:33.727750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:33.733678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:33.738754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:33.738962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:36.745969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:36.752587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:36.758156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:36.763411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:36.763536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:39.770199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:39.774465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:39.778403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:39.782279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:39.782389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:42.787584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:42.792447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:42.796896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:42.800801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:42.800893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:45.806912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:45.811970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:45.815748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:45.820022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:45.820119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:48.825671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:48.829958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:48.833824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:48.837549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:48.837631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:51.843109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:51.847114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:51.851333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:51.855219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:51.855314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:54.862238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:54.867531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:54.873220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:54.877568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:54.877782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:34:57.883131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:34:57.886914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:34:57.890549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:34:57.896171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:34:57.896320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:00.902538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:00.907133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:00.911822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:00.917255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:00.917351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:03.922809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:03.927437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:03.931688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:03.936449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:03.936541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:06.942270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:06.947613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:06.953223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:06.959402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:06.959533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:09.964137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:09.969345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:09.973504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:09.978263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:09.978357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:12.987579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:12.992701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:12.998592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:13.006118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:13.006280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:16.011575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:16.015778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:16.019841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:16.024136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:16.024303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:19.125217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:19.131259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:19.136756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:19.270073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:19.270212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:22.277077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:22.281995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:22.286328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:22.293061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:22.293387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:25.298598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:25.303238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:25.307967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:25.312635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:25.312777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:28.319184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:28.323430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:28.327235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:28.332609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:28.332760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:31.338478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:31.341976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:31.345432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:31.350419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:31.350541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:34.355550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:34.359710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:34.363440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:34.367163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:34.367285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:37.372798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:37.376628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:37.380298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:37.384531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:37.384624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:40.390666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:40.395034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:40.398989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:40.402459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:40.402553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:43.407894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:43.412097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:43.416160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:43.420196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:43.420320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:46.426696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:46.430488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:46.434274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:46.437795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:46.437878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:49.443566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:49.448083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:49.452400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:49.457110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:49.457222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:52.463833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:52.467960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:52.472088] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:52.475889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:52.475970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:55.484263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:55.489720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:55.494953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:55.500076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:55.500210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:35:58.506441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:35:58.512754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:35:58.518031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:35:58.522624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:35:58.522767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:01.528572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:01.532735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:01.536737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:01.540307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:01.540414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:04.546087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:04.551206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:04.556154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:04.560028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:04.560118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:07.565528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:07.569860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:07.574169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:07.578792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:07.578938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:10.583935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:10.587869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:10.592608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:10.597119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:10.597225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:13.602815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:13.606533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:13.610279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:13.613916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:13.613999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:16.619424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:16.623792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:16.628248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:16.632461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:16.632631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:19.641257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:19.646269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:19.650669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:19.655460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:19.655712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:22.662561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:22.668119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:22.673418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:22.678085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:22.678190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:25.684689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:25.688663] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:25.692189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:25.696242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:25.696370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:28.701927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:28.706160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:28.710866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:28.715106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:28.715213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:31.721299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:31.726106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:31.730564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:31.734101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:31.734191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:34.741040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:34.745720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:34.750508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:34.754626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:34.754736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:37.760099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:37.764199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:37.772739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:37.777478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:37.777677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:40.782396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:40.786627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:40.790737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:40.794570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:40.794691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:43.800478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:43.804797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:43.808763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:43.812465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:43.812546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:46.820721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:46.827075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:46.833256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:46.839567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:46.839792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:49.845354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:49.850018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:49.854727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:49.859098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:49.859222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:52.865382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:52.870842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:52.875502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:52.879591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:52.879730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:55.885738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:55.890632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:55.895386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:55.899627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:55.899754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:36:58.904505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:36:58.909116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:36:58.914047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:36:58.917777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:36:58.917869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:01.924253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:01.928631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:01.932450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:01.936205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:01.936294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:04.941101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:04.944590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:04.947974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:04.951896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:04.951987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:07.957738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:07.961776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:07.965923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:07.969833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:07.969925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:10.975830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:10.980186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:10.984081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:10.988143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:10.988230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:13.994478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:13.999012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:14.003726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:14.008104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:14.008205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:17.012856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:17.016988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:17.021330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:17.027082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:17.027244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:20.242429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:20.247274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:20.251056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:20.254588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:20.254687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:23.261063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:23.265820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:23.270940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:23.277241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:23.277361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:26.283472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:26.288031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:26.292626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:26.297308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:26.297411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:29.303355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:29.308215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:29.312702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:29.317132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:29.317235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:32.322498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:32.326471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:32.330267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:32.334043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:32.334139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:35.340278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:35.344989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:35.349349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:35.353966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:35.354105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:38.359311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:38.363029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:38.367419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:38.374531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:38.374761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:41.379345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:41.383064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:41.387677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:41.391417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:41.391498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:44.397093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:44.400829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:44.405707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:44.410786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:44.410962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:47.417172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:47.421937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:47.426673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:47.430599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:47.430710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:50.437128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:50.443057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:50.448390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:50.453334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:50.453509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:53.459057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:53.464126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:53.468947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:53.474510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:53.474753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:56.480476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:56.485890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:56.491465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:56.496704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:56.497118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:37:59.502004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:37:59.507171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:37:59.512362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:37:59.517052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:37:59.517167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:02.522254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:02.526487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:02.530220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:02.534064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:02.534156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:05.539638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:05.543437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:05.547368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:05.550927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:05.551011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:08.557178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:08.560972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:08.564538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:08.568588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:08.568700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:11.573770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:11.577747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:11.581468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:11.585226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:11.585324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:14.592491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:14.596788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:14.601441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:14.606780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:14.606981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:17.614153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:17.619101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:17.623562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:17.628143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:17.628262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:20.633918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:20.639745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:20.645540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:20.650072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:20.650163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:23.655227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:23.660271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:23.665265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:23.670722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:23.670838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:26.676493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:26.680383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:26.683947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:26.687410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:26.687520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:29.693970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:29.698109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:29.702477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:29.706776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:29.706893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:32.713257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:32.719227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:32.725289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:32.730810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:32.730944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:35.735207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:35.739295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:35.743762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:35.749358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:35.749533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:38.755845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:38.761833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:38.768786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:38.775417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:38.775620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:41.781292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:41.787154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:41.792461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:41.796967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:41.797097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:44.802696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:44.806742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:44.810543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:44.814342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:44.814427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:47.819288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:47.823575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:47.827542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:47.835060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:47.835206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:50.842629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:50.849760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:50.856578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:50.862978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:50.863189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:53.868847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:53.873419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:53.877191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:53.880692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:53.880775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:56.885687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:56.889600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:56.893309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:56.896844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:56.896923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:38:59.903751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:38:59.908182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:38:59.911965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:38:59.917425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:38:59.917573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:02.924442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:02.928829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:02.933636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:02.938474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:02.938573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:05.943524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:05.948530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:05.953686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:05.957964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:05.958071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:08.964262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:08.968462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:08.972196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:08.976206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:08.976289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:11.980895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:11.984801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:11.988522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:11.992337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:11.992418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:14.998351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:15.003275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:15.008202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:15.012124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:15.012219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:18.018848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:18.026025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:18.031068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:18.036233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:18.036320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:21.042389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:21.048591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:21.054740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:21.058991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:21.059080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:24.064549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:24.069344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:24.074816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:24.080146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:24.080273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:27.086003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:27.089927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:27.093420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:27.096808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:27.096885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:30.102380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:30.106829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:30.110966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:30.114393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:30.114477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:33.121124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:33.128372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:33.132491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:33.136264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:33.136490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:36.141286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:36.146156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:36.150898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:36.155039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:36.155127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:39.162571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:39.169410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:39.174803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:39.180493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:39.180692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:42.186515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:42.192256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:42.196689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:42.200370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:42.200452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:45.206859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:45.212471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:45.217679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:45.223328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:45.223442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:48.229273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:48.235176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:48.240956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:48.247947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:48.248178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:51.254769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:51.260053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:51.264111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:51.268484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:51.268599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:54.275080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:54.279798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:54.286171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:54.292691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:54.292824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:39:57.298376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:39:57.304226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:39:57.309491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:39:57.313853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:39:57.313966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:00.319959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:00.325183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:00.330401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:00.336238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:00.336405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:03.341690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:03.346113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:03.351393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:03.356521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:03.356669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:06.362506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:06.366987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:06.372260] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:06.377620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:06.377733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:09.411190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:09.418107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:09.423957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:09.429957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:09.430138] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:12.435541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:12.440425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:12.445179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:12.450123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:12.450256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:15.455790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:15.459982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:15.464350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:15.468570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:15.468721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:18.474961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:18.480166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:18.484258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:18.489104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:18.489391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:21.498033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:21.502784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:21.507487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:21.511551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:21.511699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:24.518441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:24.522954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:24.526765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:24.533072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:24.533171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:27.541074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:27.545790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:27.550289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:27.554220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:27.554339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:30.560848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:30.565404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:30.569163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:30.572979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:30.573060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:33.578879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:33.584136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:33.588352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:33.592850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:33.592973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:36.599100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:36.603676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:36.607424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:36.612671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:36.612883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:39.619293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:39.624236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:39.629022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:39.633585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:39.633740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:42.639553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:42.644390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:42.648799] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:42.653009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:42.653146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:45.659639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:45.664706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:45.669200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:45.673355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:45.673455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:48.679484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:48.683862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:48.688070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:48.692822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:48.692918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:51.699412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:51.705079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:51.710349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:51.714409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:51.714531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:54.720380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:54.726251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:54.732009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:54.736320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:54.736422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:40:57.741552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:40:57.745776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:40:57.749952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:40:57.753616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:40:57.753729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:00.759030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:00.763327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:00.767221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:00.772052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:00.772187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:03.777380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:03.781591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:03.785402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:03.789013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:03.789092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:06.796870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:06.802724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:06.806836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:06.811854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:06.811949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:09.817693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:09.822269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:09.825980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:09.831275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:09.831477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:12.838257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:12.843228] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:12.847759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:12.852575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:12.852760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:15.857383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:15.861817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:15.866258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:15.870393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:15.870510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:18.875323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:18.878982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:18.882424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:18.886978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:18.887121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:21.894396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:21.900985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:21.905451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:21.909278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:21.909369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:24.914262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:24.918086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:24.921757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:24.925430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:24.925514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:27.931266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:27.937846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:27.942568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:27.946375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:27.946465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:30.953589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:30.958938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:30.963323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:30.967246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:30.967362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:33.973994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:33.979246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:33.983580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:33.988459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:33.988618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:36.994369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:36.999038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:37.003517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:37.008315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:37.008441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:40.013791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:40.018628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:40.022600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:40.027334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:40.027535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:43.032735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:43.037544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:43.041615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:43.045698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:43.045809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:46.050553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:46.055131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:46.060216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:46.065251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:46.065376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:49.070777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:49.075229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:49.080156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:49.086082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:49.086199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:52.279875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:52.285936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:52.290834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:52.339981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:52.340150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:55.348027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:55.355516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:55.364150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:55.371999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:55.372176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:41:58.379800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:41:58.384106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:41:58.388169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:41:58.392730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:41:58.392845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:01.398629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:01.402507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:01.406104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:01.409632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:01.409736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:04.415936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:04.419990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:04.423920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:04.427879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:04.428013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:07.435194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:07.440145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:07.444312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:07.449726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:07.449966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:10.456183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:10.460547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:10.464467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:10.468599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:10.468726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:13.475830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:13.481694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:13.487018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:13.492609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:13.492786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:16.501144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:16.507192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:16.512546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:16.517882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:16.518503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:19.528867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:19.534062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:19.538358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:19.542858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:19.542953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:22.553922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:22.560304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:22.565412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:22.569140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:22.569237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:25.574530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:25.578943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:25.582745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:25.586497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:25.586591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:28.592170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:28.596710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:28.601615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:28.606574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:28.606716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:31.612856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:31.617098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:31.621459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:31.626266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:31.626372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:34.631999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:34.636587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:34.642073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:34.646983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:34.647130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:37.652447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:37.657058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:37.661006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:37.664468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:37.664565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:40.669379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:40.674486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:40.679215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:40.682952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:40.683035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:43.689413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:43.694776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:43.699484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:43.703170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:43.703278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:46.708301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:46.712915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:46.717638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:46.722322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:46.722466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:49.729013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:49.734119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:49.738942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:49.743037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:49.743178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:52.748114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:52.752909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:52.757912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:52.763232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:52.763334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:55.769744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:55.774997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:55.780236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:55.785829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:55.785940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:42:58.790789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:42:58.796104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:42:58.801491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:42:58.805974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:42:58.806109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:01.814755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:01.820166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:01.824372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:01.829864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:01.830000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:04.835840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:04.840341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:04.844874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:04.849294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:04.849422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:07.853709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:07.888790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:07.923374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:07.927686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:07.927779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:10.933581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:10.938815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:10.942547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:10.946412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:10.946489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:13.950850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:13.956229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:13.961983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:13.966229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:13.966326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:16.970867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:16.974709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:16.979017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:16.982951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:16.983173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:19.988324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:19.993472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:19.998484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:20.002685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:20.002807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:23.007298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:23.310415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:23.316447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:23.320528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:23.320678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:26.326819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:26.332939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:26.338467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:26.342519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:26.342615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:29.348356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:29.352979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:29.357989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:29.362715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:29.362847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:32.367580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:32.372975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:32.377919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:32.383057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:32.383224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:35.389571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:35.393611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:35.397302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:35.402134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:35.402250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:38.407898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:38.413489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:38.417918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:38.422929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:38.423053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:41.432906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:41.442055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:41.449693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:41.457685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:41.457955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:44.463467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:44.468563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:44.473300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:44.477255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:44.477337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:47.483057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:47.488192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:47.492557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:47.496380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:47.496466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:50.500927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:50.506248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:50.510390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:50.514176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:50.514268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:53.518903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:53.524052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:53.528007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:53.531516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:53.531602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:56.538162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:56.542497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:56.547258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:56.552099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:56.552323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:43:59.557053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:43:59.561672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:43:59.565638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:43:59.570051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:43:59.570178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:02.576238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:02.580489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:02.584363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:02.589015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:02.589091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:05.595530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:05.600134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:05.605485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:05.610271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:05.610401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:08.617228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:08.622681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:08.627294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:08.632541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:08.632736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:11.639943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:11.646230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:11.652469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:11.660057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:11.660352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:14.665490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:14.669719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:14.673771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:14.677346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:14.677427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:17.683959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:17.691155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:17.696869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:17.701550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:17.701880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:20.706934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:20.711026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:20.715336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:20.719148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:20.719244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:23.723543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:23.727920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:23.732508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:23.736325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:23.736419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:26.742763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:26.747376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:26.751989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:26.755564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:26.755670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:29.761259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:29.766326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:29.771352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:29.777244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:29.777392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:32.783568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:32.788448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:32.793183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:32.797208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:32.797308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:35.802199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:35.806016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:35.809906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:35.813333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:35.813421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:38.820151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:38.825323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:38.830212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:38.835195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:38.835318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:41.845229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:41.851947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:41.857582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:41.862637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:41.862765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:44.868662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:44.873844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:44.878690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:44.882953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:44.883102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:47.888719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:47.893696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:47.898303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:47.902384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:47.902476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:50.909050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:50.915596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:50.921016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:50.925339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:50.925581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:53.932473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:53.938553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:53.945115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:53.951133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:53.951274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:56.956846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:56.960911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:56.964604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:56.968337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:56.968419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:44:59.973703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:44:59.978394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:44:59.982521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:44:59.987028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:44:59.987145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:02.991547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:02.996028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:03.000027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:03.003579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:03.003705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:06.008674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:06.012809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:06.016898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:06.020822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:06.020932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:09.025952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:09.030144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:09.034698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:09.038884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:09.038997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:12.043953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:12.052052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:12.057071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:12.061105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:12.061196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:15.065880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:15.070358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:15.073990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:15.077680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:15.077762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:18.081931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:18.087010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:18.091313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:18.095019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:18.095113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:21.100309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:21.105151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:21.109175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:21.112991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:21.113090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:24.118603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:24.123444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:24.128221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:24.132445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:24.132555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:27.137608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:27.142514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:27.146316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:27.151152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:27.151451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:30.157807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:30.162323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:30.166390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:30.170372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:30.170464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:33.176602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:33.181979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:33.187950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:33.193626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:33.193788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:36.199483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:36.203413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:36.207099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:36.210949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:36.211031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:39.217082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:39.221961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:39.225942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:39.230634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:39.230800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:42.237598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:42.242916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:42.247524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:42.252267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:42.252364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:45.256951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:45.261528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:45.266190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:45.270618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:45.270754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:48.276816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:48.280971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:48.285629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:48.290321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:48.290424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:51.295160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:51.300126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:51.303811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:51.308005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:51.308168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:54.314957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:54.319447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:54.323703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:54.327485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:54.327575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:45:57.332587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:45:57.337358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:45:57.342526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:45:57.347578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:45:57.347729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:00.353018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:00.358933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:00.363989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:00.368883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:00.369105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:03.374572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:03.378681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:03.383817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:03.387602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:03.387712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:06.392673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:06.396990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:06.401231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:06.405877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:06.405969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:09.410827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:09.416863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:09.422021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:09.426052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:09.426145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:12.431626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:12.436901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:12.442309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:12.447187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:12.447355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:15.453360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:15.458119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:15.463309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:15.467357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:15.467441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:18.473978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:18.479158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:18.485344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:18.490563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:18.490684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:21.496159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:21.501066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:21.505797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:21.509943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:21.510024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:24.515026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:24.521304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:24.526567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:24.530374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:24.530452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:27.539227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:27.548268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:27.553236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:27.558285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:27.558391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:30.563300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:30.567529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:30.571950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:30.576297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:30.576396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:33.582249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:33.587471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:33.592215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:33.597039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:33.597131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:36.603536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:36.608298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:36.612855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:36.617266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:36.617378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:39.621900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:39.626009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:39.630491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:39.634728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:39.634840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:42.643102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:42.647098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:42.651328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:42.655090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:42.655188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:45.661190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:45.667814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:45.673015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:45.677291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:45.677524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:48.683570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:48.688852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:48.693853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:48.698815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:48.698937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:51.703482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:51.707209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:51.710905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:51.714429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:51.714528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:54.720502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:54.724907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:54.729308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:54.732952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:54.733038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:46:57.737389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:46:57.741697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:46:57.746319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:46:57.752622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:46:57.752845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:00.759962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:00.765448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:00.769860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:00.774125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:00.774242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:03.779440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:03.783763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:03.787884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:03.792250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:03.792368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:06.797916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:06.802085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:06.806018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:06.809847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:06.809946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:09.817056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:09.822569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:09.827562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:09.834050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:09.834243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:12.840888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:12.846220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:12.850762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:12.854542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:12.854625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:15.859687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:15.865233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:15.873034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:15.877010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:15.877093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:18.882969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:18.887011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:18.895333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:18.900303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:18.900491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:21.905923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:21.910877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:21.915512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:21.920036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:21.920199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:24.927885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:24.934911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:24.940145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:24.945138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:24.945258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:27.951278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:27.956772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:27.961357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:27.965189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:27.965277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:30.971581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:30.976527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:30.980591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:30.984092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:30.984183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:33.991348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:33.996335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:34.000585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:34.004631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:34.004735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:37.011687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:37.016465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:37.020552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:37.026811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:37.027006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:40.034397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:40.039146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:40.044070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:40.049166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:40.049294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:43.054340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:43.059336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:43.064047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:43.068808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:43.068941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:46.074464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:46.078800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:46.082758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:46.086582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:46.086694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:49.093855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:49.100234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:49.105996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:49.111580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:49.111750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:52.116561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:52.121920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:52.126296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:52.130756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:52.130858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:55.136450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:55.142176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:55.147335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:55.151572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:55.151697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:47:58.157027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:47:58.162001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:47:58.166333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:47:58.171876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:47:58.172052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:01.178413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:01.182379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:01.186074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:01.189788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:01.189874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:04.195480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:04.200485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:04.206078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:04.211220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:04.211352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:07.216670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:07.221459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:07.225677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:07.229755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:07.229852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:10.235088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:10.238770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:10.242269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:10.246095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:10.246179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:13.253273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:13.259618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:13.265297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:13.270266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:13.270414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:16.275266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:16.279465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:16.283262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:16.286924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:16.287004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:19.291930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:19.296099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:19.300019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:19.303908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:19.304013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:22.309213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:22.313486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:22.318284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:22.322870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:22.323010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:25.330089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:25.335084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:25.339672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:25.344159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:25.344255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:28.353892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:28.359195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:28.363631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:28.367626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:28.367750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:31.373211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:31.377166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:31.381100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:31.385415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:31.385510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:34.391395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:34.395854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:34.399825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:34.403344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:34.403422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:37.411061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:37.415853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:37.420333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:37.424410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:37.424520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:40.430067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:40.434539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:40.438925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:40.443627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:40.443783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:43.450712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:43.455921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:43.460715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:43.465871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:43.466032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:46.471628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:46.476169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:46.480693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:46.485308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:46.485415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:49.492049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:49.496124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:49.500425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:49.504938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:49.505055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:52.511114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:52.515066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:52.518861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:52.522660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:52.522763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:55.528746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:55.533627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:55.538202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:55.542931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:55.543036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:48:58.550631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:48:58.554740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:48:58.558586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:48:58.562341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:48:58.562463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:01.568843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:01.573476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:01.577293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:01.581080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:01.581175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:04.586498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:04.590294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:04.594603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:04.598353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:04.598442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:07.605060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:07.608882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:07.613744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:07.618379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:07.618498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:10.624304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:10.629022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:10.633522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:10.639045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:10.639161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:13.644356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:13.648568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:13.652609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:13.656311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:13.656396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:16.662792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:16.668061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:16.672505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:16.676712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:16.676797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:19.683784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:19.688742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:19.693469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:19.699683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:19.699840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:22.705334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:22.709177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:22.714001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:22.718017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:22.718111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:25.726386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:25.733202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:25.743431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:25.749043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:25.749166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:28.755583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:28.760765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:28.764770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:28.768806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:28.768912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:31.775149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:31.780178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:31.786157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:31.791023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:31.791175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:34.799765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:34.805402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:34.810747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:34.815420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:34.815544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:37.822664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:37.828240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:37.833153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:37.837581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:37.837722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:40.843906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:40.849121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:40.854039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:40.859166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:40.859329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:43.865403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:43.870021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:43.874494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:43.878949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:43.879070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:46.883433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:46.887357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:46.891504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:46.895590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:46.895743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:49.901879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:49.907147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:49.912103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:49.916802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:49.916939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:52.922400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:52.926808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:52.930531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:52.934008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:52.934110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:55.939580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:55.945430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:55.952525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:55.958566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:55.958746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:49:58.964724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:49:58.969549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:49:58.973523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:49:58.977332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:49:58.977413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:01.986023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:01.991509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:01.996733] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:02.001772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:02.001889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:05.008420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:05.012915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:05.018539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:05.023270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:05.023374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:08.028457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:08.033672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:08.039027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:08.043403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:08.043537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:11.076286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:11.080440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:11.084586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:11.088780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:11.088949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:14.095348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:14.100423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:14.104562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:14.108689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:14.108779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:17.113834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:17.117929] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:17.121638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:17.125534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:17.125621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:20.132675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:20.137925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:20.142026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:20.146507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:20.146608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:23.151924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:23.156340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:23.160889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:23.166710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:23.167020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:26.172941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:26.180100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:26.186197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:26.191058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:26.191143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:29.196791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:29.201901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:29.206872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:29.211322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:29.211469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:32.216670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:32.221318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:32.226634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:32.231910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:32.232034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:35.236454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:35.240727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:35.244691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:35.248425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:35.248520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:38.252688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:38.256567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:38.260358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:38.264558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:38.264792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:41.270500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:41.274970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:41.279139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:41.283891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:41.283999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:44.289550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:44.294100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:44.298348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:44.303530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:44.303722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:47.308890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:47.312774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:47.316410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:47.320117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:47.320197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:50.325842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:50.330092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:50.334245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:50.338161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:50.338271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:53.343484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:53.347848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:53.352027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:53.356131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:53.356231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:56.364032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:56.370289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:56.376516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:56.380684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:56.380766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:50:59.385623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:50:59.389546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:50:59.393209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:50:59.397172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:50:59.397293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:02.403572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:02.407364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:02.411123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:02.414924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:02.415024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:05.420538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:05.424685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:05.428872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:05.432878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:05.433001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:08.439514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:08.444515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:08.448239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:08.454901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:08.455011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:11.461729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:11.466704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:11.471249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:11.475165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:11.475283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:14.481057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:14.485236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:14.489632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:14.494311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:14.494411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:17.498904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:17.503539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:17.508985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:17.513850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:17.513948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:20.520276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:20.524474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:20.528832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:20.532702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:20.532808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:23.538047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:23.542560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:23.546481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:23.550309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:23.550408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:26.554979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:26.560175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:26.566229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:26.571517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:26.571671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:29.576826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:29.581295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:29.585484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:29.590550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:29.590849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:32.596781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:32.601895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:32.606377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:32.611024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:32.611149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:35.616718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:35.621730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:35.626590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:35.632056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:35.632220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:38.636916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:38.640719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:38.644367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:38.648058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:38.648145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:41.653666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:41.658719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:41.663349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:41.667449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:41.667886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:44.673687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:44.677395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:44.680926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:44.685092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:44.685173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:47.691673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:47.696924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:47.701560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:47.706231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:47.706330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:50.711879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:50.715373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:50.718939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:50.722551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:50.722668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:53.728128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:53.732151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:53.735794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:53.739589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:53.739713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:56.745904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:56.751062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:56.759059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:56.764489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:56.764596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:51:59.770058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:51:59.773866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:51:59.777367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:51:59.780900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:51:59.781010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:02.787490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:02.793822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:02.798110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:02.803161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:02.803322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:05.807628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:05.811569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:05.815451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:05.819833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:05.819960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:08.824729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:08.829030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:08.832994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:08.836935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:08.837020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:11.843330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:11.848391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:11.853140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:11.858874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:11.858988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:14.865279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:14.870625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:14.875804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:14.881045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:14.881172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:17.885691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:17.889717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:17.893180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:17.896823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:17.896920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:20.901155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:20.904962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:20.909050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:20.913234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:20.913380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:23.918379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:23.922079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:23.925660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:23.929085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:23.929167] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:26.935553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:26.940720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:26.944732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:26.949441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:26.949615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:29.955802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:29.960199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:29.964539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:29.968986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:29.969097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:32.973243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:32.976760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:32.980281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:32.983749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:32.983834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:35.988479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:35.992612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:35.996076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:35.999451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:35.999532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:39.004825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:39.009940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:39.015448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:39.025466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:39.025788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:42.030891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:42.035155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:42.039190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:42.043439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:42.043537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:45.049526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:45.055103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:45.059549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:45.063879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:45.063976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:48.070389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:48.074849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:48.078797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:48.082623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:48.082737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:51.088923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:51.094701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:51.098862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:51.102919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:51.103276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:54.109694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:54.115122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:54.120239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:54.125524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:54.125677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:52:57.435546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:52:57.470083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:52:57.504632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:52:57.508566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:52:57.508664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:00.514787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:00.519740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:00.524105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:00.527844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:00.527937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:03.533328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:03.538750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:03.544070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:03.548974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:03.549085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:06.553587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:06.558215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:06.563867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:06.568723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:06.568826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:09.574489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:09.609545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:09.645342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:09.650525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:09.650706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:12.655950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:12.661060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:12.666598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:12.672474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:12.672594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:15.678491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:15.683832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:15.688224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:15.692356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:15.692459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:18.697997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:18.703334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:18.708638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:18.713985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:18.714115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:21.719555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:21.723408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:21.727704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:21.732018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:21.732109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:24.737623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:24.743362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:24.748611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:24.753166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:24.753247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:27.757745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:27.762300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:27.766570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:27.770407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:27.770501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:30.776479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:30.780826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:30.784955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:30.789997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:30.790092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:33.794932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:33.799322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:33.804304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:33.809867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:33.810342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:36.816489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:36.821613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:36.825692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:36.829571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:36.829686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:39.836020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:39.841203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:39.846245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:39.850305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:39.850395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:42.854608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:42.858444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:42.862487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:42.866250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:42.866338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:45.873258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:45.877550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:45.882083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:45.885791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:45.885865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:48.892347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:48.896693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:48.900376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:48.903864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:48.903945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:51.909328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:51.914101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:51.918622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:51.922721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:51.922810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:54.928394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:54.932633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:54.937474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:54.941676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:54.941789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:53:57.947984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:53:57.952401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:53:57.957447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:53:57.961970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:53:57.962070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:00.967071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:00.972441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:00.976587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:00.980242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:00.980327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:03.984577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:03.988323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:03.992070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:03.995498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:03.995596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:07.000314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:07.004379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:07.008345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:07.012265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:07.012374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:10.016890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:10.020899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:10.024926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:10.029768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:10.029853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:13.036117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:13.041064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:13.045632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:13.050010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:13.050150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:16.055423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:16.060018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:16.064196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:16.067835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:16.067914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:19.074188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:19.078671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:19.082673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:19.087081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:19.087187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:22.093526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:22.098484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:22.103486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:22.108370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:22.108504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:25.114790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:25.118790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:25.122864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:25.127679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:25.127814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:28.435754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:28.441092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:28.472106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:28.476019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:28.476101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:31.482403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:31.486972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:31.491967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:31.495721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:31.495804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:34.501021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:34.504924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:34.508821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:34.513189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:34.513311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:37.517795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:37.521846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:37.525726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:37.529687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:37.529784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:40.536101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:40.541813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:40.546962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:40.553997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:40.554463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:43.560151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:43.564488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:43.568666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:43.573463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:43.573709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:46.579459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:46.583583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:46.587389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:46.591480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:46.591576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:49.596424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:49.601482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:49.605269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:49.609264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:49.609353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:52.617359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:52.624446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:52.631040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:52.636187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:52.637223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:55.646615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:55.651272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:55.657272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:55.662097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:55.662298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:54:58.667674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:54:58.672757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:54:58.677720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:54:58.682280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:54:58.682431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:01.690578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:01.694688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:01.699280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:01.703057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:01.703140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:04.707722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:04.716037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:04.721373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:04.726562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:04.726811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:07.732561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:07.737433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:07.742303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:07.747255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:07.747534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:10.752882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:10.757076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:10.761367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:10.765496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:10.765607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:13.771010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:13.775285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:13.779466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:13.783634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:13.783767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:16.788993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:16.792979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:16.796497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:16.800409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:16.800481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:19.805904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:19.810933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:19.815016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:19.819141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:19.819366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:22.825321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:22.829893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:22.835070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:22.839177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:22.839294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:25.845338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:25.851462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:25.858168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:25.863098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:25.863370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:28.870039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:28.875534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:28.882005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:28.887709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:28.887877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:31.894197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:31.898286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:31.901910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:31.905702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:31.905786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:34.909864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:34.913504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:34.917141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:34.920776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:34.920859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:37.926885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:37.931501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:37.935691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:37.939570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:37.939686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:40.944821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:40.949345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:40.953364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:40.957555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:40.957662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:43.965248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:43.972192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:43.979101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:43.984307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:43.984465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:46.991226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:46.996874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:47.002150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:47.007182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:47.007332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:50.013620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:50.018847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:50.024259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:50.030348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:50.030490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:53.036120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:53.039946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:53.044584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:53.048572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:53.048686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:56.055448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:56.061928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:56.066725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:56.071518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:56.071753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:55:59.077843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:55:59.275098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:55:59.281226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:55:59.286086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:55:59.286202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:02.291442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:02.301143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:02.306258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:02.310577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:02.310756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:05.316118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:05.320733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:05.326144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:05.331835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:05.331929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:08.336021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:08.339942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:08.343943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:08.347595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:08.347731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:11.352401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:11.356403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:11.360229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:11.363622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:11.363763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:14.369998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:14.375380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:14.381367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:14.386618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:14.386809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:17.391916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:17.396486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:17.400563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:17.404224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:17.404329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:20.408367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:20.411758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:20.415155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:20.418544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:20.418628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:23.423255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:23.427087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:23.430615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:23.434168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:23.434250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:26.438957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:26.443049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:26.447512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:26.451503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:26.451610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:29.456441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:29.461797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:29.466122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:29.469635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:29.469741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:32.476090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:32.482107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:32.487115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:32.491720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:32.491837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:35.496816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:35.500793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:35.504552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:35.508163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:35.508257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:38.515040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:38.520210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:38.524746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:38.529491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:38.529695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:41.536287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:41.541961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:41.548055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:41.553235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:41.553371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:44.558696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:44.563568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:44.567828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:44.571907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:44.572006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:47.576463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:47.580474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:47.584636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:47.588879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:47.588992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:50.593599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:50.597835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:50.601637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:50.605469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:50.605560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:53.611905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:53.616196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:53.621146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:53.625808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:53.625913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:56.630576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:56.634638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:56.638554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:56.642929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:56.643018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:56:59.650539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:56:59.655862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:56:59.661209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:56:59.665778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:56:59.665910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:02.670914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:02.675724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:02.681268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:02.685943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:02.686044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:05.693752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:05.700787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:05.708231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:05.714010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:05.714212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:08.721659] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:08.725933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:08.729502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:08.733268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:08.733352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:11.737455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:11.741275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:11.744958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:11.748469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:11.748566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:14.754524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:14.758499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:14.762142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:14.765905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:14.766007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:17.771908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:17.775666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:17.779898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:17.783636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:17.783751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:20.788994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:20.793916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:20.798525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:20.803074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:20.803178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:23.807309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:23.811314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:23.815558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:23.819299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:23.819403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:26.824185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:26.828618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:26.832865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:26.836912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:26.837008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:29.842729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:29.847591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:29.853554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:29.857902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:29.858016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:32.863724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:32.868205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:32.875307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:32.879398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:32.879484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:35.884304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:35.887930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:35.891413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:35.894955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:35.895042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:38.900668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:38.904865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:38.909678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:38.913929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:38.914027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:41.918438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:41.924008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:41.927932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:41.932076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:41.932324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:44.940379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:44.945441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:44.950381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:44.954596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:44.954742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:47.961103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:47.966291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:47.971093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:47.975960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:47.976109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:50.981785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:50.986364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:50.990560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:50.994690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:50.994801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:54.000529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:54.005616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:54.010357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:54.014638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:54.014753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:57:57.019858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:57:57.023581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:57:57.027636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:57:57.031827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:57:57.031948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:00.038842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:00.043078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:00.340302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:00.344315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:00.344389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:03.349991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:03.355957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:03.363919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:03.368701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:03.368785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:06.373680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:06.379138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:06.383401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:06.387443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:06.387553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:09.392586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:09.396684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:09.401046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:09.405215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:09.405321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:12.410234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:12.414111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:12.417610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:12.421180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:12.421259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:15.427240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:15.431909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:15.436115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:15.440144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:15.440237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:18.446696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:18.451579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:18.457416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:18.463189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:18.463403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:21.468401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:21.473277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:21.478082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:21.482929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:21.483232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:24.488066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:24.492432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:24.496676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:24.501347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:24.501492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:27.506330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:27.510543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:27.514801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:27.518873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:27.518973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:30.524202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:30.529415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:30.534362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:30.538574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:30.538716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:33.542851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:33.546573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:33.551170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:33.555292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:33.555395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:36.560337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:36.564778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:36.569077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:36.573549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:36.573704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:39.578231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:39.581967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:39.585629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:39.589274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:39.589362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:42.594361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:42.598623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:42.604329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:42.609310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:42.609446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:45.614037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:45.618350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:45.622591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:45.626718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:45.626824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:48.632156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:48.637124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:48.641451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:48.646164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:48.646277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:51.652498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:51.658087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:51.664610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:51.672603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:51.672815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:54.678559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:54.685562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:54.690944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:54.695319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:54.695411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:58:57.701518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:58:57.705897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:58:57.710075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:58:57.713637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:58:57.713739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:00.720586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:00.725669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:00.730346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:00.733998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:00.734083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:03.739897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:03.743973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:03.747923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:03.751804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:03.751892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:06.756874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:06.760811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:06.764480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:06.768383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:06.768497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:09.774664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:09.778426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:09.782087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:09.786004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:09.786095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:12.791045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:12.795073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:12.798909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:12.802688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:12.802785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:15.809210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:15.812833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:15.816536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:15.820449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:15.820548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:18.826467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:18.836486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:18.841503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:18.845478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:18.845576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:21.852597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:21.858216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:21.862530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:21.866148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:21.866230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:24.872908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:24.877930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:24.883115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:24.891998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:24.892134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:27.897306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:27.901802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:27.906866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:27.910707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:27.910793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:30.915447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:30.919693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:30.924013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:30.927492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:30.927577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:33.932477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:33.936389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:33.940330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:33.944480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:33.944616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:36.949328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:36.953257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:36.957258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:36.961216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:36.961335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:39.966470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:39.970782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:39.974639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:39.978205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:39.978294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:42.982330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:42.986072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:42.990506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:42.994467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:42.994562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:45.999351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:46.003533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:46.008004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:46.012698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:46.012814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:49.017155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:49.022155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:49.027231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:49.032125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:49.032229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:52.038616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:52.043452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:52.048745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:52.053695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:52.053837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:55.059042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:55.063259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:55.068246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:55.073884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:55.074012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T17:59:58.079044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T17:59:58.083589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T17:59:58.087484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T17:59:58.091159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T17:59:58.091243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:01.105390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:01.114201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:01.124203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:01.129342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:01.129490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:04.135080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:04.139559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:04.143893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:04.147989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:04.148082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:07.153789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:07.158865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:07.162949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:07.167114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:07.167206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:10.173102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:10.177849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:10.182596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:10.186756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:10.186870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:13.222118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:13.227076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:13.231532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:13.235472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:13.235576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:16.240576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:16.244419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:16.248384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:16.252373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:16.252460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:19.257452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:19.261699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:19.265531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:19.269331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:19.269420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:22.274915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:22.279059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:22.283521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:22.287323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:22.287409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:25.292561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:25.297526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:25.302441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:25.307775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:25.307894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:28.313792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:28.317486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:28.321856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:28.326571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:28.326685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:31.332500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:31.339212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:31.345443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:31.351314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:31.351441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:34.357395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:34.361754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:34.366006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:34.370347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:34.370457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:37.375039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:37.378886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:37.382620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:37.386579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:37.386715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:40.391584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:40.395210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:40.399154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:40.402609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:40.402745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:43.408758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:43.413382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:43.422860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:43.427635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:43.427904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:46.433610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:46.437550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:46.441672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:46.445725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:46.445829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:49.452835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:49.457206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:49.461336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:49.465241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:49.465361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:52.470529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:52.474286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:52.477909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:52.481424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:52.481500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:55.487271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:55.492386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:55.497317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:55.502178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:55.502293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:00:58.509367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:00:58.515580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:00:58.521537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:00:58.526103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:00:58.526206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:01.531970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:01.537867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:01.542972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:01.548810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:01.548932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:04.554548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:04.559860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:04.564266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:04.568471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:04.568601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:07.572783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:07.576447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:07.580021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:07.583516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:07.583602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:10.587893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:10.592086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:10.596006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:10.599549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:10.599668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:13.604963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:13.609095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:13.613026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:13.616979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:13.617088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:16.622131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:16.627269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:16.631867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:16.636100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:16.636192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:19.641852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:19.647277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:19.652039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:19.657046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:19.657221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:22.662570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:22.667220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:22.672456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:22.676456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:22.676576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:25.681084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:25.685171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:25.689754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:25.693579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:25.693715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:28.699830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:28.705522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:28.711179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:28.715568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:28.715726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:31.721326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:31.726689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:31.732557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:31.736364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:31.736465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:34.743223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:34.748898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:34.755296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:34.760293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:34.760413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:37.765330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:37.770107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:37.775326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:37.779831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:37.779954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:40.786191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:40.790222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:40.793918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:40.797451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:40.797545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:43.802792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:43.806798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:43.810332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:43.813911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:43.813990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:46.821022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:46.827541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:46.833721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:46.838461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:46.838597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:49.843900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:49.849020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:49.854020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:49.857599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:49.857704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:52.863082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:52.866699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:52.870144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:52.873565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:52.873669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:55.879415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:55.884619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:55.889280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:55.893106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:55.893204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:01:58.898392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:01:58.902519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:01:58.907099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:01:58.911396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:01:58.911509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:01.916488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:01.922427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:01.927865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:01.932502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:01.932612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:04.937365] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:04.942573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:04.947623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:04.952545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:04.952697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:07.957520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:07.961330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:07.965123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:07.968523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:07.968600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:10.973396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:10.977619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:10.981445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:10.984979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:10.985080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:13.989273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:13.992821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:13.996244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:13.999790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:13.999874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:17.004790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:17.008539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:17.012100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:17.015509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:17.015588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:20.020383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:20.024008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:20.027528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:20.031035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:20.031119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:23.035951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:23.040730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:23.046265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:23.051092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:23.051216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:26.056156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:26.060805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:26.065387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:26.070227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:26.070330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:29.075487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:29.080513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:29.086307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:29.090579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:29.090737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:32.095751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:32.101439] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:32.107333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:32.112552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:32.112702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:35.118969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:35.123825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:35.128874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:35.133161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:35.133451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:38.141019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:38.145399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:38.149683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:38.154047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:38.154166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:41.159601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:41.163359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:41.167233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:41.172184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:41.172299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:44.178215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:44.182666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:44.187069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:44.190988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:44.191075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:47.195337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:47.199296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:47.203223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:47.206827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:47.206906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:50.211820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:50.215760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:50.219600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:50.223532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:50.223635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:53.230189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:53.234389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:53.238171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:53.241625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:53.241733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:56.246795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:56.251528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:56.255927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:56.260255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:56.260363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:02:59.265313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:02:59.270333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:02:59.275387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:02:59.281331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:02:59.281546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:02.287915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:02.292582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:02.296703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:02.300092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:02.300172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:05.304604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:05.308839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:05.312741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:05.316558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:05.316754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:08.322405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:08.327675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:08.332290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:08.336535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:08.336912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:11.342863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:11.378806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:11.414180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:11.418971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:11.419076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:14.424260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:14.430616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:14.436818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:14.441013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:14.441143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:17.446396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:17.454061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:17.457701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:17.461330] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:17.461414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:20.466193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:20.470048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:20.473678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:20.477108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:20.477189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:23.482148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:23.486697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:23.491417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:23.495599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:23.495749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:26.500882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:26.505482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:26.510122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:26.513854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:26.513952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:29.519625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:29.524486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:29.528700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:29.532879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:29.532978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:32.537075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:32.541912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:32.546449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:32.550092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:32.550172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:35.555127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:35.559957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:35.566171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:35.570558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:35.570696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:38.576344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:38.580917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:38.585601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:38.589737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:38.589832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:41.594933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:41.599438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:41.604304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:41.608766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:41.608856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:44.613480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:44.617626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:44.621834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:44.625708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:44.625798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:47.630267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:47.634396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:47.638465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:47.643445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:47.643543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:50.648880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:50.653177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:50.656893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:50.660514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:50.660601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:53.667549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:53.672589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:53.676573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:53.680462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:53.680561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:56.684979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:56.689283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:56.694521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:56.700058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:56.700177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:03:59.704635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:03:59.708370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:03:59.712144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:03:59.715769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:03:59.715893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:02.723841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:02.729193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:02.735259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:02.739525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:02.739615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:05.747136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:05.751328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:05.756184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:05.760934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:05.761027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:08.765544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:08.769607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:08.774625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:08.779487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:08.779632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:11.784239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:11.789970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:11.795365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:11.800463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:11.800565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:14.806164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:14.811495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:14.816421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:14.820823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:14.820932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:17.825996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:17.830745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:17.835326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:17.839960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:17.840079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:20.845245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:20.849124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:20.852992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:20.856894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:20.856982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:23.861372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:23.865741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:23.869885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:23.873792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:23.873919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:26.879943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:26.883987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:26.889341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:26.893992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:26.894116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:29.899892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:29.904205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:29.908304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:29.912887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:29.913157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:32.921248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:32.925671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:32.930493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:32.934804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:32.934931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:35.939919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:35.944174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:35.949458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:35.954002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:35.954095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:38.959042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:38.963024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:38.966897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:38.970498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:38.970578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:41.983638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:41.991232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:41.997875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:42.004523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:42.004840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:45.011241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:45.015146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:45.018671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:45.022241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:45.022322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:48.029715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:48.036602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:48.042283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:48.047932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:48.048145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:51.052593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:51.056266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:51.063526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:51.067519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:51.067601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:54.072319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:54.077052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:54.081740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:54.085871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:54.085983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:04:57.090614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:04:57.094240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:04:57.098209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:04:57.101918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:04:57.102019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:00.106506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:00.110411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:00.114045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:00.117623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:00.117734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:03.339337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:03.406340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:03.441033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:03.445102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:03.445215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:06.450028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:06.455453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:06.460803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:06.467227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:06.467421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:09.474089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:09.481703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:09.488375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:09.494785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:09.495190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:12.500115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:12.503952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:12.508372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:12.512579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:12.512818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:15.516991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:15.521024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:15.525421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:15.529934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:15.530050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:18.535706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:18.540694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:18.546294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:18.551042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:18.551256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:21.556073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:21.560603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:21.565107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:21.568922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:21.569013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:24.573469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:24.577335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:24.581397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:24.585108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:24.585216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:27.590904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:27.597274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:27.602754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:27.608417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:27.608542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:30.613387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:30.617805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:30.622023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:30.626281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:30.626386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:33.631178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:33.634857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:33.638907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:33.642735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:33.642818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:36.647605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:36.651573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:36.655332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:36.658951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:36.659032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:39.663429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:39.667195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:39.671178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:39.674796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:39.674889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:42.680118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:42.685338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:42.690348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:42.695485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:42.695598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:45.700819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:45.705748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:45.710386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:45.714626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:45.714744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:48.721851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:48.727765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:48.733585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:48.738404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:48.738510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:51.744046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:51.748139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:51.752080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:51.756316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:51.756431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:54.762613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:54.767169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:54.772481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:54.777124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:54.777210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:05:57.786088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:05:57.790570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:05:57.794233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:05:57.797755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:05:57.797837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:00.802039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:00.805716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:00.809325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:00.812774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:00.812855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:03.818072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:03.822186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:03.831821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:03.837142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:03.837236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:06.842404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:06.846639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:06.851198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:06.855425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:06.855525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:09.861603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:09.866555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:09.870517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:09.875003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:09.875122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:12.880286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:12.884973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:12.889136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:12.893144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:12.893238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:15.902885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:15.908050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:15.912731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:15.917322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:15.917446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:18.921830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:18.925900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:18.930390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:18.934484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:18.934575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:21.939524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:21.943680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:21.947544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:21.951526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:21.951632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:24.957464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:24.961875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:24.968353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:24.973661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:24.973771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:27.981352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:27.986422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:27.990884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:27.996975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:27.997147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:31.002804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:31.007283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:31.011905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:31.016358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:31.016459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:34.024747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:34.032170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:34.039052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:34.044545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:34.044690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:37.051699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:37.056221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:37.060447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:37.064932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:37.065103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:40.071175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:40.075083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:40.079069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:40.082807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:40.082898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:43.088356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:43.092692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:43.096857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:43.100883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:43.100976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:46.107947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:46.112317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:46.116807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:46.121588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:46.121732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:49.127505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:49.133134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:49.138848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:49.143210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:49.143311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:52.148026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:52.152152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:52.156310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:52.160197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:52.160308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:55.165007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:55.171490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:55.176124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:55.181080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:55.181216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:06:58.187057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:06:58.192466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:06:58.197680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:06:58.202501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:06:58.202713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:01.206799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:01.210445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:01.214218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:01.218210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:01.218315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:04.223006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:04.227515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:04.232864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:04.236544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:04.236638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:07.241620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:07.246345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:07.251208] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:07.255475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:07.255598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:10.261105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:10.267132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:10.272615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:10.277947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:10.278102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:13.282607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:13.286990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:13.290837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:13.294684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:13.294794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:16.300742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:16.304760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:16.308533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:16.312273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:16.312366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:19.318418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:19.325444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:19.329672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:19.333339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:19.333450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:22.338263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:22.342463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:22.346593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:22.351383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:22.351514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:25.356046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:25.359697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:25.363132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:25.366625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:25.366733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:28.372136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:28.376126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:28.380069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:28.383673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:28.383758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:31.388241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:31.392266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:31.396576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:31.401160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:31.401325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:34.407420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:34.413093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:34.417942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:34.421994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:34.422096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:37.427784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:37.432067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:37.435525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:37.439155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:37.439237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:40.444935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:40.450135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:40.454895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:40.458873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:40.458964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:43.464162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:43.468350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:43.473021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:43.477059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:43.477149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:46.482485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:46.486672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:46.490154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:46.493600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:46.493706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:49.499437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:49.503054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:49.506538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:49.510112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:49.510193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:52.516532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:52.522079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:52.527102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:52.531838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:52.531943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:55.537090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:55.541207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:55.545471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:55.549321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:55.549403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:07:58.555060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:07:58.560267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:07:58.564854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:07:58.569222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:07:58.569344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:01.576115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:01.580832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:01.585096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:01.589286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:01.589367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:04.596680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:04.602700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:04.607567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:04.611409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:04.611497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:07.617001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:07.622579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:07.627450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:07.632466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:07.632571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:10.638578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:10.643220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:10.647899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:10.652419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:10.652525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:13.658954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:13.663893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:13.667756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:13.671972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:13.672082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:16.681099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:16.686081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:16.691067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:16.695727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:16.695840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:19.703835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:19.708713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:19.713174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:19.716856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:19.716949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:22.723053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:22.726791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:22.730418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:22.733818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:22.733899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:25.740129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:25.745393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:25.749431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:25.753411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:25.753518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:28.759155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:28.763482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:28.768336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:28.773466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:28.773581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:31.780381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:31.785250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:31.789967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:31.794626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:31.794811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:34.802367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:34.807221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:34.812523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:34.819024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:34.819182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:37.824957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:37.829477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:37.833361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:37.837540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:37.837663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:40.843466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:40.849579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:40.854559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:40.858568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:40.858681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:43.864622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:43.869330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:43.873759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:43.877920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:43.878079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:46.883980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:46.889057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:46.894209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:46.898448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:46.898560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:49.905093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:49.911475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:49.918051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:49.923455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:49.923605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:52.928897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:52.932906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:52.936970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:52.941532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:52.941691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:55.948097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:55.953087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:55.958136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:55.962510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:55.962621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:08:58.968561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:08:58.972328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:08:58.975836] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:08:58.979328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:08:58.979411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:01.987238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:01.993311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:01.999262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:02.005277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:02.005505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:05.011141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:05.202635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:05.238250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:05.244470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:05.244583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:08.251293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:08.257291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:08.262394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:08.267600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:08.267785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:11.272617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:11.276978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:11.281342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:11.285741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:11.285860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:14.290721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:14.295639] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:14.300228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:14.304997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:14.305087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:17.311313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:17.315352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:17.319136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:17.323410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:17.323495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:20.328530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:20.333627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:20.338705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:20.343016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:20.343102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:23.347426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:23.351224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:23.354814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:23.358879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:23.358990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:26.363964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:26.369187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:26.373524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:26.377803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:26.377894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:29.382728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:29.387477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:29.395618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:29.400845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:29.400972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:32.405432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:32.409699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:32.413371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:32.417053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:32.417137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:35.422068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:35.426110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:35.429943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:35.433519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:35.433600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:38.438944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:38.443284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:38.447475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:38.452449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:38.452611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:41.458119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:41.462815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:41.467350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:41.472142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:41.472250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:44.478945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:44.484809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:44.491393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:44.496686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:44.496812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:47.500962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:47.505151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:47.508855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:47.512480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:47.512581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:50.517045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:50.521240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:50.524851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:50.529188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:50.529298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:53.534624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:53.538466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:53.542050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:53.545597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:53.545698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:56.555374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:56.559592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:56.563485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:56.567192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:56.567279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:09:59.574782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:09:59.580914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:09:59.586593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:09:59.591709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:09:59.591923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:02.598613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:02.604357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:02.609623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:02.615247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:02.615344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:05.621627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:05.626464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:05.631340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:05.635756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:05.635869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:08.640091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:08.644285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:08.649490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:08.654924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:08.655049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:11.662251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:11.667189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:11.672476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:11.677348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:11.677465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:14.718000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:14.722709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:14.726939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:14.730593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:14.730696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:17.735849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:17.740911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:17.746139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:17.750797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:17.750900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:20.757025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:20.762005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:20.766229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:20.770710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:20.770823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:23.776844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:23.783321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:23.792578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:23.798147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:23.798709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:26.806197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:26.812264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:26.820338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:26.826058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:26.826236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:29.832300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:29.838719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:29.843846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:29.847807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:29.847908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:32.852620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:32.856745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:32.861386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:32.865302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:32.865386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:35.870193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:35.875120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:35.880537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:35.885175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:35.885286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:38.890538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:38.894390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:38.898216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:38.901783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:38.901876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:41.908168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:41.912907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:41.916983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:41.921032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:41.921128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:44.925539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:44.929185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:44.932903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:44.938873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:44.938995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:47.945070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:47.950320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:47.955254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:47.960309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:47.960433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:50.965542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:50.969450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:50.974289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:50.979454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:50.979636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:53.984229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:53.988561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:53.992934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:53.996983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:53.997088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:10:57.002291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:10:57.006388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:10:57.010355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:10:57.014171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:10:57.014260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:00.019008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:00.022785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:00.026291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:00.030071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:00.030174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:03.034614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:03.039142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:03.043582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:03.047607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:03.047749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:06.052945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:06.057193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:06.061383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:06.357831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:06.358409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:09.363959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:09.368121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:09.372281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:09.376580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:09.378463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:12.383712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:12.387866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:12.392442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:12.398461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:12.398595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:15.404832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:15.408499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:15.412218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:15.416137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:15.416233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:18.421781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:18.425360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:18.429276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:18.433707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:18.433795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:21.439085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:21.442994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:21.446875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:21.450452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:21.450530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:24.455272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:24.459039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:24.462634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:24.466504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:24.466618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:27.472080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:27.475547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:27.479161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:27.483199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:27.483323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:30.488622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:30.493314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:30.499348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:30.503991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:30.504089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:33.510587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:33.515278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:33.520247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:33.524941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:33.525056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:36.532607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:36.540637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:36.548018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:36.555246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:36.555488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:39.561252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:39.567051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:39.571344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:39.576990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:39.577126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:42.582558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:42.586961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:42.590572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:42.594405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:42.594492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:45.599259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:45.603294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:45.607189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:45.611241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:45.611332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:48.616734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:48.620713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:48.624246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:48.627806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:48.627892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:51.632909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:51.637127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:51.640740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:51.645527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:51.645820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:54.651266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:54.655508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:54.659825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:54.664494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:54.664605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:11:57.670090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:11:57.673563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:11:57.677084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:11:57.680525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:11:57.680609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:00.686585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:00.691637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:00.695730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:00.699199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:00.699282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:03.704956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:03.709792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:03.714852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:03.719526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:03.719626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:06.727447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:06.733453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:06.739488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:06.745164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:06.745285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:09.752502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:09.757453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:09.761406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:09.766464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:09.766624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:12.773135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:12.777447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:12.782664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:12.787313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:12.787421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:15.794387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:15.800450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:15.806455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:15.811341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:15.811478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:18.816189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:18.820795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:18.826556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:18.831407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:18.831532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:21.837699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:21.841980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:21.846485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:21.850554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:21.850691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:24.855113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:24.859083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:24.863372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:24.868339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:24.868439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:27.873214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:27.877292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:27.882320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:27.887409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:27.887526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:30.892989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:30.897030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:30.901264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:30.905962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:30.906063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:33.913149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:33.917481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:33.922089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:33.927603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:33.927823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:36.934582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:36.940892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:36.945999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:36.950355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:36.950447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:39.956066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:39.961084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:39.965398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:39.969634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:39.969817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:42.979126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:42.985849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:42.993222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:42.998450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:42.998623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:46.005409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:46.011169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:46.017370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:46.024263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:46.024413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:49.031153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:49.036502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:49.041001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:49.045421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:49.045509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:52.050135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:52.053576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:52.057327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:52.061588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:52.061752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:55.068268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:55.077550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:55.081859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:55.085499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:55.085580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:12:58.091187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:12:58.095541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:12:58.099348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:12:58.103112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:12:58.103216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:01.108734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:01.114578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:01.120303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:01.125677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:01.125818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:04.131788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:04.136134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:04.141297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:04.145450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:04.145582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:07.151695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:07.160422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:07.171823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:07.176011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:07.176098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:10.181286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:10.185217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:10.189599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:10.193595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:10.193726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:13.198453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:13.234038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:13.269801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:13.275094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:13.275272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:16.280497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:16.286148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:16.291575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:16.296555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:16.296740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:19.302389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:19.307004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:19.311520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:19.316133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:19.316250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:22.320714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:22.325192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:22.329031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:22.332615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:22.332739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:25.337002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:25.341979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:25.346795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:25.351478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:25.351597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:28.356038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:28.359619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:28.363321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:28.367003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:28.367096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:31.371892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:31.376371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:31.380858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:31.385463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:31.385568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:34.391892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:34.396451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:34.400909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:34.406678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:34.406861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:37.412597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:37.417175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:37.421944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:37.425818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:37.425923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:40.431038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:40.436464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:40.440983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:40.445607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:40.445720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:43.452392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:43.458262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:43.463544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:43.470559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:43.470761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:46.476617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:46.480933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:46.484877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:46.489554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:46.489710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:49.496530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:49.501691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:49.506636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:49.512289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:49.512398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:52.519251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:52.523904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:52.529133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:52.534540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:52.534798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:55.540946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:55.546278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:55.551874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:55.557150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:55.557416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:13:58.564775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:13:58.568862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:13:58.572319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:13:58.577414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:13:58.577560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:01.582127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:01.586088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:01.590151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:01.594245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:01.594342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:04.605405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:04.613881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:04.621242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:04.625885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:04.626066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:07.630425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:07.637736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:07.643598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:07.648637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:07.648779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:10.653965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:10.658452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:10.662358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:10.666159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:10.666264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:13.672490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:13.677059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:13.681081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:13.684908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:13.685028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:16.690958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:16.695520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:16.699707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:16.703371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:16.703483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:19.709163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:19.713366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:19.716815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:19.720539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:19.720618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:22.725890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:22.730522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:22.734748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:22.738997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:22.739094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:25.745666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:25.750503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:25.755093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:25.759973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:25.760136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:28.766192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:28.771823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:28.777274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:28.781761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:28.781888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:31.787534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:31.792027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:31.797309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:31.801965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:31.802082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:34.807112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:34.811607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:34.816213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:34.820202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:34.820291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:37.825148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:37.829688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:37.834242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:37.837857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:37.837987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:40.842823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:40.846978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:40.851808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:40.856053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:40.856156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:43.860726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:43.865129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:43.869816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:43.873996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:43.874090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:46.879092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:46.883073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:46.887033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:46.891961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:46.892063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:49.898411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:49.903510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:49.908845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:49.912537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:49.912622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:52.918085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:52.922979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:52.927725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:52.932925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:52.933098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:55.938527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:55.942267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:55.946110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:55.949808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:55.949890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:14:58.956542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:14:58.962716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:14:58.967754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:14:58.971862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:14:58.971940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:01.980020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:01.988088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:01.994072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:02.000394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:02.000602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:05.007009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:05.014400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:05.019825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:05.025803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:05.025967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:08.030343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:08.040458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:08.261788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:08.266423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:08.266539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:11.272269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:11.277474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:11.282956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:11.287004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:11.287100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:14.294216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:14.301691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:14.309122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:14.314945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:14.315109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:17.320146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:17.326325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:17.333222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:17.342457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:17.342604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:20.349062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:20.353895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:20.358159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:20.362127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:20.362228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:23.366158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:23.369900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:23.373410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:23.377019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:23.377102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:26.381531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:26.385529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:26.389675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:26.394114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:26.394209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:29.399398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:29.405754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:29.411898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:29.416023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:29.416103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:32.420834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:32.424782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:32.428395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:32.432048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:32.432143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:35.436563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:35.440531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:35.444619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:35.448404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:35.448494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:38.453831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:38.458564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:38.462288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:38.465736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:38.465859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:41.470432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:41.474872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:41.479202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:41.483555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:41.483699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:44.488336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:44.492569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:44.496579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:44.506908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:44.507146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:47.513330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:47.518732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:47.525269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:47.532137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:47.532339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:50.536480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:50.540017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:50.543431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:50.547112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:50.547196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:53.552183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:53.556748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:53.560488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:53.564188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:53.564269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:56.568400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:56.572116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:56.575584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:56.579602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:56.579748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:15:59.584725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:15:59.588925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:15:59.592592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:15:59.596113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:15:59.596197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:02.601217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:02.606274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:02.610766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:02.614367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:02.614454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:05.620694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:05.624915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:05.628820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:05.632669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:05.632807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:08.637335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:08.641113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:08.644561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:08.647944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:08.648047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:11.654256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:11.658700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:11.662518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:11.666115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:11.666198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:14.672433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:14.677072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:14.681121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:14.684835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:14.684919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:17.690220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:17.694757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:17.699012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:17.702762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:17.702867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:20.707506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:20.712083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:20.716905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:20.722002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:20.722143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:23.728578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:23.733132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:23.737439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:23.741982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:23.742100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:26.747471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:26.756823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:26.761497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:26.765573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:26.765736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:29.771045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:29.775741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:29.779980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:29.783932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:29.784026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:32.789076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:32.793222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:32.796881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:32.800819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:32.800923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:35.805850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:35.810277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:35.814245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:35.818046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:35.818137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:38.823253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:38.827330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:38.831538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:38.835282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:38.835365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:41.841300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:41.847119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:41.852552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:41.857488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:41.857708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:44.863700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:44.869165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:44.874377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:44.878508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:44.878625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:47.884525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:47.889389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:47.893324] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:47.897004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:47.897086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:50.902028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:50.906066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:50.910364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:50.914152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:50.914241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:53.919176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:53.923813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:53.930047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:53.935052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:53.935175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:56.940530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:56.945385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:56.950359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:56.954873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:56.954970] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:16:59.962793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:16:59.969340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:16:59.976497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:16:59.983011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:16:59.983271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:02.988189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:02.992484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:02.997914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:03.001979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:03.002076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:06.007054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:06.011160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:06.014987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:06.019176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:06.019306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:09.223541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:09.229089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:09.233578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:09.237450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:09.237542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:12.241988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:12.247465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:12.252726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:12.256913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:12.257130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:15.262837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:15.267015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:15.271531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:15.276709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:15.276848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:18.283077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:18.287420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:18.291409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:18.296260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:18.296367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:21.301140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:21.305695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:21.310410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:21.314714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:21.314839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:24.320487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:24.324484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:24.328485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:24.332160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:24.332255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:27.341437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:27.346948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:27.352528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:27.357157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:27.357271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:30.362749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:30.368137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:30.372842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:30.378132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:30.378707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:33.384077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:33.388989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:33.393837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:33.402041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:33.402262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:36.407265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:36.411129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:36.416365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:36.422246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:36.422351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:39.427922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:39.432355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:39.437349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:39.441435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:39.441531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:42.447096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:42.451339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:42.456112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:42.460459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:42.460614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:45.465688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:45.469986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:45.473827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:45.477613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:45.477742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:48.483727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:48.492801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:48.497136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:48.500964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:48.501049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:51.505630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:51.511739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:51.516217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:51.522338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:51.522554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:54.527422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:54.532076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:54.536596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:54.540768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:54.540885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:17:57.547106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:17:57.551984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:17:57.556048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:17:57.560395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:17:57.560498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:00.567245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:00.571905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:00.576052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:00.580414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:00.580520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:03.587587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:03.592723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:03.598855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:03.603540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:03.603662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:06.609689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:06.615429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:06.620045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:06.624252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:06.624340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:09.631421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:09.636919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:09.641790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:09.646308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:09.646412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:12.653176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:12.658298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:12.664563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:12.670601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:12.670784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:15.675690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:15.679824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:15.684410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:15.689680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:15.689824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:18.696715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:18.702241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:18.708394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:18.714027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:18.714150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:21.721065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:21.725566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:21.729712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:21.734008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:21.734097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:24.739986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:24.745105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:24.749425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:24.753428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:24.753546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:27.759821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:27.764696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:27.768978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:27.773113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:27.773227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:30.778942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:30.783741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:30.788713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:30.792928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:30.793036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:33.798782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:33.803478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:33.807890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:33.812808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:33.812914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:36.818231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:36.822804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:36.827371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:36.832026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:36.832134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:39.839400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:39.843975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:39.849361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:39.854126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:39.854224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:42.862142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:42.867162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:42.872679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:42.878367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:42.878470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:45.885422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:45.890624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:45.894844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:45.898420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:45.898503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:48.903253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:48.907338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:48.911064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:48.914470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:48.914549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:51.919319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:51.923161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:51.927008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:51.930598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:51.930704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:54.937302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:54.942769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:54.947803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:54.952762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:54.952886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:18:57.959112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:18:57.963570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:18:57.968827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:18:57.973119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:18:57.973255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:00.978426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:00.983513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:00.988027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:00.992504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:00.992601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:03.998106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:04.003157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:04.007623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:04.011624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:04.011741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:07.017635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:07.022037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:07.026523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:07.030719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:07.030801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:10.035394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:10.335065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:10.369505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:10.373909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:10.374009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:13.379636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:13.386276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:13.391023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:13.395385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:13.395503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:16.401480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:16.406700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:16.411794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:16.416343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:16.416438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:19.422308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:19.427290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:19.432141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:19.437559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:19.437708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:22.443206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:22.447063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:22.451724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:22.456003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:22.456098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:25.465334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:25.470073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:25.475120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:25.479482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:25.479601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:28.484258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:28.492525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:28.497583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:28.501918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:28.502013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:31.507343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:31.512484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:31.516838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:31.523305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:31.523715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:34.529635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:34.535921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:34.541507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:34.546279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:34.546455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:37.551607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:37.556296] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:37.561973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:37.566629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:37.566871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:40.572207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:40.576732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:40.585451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:40.590907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:40.590988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:43.596936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:43.601551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:43.607380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:43.612984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:43.613248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:46.617692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:46.621755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:46.626155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:46.630037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:46.630131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:49.636191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:49.641626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:49.646375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:49.651733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:49.651861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:52.657792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:52.663097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:52.668516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:52.673634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:52.673808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:55.681390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:55.686978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:55.693611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:55.698703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:55.698860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:19:58.704676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:19:58.710068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:19:58.714902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:19:58.718915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:19:58.719009] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:01.723521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:01.727395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:01.732317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:01.735946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:01.736022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:04.741477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:04.746255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:04.750046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:04.753695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:04.753779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:07.760384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:07.766691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:07.772565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:07.778317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:07.778476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:10.786153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:10.791569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:10.797761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:10.803152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:10.803363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:13.808314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:13.812398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:13.817662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:13.823486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:13.823640] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:16.859831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:16.864058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:16.868707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:16.872976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:16.873062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:19.879457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:19.883579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:19.887476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:19.891594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:19.891713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:22.898932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:22.904236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:22.909258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:22.913490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:22.913587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:25.919031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:25.923836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:25.928061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:25.932094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:25.932200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:28.937536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:28.942466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:28.946523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:28.950279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:28.950386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:31.955635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:31.971020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:31.976840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:31.981378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:31.981486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:34.986829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:34.991775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:34.995759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:34.999534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:34.999637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:38.004883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:38.010148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:38.015487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:38.019461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:38.019571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:41.213301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:41.218722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:41.254030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:41.258602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:41.258741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:44.263383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:44.268262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:44.273320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:44.278149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:44.278273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:47.283133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:47.292989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:47.297502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:47.302717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:47.302841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:50.310078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:50.314450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:50.320820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:50.326182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:50.326310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:53.333724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:53.338787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:53.344077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:53.348964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:53.349062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:56.353594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:56.358561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:56.362591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:56.367147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:56.367305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:20:59.374172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:20:59.379634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:20:59.384171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:20:59.388978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:20:59.389135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:02.394368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:02.401716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:02.406618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:02.410459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:02.410543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:05.415143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:05.419020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:05.422718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:05.426282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:05.426362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:08.433092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:08.437840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:08.442340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:08.446397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:08.446576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:11.453330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:11.459023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:11.464203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:11.468430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:11.468524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:14.473919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:14.478589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:14.482497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:14.486873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:14.486989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:17.492101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:17.496052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:17.499815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:17.503782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:17.503913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:20.509106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:20.513614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:20.518547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:20.522597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:20.522706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:23.529014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:23.533531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:23.537907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:23.542228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:23.542350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:26.548057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:26.552095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:26.555811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:26.559410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:26.559517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:29.565110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:29.570182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:29.575415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:29.580743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:29.580929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:32.585790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:32.590205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:32.594391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:32.598236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:32.598327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:35.602919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:35.606719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:35.611380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:35.615413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:35.615529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:38.621205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:38.625356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:38.631283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:38.636519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:38.636616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:41.645682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:41.651772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:41.660223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:41.665891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:41.666043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:44.671005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:44.675659] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:44.679508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:44.683086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:44.683171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:47.688459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:47.692815] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:47.697764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:47.701683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:47.701778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:50.707431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:50.712106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:50.716262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:50.720371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:50.720488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:53.726375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:53.731243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:53.736030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:53.740727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:53.740882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:56.746839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:56.751733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:56.757082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:56.762356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:56.762487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:21:59.767932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:21:59.772679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:21:59.777460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:21:59.781972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:21:59.782081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:02.787841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:02.795130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:02.799914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:02.804325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:02.804683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:05.809705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:05.813532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:05.817185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:05.821294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:05.821438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:08.826972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:08.831045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:08.835078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:08.838987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:08.839086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:11.845616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:11.851352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:11.858328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:11.864476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:11.864876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:14.871084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:14.876724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:14.881487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:14.886146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:14.886395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:17.892924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:17.898214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:17.902945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:17.906772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:17.906854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:20.911473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:20.915310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:20.918830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:20.922255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:20.922335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:23.927622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:23.931981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:23.937021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:23.942088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:23.942204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:26.947065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:26.951703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:26.956315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:26.960894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:26.960993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:29.967273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:29.972397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:29.976290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:29.980297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:29.980377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:32.987219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:32.991773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:32.995872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:33.000061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:33.000149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:36.007291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:36.012017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:36.015786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:36.021165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:36.021373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:39.026464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:39.030935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:39.034914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:39.038542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:39.038629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:42.042998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:42.143124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:42.147379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:42.151273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:42.151386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:45.156689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:45.161880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:45.165890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:45.169998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:45.170103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:48.177085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:48.183846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:48.187985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:48.193824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:48.193905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:51.199596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:51.206826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:51.213752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:51.222296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:51.222839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:54.229409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:54.234114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:54.239135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:54.244456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:54.244572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:22:57.249589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:22:57.253459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:22:57.257168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:22:57.266621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:22:57.266787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:00.272173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:00.276038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:00.280007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:00.283805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:00.283896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:03.289751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:03.293634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:03.298493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:03.303265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:03.303391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:06.308737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:06.313080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:06.317868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:06.323367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:06.323471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:09.329664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:09.335534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:09.339971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:09.344955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:09.345081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:12.352834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:12.358440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:12.366129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:12.373597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:12.374861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:15.380408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:15.415599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:15.452093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:15.457187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:15.457339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:18.462492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:18.466596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:18.471267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:18.475940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:18.476123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:21.482429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:21.487967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:21.493119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:21.498530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:21.498713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:24.505149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:24.511041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:24.516257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:24.522238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:24.522406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:27.529344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:27.536351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:27.542021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:27.548822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:27.548972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:30.556311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:30.561556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:30.566142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:30.572963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:30.573233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:33.580165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:33.586429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:33.592915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:33.598561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:33.598773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:36.605208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:36.610441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:36.614905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:36.619604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:36.619847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:39.625471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:39.629327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:39.635429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:39.640043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:39.640145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:42.647529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:42.653324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:42.660299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:42.665090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:42.665173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:45.670483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:45.674571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:45.678267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:45.682845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:45.682965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:48.688226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:48.692539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:48.696493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:48.700143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:48.700253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:51.705460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:51.709227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:51.712905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:51.716356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:51.716450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:54.721858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:54.726315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:54.730805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:54.735022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:54.735117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:23:57.740717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:23:57.744808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:23:57.748560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:23:57.752354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:23:57.752440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:00.758625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:00.763317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:00.769460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:00.774441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:00.774775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:03.780000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:03.785547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:03.789440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:03.792971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:03.793078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:06.798734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:06.803073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:06.807172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:06.812303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:06.812409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:09.820003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:09.825119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:09.829697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:09.833435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:09.833538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:12.838362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:12.843038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:12.847437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:12.851159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:12.851243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:15.856933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:15.861053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:15.864750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:15.868547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:15.868637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:18.875104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:18.880788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:18.887541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:18.893863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:18.893999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:21.902498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:21.906202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:21.910175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:21.914675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:21.914768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:24.922093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:24.926846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:24.930873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:24.935018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:24.935124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:27.939949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:27.944748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:27.949341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:27.953503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:27.953602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:30.957571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:30.961286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:30.964882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:30.968302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:30.968389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:33.973780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:33.979061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:33.984595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:33.989319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:33.989429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:36.994997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:37.000057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:37.004330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:37.008306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:37.008421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:40.014466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:40.018813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:40.024191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:40.028555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:40.028680] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:43.035519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:43.041848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:43.237524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:43.242375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:43.242448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:46.249368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:46.255323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:46.261025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:46.266933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:46.267121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:49.273301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:49.278168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:49.282791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:49.286691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:49.286772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:52.292908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:52.296660] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:52.300329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:52.304378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:52.304487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:55.309020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:55.312545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:55.316777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:55.320590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:55.320705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:24:58.325201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:24:58.329291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:24:58.333278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:24:58.336995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:24:58.337088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:01.342036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:01.346047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:01.350211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:01.355320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:01.355440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:04.362948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:04.368169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:04.373269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:04.378239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:04.378461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:07.382965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:07.386820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:07.390561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:07.394148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:07.394242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:10.398984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:10.402879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:10.406507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:10.410074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:10.410160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:13.416187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:13.420821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:13.426033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:13.430587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:13.430716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:16.436849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:16.443054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:16.448476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:16.453474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:16.453608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:19.459542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:19.464417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:19.468189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:19.471771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:19.471851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:22.478017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:22.483497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:22.488880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:22.493624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:22.493772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:25.499709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:25.504635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:25.508922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:25.513965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:25.514160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:28.520455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:28.527338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:28.534057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:28.540627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:28.540863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:31.546198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:31.550892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:31.554974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:31.559063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:31.559168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:34.564702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:34.569837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:34.574587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:34.578494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:34.578596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:37.583386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:37.587687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:37.591971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:37.596218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:37.596338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:40.603110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:40.607967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:40.612221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:40.616564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:40.616704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:43.621953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:43.626199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:43.630903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:43.635011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:43.635091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:46.641064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:46.646207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:46.651704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:46.656744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:46.656851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:49.663924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:49.669160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:49.674682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:49.678965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:49.679061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:52.683558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:52.687255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:52.691306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:52.695624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:52.695777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:55.700994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:55.704892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:55.709066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:55.712700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:55.712798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:25:58.717999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:25:58.722128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:25:58.725813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:25:58.729297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:25:58.729383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:01.733942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:01.737887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:01.741888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:01.746034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:01.746148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:04.752145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:04.756937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:04.760852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:04.764364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:04.764444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:07.770364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:07.775923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:07.782229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:07.787314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:07.787427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:10.794611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:10.798773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:10.802783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:10.806464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:10.806544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:13.813184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:13.818086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:13.823304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:13.827729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:13.827825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:16.832790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:16.837098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:16.842777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:16.847028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:16.847115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:19.852122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:19.857362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:19.861696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:19.865802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:19.865909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:22.871491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:22.875812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:22.879302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:22.882885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:22.882965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:25.888484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:25.893906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:25.898066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:25.902307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:25.902415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:28.908010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:28.912535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:28.916384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:28.921213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:28.921403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:31.926375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:31.931115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:31.936080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:31.940781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:31.940904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:34.946360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:34.950402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:34.953950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:34.957414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:34.957496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:37.963269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:37.967784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:37.971472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:37.975469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:37.975555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:40.982462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:40.987722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:40.992695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:40.997456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:40.997762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:44.004896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:44.009886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:44.014620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:44.102690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:44.102797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:47.107567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:47.111109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:47.114543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:47.118332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:47.118427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:50.124083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:50.128491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:50.133072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:50.138505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:50.138630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:53.144396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:53.148790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:53.153188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:53.157766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:53.157879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:56.165066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:56.170363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:56.174751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:56.179594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:56.180140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:26:59.186081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:26:59.190493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:26:59.194471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:26:59.198198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:26:59.198289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:02.206068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:02.211759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:02.216113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:02.220597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:02.220881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:05.228428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:05.233312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:05.238160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:05.242398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:05.242554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:08.250707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:08.256713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:08.263368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:08.270433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:08.270588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:11.276176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:11.281020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:11.284858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:11.289018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:11.289115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:14.293955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:14.298326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:14.303133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:14.307322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:14.307501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:17.311818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:17.316082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:17.319960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:17.323767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:17.323852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:20.328118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:20.332584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:20.338608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:20.343108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:20.343239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:23.347461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:23.351363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:23.355121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:23.358920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:23.359010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:26.364621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:26.369890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:26.374721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:26.380165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:26.380285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:29.387062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:29.391584] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:29.395162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:29.398614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:29.398729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:32.404761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:32.410433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:32.415176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:32.419699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:32.420058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:35.425911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:35.429597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:35.433280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:35.437790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:35.441610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:38.447170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:38.451366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:38.456031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:38.463120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:38.463781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:41.470354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:41.474450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:41.477973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:41.482376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:41.482511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:44.487920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:44.493314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:44.498972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:44.503368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:44.503453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:47.508758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:47.513056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:47.517800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:47.522086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:47.522212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:50.527095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:50.530948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:50.534637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:50.541699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:50.541817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:53.548861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:53.553854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:53.558430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:53.562468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:53.562560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:56.567491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:56.572360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:56.576330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:56.581186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:56.581282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:27:59.586176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:27:59.589833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:27:59.594073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:27:59.597738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:27:59.597825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:02.604130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:02.608803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:02.612271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:02.615793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:02.615873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:05.620951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:05.625315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:05.630509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:05.635088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:05.635192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:08.640675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:08.644758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:08.648528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:08.652352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:08.652439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:11.657205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:11.662286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:11.666262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:11.669800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:11.669879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:14.675059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:14.679243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:14.684819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:14.689437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:14.689554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:17.694200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:17.698238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:17.702599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:17.706361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:17.706444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:20.711252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:20.715287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:20.719179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:20.723262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:20.723374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:23.729496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:23.734444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:23.738499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:23.742357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:23.742455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:26.747410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:26.752035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:26.756160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:26.760310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:26.760416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:29.765147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:29.769401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:29.773443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:29.777512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:29.777861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:32.784827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:32.790404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:32.795712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:32.800954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:32.801130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:35.807899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:35.814682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:35.820047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:35.824207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:35.824331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:38.829191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:38.833037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:38.838082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:38.842686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:38.842775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:41.847836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:41.854957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:41.858980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:41.862512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:41.862593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:44.869589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:44.874132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:44.878456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:44.882435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:44.882544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:47.887453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:47.891393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:47.895244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:47.898960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:47.899074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:50.905755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:50.910012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:50.913718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:50.917293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:50.917382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:53.923710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:53.929146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:53.933555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:53.938704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:53.938856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:56.944416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:56.948505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:56.953111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:56.957170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:56.957277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:28:59.963752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:28:59.968601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:28:59.973606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:28:59.978250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:28:59.978345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:02.984033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:02.989823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:02.995587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:03.000148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:03.000278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:06.006054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:06.011081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:06.015486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:06.019310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:06.019402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:09.026077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:09.032956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:09.037919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:09.042346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:09.042459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:12.049221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:12.054722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:12.059738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:12.064519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:12.064616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:15.071675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:15.077056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:15.085845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:15.382044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:15.382258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:18.426830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:18.431844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:18.435891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:18.440224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:18.440330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:21.445282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:21.451790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:21.459956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:21.466253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:21.466572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:24.475422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:24.481027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:24.485973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:24.491890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:24.492214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:27.498145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:27.503413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:27.512742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:27.518124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:27.518271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:30.524476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:30.529617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:30.535009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:30.540529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:30.540712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:33.546113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:33.550536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:33.554624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:33.558607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:33.558956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:36.563769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:36.567713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:36.571634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:36.576849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:36.577024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:39.582034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:39.586827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:39.591972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:39.596756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:39.596925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:42.601720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:42.605999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:42.610055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:42.614476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:42.614694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:45.619363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:45.623981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:45.628332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:45.632001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:45.632090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:48.637638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:48.642132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:48.646845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:48.651022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:48.651131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:51.656961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:51.662347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:51.666469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:51.671038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:51.671169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:54.677795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:54.682415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:54.686944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:54.691585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:54.691694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:29:57.697564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:29:57.701839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:29:57.706082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:29:57.710146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:29:57.710231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:00.715811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:00.720708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:00.725682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:00.730577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:00.730830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:03.736013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:03.740200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:03.744061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:03.747627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:03.747732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:06.754262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:06.758598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:06.762746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:06.767571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:06.767693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:09.773229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:09.776899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:09.781404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:09.785930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:09.786098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:12.790825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:12.795052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:12.798721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:12.802388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:12.802490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:15.810330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:15.816013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:15.821719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:15.826201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:15.826320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:18.858283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:18.862514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:18.866534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:18.870105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:18.870189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:21.875116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:21.879565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:21.884175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:21.888797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:21.888964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:24.895903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:24.902102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:24.907900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:24.912695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:24.912776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:27.919501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:27.925963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:27.930419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:27.935017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:27.935115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:30.941797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:30.946245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:30.952894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:30.958230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:30.961732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:33.967219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:33.972704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:33.977213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:33.984187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:33.984333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:36.990601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:36.995238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:37.000408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:37.005102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:37.005217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:40.009868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:40.013609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:40.017173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:40.021907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:40.022001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:43.026560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:43.030907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:43.034734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:43.038484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:43.038596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:46.240415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:46.275534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:46.280317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:46.283977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:46.284075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:49.288596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:49.292986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:49.297560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:49.302848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:49.302981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:52.308346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:52.313006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:52.319187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:52.323987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:52.324109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:55.328962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:55.332957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:55.337392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:55.342210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:55.342340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:30:58.347316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:30:58.353242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:30:58.357420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:30:58.361579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:30:58.361705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:01.367076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:01.373036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:01.378303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:01.383426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:01.383542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:04.388240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:04.392339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:04.396129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:04.400163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:04.400253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:07.405454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:07.409295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:07.413430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:07.417462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:07.417574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:10.422970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:10.427199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:10.431913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:10.436017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:10.436143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:13.441431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:13.445790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:13.450720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:13.454834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:13.454944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:16.460989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:16.465602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:16.472135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:16.476571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:16.476714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:19.485197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:19.492247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:19.499039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:19.506836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:19.507029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:22.512932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:22.517199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:22.521331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:22.526045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:22.526145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:25.531515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:25.535388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:25.539010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:25.542533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:25.542621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:28.548084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:28.552006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:28.555738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:28.559811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:28.559903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:31.565348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:31.569529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:31.573854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:31.577678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:31.577845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:34.582633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:34.587397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:34.592191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:34.596188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:34.596297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:37.602219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:37.606208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:37.610080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:37.614603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:37.614737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:40.621304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:40.625450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:40.629318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:40.633869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:40.634008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:43.639791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:43.644796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:43.649850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:43.654337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:43.654546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:46.660895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:46.665480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:46.669897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:46.673365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:46.673472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:49.679096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:49.683979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:49.688820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:49.693299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:49.693396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:52.698815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:52.703349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:52.707057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:52.711041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:52.711124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:55.717050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:55.721827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:55.726037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:55.730052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:55.730136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:31:58.736695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:31:58.740781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:31:58.744348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:31:58.747986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:31:58.748203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:01.754680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:01.759983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:01.764975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:01.769463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:01.769574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:04.775321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:04.780506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:04.784430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:04.788331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:04.788438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:07.793460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:07.797819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:07.802093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:07.805938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:07.806045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:10.810449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:10.814442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:10.818355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:10.822257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:10.822369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:13.827990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:13.832393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:13.835812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:13.839481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:13.839574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:16.846036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:16.851139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:16.855732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:16.859385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:16.859466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:19.865581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:19.873966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:19.878881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:19.883288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:19.883421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:22.888969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:22.894676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:22.900518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:22.906203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:22.906417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:25.911634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:25.915368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:25.919416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:25.922952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:25.923035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:28.932873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:28.938094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:28.943075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:28.947929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:28.948081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:31.953029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:31.957557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:31.961938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:31.965963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:31.966077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:34.972050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:34.977330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:34.982580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:34.987191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:34.987317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:37.991976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:37.996746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:38.001383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:38.006319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:38.006449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:41.010812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:41.014521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:41.018128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:41.021758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:41.021849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:44.028400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:44.033453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:44.037114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:44.040946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:44.041056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:47.047134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:47.052413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:47.270810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:47.274901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:47.274985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:50.280724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:50.286435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:50.291966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:50.297230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:50.297350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:53.302451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:53.308616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:53.313622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:53.317993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:53.318113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:56.323308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:56.330180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:56.335971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:56.340266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:56.340349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:32:59.346153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:32:59.351893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:32:59.357633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:32:59.362678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:32:59.362803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:02.367791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:02.371843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:02.376066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:02.381098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:02.381270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:05.387325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:05.393615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:05.400540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:05.406318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:05.406460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:08.410946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:08.416726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:08.423330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:08.428721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:08.429829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:11.434426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:11.438666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:11.442359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:11.445935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:11.446015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:14.451487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:14.456912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:14.462473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:14.466962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:14.467108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:17.471460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:17.565741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:17.600384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:17.668372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:17.668496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:20.674350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:20.678319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:20.682901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:20.688604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:20.688900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:23.695407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:23.706444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:23.711628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:23.717157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:23.717327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:26.722383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:26.726047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:26.731131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:26.736886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:26.737195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:29.743161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:29.747322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:29.751636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:29.755740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:29.755967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:32.762732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:32.767205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:32.771735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:32.776178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:32.776269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:35.781991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:35.787066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:35.791738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:35.796479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:35.796566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:38.801261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:38.807004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:38.812104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:38.816834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:38.816944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:41.823064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:41.828481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:41.833217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:41.837686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:41.837787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:44.844829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:44.850050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:44.854373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:44.859898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:44.860050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:47.868434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:47.875182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:47.879830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:47.884440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:47.884561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:50.891625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:50.897601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:50.903444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:50.908818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:50.908962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:53.914259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:53.920523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:53.925216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:53.931638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:53.931848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:56.936033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:56.939935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:56.943993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:56.947613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:56.947725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:33:59.952310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:33:59.957265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:33:59.960902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:33:59.964444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:33:59.964561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:02.969563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:02.974685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:02.979154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:02.983315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:02.983430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:05.990487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:05.997622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:06.004961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:06.011476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:06.011636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:09.018426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:09.023024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:09.026981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:09.031542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:09.031628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:12.035942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:12.039857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:12.043904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:12.047701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:12.047810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:15.052897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:15.057320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:15.061537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:15.066380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:15.066529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:18.071160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:18.075697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:18.080038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:18.363968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:18.364092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:21.369440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:21.373149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:21.377356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:21.381968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:21.382083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:24.388292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:24.394664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:24.400287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:24.408769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:24.408929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:27.414715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:27.419238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:27.423555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:27.427603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:27.427738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:30.433196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:30.437550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:30.442441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:30.447056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:30.447170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:33.452836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:33.457006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:33.461057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:33.465132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:33.465256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:36.469949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:36.474387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:36.478298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:36.482389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:36.482536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:39.487750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:39.492460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:39.496458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:39.500934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:39.501066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:42.509067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:42.514173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:42.518080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:42.521558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:42.521639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:45.525994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:45.531461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:45.535793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:45.539751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:45.539837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:48.547277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:48.552380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:48.558442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:48.562324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:48.562422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:51.568529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:51.572774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:51.577538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:51.581260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:51.581344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:54.586857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:54.590754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:54.594812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:54.598880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:54.599050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:34:57.606326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:34:57.612405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:34:57.616844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:34:57.620552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:34:57.620792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:00.627841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:00.633492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:00.638266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:00.643186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:00.643277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:03.650380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:03.658147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:03.664896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:03.671040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:03.671175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:06.680607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:06.692272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:06.700970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:06.709833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:06.710404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:09.717923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:09.723731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:09.728947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:09.735291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:09.735564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:12.741160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:12.746145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:12.751511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:12.756848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:12.757045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:15.763717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:15.767874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:15.771905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:15.777021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:15.777161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:18.784997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:18.792046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:18.797443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:18.802585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:18.802769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:21.810608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:21.815899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:21.820829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:21.828571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:21.828907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:24.835726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:24.841239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:24.845891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:24.851482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:24.851603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:27.857632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:27.862148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:27.866823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:27.871480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:27.871604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:30.878546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:30.885936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:30.890777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:30.898185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:30.898341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:33.903696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:33.907454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:33.911243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:33.914870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:33.914950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:36.920822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:36.925366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:36.929933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:36.933838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:36.933977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:39.938710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:39.943192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:39.947550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:39.951569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:39.951693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:42.955925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:42.959905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:42.963558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:42.967157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:42.967245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:45.977878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:45.981524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:45.985388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:45.989052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:45.989142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:48.993968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:48.998970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:49.004285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:49.008575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:49.008738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:52.013885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:52.017443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:52.021007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:52.024551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:52.024633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:55.028942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:55.032810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:55.036589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:55.040453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:55.040552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:35:58.046071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:35:58.050083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:35:58.054600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:35:58.059583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:35:58.059701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:01.066584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:01.071990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:01.077030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:01.081320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:01.081406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:04.087138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:04.091262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:04.095765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:04.100692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:04.100869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:07.107028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:07.111502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:07.115902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:07.120096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:07.120212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:10.124962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:10.129191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:10.133301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:10.137077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:10.137170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:13.141485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:13.145489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:13.149797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:13.153853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:13.153955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:16.159348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:16.163487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:16.167362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:16.171186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:16.171280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:19.176627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:19.180884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:19.185201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:19.189173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:19.189285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:22.194294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:22.198332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:22.202724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:22.206350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:22.206435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:25.212679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:25.216907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:25.222445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:25.226666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:25.226753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:28.231945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:28.236064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:28.240298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:28.244456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:28.244560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:31.251009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:31.255588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:31.260242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:31.263887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:31.263983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:34.268357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:34.272127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:34.275782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:34.279446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:34.279532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:37.284969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:37.289257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:37.293860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:37.297782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:37.297894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:40.303718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:40.307927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:40.311679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:40.315159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:40.315240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:43.321937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:43.325960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:43.329565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:43.333003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:43.333122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:46.341296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:46.346551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:46.352467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:46.357725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:46.357980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:49.365032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:49.370453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:49.375680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:49.380369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:49.380484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:52.389404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:52.396704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:52.403908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:52.411152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:52.411352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:55.418163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:55.424104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:55.430419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:55.435354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:55.435517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:36:58.442164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:36:58.448115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:36:58.452907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:36:58.457722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:36:58.457821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:01.465755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:01.471913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:01.477105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:01.482857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:01.483102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:04.489471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:04.494033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:04.499469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:04.505133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:04.505318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:07.510599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:07.515031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:07.522294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:07.526398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:07.526491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:10.531382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:10.535469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:10.539481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:10.543516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:10.543621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:13.550173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:13.554892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:13.560094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:13.565223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:13.565381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:16.569888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:16.573638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:16.577173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:16.581784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:16.581899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:19.588097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:19.592361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:19.596759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:19.600374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:19.600454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:22.606145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:22.610402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:22.614939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:22.618848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:22.618944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:25.665342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:25.671128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:25.675915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:25.680616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:25.680771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:28.685031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:28.688793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:28.692574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:28.696522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:28.696617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:31.702730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:31.707136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:31.711107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:31.714914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:31.715038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:34.720975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:34.726002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:34.730939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:34.735538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:34.735744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:37.739775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:37.743382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:37.746843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:37.750268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:37.750350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:40.754746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:40.758943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:40.762860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:40.766503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:40.766607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:43.771869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:43.775782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:43.779221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:43.782778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:43.782859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:46.787816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:46.791796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:46.796084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:46.799917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:46.800011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:49.805634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:49.810111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:49.816482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:49.821213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:49.821351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:52.827812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:52.833197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:52.838536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:52.842564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:52.842682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:55.847273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:55.854938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:55.859630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:55.864172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:55.864280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:37:58.871017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:37:58.876336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:37:58.881135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:37:58.885147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:37:58.885264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:01.894232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:01.900274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:01.905867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:01.911742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:01.911924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:04.917562] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:04.922752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:04.927598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:04.931818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:04.931918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:07.939018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:07.944035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:07.948410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:07.952054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:07.952144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:10.957553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:10.962154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:10.967259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:10.971799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:10.971910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:13.978765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:13.983846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:13.988582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:13.993008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:13.993107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:16.997216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:17.000955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:17.005051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:17.009661] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:17.009792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:20.014253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:20.113482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:20.148156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:20.152342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:20.152469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:23.162700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:23.168326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:23.173476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:23.177527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:23.178418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:26.183688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:26.188194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:26.193153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:26.197303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:26.197408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:29.202251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:29.206279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:29.210370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:29.214549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:29.214662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:32.219009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:32.223594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:32.228048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:32.232070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:32.232172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:35.236371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:35.240037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:35.243855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:35.247566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:35.247686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:38.251993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:38.255752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:38.259337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:38.262923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:38.263031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:41.268498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:41.273627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:41.278081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:41.281677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:41.281754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:44.287584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:44.292692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:44.297740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:44.301604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:44.301726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:47.307195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:47.311673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:47.315696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:47.319538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:47.319634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:50.324913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:50.329838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:50.334751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:50.338753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:50.338865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:53.343678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:53.348114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:53.352241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:53.357010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:53.357157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:56.361974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:56.365896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:56.369489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:56.373170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:56.373265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:38:59.377740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:38:59.381442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:38:59.384933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:38:59.389285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:38:59.389416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:02.394592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:02.398868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:02.403488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:02.408240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:02.408374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:05.414207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:05.419086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:05.423926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:05.428018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:05.428127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:08.435120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:08.440009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:08.445292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:08.450467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:08.450612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:11.455980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:11.461462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:11.466483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:11.470461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:11.470555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:14.476986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:14.482189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:14.487499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:14.492702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:14.492819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:17.498937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:17.504021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:17.508544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:17.512361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:17.512449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:20.518107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:20.523232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:20.528398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:20.532796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:20.532920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:23.537863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:23.543510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:23.547718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:23.551546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:23.551664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:26.556791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:26.562258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:26.567251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:26.572050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:26.572161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:29.576366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:29.580280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:29.584192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:29.588187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:29.588297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:32.592478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:32.596378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:32.600464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:32.604168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:32.604274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:35.608988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:35.613619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:35.618086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:35.622392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:35.622507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:38.627109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:38.630999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:38.635090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:38.639132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:38.639244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:41.644456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:41.648623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:41.652611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:41.656588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:41.656743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:44.662129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:44.667196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:44.672825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:44.677694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:44.677804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:47.685529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:47.691308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:47.696014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:47.700612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:47.700763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:50.705736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:50.711336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:50.717082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:50.721575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:50.721752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:53.726518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:53.731548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:53.736452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:53.741497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:53.741627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:56.746478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:56.752023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:56.757407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:56.763326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:56.763431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:39:59.768390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:39:59.772146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:39:59.775792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:39:59.779924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:39:59.780059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:02.784996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:02.789782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:02.794355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:02.798822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:02.798950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:05.804130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:05.807682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:05.811234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:05.814742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:05.814835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:08.819803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:08.824013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:08.827994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:08.831847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:08.831948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:11.837201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:11.841931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:11.846137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:11.849984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:11.850081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:14.855127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:14.860240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:14.864441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:14.869702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:14.869813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:17.878112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:17.883040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:17.887389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:17.892193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:17.892327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:21.010735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:21.014826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:21.050635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:21.055170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:21.055249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:24.060426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:24.065171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:24.069814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:24.074234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:24.074338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:27.080372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:27.085472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:27.095909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:27.101069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:27.101184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:30.107802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:30.113864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:30.119504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:30.124186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:30.124292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:33.130491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:33.135375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:33.141447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:33.148027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:33.148184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:36.153873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:36.158405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:36.162858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:36.167887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:36.168056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:39.175514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:39.181564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:39.187894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:39.192849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:39.192932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:42.197746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:42.201479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:42.207699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:42.213637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:42.213817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:45.219438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:45.225189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:45.230034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:45.235619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:45.235809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:48.241684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:48.246072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:48.250009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:48.256011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:48.256151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:51.261753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:51.266350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:51.270731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:51.274343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:51.274430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:54.280429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:54.286667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:54.291846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:54.297464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:54.297583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:40:57.303239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:40:57.308714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:40:57.313033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:40:57.316723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:40:57.316799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:00.323108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:00.329344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:00.335779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:00.340820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:00.340979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:03.347411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:03.353014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:03.357286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:03.361124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:03.361213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:06.366026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:06.370367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:06.374055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:06.378738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:06.378939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:09.384504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:09.389139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:09.393144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:09.397103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:09.397187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:12.401712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:12.405844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:12.410104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:12.414114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:12.414227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:15.420255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:15.425253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:15.430466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:15.436253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:15.436379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:18.441399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:18.445975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:18.450257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:18.455196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:18.455311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:21.461141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:21.467481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:21.473574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:21.477773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:21.477881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:24.482324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:24.486465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:24.490471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:24.494245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:24.494356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:27.500096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:27.505145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:27.508951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:27.512580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:27.512696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:30.518990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:30.522714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:30.526327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:30.531003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:30.531101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:33.535870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:33.539725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:33.543370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:33.547376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:33.547465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:36.552511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:36.556304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:36.560531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:36.564425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:36.564530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:39.571114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:39.575591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:39.579680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:39.583488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:39.583602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:42.589818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:42.594156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:42.598775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:42.603385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:42.603478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:45.609035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:45.613608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:45.618300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:45.623623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:45.623780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:48.630496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:48.635612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:48.640131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:48.644154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:48.644256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:51.651727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:51.658474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:51.664011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:51.669324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:51.669461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:54.674760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:54.680058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:54.685182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:54.690713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:54.690829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:41:57.696822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:41:57.701038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:41:57.704982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:41:57.709056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:41:57.709161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:00.714166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:00.718528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:00.723058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:00.727207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:00.727323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:03.732625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:03.736133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:03.740013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:03.743526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:03.743622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:06.748981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:06.752805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:06.756292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:06.760139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:06.760220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:09.766541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:09.771162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:09.776065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:09.779739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:09.779821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:12.786246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:12.790667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:12.794697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:12.798355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:12.798442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:15.803775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:15.807727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:15.812325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:15.817404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:15.817534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:18.824055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:18.828223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:18.834254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:18.839102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:18.839192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:21.844267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:21.849376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:21.854749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:21.858979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:21.859082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:24.864003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:24.868512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:24.872893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:24.877107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:24.877201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:27.881449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:27.884987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:27.888517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:27.891995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:27.892084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:30.898772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:30.903833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:30.908438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:30.913095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:30.913204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:33.917991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:33.922106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:33.926205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:33.930106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:33.930220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:36.936040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:36.941134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:36.945184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:36.949295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:36.949382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:39.955546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:39.959631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:39.963530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:39.967347] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:39.967557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:42.975269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:42.979268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:42.982788] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:42.986316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:42.986399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:45.992099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:45.996183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:46.000184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:46.004128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:46.004216] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:49.009745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:49.014136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:49.018264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:49.022056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:49.022140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:52.028007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:52.032212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:52.127588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:52.131514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:52.131615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:55.136989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:55.141543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:55.146567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:55.151233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:55.151343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:42:58.158151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:42:58.162984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:42:58.167340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:42:58.171794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:42:58.171918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:01.177496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:01.181847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:01.186438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:01.191161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:01.191556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:04.198263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:04.202911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:04.208971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:04.214468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:04.214726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:07.222630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:07.227500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:07.233584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:07.238867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:07.239019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:10.243509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:10.247306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:10.251167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:10.254923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:10.255015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:13.260599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:13.265733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:13.270332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:13.274899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:13.275016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:16.279289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:16.283013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:16.287232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:16.291511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:16.291775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:19.297621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:19.334930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:19.372742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:19.377328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:19.377424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:22.383290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:22.393227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:22.398507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:22.404221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:22.404385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:25.409035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:25.413547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:25.417866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:25.422251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:25.422364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:28.427725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:28.432148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:28.436618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:28.440937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:28.441047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:31.446500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:31.451421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:31.456986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:31.461696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:31.461805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:34.469079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:34.475624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:34.482382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:34.489631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:34.489875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:37.495233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:37.499729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:37.505906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:37.511147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:37.511266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:40.516294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:40.520735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:40.524985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:40.529756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:40.529975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:43.537741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:43.541623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:43.545537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:43.549127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:43.549280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:46.555756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:46.560197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:46.563990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:46.567622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:46.567733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:49.573801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:49.577860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:49.581666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:49.585467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:49.585551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:52.591300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:52.595472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:52.599537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:52.604245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:52.604341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:55.610473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:55.615663] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:55.619961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:55.624363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:55.624525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:43:58.630466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:43:58.635711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:43:58.639916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:43:58.643880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:43:58.643963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:01.649829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:01.654542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:01.658725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:01.662669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:01.662770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:04.670405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:04.676613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:04.680444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:04.686199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:04.686354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:07.693549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:07.701845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:07.708132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:07.712425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:07.712565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:10.718174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:10.723163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:10.728078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:10.732979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:10.733082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:13.737335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:13.741972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:13.746119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:13.750270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:13.750368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:16.755015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:16.758887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:16.762247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:16.765702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:16.765782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:19.770005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:19.773701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:19.778103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:19.782215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:19.782304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:22.786475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:22.790606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:22.794989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:22.798928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:22.799016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:25.804171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:25.809072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:25.814691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:25.819186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:25.819300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:28.825350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:28.829793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:28.835718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:28.841108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:28.841214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:31.846380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:31.850290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:31.853853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:31.857401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:31.857486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:34.862977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:34.867082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:34.871533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:34.875885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:34.875977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:37.882602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:37.888894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:37.892811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:37.896926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:37.897010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:40.902156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:40.905834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:40.910004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:40.913620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:40.913719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:43.917858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:43.921546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:43.925833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:43.929322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:43.929410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:46.934685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:46.938268] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:46.941873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:46.946352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:46.946474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:49.951360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:49.955540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:49.959690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:49.964125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:49.964244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:52.970498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:52.975359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:52.979581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:52.983562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:52.983682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:55.990336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:55.996322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:56.002504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:56.008844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:56.009064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:44:59.015769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:44:59.019918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:44:59.023690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:44:59.027513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:44:59.027596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:02.032908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:02.036928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:02.040929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:02.044608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:02.044712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:05.048869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:05.052738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:05.057526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:05.062272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:05.062398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:08.067796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:08.072536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:08.077453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:08.082323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:08.082413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:11.086933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:11.090854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:11.095737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:11.099908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:11.100027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:14.104812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:14.109225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:14.113933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:14.117548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:14.117630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:17.123902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:17.128172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:17.133027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:17.136711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:17.136804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:20.141410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:20.145750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:20.149967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:20.153994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:20.154091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:23.159894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:23.164319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:23.168574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:23.172282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:23.172366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:26.178375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:26.183010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:26.187469] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:26.191587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:26.191712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:29.196075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:29.200043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:29.204008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:29.207930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:29.208058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:32.213995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:32.219598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:32.225553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:32.230075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:32.230187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:35.235966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:35.240231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:35.244264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:35.247994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:35.248082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:38.254279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:38.259469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:38.265239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:38.270477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:38.270614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:41.277352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:41.283419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:41.287329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:41.291662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:41.291747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:44.298009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:44.302540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:44.307393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:44.312568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:44.312691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:47.317767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:47.324923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:47.328517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:47.332149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:47.332227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:50.337138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:50.341181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:50.344997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:50.348848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:50.349042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:53.355201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:53.360761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:53.366003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:53.370625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:53.370738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:56.376072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:56.382127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:56.386978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:56.391945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:56.392066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:45:59.397504] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:45:59.402272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:45:59.406085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:45:59.409740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:45:59.409847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:02.416358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:02.420908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:02.425147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:02.429170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:02.429265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:05.434797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:05.439476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:05.444043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:05.448945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:05.449278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:08.453761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:08.457566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:08.461691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:08.465476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:08.465577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:11.473194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:11.478309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:11.483108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:11.488217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:11.488342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:14.493413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:14.498153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:14.503785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:14.508569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:14.508855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:17.516443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:17.522370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:17.528582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:17.532708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:17.532793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:20.537221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:20.542041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:20.546869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:20.551614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:20.551952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:23.557885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:23.562936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:23.567802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:23.572191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:23.572297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:26.578688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:26.584006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:26.589634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:26.594475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:26.594618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:29.599008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:29.602844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:29.606817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:29.610530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:29.610617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:32.615449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:32.619335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:32.622997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:32.626394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:32.626475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:35.631158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:35.636178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:35.640429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:35.644022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:35.644109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:38.649361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:38.653554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:38.657498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:38.661838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:38.661958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:41.666189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:41.669800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:41.673337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:41.676914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:41.677002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:44.682076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:44.686349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:44.690294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:44.694041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:44.694136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:47.699894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:47.704110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:47.708289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:47.712001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:47.712107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:50.717485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:50.721718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:50.726006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:50.730354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:50.730481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:53.735281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:53.740605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:53.745459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:53.749191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:53.749275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:56.754917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:56.759142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:56.763263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:56.767211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:56.767319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:46:59.774118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:46:59.779072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:46:59.783874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:46:59.788621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:46:59.788735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:02.794321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:02.799140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:02.803146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:02.806982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:02.807065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:05.813125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:05.818006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:05.822146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:05.825692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:05.825773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:08.830765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:08.834598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:08.838286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:08.841787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:08.841871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:11.846086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:11.852877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:11.856722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:11.860470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:11.860574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:14.865101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:14.873281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:14.877740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:14.881638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:14.881796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:17.888453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:17.893946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:17.899614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:17.905265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:17.905343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:20.911927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:20.919191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:20.926261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:20.931596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:20.931830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:23.940253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:23.946903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:23.954410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:23.961771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:23.961991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:26.967573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:26.973597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:26.978878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:26.982751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:26.982860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:29.988129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:29.992908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:29.996848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:30.000522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:30.000613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:33.006339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:33.011810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:33.016116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:33.020159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:33.020247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:36.026284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:36.029992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:36.033433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:36.037931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:36.038046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:39.045297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:39.050782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:39.056095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:39.060689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:39.060804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:42.065567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:42.069462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:42.073389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:42.076960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:42.077048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:45.082994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:45.087359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:45.091263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:45.095059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:45.095136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:48.100471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:48.104287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:48.108216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:48.111698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:48.111778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:51.118160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:51.123480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:51.128633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:51.133378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:51.133491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:54.143889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:54.149743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:54.153880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:54.157267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:54.157343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:47:57.163083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:47:57.167363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:47:57.171835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:47:57.176392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:47:57.176560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:00.181379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:00.185199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:00.190428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:00.194351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:00.194456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:03.199321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:03.203069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:03.207403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:03.211476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:03.211570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:06.215965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:06.220773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:06.225479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:06.229412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:06.229508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:09.234191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:09.238845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:09.242809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:09.247025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:09.247135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:12.253810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:12.258196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:12.262438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:12.266406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:12.266520] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:15.273263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:15.278393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:15.283078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:15.286747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:15.286829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:18.293627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:18.298816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:18.303620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:18.307842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:18.307928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:21.312346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:21.316049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:21.319783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:21.323406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:21.323497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:24.330666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:24.335137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:24.339535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:24.343590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:24.343704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:27.350460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:27.355444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:27.363565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:27.369521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:27.369638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:30.375065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:30.379217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:30.383184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:30.387595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:30.387721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:33.392297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:33.396242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:33.400879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:33.408050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:33.408205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:36.413941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:36.417809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:36.423357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:36.428692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:36.428839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:39.434027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:39.438054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:39.441507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:39.444871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:39.444946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:42.449983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:42.453993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:42.457952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:42.462096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:42.462206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:45.468372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:45.472206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:45.475584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:45.479548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:45.479689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:48.485763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:48.489924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:48.493718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:48.497361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:48.497445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:51.502114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:51.506086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:51.510118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:51.513879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:51.513975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:54.520037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:54.525350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:54.530412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:54.534634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:54.534763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:48:57.539465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:48:57.543608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:48:57.547844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:48:57.551833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:48:57.552501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:00.558799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:00.564387] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:00.569264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:00.573763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:00.573847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:03.579348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:03.583683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:03.587821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:03.592284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:03.592433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:06.598510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:06.602789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:06.606614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:06.610072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:06.610150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:09.615707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:09.619968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:09.623761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:09.627302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:09.627383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:12.633232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:12.636992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:12.640486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:12.643942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:12.644054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:15.648516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:15.652695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:15.656633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:15.660489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:15.660595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:18.667059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:18.672004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:18.676319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:18.681062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:18.681176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:21.686951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:21.691984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:21.696451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:21.704241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:21.704360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:24.709297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:24.713956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:24.718703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:24.722669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:24.722770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:27.727692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:27.731380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:27.735915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:27.739992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:27.740089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:30.746745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:30.752173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:30.757102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:30.762603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:30.762794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:33.768575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:33.772878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:33.777031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:33.781067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:33.781148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:36.788264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:36.792263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:36.797778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:36.803103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:36.803197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:39.808565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:39.812433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:39.816074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:39.821159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:39.821340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:42.825858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:42.831497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:42.836086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:42.840185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:42.840301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:45.845467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:45.849726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:45.853402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:45.857732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:45.857857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:48.863116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:48.867347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:48.871540] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:48.875604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:48.875723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:51.882284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:51.887768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:51.891974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:51.896120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:51.896195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:54.903319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:54.908626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:54.914268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:54.918368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:54.918474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:49:57.923197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:49:57.927143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:49:57.931143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:49:57.934616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:49:57.934718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:00.939402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:00.943347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:00.947838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:00.951981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:00.952080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:03.958711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:03.964436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:03.968602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:03.973109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:03.973236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:06.978516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:06.983414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:06.988211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:06.992498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:06.992618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:09.998440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:10.003050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:10.006958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:10.010894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:10.010992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:13.016259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:13.020545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:13.024571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:13.028382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:13.028502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:16.033234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:16.037270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:16.041303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:16.045302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:16.045404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:19.052182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:19.058890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:19.065333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:19.071927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:19.072048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:22.107368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:22.111278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:22.115072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:22.119290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:22.119405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:25.217114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:25.222433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:25.227219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:25.252196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:25.252329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:28.258563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:28.263227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:28.267711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:28.271821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:28.271907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:31.278042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:31.282366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:31.286738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:31.291040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:31.291152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:34.296091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:34.300546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:34.304950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:34.308941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:34.309065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:37.314334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:37.318132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:37.321959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:37.326217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:37.326335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:40.333012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:40.341489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:40.346109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:40.349849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:40.349931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:43.354937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:43.358703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:43.362699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:43.366521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:43.366712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:46.372068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:46.376136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:46.379883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:46.383488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:46.383576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:49.388827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:49.392913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:49.396970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:49.401803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:49.401919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:52.406412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:52.410214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:52.413891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:52.417495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:52.417584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:55.424024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:55.428253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:55.432345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:55.436075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:55.436164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:50:58.442319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:50:58.447196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:50:58.452016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:50:58.456420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:50:58.456556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:01.461746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:01.468208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:01.474772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:01.480155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:01.480298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:04.486126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:04.491742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:04.496721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:04.501437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:04.501615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:07.506053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:07.510241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:07.514214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:07.518606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:07.518725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:10.524482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:10.528430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:10.532339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:10.535892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:10.535973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:13.542321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:13.547080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:13.550988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:13.554365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:13.554445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:16.558838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:16.562544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:16.566455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:16.570130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:16.570220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:19.575143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:19.580200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:19.584396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:19.588376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:19.588465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:22.594386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:22.600172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:22.604207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:22.608523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:22.608719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:25.614724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:25.618893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:25.623176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:25.626532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:25.626612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:28.631998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:28.636118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:28.643722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:28.647747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:28.647845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:31.653518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:31.658937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:31.664256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:31.668577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:31.668727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:34.673696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:34.677382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:34.681353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:34.684906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:34.685014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:37.694399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:37.700051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:37.704383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:37.709629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:37.709771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:40.714986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:40.720636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:40.726234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:40.730726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:40.730857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:43.737635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:43.741452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:43.746160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:43.753117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:43.753346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:46.758747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:46.763215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:46.767270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:46.771098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:46.771180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:49.776894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:49.780910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:49.784691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:49.788683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:49.788787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:52.794338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:52.798034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:52.801502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:52.805101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:52.805206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:55.810725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:55.817000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:55.821973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:55.826333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:55.826463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:51:58.831913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:51:58.835948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:51:58.840364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:51:58.844481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:51:58.844570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:01.849522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:01.853602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:01.857529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:01.861348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:01.861430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:04.867297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:04.873154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:04.879209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:04.884376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:04.884537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:07.889340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:07.893425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:07.897326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:07.900925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:07.901008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:10.906190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:10.910490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:10.914387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:10.917910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:10.918022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:13.923043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:13.926956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:13.930391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:13.934041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:13.934121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:16.938432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:16.941975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:16.945552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:16.949223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:16.949312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:19.955815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:19.960678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:19.965997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:19.970563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:19.970701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:22.976224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:22.981841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:22.986137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:22.991313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:22.991449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:25.996340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:26.000932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:26.005074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:26.012603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:26.012914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:29.019515] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:29.023412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:29.027457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:29.031466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:29.031577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:32.036968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:32.041097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:32.045034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:32.049965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:32.050084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:35.055542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:35.060374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:35.065076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:35.069259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:35.069341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:38.074004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:38.078211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:38.082163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:38.086029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:38.086145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:41.093851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:41.099161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:41.103953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:41.108468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:41.108581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:44.115891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:44.124052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:44.128192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:44.132126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:44.132209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:47.140040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:47.145245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:47.150298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:47.154756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:47.154861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:50.162020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:50.167274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:50.171763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:50.175680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:50.175772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:53.182077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:53.187596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:53.193713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:53.199343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:53.199530] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:56.205255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:56.209739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:56.214909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:56.219017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:56.219131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:52:59.224410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:52:59.228285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:52:59.232066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:52:59.235738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:52:59.235823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:02.241590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:02.247485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:02.253120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:02.258100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:02.258250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:05.263770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:05.268238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:05.274911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:05.280345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:05.280500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:08.288295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:08.294000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:08.298982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:08.303731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:08.303856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:11.309503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:11.313697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:11.317483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:11.321449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:11.321702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:14.329498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:14.335027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:14.340710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:14.346952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:14.347079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:17.354250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:17.365928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:17.370880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:17.374469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:17.374560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:20.381477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:20.416607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:20.452943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:20.457806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:20.457896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:23.462968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:23.467107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:23.470917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:23.474838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:23.474918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:26.479293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:26.483843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:26.492888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:26.497910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:26.498045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:29.503523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:29.507910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:29.512321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:29.516182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:29.516267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:32.523328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:32.533402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:32.538962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:32.543802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:32.544047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:35.550707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:35.556249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:35.560459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:35.564387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:35.564469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:38.571470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:38.576339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:38.580626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:38.585554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:38.585829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:41.591290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:41.595440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:41.599478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:41.603367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:41.603478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:44.609224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:44.614149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:44.619049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:44.623976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:44.624096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:47.629000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:47.634019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:47.638627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:47.643214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:47.643321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:50.649672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:50.656169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:50.661564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:50.666692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:50.666824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:53.672116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:53.676904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:53.680973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:53.685255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:53.685386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:56.690981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:56.695833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:56.701978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:56.705967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:56.706048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:53:59.712330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:53:59.716026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:53:59.721792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:53:59.727518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:53:59.727732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:02.732629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:02.736941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:02.740904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:02.744754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:02.744857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:05.751739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:05.756240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:05.760285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:05.764171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:05.764269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:08.769918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:08.775737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:08.780002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:08.785976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:08.786071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:11.790147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:11.793853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:11.798147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:11.803966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:11.804065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:14.809209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:14.813196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:14.817581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:14.822538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:14.822710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:17.828425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:17.832800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:17.836375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:17.840207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:17.840291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:20.845122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:20.850279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:20.854984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:20.859014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:20.859120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:23.863752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:23.867871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:23.872020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:23.875930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:23.876010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:26.882423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:26.888160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:26.895034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:26.899131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:26.899220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:29.904010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:29.908303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:29.912268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:29.916164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:29.916273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:32.921518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:32.925760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:32.929698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:32.934354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:32.934496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:35.939624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:35.944506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:35.950206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:35.954483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:35.954599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:38.958899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:38.962539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:38.966144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:38.969705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:38.969792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:41.974919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:41.979246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:41.983346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:41.987285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:41.987387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:44.991594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:44.995333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:44.998917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:45.002677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:45.002774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:48.008255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:48.012012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:48.015532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:48.020512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:48.020622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:51.025582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:51.029771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:51.034023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:51.037904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:51.038037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:54.042970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:54.047010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:54.051039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:54.055001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:54.055108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:54:57.063729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:54:57.360115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:54:57.366617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:54:57.372578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:54:57.372746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:00.378662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:00.384084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:00.389150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:00.393836] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:00.393983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:03.398952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:03.404017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:03.409055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:03.412936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:03.413023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:06.419257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:06.425531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:06.431017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:06.436411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:06.436527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:09.441696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:09.445732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:09.452791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:09.459161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:09.459292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:12.467178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:12.482256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:12.489133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:12.494978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:12.495180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:15.502670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:15.509686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:15.514155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:15.518974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:15.519092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:18.523498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:18.527985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:18.532319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:18.536215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:18.536349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:21.541520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:21.545562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:21.553742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:21.558862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:21.558989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:24.563025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:24.566693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:24.570245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:24.573763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:24.573850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:27.578877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:27.583094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:27.586715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:27.590548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:27.590679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:30.595613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:30.599504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:30.603107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:30.606416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:30.606500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:33.610711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:33.614371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:33.618242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:33.621994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:33.622081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:36.626903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:36.630886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:36.634738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:36.638541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:36.638631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:39.643108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:39.646863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:39.650740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:39.654470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:39.654570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:42.661672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:42.667626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:42.673042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:42.677593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:42.677735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:45.683743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:45.688780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:45.694438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:45.698668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:45.698774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:48.703479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:48.707693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:48.711291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:48.715174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:48.715272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:51.720811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:51.725322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:51.729717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:51.734695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:51.734827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:54.740340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:54.744197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:54.748553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:54.752043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:54.752137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:55:57.759003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:55:57.763814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:55:57.768038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:55:57.773181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:55:57.773337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:00.778373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:00.782069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:00.786019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:00.791245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:00.791415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:03.797083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:03.801984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:03.807194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:03.811861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:03.811974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:06.817891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:06.821770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:06.826895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:06.831785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:06.831957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:09.837873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:09.842869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:09.846498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:09.850765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:09.850890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:12.855457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:12.861341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:12.865425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:12.869247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:12.869333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:15.874287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:15.878747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:15.882764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:15.886797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:15.886906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:18.892319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:18.896932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:18.901306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:18.907374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:18.907495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:21.912929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:21.916821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:21.920483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:21.924137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:21.924347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:24.929026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:24.933274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:24.937525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:24.941220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:24.941309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:27.946939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:27.951593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:27.956430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:27.960678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:27.960766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:30.965957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:30.970063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:30.973971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:30.977807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:30.977930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:33.984541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:33.990333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:33.995193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:33.999078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:33.999173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:37.007051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:37.012543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:37.017622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:37.022423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:37.022537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:40.032375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:40.038252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:40.043005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:40.046591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:40.046705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:43.051162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:43.054619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:43.058038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:43.061813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:43.061891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:46.067354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:46.070991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:46.074831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:46.078989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:46.079072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:49.084194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:49.088761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:49.092466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:49.096017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:49.096099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:52.102750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:52.107276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:52.111535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:52.115506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:52.115597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:55.120815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:55.124922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:55.129074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:55.132868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:55.132948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:56:58.341075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:56:58.374935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:56:58.410987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:56:58.415563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:56:58.415690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:01.421117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:01.425741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:01.430866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:01.435363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:01.435512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:04.439750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:04.444699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:04.450671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:04.455356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:04.455462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:07.460434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:07.465367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:07.470696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:07.475723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:07.475865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:10.482263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:10.486495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:10.492176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:10.496462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:10.496737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:13.501636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:13.505895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:13.510664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:13.514838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:13.514956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:16.519576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:16.523631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:16.527753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:16.532002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:16.532097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:19.537253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:19.542053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:19.547676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:19.556021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:19.556314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:22.561110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:22.566073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:22.570023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:22.573923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:22.574034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:25.578968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:25.583077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:25.586953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:25.590449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:25.590532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:28.594695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:28.600983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:28.606289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:28.610856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:28.610962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:31.616983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:31.621416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:31.626195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:31.630959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:31.631095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:34.636005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:34.641030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:34.645407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:34.649267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:34.649359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:37.654923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:37.659832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:37.665460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:37.670573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:37.670701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:40.677822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:40.684376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:40.689844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:40.695124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:40.695255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:43.701205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:43.706932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:43.711880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:43.716603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:43.716750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:46.723005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:46.728029] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:46.733198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:46.737206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:46.737289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:49.742584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:49.746697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:49.750082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:49.753693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:49.753777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:52.758319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:52.762316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:52.765947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:52.769511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:52.769591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:55.776431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:55.782452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:55.789413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:55.795318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:55.795473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:57:58.801444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:57:58.807517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:57:58.813350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:57:58.818231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:57:58.818331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:01.824067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:01.828991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:01.834154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:01.839124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:01.839278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:04.843688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:04.847888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:04.852275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:04.856219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:04.856319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:07.862782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:07.867539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:07.872308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:07.878516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:07.878699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:10.884531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:10.888443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:10.892452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:10.896121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:10.896232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:13.903755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:13.909893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:13.915231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:13.919902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:13.920017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:16.925940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:16.931880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:16.936285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:16.940938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:16.941028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:19.946470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:19.951287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:19.956878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:19.961427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:19.961516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:22.966172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:22.970429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:22.974183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:22.978189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:22.978280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:25.983981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:25.989734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:25.994957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:26.000105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:26.000267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:29.007761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:29.012924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:29.017338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:29.311285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:29.311529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:32.317567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:32.321491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:32.325628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:32.330320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:32.330446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:35.335459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:35.338961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:35.342318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:35.345809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:35.345895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:38.351836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:38.355770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:38.359367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:38.363970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:38.364062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:41.369091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:41.373388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:41.377944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:41.388706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:41.388862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:44.394212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:44.398123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:44.402039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:44.405989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:44.406099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:47.411923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:47.416476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:47.421146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:47.425479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:47.425586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:50.430695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:50.436323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:50.441057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:50.446126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:50.446232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:53.451473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:53.456040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:53.460297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:53.464121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:53.464236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:56.469024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:56.472881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:56.477582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:56.481688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:56.481906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:58:59.487602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:58:59.492690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:58:59.497606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:58:59.501683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:58:59.501790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:02.506980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:02.511453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:02.515772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:02.519964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:02.520086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:05.525018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:05.531758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:05.535939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:05.539996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:05.540091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:08.544755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:08.548707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:08.552716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:08.556633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:08.556830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:11.561997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:11.565984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:11.569943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:11.573898] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:11.573990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:14.580548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:14.585829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:14.590762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:14.594922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:14.595021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:17.599695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:17.603510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:17.607220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:17.611697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:17.611782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:20.618011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:20.623006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:20.629400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:20.634563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:20.634709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:23.641803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:23.646980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:23.651912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:23.656211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:23.656312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:26.663443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:26.667667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:26.672017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:26.675889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:26.675999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:29.685771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:29.693118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:29.701089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:29.707691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:29.707895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:32.713120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:32.718533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:32.724828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:32.729562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:32.729682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:35.734285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:35.738061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:35.741563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:35.745167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:35.745251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:38.751300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:38.758199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:38.762980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:38.768077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:38.768190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:41.775029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:41.781959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:41.788313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:41.794133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:41.794291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:44.798980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:44.802955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:44.806430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:44.814009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:44.814123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:47.820229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:47.823996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:47.827473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:47.831075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:47.831162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:50.836155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:50.840136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:50.843853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:50.847692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:50.847787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:53.854985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:53.859851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:53.864975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:53.869508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:53.869628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:56.874920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:56.879201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:56.883006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:56.886509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:56.886605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T18:59:59.892634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T18:59:59.898429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T18:59:59.904247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T18:59:59.908528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T18:59:59.908624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:02.913074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:02.916801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:02.921629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:02.925666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:02.925773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:05.930400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:05.934165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:05.937803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:05.941489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:05.941594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:08.947611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:08.952333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:08.957605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:08.963294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:08.963435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:11.968029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:11.971878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:11.975426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:11.978990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:11.979075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:14.986305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:14.992963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:14.997727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:15.002145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:15.002268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:18.007406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:18.016673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:18.022579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:18.027754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:18.027877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:21.033154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:21.037887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:21.042626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:21.046321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:21.046409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:24.077301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:24.081874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:24.086558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:24.096079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:24.096316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:27.101125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:27.106126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:27.110905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:27.114545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:27.114674] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:30.423418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:30.428053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:30.462713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:30.467216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:30.467319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:33.473103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:33.477676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:33.482150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:33.486555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:33.486637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:36.492535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:36.498194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:36.503611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:36.513220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:36.513611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:39.519540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:39.524264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:39.529310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:39.533517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:39.533623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:42.538391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:42.542740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:42.547122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:42.551368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:42.551475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:45.556237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:45.560483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:45.564299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:45.569134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:45.569289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:48.573497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:48.577924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:48.581968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:48.585587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:48.585703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:51.589947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:51.593800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:51.598114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:51.602069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:51.602169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:54.607589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:54.611757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:54.615803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:54.621856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:54.622024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:00:57.627069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:00:57.631379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:00:57.636007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:00:57.639949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:00:57.640037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:00.645923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:00.651337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:00.657153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:00.662881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:00.663634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:03.668664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:03.673308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:03.678243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:03.682214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:03.682308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:06.688830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:06.693196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:06.698009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:06.702168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:06.702273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:09.707739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:09.712636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:09.716427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:09.720065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:09.720166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:12.724282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:12.727861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:12.731757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:12.735360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:12.735451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:15.741258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:15.746078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:15.750460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:15.754628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:15.754775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:18.760135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:18.763806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:18.767928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:18.771939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:18.772020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:21.777843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:21.782552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:21.787295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:21.792141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:21.792304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:24.798985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:24.803227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:24.807313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:24.811265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:24.811379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:27.816175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:27.820381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:27.824794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:27.829831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:27.829963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:30.834188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:30.839711] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:30.845295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:30.849106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:30.849215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:33.854890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:33.859833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:33.864127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:33.868870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:33.869020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:36.874428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:36.878146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:36.882010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:36.885988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:36.886110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:39.892117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:39.895950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:39.900396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:39.904124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:39.904205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:42.910677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:42.915371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:42.920441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:42.925263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:42.925385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:45.930469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:45.934920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:45.938814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:45.942808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:45.942893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:48.948543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:48.952767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:48.956674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:48.960529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:48.960617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:51.968226] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:51.972404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:51.977100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:51.980939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:51.981033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:54.987247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:54.992070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:54.996177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:55.000019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:55.000106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:01:58.007733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:01:58.013026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:01:58.019166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:01:58.023988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:01:58.024108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:01.028918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:01.231734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:01.238980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:01.243777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:01.243964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:04.249595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:04.254903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:04.259494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:04.264551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:04.264700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:07.269456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:07.274104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:07.278251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:07.282782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:07.282896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:10.287820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:10.292972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:10.297465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:10.302592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:10.302770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:13.306914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:13.310805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:13.314331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:13.318154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:13.318240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:16.323305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:16.327390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:16.330980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:16.334581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:16.334685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:19.340121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:19.343917] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:19.348245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:19.352353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:19.352470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:22.357827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:22.366895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:22.371087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:22.374953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:22.375042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:25.379625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:25.384037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:25.388219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:25.396916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:25.397026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:28.402574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:28.406922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:28.411145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:28.414921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:28.415013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:31.423076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:31.428636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:31.433304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:31.439099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:31.439261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:34.445384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:34.449413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:34.454031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:34.457771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:34.457849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:37.464539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:37.470250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:37.475950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:37.481308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:37.481442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:40.487790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:40.491921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:40.495945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:40.500604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:40.500781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:43.505944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:43.511459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:43.515626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:43.520285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:43.520402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:46.527220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:46.531569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:46.536158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:46.542033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:46.542199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:49.547684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:49.551276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:49.554952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:49.558976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:49.559098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:52.564413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:52.568200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:52.571912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:52.575393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:52.575511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:55.580605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:55.584377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:55.588622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:55.592776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:55.592916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:02:58.598068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:02:58.602338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:02:58.606600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:02:58.610786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:02:58.610887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:01.617151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:01.622397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:01.627029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:01.631014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:01.631128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:04.636674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:04.640847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:04.644814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:04.648763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:04.648853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:07.653272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:07.657271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:07.661954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:07.666833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:07.666961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:10.671921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:10.676705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:10.681170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:10.685761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:10.685860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:13.692310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:13.698049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:13.702449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:13.706721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:13.706830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:16.712285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:16.717150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:16.722275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:16.726363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:16.726463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:19.730682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:19.734138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:19.737714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:19.741617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:19.741738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:22.747088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:22.782953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:22.817577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:22.822374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:22.822494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:25.829228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:25.834571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:25.839065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:25.843263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:25.843355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:28.850752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:28.857741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:28.865357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:28.871141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:28.871344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:31.875752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:31.883284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:31.889726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:31.895358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:31.895726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:34.902613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:34.908712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:34.913961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:34.919751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:34.919908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:37.924165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:37.928714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:37.933492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:37.939427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:37.939591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:40.945126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:40.949886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:40.955294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:40.959436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:40.959626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:43.964856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:43.968972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:43.974351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:43.978884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:43.979010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:46.983751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:46.987720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:46.992096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:46.996859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:46.996975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:50.002124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:50.006621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:50.010599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:50.014396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:50.014503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:53.019711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:53.023892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:53.028069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:53.031952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:53.032051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:56.036518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:56.041036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:56.045207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:56.049534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:56.049682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:03:59.054139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:03:59.058372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:03:59.062401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:03:59.066357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:03:59.066458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:02.373490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:02.379074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:02.383872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:02.389093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:02.389230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:05.395514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:05.401084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:05.406437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:05.411219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:05.411343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:08.416545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:08.420577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:08.424168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:08.428450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:08.428580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:11.433304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:11.437575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:11.441808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:11.446333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:11.446462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:14.456015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:14.462324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:14.467784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:14.473003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:14.473163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:17.480367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:17.485615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:17.490173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:17.495261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:17.495795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:20.502114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:20.506270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:20.510911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:20.514878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:20.514999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:23.519976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:23.523454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:23.526978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:23.530482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:23.530723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:26.536289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:26.541087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:26.545927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:26.551637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:26.551758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:29.556593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:29.560662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:29.564456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:29.570015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:29.570137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:32.576928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:32.581397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:32.585803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:32.590934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:32.591090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:35.597083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:35.601058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:35.604786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:35.609352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:35.609441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:38.616120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:38.621556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:38.626390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:38.632122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:38.632238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:41.643326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:41.648385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:41.654049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:41.660580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:41.660812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:44.666321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:44.670755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:44.674628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:44.679486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:44.679585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:47.685369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:47.690134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:47.694670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:47.700564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:47.700689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:50.706084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:50.710390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:50.714443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:50.718875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:50.719119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:53.724897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:53.729875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:53.734463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:53.739733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:53.739865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:56.745706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:56.751227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:56.754977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:56.759395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:56.759491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:04:59.764947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:04:59.773544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:04:59.778884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:04:59.783757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:04:59.783867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:02.789934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:02.795781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:02.801658] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:02.806288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:02.806395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:05.810499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:05.814284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:05.818066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:05.822201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:05.822291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:08.828612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:08.833861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:08.838297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:08.842526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:08.842607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:11.846741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:11.850863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:11.854757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:11.858533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:11.858625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:14.863881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:14.868241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:14.872073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:14.875524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:14.875616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:17.879832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:17.883293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:17.886936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:17.894934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:17.895045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:20.899753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:20.903353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:20.906750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:20.910769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:20.910883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:23.916839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:23.920831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:23.924310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:23.927792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:23.927869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:26.933199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:26.936935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:26.943252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:26.946854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:26.946933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:29.955334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:29.960750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:29.965145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:29.968859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:29.968939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:32.974482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:32.980773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:32.986838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:32.991447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:32.991577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:35.996401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:36.000775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:36.006027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:36.010545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:36.010639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:39.015522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:39.020194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:39.023745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:39.027789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:39.027898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:42.032358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:42.035836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:42.039466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:42.042916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:42.043006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:45.047760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:45.052053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:45.055632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:45.059338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:45.059432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:48.064321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:48.068199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:48.071944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:48.076411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:48.076516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:51.081397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:51.084920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:51.088870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:51.092552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:51.092632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:54.098172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:54.102471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:54.107121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:54.111842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:54.111959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:05:57.117166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:05:57.121364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:05:57.124960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:05:57.128834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:05:57.128919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:00.134579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:00.139924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:00.144057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:00.148244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:00.148449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:03.354077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:03.360253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:03.365429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:03.370358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:03.370465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:06.378249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:06.383850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:06.390167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:06.396710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:06.396875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:09.402278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:09.408821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:09.415039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:09.421827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:09.422348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:12.429235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:12.435089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:12.441311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:12.446407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:12.446572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:15.451569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:15.455618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:15.461080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:15.468059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:15.468158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:18.476540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:18.482736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:18.488478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:18.492989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:18.493100] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:21.498189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:21.502681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:21.507582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:21.511842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:21.511954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:24.520856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:24.532363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:24.538217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:24.543333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:24.543478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:27.549543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:27.554447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:27.559269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:27.563604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:27.563737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:30.568524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:30.572467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:30.575872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:30.579867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:30.579983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:33.587045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:33.591765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:33.597339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:33.601220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:33.601321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:36.606856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:36.613415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:36.618370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:36.623611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:36.623782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:39.628690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:39.632671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:39.636417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:39.640176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:39.640274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:42.645183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:42.650181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:42.655202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:42.660007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:42.660250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:45.666729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:45.671884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:45.676723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:45.682466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:45.682703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:48.688427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:48.692896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:48.697699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:48.702164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:48.702266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:51.708779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:51.713536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:51.718509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:51.723564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:51.723739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:54.729024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:54.733331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:54.737285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:54.741007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:54.741089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:06:57.748161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:06:57.755521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:06:57.760626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:06:57.764343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:06:57.764483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:00.769634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:00.775973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:00.780566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:00.785970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:00.786081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:03.796825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:03.804113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:03.810186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:03.814886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:03.814999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:06.822100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:06.828016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:06.836794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:06.842566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:06.842830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:09.848569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:09.852246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:09.855773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:09.863526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:09.863735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:12.869088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:12.873627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:12.877467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:12.883670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:12.883794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:15.893399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:15.898568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:15.904519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:15.909468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:15.909562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:18.915030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:18.919325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:18.923948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:18.928600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:18.928757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:21.933463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:21.937360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:21.941014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:21.945975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:21.946125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:24.951779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:24.959037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:24.964741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:24.971823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:24.971993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:27.977521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:27.984074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:27.988108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:27.992076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:27.992165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:30.997097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:31.001357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:31.005368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:31.009290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:31.009390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:34.202885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:34.208520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:34.214424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:34.218904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:34.219017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:37.223760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:37.227541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:37.231494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:37.235819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:37.235926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:40.243566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:40.249128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:40.253407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:40.257685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:40.257791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:43.262913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:43.267454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:43.271620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:43.275188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:43.275269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:46.279556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:46.284069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:46.288385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:46.292363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:46.292451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:49.297496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:49.301636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:49.305543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:49.309547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:49.309673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:52.314745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:52.319088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:52.323210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:52.327281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:52.327383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:55.332769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:55.337539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:55.341945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:55.346120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:55.346255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:07:58.352205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:07:58.356973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:07:58.360662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:07:58.364234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:07:58.364316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:01.370000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:01.374179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:01.378628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:01.382456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:01.382568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:04.391289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:04.396168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:04.401474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:04.405399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:04.405486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:07.410688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:07.415088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:07.418845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:07.422742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:07.422829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:10.430303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:10.434900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:10.438963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:10.443108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:10.443194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:13.448778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:13.454489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:13.459717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:13.464412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:13.464548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:16.469717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:16.474236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:16.478279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:16.482416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:16.482512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:19.487514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:19.491137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:19.495061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:19.498495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:19.498576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:22.502931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:22.506692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:22.514212] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:22.518122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:22.518213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:25.522851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:25.526865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:25.531142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:25.534980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:25.535066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:28.540177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:28.544263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:28.548285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:28.552375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:28.552488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:31.557342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:31.561411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:31.565192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:31.569198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:31.569305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:34.574867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:34.579358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:34.583292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:34.586693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:34.586772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:37.592936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:37.597160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:37.601610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:37.605507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:37.605601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:40.611616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:40.615336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:40.618965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:40.622507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:40.622593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:43.629244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:43.634701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:43.639728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:43.644637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:43.644802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:46.649276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:46.653866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:46.658382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:46.662746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:46.662842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:49.667520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:49.671398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:49.675148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:49.679012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:49.679113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:52.685328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:52.690157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:52.694102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:52.698201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:52.698312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:55.704876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:55.709289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:55.715482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:55.722903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:55.723246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:08:58.729241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:08:58.734149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:08:58.738302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:08:58.742304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:08:58.742409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:01.746914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:01.750913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:01.754447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:01.758000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:01.758085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:04.765340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:04.771261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:04.776821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:04.781328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:04.781422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:07.787830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:07.794009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:07.798306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:07.802202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:07.802284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:10.806978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:10.811734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:10.815956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:10.819780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:10.819861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:13.825441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:13.829252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:13.832978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:13.836522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:13.836608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:16.842418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:16.846402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:16.849954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:16.854033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:16.854129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:19.860966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:19.866081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:19.872353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:19.882048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:19.882401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:22.887739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:22.891995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:22.895874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:22.899468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:22.899576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:25.905406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:25.909947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:25.914250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:25.918285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:25.918393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:28.923735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:28.928405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:28.932629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:28.936849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:28.936954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:31.942328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:31.948222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:31.952325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:31.957537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:31.957612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:34.962554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:34.968080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:34.973542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:34.982187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:34.982321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:37.990844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:37.994854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:37.999388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:38.003026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:38.003118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:41.007399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:41.011254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:41.015426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:41.020055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:41.020140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:44.025460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:44.029740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:44.033406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:44.037065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:44.037148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:47.042709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:47.046427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:47.050321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:47.054136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:47.054236] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:50.059569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:50.063792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:50.068245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:50.072904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:50.073215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:53.078625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:53.083571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:53.088141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:53.093880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:53.094000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:56.099050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:56.102857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:56.106803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:56.110316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:56.110396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:09:59.115902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:09:59.119918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:09:59.124223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:09:59.128195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:09:59.128293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:02.133254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:02.137156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:02.141086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:02.145392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:02.145478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:05.240474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:05.275750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:05.312117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:05.397044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:05.397190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:08.403674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:08.408361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:08.413352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:08.417592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:08.417727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:11.423030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:11.426709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:11.431066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:11.435111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:11.435218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:14.441030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:14.447061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:14.451080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:14.455064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:14.455367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:17.461936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:17.466586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:17.471304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:17.475858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:17.475977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:20.481963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:20.488072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:20.491877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:20.496747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:20.496957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:23.504579] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:23.508962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:23.513029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:23.516811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:23.516895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:26.552014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:26.557230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:26.561524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:26.565051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:26.565135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:29.570582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:29.575169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:29.579803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:29.584707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:29.584838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:32.590611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:32.596880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:32.600974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:32.604880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:32.604975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:35.613087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:35.618709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:35.624453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:35.629443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:35.629706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:38.635262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:38.640902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:38.646621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:38.652000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:38.652115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:41.656781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:41.661199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:41.665317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:41.669544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:41.669814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:44.676111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:44.680710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:44.685627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:44.690790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:44.690879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:47.696297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:47.701590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:47.709010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:47.713834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:47.713957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:50.719136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:50.723195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:50.727362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:50.732845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:50.733055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:53.738050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:53.742563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:53.746904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:53.752883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:53.753003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:56.757863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:56.762094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:56.766738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:56.771623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:56.771792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:10:59.778797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:10:59.784416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:10:59.789497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:10:59.794268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:10:59.794347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:02.800687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:02.805678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:02.810286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:02.815829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:02.815957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:05.825433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:05.831203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:05.837903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:05.843110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:05.843346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:08.849776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:08.855533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:08.860696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:08.865218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:08.865332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:11.870478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:11.874429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:11.877979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:11.882549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:11.883215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:14.888965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:14.893902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:14.897838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:14.902133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:14.902215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:17.906695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:17.910424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:17.914938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:17.920530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:17.920678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:20.926784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:20.935236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:20.939155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:20.944059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:20.944191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:23.949966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:23.954072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:23.958782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:23.963537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:23.963664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:26.968920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:26.973482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:26.978359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:26.983345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:26.983488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:29.989275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:29.994765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:29.999567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:30.003878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:30.003961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:33.008726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:33.012580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:33.016333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:33.020422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:33.020518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:36.222100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:36.229731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:36.237615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:36.243356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:36.243507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:39.248817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:39.254826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:39.259575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:39.264534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:39.264681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:42.269528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:42.273752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:42.278034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:42.283581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:42.283883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:45.292582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:45.298321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:45.304472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:45.310420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:45.310540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:48.314820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:48.319348] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:48.323807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:48.328252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:48.328394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:51.334254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:51.338459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:51.342525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:51.346727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:51.346847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:54.352967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:54.357446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:54.362352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:54.367328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:54.367491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:11:57.372321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:11:57.376858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:11:57.380322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:11:57.384760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:11:57.384881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:00.389317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:00.393497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:00.397508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:00.401917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:00.402150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:03.407669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:03.412518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:03.416269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:03.420185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:03.420287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:06.427359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:06.434270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:06.439602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:06.446065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:06.446403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:09.454317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:09.460171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:09.468623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:09.472786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:09.472906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:12.478532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:12.483541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:12.488157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:12.492785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:12.492959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:15.497794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:15.502739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:15.507988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:15.511858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:15.511936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:18.517560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:18.521913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:18.525756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:18.529824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:18.529926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:21.534402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:21.538611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:21.542450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:21.545838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:21.545918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:24.550482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:24.554521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:24.561081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:24.564546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:24.564625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:27.568634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:27.572385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:27.575910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:27.579940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:27.580021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:30.586672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:30.591940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:30.596673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:30.601287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:30.601399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:33.608045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:33.612477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:33.616306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:33.619938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:33.620754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:36.625295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:36.629301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:36.633542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:36.637271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:36.637385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:39.642266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:39.646319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:39.649875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:39.655514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:39.655668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:42.661158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:42.665833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:42.671592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:42.676461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:42.676575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:45.681673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:45.685338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:45.688957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:45.692500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:45.692578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:48.699126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:48.704442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:48.710207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:48.715929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:48.716311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:51.722136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:51.726459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:51.730903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:51.735018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:51.735132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:54.740140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:54.744222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:54.748007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:54.751694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:54.751782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:12:57.756661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:12:57.760400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:12:57.763923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:12:57.767318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:12:57.767402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:00.774131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:00.777731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:00.781214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:00.784716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:00.784790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:03.791928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:03.797845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:03.802491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:03.806943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:03.807063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:06.814258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:06.819995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:06.826886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:06.838965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:06.839183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:09.845678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:09.851614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:09.855708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:09.860343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:09.860478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:12.866182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:12.872209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:12.876414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:12.883297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:12.883582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:15.888101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:15.891891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:15.895706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:15.899623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:15.899731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:18.904442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:18.908022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:18.911782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:18.915301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:18.915381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:21.921075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:21.925476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:21.930226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:21.935164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:21.935264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:24.941990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:24.977383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:25.013308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:25.017305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:25.017388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:28.023198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:28.029126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:28.034688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:28.038450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:28.038536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:31.044568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:31.050508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:31.056364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:31.060236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:31.060342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:34.066615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:34.072689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:34.077531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:34.082914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:34.083068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:37.274189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:37.278786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:37.309046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:37.313820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:37.313900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:40.320295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:40.325593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:40.329423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:40.332812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:40.332889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:43.338892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:43.345809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:43.350437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:43.356471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:43.356576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:46.361870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:46.365705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:46.369451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:46.373445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:46.373564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:49.378077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:49.381982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:49.385759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:49.390104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:49.390206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:52.396961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:52.403820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:52.408834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:52.414158] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:52.414322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:55.418927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:55.423816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:55.427379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:55.431486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:55.431596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:13:58.437393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:13:58.442158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:13:58.446026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:13:58.451427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:13:58.451591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:01.456576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:01.460461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:01.464105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:01.467506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:01.467584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:04.473362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:04.478612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:04.482963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:04.486392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:04.486472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:07.492532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:07.498033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:07.502667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:07.506962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:07.507085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:10.511964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:10.516067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:10.519712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:10.523458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:10.523548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:13.529200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:13.533237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:13.538143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:13.544992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:13.545118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:16.550716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:16.555614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:16.560717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:16.565477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:16.565596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:19.572261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:19.577433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:19.584085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:19.588998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:19.589127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:22.594418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:22.598304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:22.601827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:22.605627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:22.605749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:25.610947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:25.615075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:25.619549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:25.624125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:25.624233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:28.630866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:28.634869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:28.638781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:28.642617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:28.642720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:31.648063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:31.651662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:31.655352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:31.658823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:31.658902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:34.664079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:34.668019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:34.671979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:34.675847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:34.675947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:37.683499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:37.689043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:37.694280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:37.698696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:37.698813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:40.706627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:40.712508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:40.716731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:40.721224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:40.721393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:43.727047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:43.731326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:43.735872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:43.740195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:43.740276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:46.745489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:46.751428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:46.755964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:46.760575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:46.760706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:49.765950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:49.771293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:49.776353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:49.780531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:49.780634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:52.787782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:52.792356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:52.796134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:52.799995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:52.800084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:55.807238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:55.815846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:55.820946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:55.826620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:55.826875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:14:58.833099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:14:58.838485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:14:58.842352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:14:58.845979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:14:58.846063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:01.852401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:01.857243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:01.861853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:01.865910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:01.866002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:04.875917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:04.880242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:04.884159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:04.887884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:04.888015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:07.897175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:07.904295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:07.911825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:07.919287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:07.919459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:10.924304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:10.928856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:10.933874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:10.938880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:10.938985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:13.944419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:13.948907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:13.953021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:13.957445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:13.957583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:16.962419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:16.966290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:16.970786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:16.974690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:16.974788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:19.980541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:19.985637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:19.991356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:19.996722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:19.996847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:23.002874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:23.007366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:23.012101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:23.016592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:23.016705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:26.021301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:26.025585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:26.033521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:26.037364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:26.037456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:29.043219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:29.047033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:29.050475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:29.053840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:29.053923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:32.059260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:32.063688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:32.067624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:32.071559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:32.071687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:35.077492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:35.082326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:35.086933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:35.091336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:35.091455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:38.096811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:38.303131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:38.308343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:38.407349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:38.407513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:41.413849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:41.418471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:41.423119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:41.427884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:41.428018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:44.436388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:44.442490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:44.449326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:44.454357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:44.454688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:47.460237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:47.464403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:47.468679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:47.473260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:47.473544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:50.478055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:50.482895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:50.486687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:50.490851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:50.491078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:53.496049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:53.500503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:53.505609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:53.510259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:53.510386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:56.516249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:56.519939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:56.523966] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:56.528027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:56.528117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:15:59.533406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:15:59.537481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:15:59.545069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:15:59.549612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:15:59.549775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:02.558166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:02.564010] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:02.569235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:02.575140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:02.575303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:05.580331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:05.584510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:05.589058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:05.592878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:05.592964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:08.599017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:08.603509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:08.608318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:08.612412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:08.612529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:11.617687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:11.623970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:11.627710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:11.631339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:11.631429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:14.637055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:14.642526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:14.646594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:14.650246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:14.650323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:17.655596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:17.660534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:17.665896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:17.670121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:17.670232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:20.675705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:20.679620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:20.683941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:20.688564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:20.688726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:23.696733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:23.703013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:23.708876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:23.714630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:23.714777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:26.720924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:26.726818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:26.731253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:26.735329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:26.735419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:29.740323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:29.743876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:29.747322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:29.750962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:29.751041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:32.755919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:32.759852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:32.763682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:32.767376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:32.767470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:35.772751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:35.777553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:35.782591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:35.786545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:35.786632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:38.793301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:38.798814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:38.803550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:38.808616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:38.808815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:41.815869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:41.821367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:41.826169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:41.830412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:41.830535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:44.841228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:44.846425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:44.850943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:44.855372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:44.855473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:47.860909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:47.865345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:47.869441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:47.873399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:47.873522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:50.881220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:50.888955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:50.894053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:50.905295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:50.905446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:53.913543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:53.918041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:53.922200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:53.925851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:53.925946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:56.931249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:56.935579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:56.939862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:56.943987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:56.944119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:16:59.949491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:16:59.953133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:16:59.956633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:16:59.960213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:16:59.960312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:02.965141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:02.969347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:02.973634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:02.977713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:02.977801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:05.984569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:05.988984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:05.992922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:05.997073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:05.997157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:09.011761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:09.026924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:09.232323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:09.238015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:09.238177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:12.243257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:12.247376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:12.252565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:12.258237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:12.258376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:15.264907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:15.271012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:15.276556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:15.281783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:15.282064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:18.287087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:18.292633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:18.298260] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:18.302779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:18.302885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:21.312104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:21.317444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:21.322585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:21.327665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:21.327832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:24.335333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:24.340601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:24.345992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:24.352369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:24.352584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:27.359984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:27.365444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:27.370611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:27.376310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:27.376451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:30.383278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:30.387354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:30.391769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:30.397296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:30.397449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:33.403125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:33.407358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:33.411431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:33.415791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:33.415894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:36.421790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:36.425702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:36.429613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:36.433914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:36.434002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:39.440198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:39.444679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:39.449124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:39.453469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:39.453623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:42.460058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:42.466056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:42.472008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:42.477581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:42.477766] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:45.485565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:45.490440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:45.495280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:45.499737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:45.499845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:48.508414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:48.515148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:48.521558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:48.528510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:48.528758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:51.535257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:51.540720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:51.545711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:51.550852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:51.551036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:54.557237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:54.561871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:54.566532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:54.570873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:54.570984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:17:57.575916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:17:57.580703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:17:57.584764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:17:57.589166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:17:57.589284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:00.595516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:00.600136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:00.605090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:00.610337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:00.610431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:03.616839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:03.621972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:03.626295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:03.631672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:03.631894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:06.638232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:06.643347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:06.647459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:06.654116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:06.654254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:09.660476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:09.666078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:09.670667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:09.674461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:09.674543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:12.680136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:12.685310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:12.689347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:12.693072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:12.693155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:15.698336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:15.702200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:15.706290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:15.711027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:15.711143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:18.716890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:18.721997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:18.726397] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:18.731803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:18.731952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:21.736079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:21.740364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:21.745301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:21.749730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:21.749880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:24.755287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:24.759686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:24.764128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:24.768221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:24.768340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:27.773352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:27.777790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:27.781585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:27.785514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:27.785596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:30.790968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:30.794987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:30.798812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:30.802746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:30.802862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:33.809511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:33.814368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:33.819085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:33.823972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:33.824067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:36.829440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:36.834278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:36.839822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:36.845134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:36.845277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:39.852228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:39.858769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:39.864613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:39.870413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:39.870662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:42.879884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:42.884762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:42.889819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:42.895197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:42.895296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:45.905154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:45.909516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:45.913694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:45.917835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:45.917987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:48.923399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:48.928353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:48.932513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:48.936309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:48.936414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:51.942519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:51.947741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:51.951795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:51.955299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:51.955399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:54.960202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:54.964487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:54.968094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:54.971552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:54.971635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:18:57.977344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:18:57.982019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:18:57.987300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:18:57.991612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:18:57.992141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:00.997509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:01.001748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:01.005477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:01.009571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:01.009706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:04.015511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:04.019964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:04.023961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:04.027694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:04.027790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:07.034820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:07.040087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:07.044720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:07.048572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:07.048696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:10.055349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:10.061249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:10.067240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:10.071745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:10.071847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:13.077564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:13.083972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:13.091107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:13.095733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:13.096121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:16.102989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:16.108407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:16.113268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:16.117523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:16.117605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:19.125449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:19.130520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:19.135086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:19.139340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:19.139447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:22.145240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:22.151440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:22.157083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:22.161918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:22.162005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:25.168511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:25.173011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:25.176775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:25.180334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:25.180418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:28.186432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:28.191149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:28.196432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:28.200565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:28.200673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:31.206710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:31.211926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:31.217310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:31.221489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:31.221582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:34.229025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:34.235455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:34.240717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:34.248407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:34.248603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:37.253855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:37.259443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:37.264746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:37.268773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:37.268857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:40.274994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:40.279482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:40.284304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:40.288475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:40.288561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:43.295182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:43.300142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:43.305273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:43.309908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:43.310005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:46.315542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:46.321338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:46.326094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:46.330000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:46.330085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:49.335380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:49.340555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:49.345192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:49.349331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:49.349413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:52.357131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:52.362445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:52.368553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:52.372526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:52.372614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:55.378206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:55.383619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:55.389036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:55.393751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:55.393861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:19:58.398639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:19:58.403120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:19:58.407568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:19:58.411486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:19:58.411593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:01.416393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:01.420139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:01.423677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:01.427120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:01.427205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:04.432176] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:04.436165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:04.440190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:04.443997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:04.444104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:07.448951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:07.453193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:07.457797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:07.461911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:07.462005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:10.467034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:10.471746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:10.476720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:10.480924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:10.481017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:13.486231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:13.490320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:13.494571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:13.498556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:13.498683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:16.504762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:16.510970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:16.516675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:16.521682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:16.521765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:19.526271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:19.529882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:19.533280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:19.536725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:19.536823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:22.542452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:22.546525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:22.552001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:22.556442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:22.556551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:25.561941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:25.565897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:25.569837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:25.573577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:25.573695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:28.609040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:28.613224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:28.617319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:28.621098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:28.621207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:31.626946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:31.633743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:31.637611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:31.641670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:31.641763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:34.646268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:34.650550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:34.655138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:34.659480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:34.659589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:37.665673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:37.670464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:37.675739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:37.680778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:37.680944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:40.687215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:40.692611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:40.698331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:40.702967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:40.703057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:43.710039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:43.717321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:43.724107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:43.730480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:43.730626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:46.737158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:46.743098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:46.747341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:46.752008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:46.752115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:49.759161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:49.763156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:49.766665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:49.771602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:49.771762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:52.776590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:52.780601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:52.783992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:52.787337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:52.787415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:55.792283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:55.796788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:55.801227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:55.804819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:55.804908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:20:58.810252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:20:58.814263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:20:58.818429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:20:58.822459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:20:58.822567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:01.827086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:01.831053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:01.834878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:01.838566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:01.838678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:04.844063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:04.849911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:04.854796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:04.859336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:04.859433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:07.865111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:07.870226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:07.874669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:07.879445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:07.879535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:10.885183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:10.889972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:10.894499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:10.898486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:10.898584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:13.903916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:13.908321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:13.913051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:13.917960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:13.918244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:16.927130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:16.937537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:16.942893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:16.947112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:16.947231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:19.952629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:19.957067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:19.961205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:19.965670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:19.965765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:22.971231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:22.975740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:22.980038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:22.984233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:22.984368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:25.990702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:25.995528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:26.004371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:26.009097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:26.009175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:29.016301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:29.020836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:29.024490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:29.029360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:29.029486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:32.034930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:32.039225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:32.045156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:32.049404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:32.049525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:35.054119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:35.058302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:35.062350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:35.066312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:35.066413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:38.071613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:38.076132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:38.080531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:38.084792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:38.084909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:41.090384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:41.286371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:41.321164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:41.325123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:41.325207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:44.332817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:44.338371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:44.343053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:44.347052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:44.347168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:47.352825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:47.363170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:47.367834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:47.372514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:47.372798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:50.378220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:50.383736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:50.388373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:50.392679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:50.392801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:53.397750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:53.402078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:53.406539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:53.410815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:53.410963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:56.415349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:56.419976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:56.424987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:56.429353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:56.429451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:21:59.433804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:21:59.437832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:21:59.441603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:21:59.445522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:21:59.445664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:02.451536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:02.457871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:02.463783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:02.468667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:02.468826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:05.473522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:05.477825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:05.481716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:05.485328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:05.485411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:08.490845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:08.495136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:08.500066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:08.504165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:08.504283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:11.509086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:11.513883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:11.518075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:11.521856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:11.521945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:14.527732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:14.534138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:14.538735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:14.543071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:14.543169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:17.547975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:17.552477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:17.556703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:17.560314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:17.560403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:20.564988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:20.569754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:20.573811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:20.577338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:20.577425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:23.582125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:23.586717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:23.591087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:23.594970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:23.595056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:26.599799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:26.604375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:26.608762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:26.612872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:26.612969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:29.618450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:29.622875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:29.627396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:29.631296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:29.631381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:32.636707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:32.642088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:32.646273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:32.650290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:32.650381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:35.656044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:35.660319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:35.663944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:35.667702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:35.667781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:38.673110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:38.677282] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:38.681960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:38.686232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:38.686370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:41.692477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:41.697401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:41.701852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:41.705826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:41.705930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:44.711001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:44.715237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:44.719069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:44.722871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:44.722955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:47.728551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:47.734195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:47.738232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:47.741689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:47.741768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:50.748516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:50.752695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:50.756295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:50.759900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:50.759983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:53.764436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:53.768301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:53.771934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:53.775455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:53.775537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:56.780549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:56.784560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:56.788558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:56.793382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:56.793518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:22:59.799740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:22:59.805617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:22:59.810894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:22:59.814906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:22:59.814998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:02.820311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:02.824239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:02.828207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:02.832309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:02.832405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:05.839243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:05.843599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:05.847549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:05.851309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:05.851385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:08.859251] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:08.865184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:08.871000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:08.875550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:08.875636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:11.880325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:11.884890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:11.889173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:11.892730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:11.892811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:14.898560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:14.902909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:14.906806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:14.910452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:14.910535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:17.915295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:17.920194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:17.925509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:17.930851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:17.931026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:20.936716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:20.941064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:20.944751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:20.949038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:20.949209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:23.955507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:23.960140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:23.965683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:23.970145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:23.970228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:26.977728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:27.013511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:27.048253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:27.052269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:27.052404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:30.058192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:30.062017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:30.066029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:30.069552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:30.069636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:33.075619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:33.081519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:33.086130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:33.090160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:33.090270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:36.095566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:36.100315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:36.105399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:36.109633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:36.109760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:39.118458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:39.125245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:39.130588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:39.136101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:39.136292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:42.142704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:42.147591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:42.152989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:42.158718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:42.158904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:45.165066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:45.170289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:45.174870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:45.179301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:45.179433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:48.185672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:48.189729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:48.193863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:48.198046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:48.198132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:51.204869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:51.209357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:51.213674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:51.218034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:51.218162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:54.224031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:54.228247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:54.232205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:54.236052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:54.236136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:23:57.241064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:23:57.245811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:23:57.250108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:23:57.253771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:23:57.253859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:00.260272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:00.265007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:00.270327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:00.274882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:00.275030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:03.280685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:03.284431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:03.288439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:03.291948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:03.292022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:06.298759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:06.303360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:06.307716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:06.312071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:06.312179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:09.317893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:09.322548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:09.326872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:09.330860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:09.330951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:12.338267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:12.343082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:12.352034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:12.356152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:12.356232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:15.362975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:15.366975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:15.373707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:15.381186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:15.381344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:18.389675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:18.395934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:18.401315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:18.407375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:18.407518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:21.413465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:21.418084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:21.422913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:21.427196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:21.427298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:24.433914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:24.438214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:24.442583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:24.446848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:24.447003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:27.452741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:27.458373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:27.463385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:27.468068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:27.468198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:30.472804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:30.476733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:30.481943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:30.487392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:30.487531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:33.492082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:33.495908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:33.499583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:33.503098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:33.503181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:36.507681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:36.512215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:36.516402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:36.520582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:36.520702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:39.527270] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:39.532207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:39.536227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:39.540253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:39.540337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:42.545816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:42.551807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:42.558056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:42.562796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:42.562912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:45.567662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:45.571956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:45.576028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:45.579684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:45.579775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:48.584465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:48.588368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:48.592272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:48.595893] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:48.595976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:51.600578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:51.606048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:51.611526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:51.616090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:51.616201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:54.621355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:54.625033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:54.628479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:54.632070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:54.632155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:24:57.637631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:24:57.641308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:24:57.644891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:24:57.648372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:24:57.648454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:00.653979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:00.658224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:00.662839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:00.666756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:00.666846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:03.674084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:03.679991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:03.684206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:03.688064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:03.688154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:06.693266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:06.697447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:06.702283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:06.707324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:06.707457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:09.713083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:09.717708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:09.722077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:09.726860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:09.726985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:12.733928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:12.739422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:12.744501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:12.748907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:12.749021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:15.754847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:15.758723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:15.762750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:15.766495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:15.766579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:18.773286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:18.778322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:18.782688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:18.787099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:18.787188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:21.793157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:21.798585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:21.802611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:21.807055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:21.807156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:24.815751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:24.826661] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:24.832311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:24.840367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:24.840684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:27.846246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:27.851962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:27.856289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:27.860688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:27.860792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:30.865593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:30.870728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:30.875427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:30.880627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:30.880772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:33.886854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:33.891320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:33.896010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:33.900822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:33.900911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:36.906885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:36.911288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:36.915404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:36.920562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:36.920738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:39.925193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:39.929982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:39.934574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:39.939456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:39.939553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:42.946617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:42.951588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:42.956719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:42.966761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:42.966903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:45.972520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:45.976572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:45.980370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:45.984274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:45.984384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:48.991148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:48.996020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:49.001997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:49.006937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:49.007040] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:52.013208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:52.018196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:52.023816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:52.029188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:52.029346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:55.036832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:55.041523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:55.045406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:55.049466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:55.049546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:25:58.055060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:25:58.059493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:25:58.063742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:25:58.067315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:25:58.067392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:01.074121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:01.079561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:01.084779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:01.090405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:01.090575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:04.097339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:04.102003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:04.106042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:04.110486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:04.110587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:07.116753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:07.121958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:07.126972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:07.131913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:07.132024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:10.138541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:10.143518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:10.147406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:10.151918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:10.152067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:13.462479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:13.497175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:13.531147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:13.541996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:13.542133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:16.549105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:16.554896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:16.560626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:16.567046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:16.567185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:19.572731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:19.577242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:19.581351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:19.585867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:19.586325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:22.592707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:22.597321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:22.604104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:22.609885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:22.610028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:25.615576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:25.620373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:25.624605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:25.628461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:25.628551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:28.634910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:28.638862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:28.642507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:28.645991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:28.646072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:31.651288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:31.656322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:31.660447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:31.664915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:31.665070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:34.670162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:34.674349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:34.678757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:34.683019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:34.683132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:37.691192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:37.697501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:37.704112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:37.708670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:37.708796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:40.713983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:40.719240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:40.724334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:40.729406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:40.729602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:43.741494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:43.751162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:43.758994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:43.762696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:43.762788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:46.767493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:46.771423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:46.775751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:46.780790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:46.780953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:49.786525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:49.791179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:49.795801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:49.799558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:49.799672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:52.805827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:52.811433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:52.816110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:52.821387] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:52.821522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:55.826711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:55.831585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:55.835977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:55.840600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:55.840986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:26:58.846260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:26:58.850863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:26:58.854921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:26:58.859143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:26:58.859259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:01.865237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:01.872308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:01.877308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:01.882139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:01.882343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:04.886995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:04.891069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:04.894848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:04.898315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:04.898388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:07.905299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:07.910068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:07.914395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:07.918123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:07.918210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:10.922587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:10.926611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:10.930119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:10.933538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:10.933637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:13.940506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:13.945556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:13.950076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:13.954121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:13.954209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:16.959068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:16.963073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:16.967250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:16.971159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:16.971263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:19.977443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:19.984151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:19.988502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:19.992546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:19.992629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:22.999214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:23.005722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:23.011026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:23.015743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:23.015884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:26.022134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:26.029497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:26.037819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:26.043758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:26.043952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:29.051975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:29.057025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:29.060999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:29.064591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:29.064699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:32.069672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:32.074915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:32.082936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:32.087280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:32.087395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:35.093915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:35.098003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:35.101634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:35.105143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:35.105233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:38.112074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:38.116498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:38.120194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:38.124008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:38.124097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:41.129052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:41.133890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:41.137823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:41.141269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:41.141351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:44.146906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:44.151680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:44.157038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:44.161876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:44.161989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:47.167761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:47.171826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:47.175792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:47.180546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:47.180718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:50.186930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:50.192096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:50.197992] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:50.202892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:50.203354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:53.210412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:53.215750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:53.221977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:53.227052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:53.227150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:56.235293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:56.242347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:56.248052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:56.255251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:56.255460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:27:59.261767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:27:59.266520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:27:59.270935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:27:59.274451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:27:59.274534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:02.279529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:02.284213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:02.288535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:02.293013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:02.293105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:05.298747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:05.303786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:05.307713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:05.311485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:05.311567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:08.317344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:08.322108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:08.326061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:08.329683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:08.329765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:11.335679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:11.340086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:11.343811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:11.347422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:11.347505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:14.353039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:14.357618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:14.361769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:14.365784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:14.365869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:17.372538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:17.376545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:17.380166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:17.383688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:17.383773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:20.391590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:20.395925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:20.401337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:20.407230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:20.407412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:23.414118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:23.419207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:23.423852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:23.428241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:23.428395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:26.435144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:26.439338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:26.443298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:26.446853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:26.446937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:29.452774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:29.457780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:29.461969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:29.466777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:29.466901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:32.471756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:32.476056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:32.480118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:32.485193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:32.485374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:35.491206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:35.495040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:35.499025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:35.502588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:35.502693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:38.509179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:38.515136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:38.521688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:38.528053] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:38.528190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:41.533725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:41.537974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:41.543093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:41.547352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:41.547441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:44.551927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:44.556263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:44.561199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:44.565709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:44.565825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:47.570111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:47.574096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:47.578074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:47.581798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:47.581890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:50.588265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:50.594076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:50.599833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:50.605205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:50.605373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:53.611291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:53.615583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:53.619856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:53.624241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:53.624327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:56.631319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:56.636986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:56.641616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:56.646611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:56.646787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:28:59.651921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:28:59.656185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:28:59.660900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:28:59.665388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:28:59.665492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:02.670735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:02.675395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:02.679725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:02.683741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:02.683856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:05.690964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:05.695929] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:05.701012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:05.705155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:05.705235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:08.710848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:08.715859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:08.720192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:08.724228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:08.724319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:11.730786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:11.738253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:11.744347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:11.750400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:11.750562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:14.759161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:14.765386] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:14.772008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:14.776142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:14.776272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:17.781698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:17.785441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:17.790448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:17.795670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:17.795865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:20.805497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:20.810312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:20.815325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:20.819743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:20.819838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:23.826239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:23.831155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:23.835267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:23.839491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:23.839608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:26.844461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:26.849994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:26.854394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:26.858183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:26.858287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:29.864057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:29.867725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:29.871338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:29.875035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:29.875278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:32.880856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:32.885073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:32.889849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:32.894162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:32.894259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:35.900710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:35.905262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:35.909722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:35.914819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:35.914969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:38.922565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:38.927740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:38.932870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:38.937269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:38.937356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:41.942036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:41.946353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:41.950385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:41.954219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:41.954322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:44.960366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:44.966211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:44.972308] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:44.977283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:44.977391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:47.982949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:47.987903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:47.992773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:47.997637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:47.997772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:51.004036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:51.008443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:51.012812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:51.017341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:51.017498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:54.022242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:54.026390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:54.032338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:54.038213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:54.038373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:29:57.043773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:29:57.049000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:29:57.053028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:29:57.057763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:29:57.057973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:00.063077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:00.068204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:00.072043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:00.077873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:00.078124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:03.084222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:03.088504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:03.093632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:03.099400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:03.099604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:06.105277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:06.109201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:06.113282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:06.117456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:06.117554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:09.123403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:09.128612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:09.133255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:09.137306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:09.137400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:12.143887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:12.148266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:12.152928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:12.157818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:12.157959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:15.162905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:15.169066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:15.174245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:15.178882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:15.179194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:18.184630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:18.189091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:18.193485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:18.198859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:18.198983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:21.204002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:21.207566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:21.212319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:21.216051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:21.216130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:24.220708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:24.224691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:24.228427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:24.232749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:24.232851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:27.237765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:27.241782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:27.245615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:27.249136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:27.249223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:30.291261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:30.296350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:30.300062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:30.303702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:30.303798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:33.310045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:33.314444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:33.318190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:33.321832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:33.321914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:36.326807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:36.331794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:36.336112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:36.340073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:36.340185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:39.345605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:39.349951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:39.354117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:39.358562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:39.358681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:42.363112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:42.367006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:42.371205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:42.374990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:42.375076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:45.382138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:45.388403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:45.394115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:45.398872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:45.398999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:48.403976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:48.407769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:48.411217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:48.414526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:48.414605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:51.419293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:51.423959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:51.428010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:51.431869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:51.431953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:54.439699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:54.445343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:54.458743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:54.468100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:54.468310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:30:57.474120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:30:57.478500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:30:57.483131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:30:57.487786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:30:57.487871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:00.492639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:00.496209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:00.499692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:00.503096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:00.503176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:03.508912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:03.514088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:03.518223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:03.522696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:03.522818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:06.527494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:06.531632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:06.535669] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:06.540269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:06.540412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:09.545513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:09.553286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:09.557319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:09.561357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:09.561453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:12.567159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:12.572710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:12.577581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:12.581957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:12.582072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:15.586456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:15.591799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:15.597045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:15.601741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:15.601866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:18.608482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:18.613802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:18.617826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:18.621958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:18.622115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:21.629602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:21.634481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:21.639311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:21.643510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:21.643681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:24.656858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:24.662040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:24.665919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:24.669521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:24.669603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:27.674292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:27.678421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:27.683174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:27.687015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:27.687119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:30.691864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:30.696109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:30.701023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:30.704775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:30.704879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:33.710630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:33.715229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:33.720503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:33.724389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:33.724476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:36.728832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:36.732572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:36.736344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:36.740182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:36.740277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:39.745522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:39.750109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:39.754135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:39.757997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:39.758097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:42.762805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:42.766473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:42.770426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:42.774352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:42.774438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:45.780738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:45.786552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:45.792716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:45.798266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:45.798402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:48.803732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:48.808740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:48.814022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:48.818617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:48.818740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:51.825022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:51.829390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:51.833532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:51.837237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:51.837325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:54.842004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:54.845597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:54.849285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:54.852969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:54.853051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:31:57.859767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:31:57.865590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:31:57.871428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:31:57.876511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:31:57.876688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:00.882350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:00.886098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:00.890209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:00.894568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:00.894684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:03.900960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:03.905542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:03.909963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:03.913635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:03.913770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:06.918810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:06.922772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:06.927439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:06.931266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:06.931350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:09.937306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:09.941150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:09.944694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:09.948596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:09.948709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:12.955156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:12.964620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:12.969176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:12.973114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:12.973212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:15.978959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:15.983733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:15.988009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:15.991690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:15.991781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:18.998804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:19.003978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:19.009021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:19.014375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:19.014499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:22.020324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:22.025461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:22.029843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:22.034051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:22.034135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:25.039313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:25.043294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:25.047065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:25.051124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:25.051215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:28.056530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:28.060620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:28.064187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:28.068263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:28.068371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:31.075164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:31.079932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:31.084347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:31.089096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:31.089195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:34.095028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:34.100347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:34.105100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:34.108957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:34.109055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:37.114023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:37.118934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:37.123083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:37.127007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:37.127116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:40.135358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:40.140807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:40.144964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:40.149530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:40.149611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:43.154319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:43.158248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:43.161988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:43.165633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:43.165753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:46.170832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:46.174909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:46.178978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:46.182571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:46.182689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:49.187878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:49.192019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:49.195537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:49.199460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:49.199557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:52.205575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:52.209623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:52.213779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:52.219425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:52.219535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:55.223632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:55.227509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:55.231023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:55.234592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:55.234712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:32:58.241834] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:32:58.247317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:32:58.252240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:32:58.256615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:32:58.256764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:01.262558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:01.267131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:01.271676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:01.275627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:01.275771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:04.281172] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:04.285196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:04.289220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:04.293194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:04.293309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:07.298804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:07.303537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:07.307944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:07.312222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:07.312339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:10.319810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:10.325461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:10.330153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:10.334567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:10.334743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:13.341135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:13.347957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:13.353483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:13.357421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:13.357503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:16.364035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:16.368394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:16.372062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:16.375586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:16.375693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:19.380791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:19.384974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:19.388709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:19.392248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:19.392331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:22.398259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:22.404096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:22.408918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:22.413469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:22.413587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:25.419087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:25.423870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:25.428126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:25.432365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:25.432466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:28.436549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:28.469962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:28.504200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:28.508065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:28.508156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:31.513851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:31.519875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:31.526007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:31.530360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:31.530497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:34.536075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:34.540410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:34.544240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:34.548618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:34.548779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:37.555323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:37.559752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:37.563839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:37.567842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:37.567957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:40.573796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:40.578081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:40.582661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:40.586615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:40.586731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:43.593033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:43.598279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:43.604051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:43.609254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:43.609406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:46.615418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:46.620670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:46.625791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:46.629505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:46.629606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:49.636304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:49.641906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:49.646136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:49.650589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:49.650720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:52.658415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:52.665796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:52.671882] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:52.677588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:52.677814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:55.683238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:55.687245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:55.690961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:55.694398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:55.694478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:33:58.700474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:33:58.705582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:33:58.710543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:33:58.715151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:33:58.715232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:01.722986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:01.728744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:01.733224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:01.736956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:01.737039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:04.744056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:04.748967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:04.753567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:04.757954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:04.758057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:07.764110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:07.769038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:07.773238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:07.777047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:07.777130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:10.782699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:10.786990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:10.791475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:10.796060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:10.796159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:13.802465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:13.806209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:13.809936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:13.813602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:13.813713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:16.820926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:16.827418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:16.832264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:16.836190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:16.836274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:19.840497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:19.844329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:19.848015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:19.851523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:19.851609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:22.857018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:22.861812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:22.865748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:22.870438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:22.870779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:25.876263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:25.880749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:25.885692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:25.890999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:25.891083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:28.897256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:28.902558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:28.907738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:28.912955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:28.913481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:31.920103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:31.927154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:31.932634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:31.937788] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:31.937971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:34.943629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:34.947963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:34.951751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:34.956839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:34.956996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:37.963185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:37.967354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:37.971409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:37.974960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:37.975043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:40.980066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:40.984048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:40.987791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:40.991485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:40.991600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:43.997132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:44.001280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:44.005314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:44.010134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:44.010285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:47.222393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:47.227106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:47.231488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:47.235493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:47.235568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:50.241596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:50.247190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:50.252268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:50.261026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:50.261286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:53.265992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:53.269934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:53.273937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:53.277559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:53.277667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:56.283001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:56.286559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:56.289971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:56.293431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:56.293512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:34:59.300173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:34:59.305914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:34:59.312022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:34:59.316897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:34:59.317043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:02.325571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:02.333922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:02.341855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:02.348316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:02.348568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:05.353237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:05.356938] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:05.360438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:05.364126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:05.364205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:08.370590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:08.375175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:08.379325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:08.383005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:08.383094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:11.392157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:11.397362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:11.401207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:11.405057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:11.405141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:14.411140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:14.415633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:14.419760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:14.423769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:14.423875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:17.429202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:17.433780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:17.438201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:17.441804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:17.441906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:20.447738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:20.452670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:20.457485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:20.462566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:20.462701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:23.467111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:23.470831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:23.474453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:23.478560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:23.478683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:26.484682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:26.490388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:26.495085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:26.499714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:26.499836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:29.506334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:29.511768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:29.517266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:29.522696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:29.522819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:32.529074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:32.532884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:32.536623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:32.540622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:32.540727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:35.545020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:35.548621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:35.552134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:35.555698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:35.555784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:38.561445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:38.566275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:38.571362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:38.576420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:38.576539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:41.580873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:41.584702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:41.588513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:41.592191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:41.592277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:44.598875] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:44.603804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:44.607967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:44.612248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:44.612328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:47.616772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:47.620674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:47.626320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:47.631317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:47.631418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:50.636296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:50.640580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:50.644825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:50.649990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:50.650164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:53.654745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:53.659216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:53.663812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:53.667629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:53.667743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:56.672577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:56.676219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:56.680566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:56.684090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:56.684176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:35:59.690298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:35:59.696525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:35:59.702367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:35:59.707799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:35:59.707963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:02.712976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:02.717361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:02.723574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:02.728635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:02.728745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:05.735139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:05.740033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:05.744535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:05.748859] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:05.748977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:08.755859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:08.760793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:08.765013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:08.769838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:08.770030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:11.776775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:11.780579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:11.784408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:11.788041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:11.788140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:14.794241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:14.799456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:14.804714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:14.808374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:14.808483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:17.814689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:17.819750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:17.825053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:17.829732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:17.829835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:20.835807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:20.839847] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:20.844147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:20.848985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:20.849139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:23.855924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:23.860912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:23.865525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:23.870685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:23.870840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:26.876288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:26.885828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:26.890762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:26.895310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:26.895411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:29.901383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:29.905498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:29.909704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:29.913470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:29.913552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:32.919942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:32.925450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:32.930497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:32.934993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:32.935114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:35.940865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:35.945107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:35.949684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:35.953432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:35.953519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:38.959699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:38.964493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:38.968748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:38.973561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:38.973791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:41.979105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:41.984358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:41.989734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:41.994819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:41.994948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:44.999946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:45.004441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:45.009694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:45.014065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:45.014146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:48.227189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:48.265622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:48.303814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:48.309458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:48.309566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:51.316574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:51.324227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:51.333128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:51.341196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:51.341443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:54.348215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:54.354666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:54.362678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:54.368778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:54.368932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:36:57.373493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:36:57.377819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:36:57.382709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:36:57.386698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:36:57.386794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:00.391430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:00.395232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:00.398887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:00.403264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:00.403352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:03.409181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:03.413230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:03.418798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:03.424600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:03.424891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:06.430618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:06.435151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:06.440408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:06.444499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:06.444623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:09.449492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:09.453393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:09.457082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:09.460625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:09.460748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:12.465750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:12.470428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:12.474579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:12.478268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:12.478356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:15.483864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:15.487723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:15.492967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:15.497114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:15.497200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:18.502160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:18.507924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:18.513441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:18.518227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:18.518344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:21.525233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:21.529899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:21.534840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:21.539008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:21.539107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:24.544166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:24.548626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:24.553268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:24.557738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:24.557852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:27.564121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:27.568563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:27.572525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:27.576310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:27.576395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:30.585296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:30.590135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:30.594944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:30.599769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:30.599895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:33.605781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:33.610395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:33.615561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:33.619234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:33.619319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:36.624034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:36.632408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:36.636321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:36.640295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:36.640388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:39.645730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:39.654848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:39.659155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:39.662555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:39.662636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:42.668180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:42.674478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:42.678829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:42.683058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:42.683139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:45.688611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:45.692543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:45.696721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:45.700351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:45.700432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:48.705771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:48.710523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:48.715897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:48.719949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:48.720054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:51.725836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:51.730416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:51.734498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:51.738162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:51.738245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:54.743464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:54.747547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:54.751222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:54.754682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:54.754765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:37:57.760603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:37:57.765433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:37:57.769979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:37:57.773606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:37:57.773706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:00.780230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:00.785206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:00.790054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:00.794529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:00.794708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:03.800280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:03.804383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:03.808295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:03.812481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:03.812635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:06.818916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:06.823062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:06.827488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:06.832326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:06.832427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:09.840367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:09.844541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:09.848637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:09.853282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:09.853414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:12.860792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:12.866942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:12.873919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:12.878218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:12.878324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:15.884297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:15.889212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:15.894682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:15.899312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:15.899448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:18.904576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:18.909176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:18.913566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:18.917668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:18.917759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:21.923054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:21.926999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:21.930604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:21.934242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:21.934323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:24.939448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:24.943867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:24.948917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:24.954001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:24.954096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:27.959893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:27.965569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:27.970400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:27.974842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:27.974940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:30.980158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:30.984183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:30.988536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:30.992594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:30.992719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:33.999981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:34.004782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:34.009299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:34.013014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:34.013098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:37.018787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:37.024270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:37.028588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:37.032741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:37.032835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:40.039745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:40.045319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:40.050183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:40.054719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:40.054862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:43.060951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:43.064982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:43.069448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:43.073821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:43.073916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:46.103433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:46.108269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:46.112115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:46.115880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:46.116104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:49.123179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:49.128393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:49.132686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:49.322419] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:49.322670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:52.329269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:52.333274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:52.336970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:52.341557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:52.341673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:55.348628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:55.352848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:55.357076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:55.362909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:55.363121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:38:58.368796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:38:58.373234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:38:58.376879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:38:58.380561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:38:58.380664] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:01.386934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:01.391957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:01.397031] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:01.401601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:01.401791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:04.408138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:04.412294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:04.416917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:04.421566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:04.421736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:07.427753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:07.431606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:07.434982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:07.442012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:07.442098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:10.447535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:10.451514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:10.455282] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:10.459159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:10.459311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:13.464736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:13.469527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:13.473685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:13.477182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:13.477260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:16.482418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:16.486251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:16.490472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:16.494343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:16.494433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:19.501051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:19.506949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:19.511980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:19.516406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:19.516529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:22.523170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:22.528157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:22.532555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:22.536602] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:22.536728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:25.542536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:25.546509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:25.550348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:25.554107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:25.554188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:28.560138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:28.565306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:28.570033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:28.575662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:28.575791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:31.582488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:31.586939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:31.591255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:31.595676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:31.595800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:34.600305] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:34.603853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:34.607252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:34.610846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:34.610933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:37.616058] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:37.620380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:37.624245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:37.628135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:37.628228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:40.632781] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:40.637531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:40.641314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:40.644756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:40.644838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:43.651071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:43.656512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:43.660890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:43.664873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:43.664955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:46.669389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:46.673895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:46.679080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:46.684180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:46.684348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:49.691700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:49.697289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:49.703917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:49.709449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:49.709608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:52.717083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:52.722096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:52.726367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:52.730150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:52.730233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:55.735922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:55.741012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:55.745887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:55.749995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:55.750082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:39:58.756835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:39:58.761064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:39:58.764890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:39:58.768829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:39:58.768975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:01.774519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:01.780536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:01.785959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:01.791736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:01.791893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:04.799331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:04.804573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:04.810678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:04.816611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:04.816816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:07.821827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:07.826854] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:07.830709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:07.834324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:07.834417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:10.839057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:10.842602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:10.846426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:10.850120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:10.850200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:13.854701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:13.858435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:13.862147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:13.865664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:13.865748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:16.870160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:16.874213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:16.878231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:16.882350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:16.882445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:19.888211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:19.892513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:19.897193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:19.901021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:19.901126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:22.909188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:22.914406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:22.919719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:22.924588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:22.924842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:25.930556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:25.934923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:25.939936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:25.944582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:25.944715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:28.949986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:28.953890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:28.958706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:28.963567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:28.963732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:32.000980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:32.006118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:32.010002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:32.014205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:32.014344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:35.021754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:35.027735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:35.033427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:35.039783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:35.039936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:38.046372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:38.050848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:38.054910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:38.059047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:38.059158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:41.065909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:41.070578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:41.074381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:41.078615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:41.078721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:44.084465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:44.088494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:44.093612] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:44.098095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:44.098203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:47.105013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:47.109913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:47.114563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:47.118998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:47.119113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:50.123848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:50.127958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:50.227298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:50.231705] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:50.231798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:53.238047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:53.242770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:53.246902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:53.251862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:53.252002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:56.258575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:56.264022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:56.269387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:56.274532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:56.274701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:40:59.282063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:40:59.286787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:40:59.292010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:40:59.296301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:40:59.296584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:02.303400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:02.309049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:02.314363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:02.320519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:02.320682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:05.326493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:05.330481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:05.334837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:05.340349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:05.340445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:08.345267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:08.349346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:08.353280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:08.362136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:08.362329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:11.367748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:11.372147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:11.376512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:11.381291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:11.381415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:14.386099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:14.390314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:14.394202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:14.398313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:14.398478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:17.403885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:17.408877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:17.414164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:17.418338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:17.418534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:20.423946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:20.428631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:20.435013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:20.439588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:20.439712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:23.445116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:23.449345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:23.453077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:23.456699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:23.456784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:26.461816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:26.465954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:26.471110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:26.475669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:26.475996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:29.481733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:29.486341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:29.490550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:29.495673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:29.495782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:32.501286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:32.506266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:32.510579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:32.514862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:32.514988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:35.520112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:35.525072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:35.529753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:35.534196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:35.534332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:38.538957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:38.542679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:38.546722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:38.550699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:38.550793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:41.556878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:41.561362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:41.565567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:41.571135] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:41.571232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:44.577940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:44.586607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:44.592162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:44.595930] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:44.596012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:47.600319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:47.604705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:47.608746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:47.612703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:47.612795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:50.617382] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:50.622453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:50.627670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:50.632081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:50.632184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:53.637814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:53.642121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:53.646012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:53.649755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:53.649841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:56.656419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:56.661510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:56.666815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:56.670834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:56.670919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:41:59.676944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:41:59.682991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:41:59.688676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:41:59.692904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:41:59.692997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:02.700606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:02.706015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:02.709899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:02.713820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:02.713909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:05.719915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:05.724444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:05.729187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:05.733114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:05.733206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:08.739132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:08.743593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:08.747153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:08.750690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:08.750770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:11.755178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:11.760102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:11.764043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:11.768212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:11.768333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:14.774747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:14.778892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:14.782292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:14.786197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:14.786270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:17.792929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:17.798601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:17.802831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:17.806539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:17.806628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:20.813308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:20.819592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:20.825846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:20.830359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:20.830484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:23.836011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:23.840467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:23.844442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:23.848011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:23.848095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:26.853317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:26.857706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:26.863307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:26.867130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:26.867224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:29.873582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:29.878967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:29.883355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:29.887630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:29.887753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:32.892766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:32.897542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:32.901904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:32.906159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:32.906318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:35.913631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:35.919023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:35.924313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:35.928479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:35.928568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:38.934600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:38.938464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:38.942903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:38.946796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:38.946882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:41.951962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:41.958008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:41.962414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:41.966089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:41.966171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:44.972722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:44.977695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:44.981681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:44.985310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:44.985397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:47.992739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:47.998498] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:48.003489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:48.008928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:48.009030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:51.015963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:51.021036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:51.025711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:51.222088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:51.222308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:54.229709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:54.234946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:54.238765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:54.243360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:54.243509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:42:57.248119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:42:57.252130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:42:57.255723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:42:57.259799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:42:57.260014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:00.265146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:00.268926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:00.272531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:00.276281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:00.276392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:03.282565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:03.286955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:03.291125] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:03.294733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:03.294814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:06.300699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:06.306582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:06.312340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:06.317265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:06.317361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:09.322787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:09.326953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:09.331086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:09.335134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:09.335228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:12.341377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:12.345580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:12.350204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:12.354247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:12.354336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:15.358662] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:15.362794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:15.366696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:15.370943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:15.371056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:18.375673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:18.380226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:18.384797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:18.388721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:18.388850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:21.393513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:21.398222] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:21.403027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:21.407409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:21.407560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:24.414132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:24.418506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:24.422891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:24.427115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:24.427200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:27.433083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:27.437909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:27.442093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:27.446310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:27.446416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:30.451399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:30.491385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:30.529278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:30.533060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:30.533145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:33.538631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:33.543261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:33.548394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:33.552057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:33.552136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:36.558218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:36.563263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:36.568371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:36.572316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:36.572400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:39.577564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:39.581950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:39.586728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:39.591631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:39.591781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:42.598574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:42.603971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:42.610046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:42.615779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:42.615907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:45.621283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:45.626321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:45.631958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:45.636087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:45.636178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:48.641802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:48.646960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:48.651092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:48.655514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:48.655708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:51.661667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:51.665757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:51.670904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:51.675253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:51.675396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:54.680392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:54.684813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:54.688587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:54.692989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:54.693073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:43:57.698930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:43:57.704372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:43:57.709769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:43:57.715257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:43:57.715397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:00.719987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:00.723688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:00.727512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:00.731205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:00.731284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:03.735947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:03.740430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:03.743921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:03.748017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:03.748150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:06.753395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:06.757349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:06.761196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:06.765321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:06.765444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:09.772080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:09.776521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:09.780845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:09.785266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:09.785355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:12.792526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:12.798017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:12.802969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:12.807393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:12.807499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:15.814992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:15.819089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:15.822824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:15.826395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:15.826481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:18.831509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:18.835313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:18.843253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:18.847622] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:18.847749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:21.858137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:21.864533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:21.870492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:21.875951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:21.876077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:24.884231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:24.891311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:24.898761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:24.903303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:24.903459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:27.910127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:27.915344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:27.919624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:27.924777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:27.925184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:30.931381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:30.935759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:30.940180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:30.945424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:30.946240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:33.952467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:33.957046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:33.961194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:33.965150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:33.965271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:36.971904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:36.976514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:36.980428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:36.986002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:36.986114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:39.992720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:39.996621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:40.001261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:40.006411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:40.006553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:43.013971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:43.020603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:43.024767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:43.029475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:43.029632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:46.037017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:46.048275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:46.056134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:46.062312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:46.062438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:49.069210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:49.074295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:49.079794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:49.085621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:49.085776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:52.091823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:52.193245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:52.227993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:52.232279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:52.232388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:55.237899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:55.243330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:55.249515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:55.254307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:55.254405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:44:58.260542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:44:58.265384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:44:58.269298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:44:58.273396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:44:58.273485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:01.280357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:01.286586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:01.292343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:01.298546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:01.298730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:04.304299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:04.310320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:04.316050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:04.322100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:04.322448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:07.329314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:07.334447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:07.343506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:07.349108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:07.349260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:10.355551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:10.360726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:10.367753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:10.372436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:10.372569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:13.376858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:13.380997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:13.385869] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:13.390903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:13.391020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:16.396545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:16.401579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:16.406782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:16.412422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:16.412540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:19.417035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:19.421922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:19.425998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:19.429769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:19.429876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:22.435461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:22.441275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:22.458280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:22.463164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:22.463317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:25.468913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:25.473851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:25.478621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:25.483777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:25.483889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:28.488322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:28.491973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:28.495693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:28.499568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:28.499678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:31.504995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:31.509801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:31.514311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:31.519997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:31.520165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:34.525576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:34.530793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:34.534891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:34.539121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:34.539228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:37.543702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:37.547860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:37.551850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:37.555922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:37.556034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:40.561005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:40.564721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:40.568257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:40.572498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:40.572686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:43.578009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:43.581934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:43.585809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:43.589593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:43.589708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:46.596486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:46.605762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:46.611676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:46.616309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:46.616440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:49.621759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:49.626004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:49.630058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:49.633737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:49.633834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:52.641922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:52.647344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:52.653074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:52.658639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:52.658797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:55.663936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:55.668435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:55.673104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:55.677018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:55.677123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:45:58.683189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:45:58.688161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:45:58.691739] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:45:58.698142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:45:58.698263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:01.703151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:01.707462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:01.711848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:01.715697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:01.715807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:04.721372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:04.725569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:04.730106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:04.734358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:04.734492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:07.740073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:07.745227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:07.750715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:07.755340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:07.755476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:10.760449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:10.764837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:10.768993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:10.772702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:10.772791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:13.778453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:13.782442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:13.786635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:13.790367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:13.790494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:16.794751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:16.798904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:16.803413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:16.807220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:16.807327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:19.812443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:19.816782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:19.821181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:19.825157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:19.825239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:22.830153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:22.835468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:22.840822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:22.844839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:22.844954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:25.850575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:25.854885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:25.859967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:25.864176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:25.864262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:28.870542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:28.876096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:28.880237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:28.884763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:28.884904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:31.892846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:31.899742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:31.906183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:31.913016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:31.913251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:34.918179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:34.923063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:34.927977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:34.932156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:34.932289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:37.936604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:37.940332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:37.943821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:37.947145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:37.947228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:40.951243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:40.954834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:40.958278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:40.961820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:40.961907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:43.967295] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:43.972517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:43.976304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:43.980220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:43.980325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:46.984737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:46.988515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:46.992240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:46.995767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:46.995847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:50.001108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:50.005976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:50.010196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:50.014054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:50.014173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:53.314381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:53.319218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:53.323434] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:53.328156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:53.328264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:56.333503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:56.337429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:56.343012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:56.347007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:56.347091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:46:59.352598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:46:59.357101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:46:59.363598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:46:59.370096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:46:59.370277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:02.376298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:02.381084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:02.387045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:02.392203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:02.392368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:05.399274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:05.405058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:05.410030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:05.414904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:05.415189] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:08.420377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:08.424088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:08.427610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:08.431400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:08.431477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:11.438610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:11.443098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:11.447529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:11.453940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:11.454169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:14.459346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:14.463431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:14.467803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:14.471568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:14.471688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:17.477484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:17.481346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:17.484981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:17.488735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:17.488835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:20.497065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:20.503515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:20.509130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:20.514727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:20.514883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:23.521300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:23.525746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:23.533427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:23.537335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:23.537426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:26.543317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:26.547039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:26.550696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:26.554267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:26.554354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:29.559627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:29.564028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:29.568468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:29.572465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:29.572557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:32.577967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:32.582744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:32.586991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:32.591161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:32.591259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:35.597161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:35.601208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:35.604683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:35.608085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:35.608168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:38.613977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:38.618285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:38.622783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:38.626769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:38.626862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:41.632103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:41.637444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:41.641544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:41.646589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:41.646738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:44.652081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:44.656589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:44.660180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:44.663796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:44.663891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:47.668670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:47.672632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:47.676427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:47.680266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:47.680371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:50.685944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:50.689860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:50.693486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:50.696959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:50.697050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:53.703333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:53.708158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:53.712789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:53.716750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:53.716840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:56.726902] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:56.731807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:56.736238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:56.740368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:56.740529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:47:59.745388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:47:59.749106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:47:59.753339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:47:59.757572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:47:59.757696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:02.762926] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:02.766721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:02.770292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:02.773804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:02.773889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:05.778289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:05.783346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:05.788033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:05.792172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:05.792296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:08.797560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:08.802260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:08.806415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:08.810380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:08.810487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:11.816439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:11.820994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:11.824872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:11.829251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:11.829359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:14.835105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:14.839176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:14.843524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:14.848713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:14.848884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:17.856762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:17.862675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:17.868399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:17.874555] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:17.874844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:20.882300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:20.886850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:20.891094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:20.895020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:20.895136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:23.901815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:23.906265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:23.910289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:23.913849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:23.913928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:26.921467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:26.926199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:26.930503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:26.935258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:26.935399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:29.940535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:29.944705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:29.948503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:29.952603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:29.952749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:32.958435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:32.962418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:32.966405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:32.970519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:32.971057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:35.978168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:35.983660] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:35.989122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:35.995694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:35.995901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:39.003319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:39.008736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:39.012887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:39.016724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:39.016814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:42.022698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:42.027740] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:42.033185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:42.037440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:42.037575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:45.043003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:45.047196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:45.052084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:45.056090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:45.056177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:48.061882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:48.065581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:48.069634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:48.074446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:48.074595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:51.079082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:51.083964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:51.088844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:51.093567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:51.093710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:54.100098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:54.106307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:54.308182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:54.313742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:54.313874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:48:57.319941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:48:57.325597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:48:57.330820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:48:57.335522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:48:57.336362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:00.340874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:00.344624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:00.348710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:00.352279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:00.352359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:03.358439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:03.363969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:03.369168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:03.373752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:03.373899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:06.380070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:06.385238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:06.390838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:06.395103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:06.395637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:09.400829] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:09.405816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:09.409487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:09.413010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:09.413084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:12.420421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:12.425751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:12.431103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:12.436551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:12.436728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:15.446627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:15.452532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:15.458101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:15.463795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:15.463947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:18.470890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:18.475635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:18.482953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:18.489137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:18.489362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:21.494594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:21.499212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:21.503487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:21.507683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:21.507796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:24.513236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:24.519734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:24.525546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:24.530101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:24.530218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:27.537201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:27.542631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:27.547440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:27.551932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:27.552554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:30.558338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:30.563373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:30.567497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:30.571422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:30.571515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:33.576615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:33.582536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:33.588359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:33.593824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:33.593973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:36.599249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:36.604081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:36.608341] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:36.612779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:36.612900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:39.623358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:39.629710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:39.635763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:39.641552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:39.641848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:42.648366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:42.653147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:42.657583] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:42.663013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:42.663290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:45.669844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:45.676343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:45.682418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:45.689392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:45.689576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:48.694850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:48.699933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:48.705139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:48.709456] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:48.709539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:51.715390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:51.719842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:51.724629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:51.729162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:51.729248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:54.737542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:54.744372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:54.751065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:54.758215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:54.758351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:49:57.764666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:49:57.769089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:49:57.772900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:49:57.776857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:49:57.776965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:00.783739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:00.787820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:00.792578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:00.797876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:00.798108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:03.807096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:03.812791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:03.818491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:03.823730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:03.823893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:06.829144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:06.834390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:06.839153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:06.843763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:06.843923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:09.849682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:09.854636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:09.859628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:09.864607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:09.864775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:12.872805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:12.878050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:12.882798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:12.887635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:12.887795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:15.894917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:15.900413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:15.906359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:15.911116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:15.911263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:18.917559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:18.921760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:18.926444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:18.930612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:18.930738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:21.937159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:21.942275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:21.946122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:21.950512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:21.950686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:24.956537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:24.961693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:24.966662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:24.971291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:24.971403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:27.976954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:27.982144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:27.986491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:27.990710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:27.990848] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:30.996045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:31.001177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:31.005489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:31.010487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:31.010575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:34.046320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:34.050988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:34.055102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:34.059377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:34.059469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:37.067036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:37.072552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:37.077138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:37.081351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:37.081463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:40.086613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:40.091194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:40.095437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:40.100546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:40.100690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:43.107992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:43.113104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:43.117896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:43.123124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:43.123233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:46.128687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:46.132994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:46.136943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:46.141288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:46.141366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:49.146864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:49.152524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:49.159040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:49.165278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:49.165423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:52.170034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:52.174070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:52.179217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:52.185290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:52.185391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:55.190677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:55.196083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:55.203116] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:55.208909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:55.209010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:50:58.213477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:50:58.217970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:50:58.222360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:50:58.226207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:50:58.226302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:01.232215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:01.236368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:01.240041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:01.244216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:01.244303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:04.248693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:04.253368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:04.257491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:04.261627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:04.261775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:07.267893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:07.274413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:07.279511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:07.284321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:07.284506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:10.290139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:10.294968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:10.298862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:10.302301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:10.302410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:13.308221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:13.314133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:13.319043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:13.323221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:13.323315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:16.327876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:16.333072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:16.337359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:16.341608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:16.341726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:19.346250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:19.349799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:19.353267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:19.356737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:19.356817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:22.361472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:22.366017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:22.370454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:22.374611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:22.374741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:25.379186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:25.385138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:25.390220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:25.395908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:25.396018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:28.400796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:28.404825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:28.409604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:28.413505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:28.413613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:31.420631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:31.425199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:31.430110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:31.434676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:31.434793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:34.439209] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:34.442957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:34.446466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:34.449978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:34.450063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:37.454407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:37.459173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:37.463959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:37.468615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:37.468800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:40.473813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:40.477867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:40.481307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:40.484740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:40.484822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:43.489479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:43.493130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:43.496697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:43.500281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:43.500375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:46.506493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:46.511262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:46.515809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:46.520765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:46.520865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:49.526854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:49.532002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:49.536275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:49.541557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:49.541718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:52.546968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:52.550713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:52.554013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:52.557297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:52.557373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:55.563661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:55.569250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:55.574673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:55.582637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:55.582795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:51:58.589727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:51:58.593804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:51:58.597454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:51:58.601506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:51:58.601625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:01.610212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:01.615755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:01.621349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:01.626696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:01.626816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:04.632885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:04.637376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:04.641410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:04.645358] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:04.645453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:07.651954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:07.659059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:07.663906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:07.669031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:07.669165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:10.674281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:10.678015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:10.681536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:10.685331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:10.685416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:13.691303] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:13.696134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:13.700877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:13.704962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:13.705082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:16.710544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:16.714836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:16.719017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:16.723240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:16.723335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:19.728401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:19.733324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:19.738025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:19.742205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:19.742310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:22.748741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:22.753157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:22.757364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:22.762292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:22.762444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:25.768944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:25.774335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:25.779949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:25.784188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:25.784275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:28.791692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:28.797920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:28.802937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:28.807699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:28.807805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:31.814602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:31.820097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:31.824709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:31.828405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:31.828492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:34.833592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:34.839281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:34.844552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:34.850035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:34.850185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:37.855865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:37.860753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:37.865204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:37.869172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:37.869270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:40.874958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:40.879150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:40.883703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:40.887686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:40.887775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:43.896003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:43.902602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:43.906680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:43.910467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:43.910576] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:46.915353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:46.919356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:46.923194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:46.928729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:46.928943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:49.935018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:49.940112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:49.944394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:49.948166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:49.948259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:52.956279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:52.963068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:52.969772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:52.976103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:52.976283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:55.980576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:55.984708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:55.990161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:55.994258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:55.994339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:52:58.999331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:52:59.003204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:52:59.007298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:52:59.011186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:52:59.011276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:02.017888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:02.023107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:02.027035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:02.031830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:02.031977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:05.036749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:05.041231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:05.046274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:05.050638] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:05.050761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:08.056745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:08.060926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:08.064543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:08.067999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:08.068083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:11.073518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:11.078129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:11.082556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:11.087112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:11.087235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:14.092432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:14.096904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:14.100857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:14.104303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:14.104398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:17.109022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:17.113327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:17.117146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:17.121136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:17.121517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:20.129300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:20.134054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:20.138290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:20.143443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:20.143578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:23.153801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:23.157662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:23.161264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:23.165684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:23.165832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:26.170294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:26.175195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:26.179622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:26.183532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:26.183624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:29.188983] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:29.193393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:29.197853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:29.202341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:29.202458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:32.208932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:32.244776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:32.281233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:32.285394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:32.285501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:35.289963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:35.293721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:35.297374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:35.300957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:35.301056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:38.305669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:38.309954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:38.314440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:38.318915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:38.319037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:41.323589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:41.327155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:41.330697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:41.334100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:41.334183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:44.338899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:44.343446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:44.348061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:44.352355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:44.352678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:47.359212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:47.363332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:47.367923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:47.372471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:47.372622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:50.378993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:50.383864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:50.393464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:50.398693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:50.398823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:53.407405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:53.411910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:53.416765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:53.421004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:53.421092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:56.426453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:56.432345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:56.438357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:56.443406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:56.443534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:53:59.448442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:53:59.452705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:53:59.456725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:53:59.460467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:53:59.460550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:02.467403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:02.474461] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:02.481253] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:02.488579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:02.488822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:05.496610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:05.502061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:05.507093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:05.511816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:05.511953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:08.518229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:08.522696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:08.526737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:08.530752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:08.530867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:11.537357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:11.542263] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:11.547803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:11.553438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:11.553631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:14.558674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:14.563266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:14.567774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:14.572854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:14.572969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:17.578626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:17.583737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:17.588013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:17.592138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:17.592252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:20.597162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:20.601375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:20.605214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:20.608691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:20.608775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:23.615722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:23.621450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:23.625849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:23.630272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:23.630373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:26.637096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:26.643342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:26.648878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:26.653183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:26.653284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:29.659146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:29.663577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:29.668285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:29.672742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:29.672873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:32.679578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:32.684189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:32.688811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:32.692371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:32.692452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:35.698379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:35.703877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:35.708151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:35.713154] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:35.713303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:38.718761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:38.723510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:38.728231] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:38.732189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:38.732330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:41.739123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:41.743798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:41.749205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:41.753457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:41.753548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:44.760039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:44.765343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:44.770411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:44.775127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:44.775745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:47.782417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:47.787435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:47.792227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:47.797048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:47.797168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:50.803132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:50.807764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:50.811939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:50.815612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:50.815728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:53.822673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:53.826916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:53.831169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:53.835025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:53.835110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:56.845604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:56.851768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:56.859297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:56.866089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:56.866303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:54:59.871276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:54:59.876325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:54:59.880855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:54:59.885020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:54:59.885116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:02.891505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:02.895951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:02.900587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:02.905206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:02.905325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:05.911076] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:05.917528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:05.922530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:05.926579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:05.926701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:08.932263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:08.937200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:08.941476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:08.945492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:08.945626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:11.950775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:11.954665] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:11.958978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:11.962912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:11.963023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:14.968423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:14.972426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:14.976591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:14.980473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:14.980566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:17.985844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:17.990739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:17.997608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:18.004148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:18.004303] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:21.008874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:21.014000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:21.018033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:21.021578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:21.021690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:24.025930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:24.029877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:24.034886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:24.038693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:24.038801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:27.133066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:27.168853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:27.202416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:27.206726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:27.206814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:30.214246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:30.221469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:30.227200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:30.232621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:30.232784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:33.238444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:33.243177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:33.247370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:33.252408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:33.252563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:36.257418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:36.261538] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:36.265431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:36.269227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:36.269330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:39.274844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:39.279839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:39.284553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:39.289276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:39.289417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:42.294032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:42.298013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:42.301745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:42.306254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:42.306387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:45.311123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:45.314677] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:45.318627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:45.322265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:45.322346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:48.329608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:48.336122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:48.342678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:48.349046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:48.349174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:51.353660] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:51.357594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:51.361608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:51.365360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:51.365449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:54.370229] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:54.374859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:54.379985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:54.384127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:54.384240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:55:57.389167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:55:57.393305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:55:57.398013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:55:57.401583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:55:57.401695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:00.407551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:00.413525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:00.419899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:00.426010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:00.426145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:03.431406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:03.435992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:03.440497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:03.444842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:03.444953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:06.450380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:06.454738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:06.459001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:06.463395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:06.463503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:09.473242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:09.477968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:09.481987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:09.486250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:09.486493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:12.491417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:12.495501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:12.499577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:12.503325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:12.503412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:15.509143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:15.513553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:15.518157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:15.522925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:15.523045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:18.528457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:18.532354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:18.536133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:18.539857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:18.539949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:21.546090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:21.550226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:21.554010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:21.557909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:21.558028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:24.563439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:24.569079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:24.574559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:24.579830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:24.579953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:27.586823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:27.591423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:27.595971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:27.601949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:27.602234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:30.608595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:30.612832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:30.616484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:30.620303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:30.620391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:33.627459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:33.633506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:33.638461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:33.642236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:33.642325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:36.648024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:36.652030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:36.656068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:36.659680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:36.659767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:39.665019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:39.671123] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:39.677145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:39.682571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:39.682756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:42.688134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:42.693024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:42.696700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:42.700284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:42.700374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:45.704585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:45.708235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:45.711852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:45.715300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:45.715382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:48.719522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:48.723299] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:48.726934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:48.730391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:48.730473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:51.735747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:51.743728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:51.749074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:51.753666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:51.753749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:54.758996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:54.764146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:54.769455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:54.773963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:54.774095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:56:57.780205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:56:57.785256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:56:57.790340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:56:57.794505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:56:57.794634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:00.799940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:00.803775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:00.807336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:00.810912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:00.810997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:03.816037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:03.821118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:03.826218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:03.830086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:03.830192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:06.836698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:06.840408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:06.844030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:06.847526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:06.847610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:09.853763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:09.858317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:09.862852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:09.866965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:09.867055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:12.873689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:12.878863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:12.883222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:12.887704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:12.887809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:15.892336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:15.896219] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:15.899831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:15.903377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:15.903459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:18.910181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:18.915490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:18.919568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:18.923208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:18.923293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:21.929708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:21.934831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:21.939710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:21.944487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:21.944601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:24.949534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:24.953040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:24.956471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:24.963123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:24.963360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:27.974706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:27.980006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:27.985174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:27.989236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:27.989328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:30.994048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:30.998304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:31.002368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:31.006169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:31.006269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:34.012164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:34.017503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:34.022979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:34.027114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:34.027228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:37.033962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:37.040297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:37.045803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:37.051155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:37.051282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:40.056160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:40.060196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:40.063749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:40.067477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:40.067578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:43.073417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:43.078694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:43.083269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:43.087860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:43.088063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:46.093732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:46.099370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:46.104330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:46.108340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:46.108433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:49.113306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:49.117899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:49.122491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:49.127099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:49.127200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:52.132339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:52.136307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:52.140113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:52.143744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:52.143836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:55.149314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:55.154205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:55.159244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:55.164011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:55.164289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:57:58.470691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:57:58.475814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:57:58.480876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:57:58.485516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:57:58.485613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:01.491917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:01.496975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:01.502165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:01.506617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:01.506746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:04.512725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:04.518958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:04.525121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:04.531576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:04.531880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:07.536539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:07.540690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:07.545297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:07.549238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:07.549355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:10.554264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:10.558623] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:10.563801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:10.568521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:10.568628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:13.573158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:13.577224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:13.582087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:13.586003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:13.586102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:16.590724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:16.595030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:16.598738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:16.602098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:16.602177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:19.606627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:19.610559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:19.614355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:19.618140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:19.618231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:22.623676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:22.628097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:22.632441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:22.636819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:22.636935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:25.642028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:25.645945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:25.649838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:25.653894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:25.653993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:28.660881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:28.666146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:28.670825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:28.674425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:28.674513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:31.680291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:31.684039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:31.688043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:31.691854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:31.691944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:34.699709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:34.705660] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:34.710142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:34.714506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:34.714816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:37.720962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:37.725088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:37.728858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:37.732847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:37.732927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:40.738444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:40.743077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:40.747247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:40.751846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:40.751930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:43.758388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:43.762370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:43.766004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:43.769912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:43.769998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:46.775919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:46.780789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:46.784797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:46.789193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:46.789287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:49.795909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:49.800032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:49.803626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:49.807373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:49.807459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:52.812609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:52.817302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:52.821230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:52.825293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:52.825386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:55.830760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:55.834492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:55.838105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:55.842149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:55.842248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:58:58.849128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:58:58.853841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:58:58.858379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:58:58.862430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:58:58.862515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:01.869743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:01.876212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:01.883399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:01.888026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:01.888221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:04.893997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:04.898291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:04.901974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:04.905752] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:04.905835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:07.912332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:07.917549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:07.922340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:07.926603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:07.926882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:10.933550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:10.940188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:10.944590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:10.950178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:10.950296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:13.957135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:13.962053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:13.966250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:13.970392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:13.970504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:16.975958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:16.979975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:16.984035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:16.987905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:16.988027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:19.993188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:19.997901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:20.002340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:20.006444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:20.006574] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:23.013943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:23.019129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:23.023414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:23.027990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:23.028117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:26.032965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:26.037618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:26.042180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:26.046110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:26.046221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:29.050689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:29.054898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:29.356006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:29.361231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:29.361322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:32.366283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:32.371987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:32.376940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:32.381189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:32.381272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:35.389123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:35.395210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:35.401174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:35.406745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:35.406906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:38.412324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:38.416622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:38.420501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:38.424470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:38.424612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:41.429609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:41.433510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:41.437763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:41.442211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:41.442484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:44.449889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:44.456064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:44.462398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:44.467994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:44.468251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:47.475731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:47.480237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:47.484233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:47.492064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:47.492231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:50.500060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:50.505998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:50.512577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:50.518036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:50.518194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:53.523118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:53.527529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:53.531625] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:53.536098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:53.536274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:56.542048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:56.546402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:56.550887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:56.555918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:56.556204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T19:59:59.562905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T19:59:59.567820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T19:59:59.573770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T19:59:59.578754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T19:59:59.578923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:02.587511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:02.594062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:02.600417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:02.605248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:02.605419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:05.611626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:05.617779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:05.622361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:05.627167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:05.627334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:08.634144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:08.639507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:08.644024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:08.648453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:08.648567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:11.656187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:11.662621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:11.667693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:11.672798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:11.672956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:14.680307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:14.686561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:14.691677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:14.696304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:14.696445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:17.703735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:17.709400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:17.713492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:17.718211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:17.718366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:20.723006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:20.727205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:20.731595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:20.736026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:20.736154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:23.744941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:23.750857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:23.756615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:23.761781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:23.761874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:26.769964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:26.775570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:26.780470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:26.785160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:26.785280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:29.793568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:29.798866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:29.803585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:29.807520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:29.807624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:32.813609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:32.818251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:32.822049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:32.826185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:32.826272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:35.863501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:35.869181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:35.874366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:35.880088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:35.880504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:38.886954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:38.890942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:38.894693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:38.898466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:38.898556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:41.903995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:41.908362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:41.912988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:41.917245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:41.917351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:44.924120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:44.929199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:44.933865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:44.942711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:44.942859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:47.949692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:47.954364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:47.958839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:47.963498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:47.963671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:50.968218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:50.972433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:50.976781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:50.981062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:50.981199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:53.987134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:53.992300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:53.997047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:54.002143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:54.002271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:00:57.009313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:00:57.013989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:00:57.017909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:00:57.021797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:00:57.021884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:00.123044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:00.162345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:00.198756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:00.204322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:00.204462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:03.210227] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:03.214989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:03.219791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:03.223342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:03.223419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:06.227989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:06.232765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:06.236505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:06.240252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:06.240373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:09.245703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:09.250266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:09.255056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:09.259829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:09.259987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:12.264813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:12.268748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:12.272498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:12.276737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:12.276838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:15.281545] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:15.286066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:15.289915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:15.293841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:15.293976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:18.299416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:18.303246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:18.307391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:18.311869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:18.311969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:21.318516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:21.324279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:21.330375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:21.334828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:21.334956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:24.340210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:24.343860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:24.347848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:24.352971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:24.353103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:27.359106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:27.364533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:27.371310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:27.376003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:27.376166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:30.382056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:30.387716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:30.392358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:30.396432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:30.396528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:33.401588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:33.405383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:33.409083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:33.413849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:33.414315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:36.419830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:36.424059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:36.428234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:36.432109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:36.432226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:39.440790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:39.449265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:39.458196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:39.464911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:39.465180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:42.470314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:42.475245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:42.479498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:42.483427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:42.483510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:45.490273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:45.495362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:45.500904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:45.504986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:45.505069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:48.510722] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:48.515108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:48.519078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:48.522607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:48.522725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:51.528010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:51.532977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:51.537716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:51.541883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:51.541974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:54.546431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:54.550807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:54.554685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:54.558446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:54.558540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:01:57.563572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:01:57.567991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:01:57.571880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:01:57.575505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:01:57.575595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:00.581075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:00.585748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:00.590501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:00.594438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:00.594533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:03.601567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:03.607343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:03.612600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:03.617407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:03.617518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:06.624629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:06.629028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:06.633609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:06.639089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:06.639192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:09.644509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:09.649512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:09.654022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:09.657876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:09.657991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:12.664238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:12.668293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:12.671967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:12.676138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:12.676278] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:15.682506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:15.687745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:15.692751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:15.698310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:15.698455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:18.703799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:18.708407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:18.712664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:18.716926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:18.717096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:21.723437] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:21.728927] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:21.734000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:21.739333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:21.739515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:24.744758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:24.749336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:24.753162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:24.756933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:24.757016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:27.765119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:27.770375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:27.775798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:27.780936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:27.781063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:30.788475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:30.794033] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:30.799984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:30.804729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:30.804815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:33.810491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:33.814251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:33.817722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:33.822776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:33.822959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:36.829374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:36.834397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:36.839709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:36.843561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:36.843689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:39.850279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:39.855309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:39.860151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:39.864464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:39.864565] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:42.871054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:42.875613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:42.879868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:42.883786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:42.883878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:45.890690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:45.896368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:45.901526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:45.905921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:45.906017] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:48.912017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:48.916074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:48.920037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:48.924017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:48.924120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:51.930871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:51.935732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:51.941348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:51.945733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:51.945849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:54.951697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:54.956001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:54.960086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:54.963853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:54.963942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:02:57.972205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:02:57.978284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:02:57.983723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:02:57.989632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:02:57.989818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:00.996307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:01.002437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:01.199681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:01.205395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:01.205539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:04.211797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:04.219471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:04.226059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:04.239366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:04.239578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:07.245848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:07.250951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:07.256265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:07.260868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:07.261133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:10.266916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:10.270695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:10.274552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:10.279019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:10.279129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:13.284472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:13.288904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:13.293504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:13.298114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:13.298332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:16.303797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:16.308159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:16.313828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:16.321720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:16.321999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:19.328334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:19.332810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:19.338095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:19.342713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:19.342823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:22.347772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:22.351820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:22.356102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:22.360016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:22.360111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:25.367078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:25.372635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:25.378087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:25.383991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:25.384118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:28.388850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:28.393635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:28.398338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:28.402082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:28.402175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:31.407831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:31.416094] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:31.421276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:31.425946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:31.426060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:34.431028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:34.465195] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:34.501217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:34.506078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:34.506196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:37.511085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:37.515732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:37.519872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:37.523765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:37.523880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:40.528222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:40.533082] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:40.537206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:40.541045] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:40.541137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:43.546201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:43.550786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:43.555740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:43.561521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:43.561624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:46.566681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:46.571105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:46.576694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:46.581721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:46.581858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:49.586599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:49.591317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:49.595909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:49.600047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:49.600172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:52.605159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:52.609720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:52.614495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:52.619821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:52.619990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:55.625020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:55.629517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:55.633393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:55.637408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:55.637513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:03:58.642320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:03:58.647023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:03:58.651188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:03:58.655055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:03:58.655153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:01.666728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:01.673004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:01.678529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:01.683057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:01.683283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:04.688428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:04.693156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:04.697424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:04.701758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:04.701885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:07.707073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:07.711831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:07.716376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:07.720785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:07.720887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:10.727356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:10.732482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:10.737370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:10.741183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:10.741269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:13.747142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:13.751631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:13.755547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:13.759238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:13.759322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:16.765769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:16.769778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:16.773570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:16.777166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:16.777247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:19.781434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:19.785333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:19.789120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:19.792761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:19.792846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:22.798822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:22.803138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:22.806929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:22.810538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:22.810624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:25.816958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:25.821612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:25.825711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:25.829510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:25.829604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:28.835506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:28.840485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:28.845556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:28.849981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:28.850087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:31.855484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:31.860009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:31.864421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:31.868595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:31.868712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:34.873685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:34.878237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:34.883100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:34.886920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:34.887006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:37.891967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:37.896637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:37.901804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:37.906122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:37.906263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:40.911242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:40.915318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:40.919513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:40.923581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:40.923726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:43.929224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:43.933505] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:43.937347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:43.941266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:43.941354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:46.948906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:46.954967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:46.961371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:46.967529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:46.967719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:49.972965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:49.976853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:49.980825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:49.985047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:49.985164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:52.991719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:52.996800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:53.000898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:53.005528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:53.005831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:56.012701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:56.019507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:56.026568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:56.032507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:56.032617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:04:59.038511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:04:59.044101] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:04:59.048386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:04:59.053402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:04:59.053548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:02.060373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:02.067926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:02.074803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:02.262037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:02.262176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:05.268290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:05.271933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:05.275264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:05.278955] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:05.279057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:08.286624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:08.292028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:08.297512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:08.301916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:08.302023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:11.307617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:11.311972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:11.316258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:11.320712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:11.320820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:14.326050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:14.329882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:14.333905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:14.338074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:14.338176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:17.343537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:17.347788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:17.351801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:17.356833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:17.356948] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:20.361921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:20.366158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:20.370535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:20.374770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:20.374885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:23.380042] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:23.383912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:23.387703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:23.391575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:23.391688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:26.398211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:26.404175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:26.410149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:26.415422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:26.415559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:29.420458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:29.424734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:29.429971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:29.435221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:29.435335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:32.441936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:32.446470] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:32.451035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:32.454625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:32.454736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:35.461346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:35.466458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:35.471518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:35.476731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:35.476866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:38.482036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:38.488614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:38.493543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:38.497496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:38.497598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:41.501996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:41.505888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:41.509925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:41.513894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:41.513982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:44.518455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:44.522826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:44.527372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:44.532247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:44.532366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:47.536928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:47.540855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:47.544887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:47.549192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:47.549284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:50.554501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:50.559028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:50.564037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:50.568457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:50.568560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:53.573620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:53.578018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:53.582272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:53.586147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:53.586257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:56.592053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:56.596734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:56.602070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:56.606073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:56.606196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:05:59.612162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:05:59.617043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:05:59.622835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:05:59.627378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:05:59.627480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:02.632632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:02.637616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:02.642589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:02.646977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:02.647085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:05.651914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:05.655987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:05.659789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:05.663857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:05.663974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:08.669203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:08.673257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:08.676981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:08.681050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:08.681179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:11.686020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:11.690591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:11.694816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:11.699086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:11.699199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:14.706749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:14.711145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:14.715965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:14.719825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:14.719905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:17.724807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:17.729044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:17.733363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:17.737572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:17.737715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:20.743821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:20.750586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:20.756924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:20.763266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:20.763459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:23.768569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:23.774031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:23.778730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:23.782862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:23.782996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:26.789214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:26.793571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:26.797361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:26.801847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:26.801971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:29.806296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:29.810277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:29.814439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:29.818269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:29.818358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:32.823130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:32.827585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:32.832674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:32.836506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:32.836600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:35.842532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:35.847143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:35.851471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:35.855454] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:35.855543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:38.862475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:38.867145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:38.871795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:38.876427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:38.876547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:41.883712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:41.889600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:41.894066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:41.898734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:41.898887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:44.906341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:44.911072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:44.915173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:44.920917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:44.921272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:47.927757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:47.932536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:47.936827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:47.940679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:47.940764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:50.946994] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:50.951356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:50.955874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:50.960791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:50.960885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:53.967358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:53.971496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:53.975423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:53.980013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:53.980157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:06:56.986220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:06:56.992690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:06:56.998617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:06:57.005584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:06:57.006108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:00.012505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:00.017213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:00.022037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:00.026502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:00.026608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:03.033585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:03.039361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:03.044556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:03.228204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:03.228312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:06.235364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:06.240523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:06.245833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:06.251985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:06.252130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:09.259138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:09.266504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:09.271720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:09.276876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:09.277023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:12.282998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:12.287134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:12.291166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:12.295939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:12.296051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:15.301693] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:15.306782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:15.311851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:15.317227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:15.317340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:18.322433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:18.326596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:18.330327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:18.334389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:18.334498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:21.341429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:21.345330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:21.352334] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:21.356422] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:21.356524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:24.362357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:24.367679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:24.372195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:24.375887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:24.375978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:27.381087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:27.385291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:27.389512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:27.393885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:27.393995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:30.398277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:30.402006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:30.405519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:30.408991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:30.409073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:33.413753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:33.419024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:33.423298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:33.427181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:33.427272] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:36.432087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:36.436007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:36.440179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:36.443934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:36.444032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:39.449823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:39.454323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:39.458893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:39.462896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:39.462995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:42.467796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:42.472077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:42.477015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:42.481595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:42.481736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:45.488269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:45.493151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:45.497683] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:45.501959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:45.502078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:48.510409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:48.516970] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:48.523281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:48.528675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:48.528810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:51.533311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:51.537973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:51.541892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:51.545545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:51.545632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:54.550282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:54.554327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:54.558106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:54.561688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:54.561773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:07:57.566269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:07:57.570197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:07:57.574391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:07:57.578208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:07:57.578290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:00.589489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:00.593231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:00.597180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:00.601775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:00.601853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:03.606351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:03.610888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:03.615315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:03.619068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:03.619154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:06.625710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:06.631512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:06.636665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:06.641458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:06.641582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:09.647070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:09.651178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:09.655030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:09.658704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:09.658790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:12.663585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:12.668032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:12.672381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:12.676660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:12.676752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:15.682341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:15.686225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:15.690192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:15.694064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:15.694154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:18.699864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:18.704022] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:18.707606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:18.711302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:18.711527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:21.716551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:21.720571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:21.724835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:21.728685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:21.728785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:24.735681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:24.742451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:24.747417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:24.751916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:24.752019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:27.757816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:27.761751] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:27.765916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:27.770100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:27.770242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:30.775561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:30.779715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:30.783700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:30.787880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:30.788006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:33.793433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:33.798238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:33.802798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:33.806509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:33.806600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:36.811403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:36.815278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:36.819063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:36.822795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:36.822912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:39.827780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:39.832028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:39.835499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:39.839295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:39.839385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:42.843684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:42.847513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:42.851599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:42.855348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:42.855436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:45.862716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:45.867768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:45.872636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:45.876850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:45.876946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:48.881941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:48.885762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:48.889186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:48.892733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:48.892813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:51.899247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:51.904564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:51.908895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:51.913036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:51.913161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:54.918900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:54.923809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:54.928163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:54.931981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:54.932077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:08:57.941832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:08:57.947186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:08:57.951215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:08:57.955164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:08:57.955288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:00.961340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:00.965693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:00.969400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:00.973003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:00.973085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:03.978718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:03.983209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:03.986922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:03.990455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:03.990540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:06.995233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:06.998781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:07.002722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:07.006877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:07.006972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:10.012118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:10.016231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:10.020448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:10.024374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:10.024456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:13.030249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:13.033982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:13.037848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:13.041833] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:13.041944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:16.048359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:16.053828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:16.059245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:16.065309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:16.065730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:19.070977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:19.074691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:19.078707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:19.083473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:19.083583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:22.090448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:22.095338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:22.099881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:22.104725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:22.104869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:25.111754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:25.117378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:25.122852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:25.128147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:25.128284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:28.133400] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:28.137577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:28.141696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:28.146167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:28.146273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:31.151582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:31.155745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:31.159724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:31.163778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:31.163891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:34.354521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:34.358786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:34.363780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:34.368342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:34.368445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:37.372928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:37.378109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:37.382398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:37.386952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:37.387174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:40.394570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:40.401126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:40.407761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:40.414258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:40.414591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:43.419734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:43.423882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:43.428101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:43.431856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:43.431954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:46.436893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:46.440976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:46.444712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:46.448280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:46.448374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:49.453900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:49.458319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:49.463098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:49.467566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:49.467708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:52.473197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:52.478249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:52.482778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:52.487262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:52.487379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:55.492096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:55.495565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:55.499013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:55.502982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:55.503161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:09:58.508355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:09:58.513251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:09:58.518362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:09:58.522842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:09:58.522946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:01.528003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:01.531861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:01.535503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:01.539200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:01.539285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:04.544908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:04.550214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:04.556312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:04.563733] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:04.563891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:07.570111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:07.575545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:07.580578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:07.586637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:07.586978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:10.592469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:10.597207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:10.601321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:10.605251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:10.605345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:13.611050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:13.615480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:13.620330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:13.624805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:13.625049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:16.630927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:16.635798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:16.640369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:16.644980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:16.645094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:19.650479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:19.655271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:19.659902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:19.664380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:19.664514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:22.669923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:22.674040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:22.678136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:22.682013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:22.682119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:25.687554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:25.691384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:25.694968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:25.698448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:25.698545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:28.705617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:28.710307] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:28.714697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:28.718483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:28.718566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:31.723881] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:31.728829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:31.733716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:31.738721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:31.738850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:34.744540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:34.749745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:34.753861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:34.757506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:34.757593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:37.793031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:37.797489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:37.801582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:37.805558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:37.805793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:40.816241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:40.821368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:40.826552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:40.832493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:40.832687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:43.838202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:43.843068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:43.848269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:43.853991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:43.854160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:46.860129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:46.863895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:46.867835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:46.871820] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:46.871919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:49.877458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:49.882743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:49.887695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:49.891628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:49.891732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:52.898041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:52.903726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:52.908891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:52.914015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:52.914129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:55.920092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:55.923855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:55.927494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:55.931246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:55.931334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:10:58.936441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:10:58.941251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:10:58.945728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:10:58.950120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:10:58.950286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:01.956260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:01.961894] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:01.968202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:01.974339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:01.974487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:04.980202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:04.987188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:04.993091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:04.997673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:04.997805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:08.002558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:08.006987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:08.010919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:08.014730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:08.015120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:11.021856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:11.026823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:11.031319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:11.035236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:11.035318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:14.041350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:14.046459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:14.051507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:14.056423] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:14.056562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:17.062166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:17.068110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:17.073292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:17.078408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:17.078516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:20.084623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:20.089788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:20.095321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:20.100960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:20.101083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:23.105613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:23.109910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:23.113677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:23.117205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:23.117285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:26.121577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:26.125447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:26.129702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:26.133726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:26.133843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:29.140109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:29.144112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:29.148164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:29.152258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:29.152363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:32.157930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:32.163489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:32.169619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:32.175231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:32.175384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:35.179939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:35.185031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:35.190131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:35.194304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:35.194428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:38.200214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:38.204110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:38.209927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:38.214098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:38.214227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:41.219457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:41.225137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:41.232196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:41.237170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:41.237289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:44.243003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:44.247635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:44.255762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:44.261447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:44.261573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:47.266627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:47.271138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:47.274898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:47.279203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:47.279327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:50.286939] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:50.292515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:50.297398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:50.301198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:50.301297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:53.306094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:53.309911] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:53.313661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:53.318184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:53.318288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:56.322872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:56.326745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:56.330573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:56.334089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:56.334171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:11:59.339134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:11:59.342961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:11:59.346728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:11:59.350286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:11:59.350371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:02.355774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:02.362171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:02.368192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:02.377054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:02.377186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:05.381555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:05.386366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:05.390582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:05.394239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:05.394326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:08.398858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:08.402706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:08.407413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:08.411581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:08.411724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:11.416259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:11.421764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:11.426673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:11.431534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:11.431676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:14.437328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:14.441862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:14.445452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:14.449191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:14.449290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:17.455094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:17.459429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:17.463456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:17.466995] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:17.467085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:20.471549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:20.475617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:20.479436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:20.482937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:20.483020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:23.488752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:23.493356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:23.497323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:23.500993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:23.501306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:26.507156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:26.512501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:26.516977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:26.520890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:26.520979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:29.527840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:29.532339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:29.536950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:29.541988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:29.542098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:32.547949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:32.553113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:32.556945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:32.560633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:32.560743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:35.568196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:35.574178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:35.579980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:35.584410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:35.584727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:38.590568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:38.594907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:38.599039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:38.603005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:38.603114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:41.608269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:41.611930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:41.615499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:41.619065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:41.619161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:44.624936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:44.629167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:44.634702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:44.638477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:44.638570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:47.643221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:47.647194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:47.651350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:47.655486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:47.655591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:50.663163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:50.668720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:50.674197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:50.680088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:50.680430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:53.686950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:53.692855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:53.698357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:53.703414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:53.703523] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:56.712666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:56.718368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:56.722765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:56.727283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:56.727420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:12:59.733138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:12:59.737910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:12:59.742284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:12:59.746601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:12:59.746712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:02.753623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:02.761262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:02.769069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:02.777552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:02.777763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:05.784249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:05.789071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:05.794139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:05.798919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:05.799172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:08.804763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:08.809403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:08.813713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:08.817547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:08.817686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:11.823635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:11.829132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:11.833871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:11.839676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:11.839797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:14.844224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:14.847862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:14.851900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:14.855791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:14.855884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:17.861275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:17.865585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:17.869475] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:17.873437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:17.873524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:20.879193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:20.883551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:20.887873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:20.891962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:20.892076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:23.897638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:23.906635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:23.911963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:23.916115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:23.916222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:26.923532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:26.928166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:26.932194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:26.936055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:26.936131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:29.942129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:29.946550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:29.950529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:29.954434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:29.954532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:32.960922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:32.965724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:32.970416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:32.974856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:32.975092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:35.991531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:36.202812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:36.242028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:36.246961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:36.247051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:39.254516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:39.260614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:39.265616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:39.270853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:39.271211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:42.276540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:42.281171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:42.286044] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:42.290786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:42.290904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:45.295244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:45.299723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:45.303631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:45.307295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:45.307387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:48.313255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:48.319083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:48.323666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:48.328325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:48.328472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:51.333093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:51.337127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:51.340961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:51.345308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:51.345420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:54.351108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:54.355075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:54.361186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:54.367019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:54.367218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:13:57.373276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:13:57.378932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:13:57.385130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:13:57.391396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:13:57.391572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:00.396530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:00.400686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:00.404236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:00.407969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:00.408051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:03.412944] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:03.416889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:03.420596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:03.424269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:03.424380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:06.429784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:06.435635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:06.441717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:06.445984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:06.446101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:09.450239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:09.453930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:09.457498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:09.461451] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:09.461563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:12.467072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:12.471799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:12.476177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:12.480794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:12.480960] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:15.487577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:15.492674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:15.496926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:15.500687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:15.500768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:18.506294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:18.510613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:18.514713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:18.518722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:18.518812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:21.523698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:21.527446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:21.531099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:21.534518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:21.534606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:24.540397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:24.544526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:24.548955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:24.553126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:24.553227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:27.557412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:27.561275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:27.565322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:27.569413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:27.569506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:30.574793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:30.579589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:30.583660] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:30.587920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:30.588041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:33.597122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:33.601664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:33.605522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:33.609826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:33.609924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:36.617010] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:36.622956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:36.627477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:36.632084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:36.632191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:39.638197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:39.642700] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:39.647256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:39.652443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:39.652557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:42.657856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:42.661771] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:42.666479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:42.671367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:42.671477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:45.677450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:45.682300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:45.686093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:45.693355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:45.693443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:48.700776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:48.706275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:48.711847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:48.717287] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:48.717403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:51.722513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:51.726305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:51.730795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:51.735147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:51.735262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:54.742121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:54.746469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:54.751203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:54.755966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:54.756064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:14:57.762257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:14:57.767355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:14:57.773609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:14:57.779274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:14:57.779419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:00.784845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:00.789225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:00.793457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:00.797941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:00.798070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:03.804137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:03.808110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:03.812114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:03.815495] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:03.815616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:06.822056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:06.827366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:06.833165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:06.838475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:06.838883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:09.845132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:09.849274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:09.853054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:09.856888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:09.856991] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:12.862528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:12.866932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:12.871005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:12.874897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:12.875002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:15.881999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:15.887705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:15.892254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:15.896311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:15.896409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:18.902205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:18.906144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:18.910801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:18.914721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:18.914812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:21.921218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:21.926346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:21.932128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:21.937535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:21.937689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:24.942838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:24.948009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:24.952258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:24.955977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:24.956090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:27.961039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:27.965680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:27.969565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:27.973390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:27.973487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:30.978279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:30.982674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:30.986777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:30.990585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:30.990710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:33.995258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:33.999116] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:34.002856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:34.006581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:34.006706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:37.012606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:37.017390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:37.022058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:37.026560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:37.026695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:40.031194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:40.035280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:40.039465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:40.044357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:40.044469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:43.051044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:43.056480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:43.061579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:43.066950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:43.067098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:46.074297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:46.080169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:46.085409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:46.090107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:46.090235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:49.095680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:49.100287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:49.105477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:49.109993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:49.110084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:52.114690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:52.120199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:52.125827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:52.130394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:52.130518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:55.135520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:55.139406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:55.143272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:55.147195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:55.147288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:15:58.152599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:15:58.156519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:15:58.160664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:15:58.164343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:15:58.164417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:01.170165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:01.174968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:01.179877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:01.184081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:01.184217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:04.191107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:04.195976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:04.201314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:04.207021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:04.207219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:07.213083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:07.218120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:07.223490] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:07.227584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:07.227711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:10.233967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:10.238020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:10.242111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:10.246743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:10.246893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:13.251567] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:13.255352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:13.261980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:13.265863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:13.265953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:16.271354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:16.275508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:16.279796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:16.283923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:16.284012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:19.290963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:19.296415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:19.302298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:19.309265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:19.309406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:22.314188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:22.318111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:22.321626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:22.325362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:22.325449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:25.331355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:25.336576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:25.341601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:25.345945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:25.346090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:28.350761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:28.355026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:28.358985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:28.362771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:28.362856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:31.368105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:31.372349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:31.376605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:31.380873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:31.380990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:34.385874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:34.390005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:34.394005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:34.398189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:34.398281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:37.404057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:37.408905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:37.413347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:37.417409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:37.417525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:40.424077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:40.429367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:40.433734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:40.438169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:40.438260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:43.443715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:43.447859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:43.452185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:43.456249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:43.456354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:46.462435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:46.466797] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:46.473092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:46.477292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:46.477379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:49.483208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:49.487897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:49.492265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:49.496047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:49.496150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:52.505325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:52.512418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:52.518772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:52.525760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:52.525971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:55.532694] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:55.537934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:55.542738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:55.547440] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:55.547564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:16:58.554689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:16:58.560181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:16:58.565602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:16:58.570712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:16:58.570836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:01.577756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:01.583690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:01.588562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:01.593284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:01.593423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:04.605779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:04.610774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:04.614592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:04.618709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:04.618809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:07.625429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:07.631459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:07.636941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:07.641352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:07.641449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:10.646894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:10.651376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:10.655515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:10.659803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:10.660192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:13.666207] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:13.671313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:13.675860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:13.681008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:13.681141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:16.687132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:16.693015] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:16.699138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:16.705504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:16.705639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:19.712904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:19.719536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:19.725783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:19.730541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:19.730818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:22.737308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:22.742391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:22.746701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:22.752062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:22.752191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:25.758615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:25.762669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:25.768697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:25.773308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:25.773408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:28.780193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:28.785581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:28.790928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:28.795506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:28.795737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:31.803698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:31.809774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:31.814857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:31.819023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:31.819128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:34.825235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:34.829682] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:34.834522] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:34.838872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:34.839032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:37.844508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:37.849274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:37.854060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:37.858165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:37.858275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:40.863335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:40.867183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:40.871224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:40.875151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:40.875232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:43.881938] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:43.885989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:43.889897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:43.893749] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:43.893871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:46.899554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:46.905057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:46.909825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:46.913940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:46.914043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:49.921376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:49.925976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:49.929572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:49.933568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:49.933681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:52.940857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:52.946226] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:52.951714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:52.957365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:52.957472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:55.965311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:55.971277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:55.975807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:55.979664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:55.979747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:17:58.985267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:17:58.990163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:17:58.994121] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:17:58.997901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:17:58.998031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:02.003216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:02.007197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:02.011604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:02.016441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:02.016570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:05.021611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:05.026359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:05.030715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:05.034516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:05.034616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:08.040632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:08.239777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:08.274139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:08.278827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:08.278975] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:11.284458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:11.289802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:11.295287] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:11.300313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:11.300415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:14.305071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:14.308982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:14.312888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:14.316516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:14.316608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:17.321745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:17.328206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:17.334395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:17.339503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:17.339696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:20.344843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:20.349028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:20.354955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:20.360285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:20.360431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:23.365542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:23.369245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:23.373391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:23.377152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:23.377237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:26.382287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:26.387796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:26.394086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:26.398702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:26.398794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:29.404860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:29.410931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:29.417340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:29.422117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:29.422249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:32.427929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:32.436521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:32.443092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:32.447556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:32.447836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:35.454581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:35.461214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:35.468552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:35.475294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:35.475466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:38.480988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:38.485685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:38.491248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:38.496701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:38.496824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:41.502839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:41.508133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:41.513392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:41.519850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:41.520105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:44.526206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:44.531217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:44.535553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:44.539912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:44.540008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:47.546865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:47.551625] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:47.556104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:47.560091] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:47.560197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:50.566355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:50.570320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:50.574389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:50.578228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:50.578329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:53.584968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:53.589903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:53.595202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:53.599928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:53.600085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:56.606325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:56.612171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:56.617332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:56.621945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:56.622036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:18:59.632832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:18:59.639031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:18:59.643786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:18:59.648626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:18:59.648773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:02.654960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:02.660009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:02.664460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:02.668598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:02.668739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:05.674040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:05.678909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:05.685408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:05.690117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:05.690249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:08.698049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:08.704481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:08.710687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:08.715306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:08.715415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:11.719474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:11.723309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:11.727321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:11.731205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:11.731299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:14.736476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:14.741100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:14.746480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:14.750949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:14.751064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:17.756594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:17.760979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:17.766275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:17.772855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:17.773052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:20.777910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:20.783079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:20.787236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:20.791371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:20.791469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:23.797501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:23.804974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:23.809968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:23.816078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:23.816259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:26.822634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:26.827232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:26.831495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:26.836059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:26.836151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:29.842525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:29.846999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:29.855868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:29.861339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:29.861472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:32.869288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:32.875199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:32.880429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:32.885685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:32.885809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:35.891783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:35.895601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:35.899506] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:35.904320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:35.904483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:38.912357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:38.917239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:38.922514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:38.927144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:38.927253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:41.933144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:41.937687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:41.942505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:41.946557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:41.946686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:44.953061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:44.959326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:44.964829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:44.970603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:44.971083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:47.976588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:47.981504] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:47.985878] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:47.990768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:47.990901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:50.997607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:51.002834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:51.008221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:51.012615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:51.012736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:54.019122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:54.023787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:54.027560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:54.031633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:54.031749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:19:57.037000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:19:57.041391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:19:57.047462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:19:57.052550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:19:57.052717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:00.059861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:00.065839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:00.071356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:00.076681] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:00.076831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:03.092805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:03.098918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:03.105591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:03.112438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:03.112733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:06.120468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:06.124986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:06.129538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:06.133601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:06.133708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:09.139248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:09.145237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:09.152930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:09.159465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:09.159784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:12.167623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:12.172468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:12.176590] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:12.180550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:12.180719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:15.186937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:15.191812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:15.196629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:15.202194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:15.202335] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:18.208735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:18.213779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:18.218128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:18.222976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:18.223125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:21.231518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:21.237159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:21.242227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:21.247020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:21.247142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:24.253077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:24.258186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:24.261897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:24.265924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:24.266043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:27.271856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:27.276224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:27.280443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:27.284829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:27.284938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:30.292216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:30.298788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:30.303684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:30.308811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:30.308959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:33.317779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:33.323244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:33.328065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:33.333437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:33.333716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:36.340429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:36.347198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:36.353119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:36.359113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:36.359282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:39.561004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:39.567277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:39.572559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:39.578745] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:39.578900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:42.585157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:42.592258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:42.598164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:42.603254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:42.603607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:45.610529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:45.615217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:45.619486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:45.623581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:45.623828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:48.630631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:48.636000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:48.641504] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:48.645960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:48.646056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:51.652399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:51.657250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:51.663304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:51.669599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:51.669795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:54.675442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:54.679530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:54.685039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:54.690226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:54.690365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:20:57.696672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:20:57.701721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:20:57.707631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:20:57.714250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:20:57.714436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:00.719639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:00.724144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:00.728197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:00.731843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:00.731931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:03.737066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:03.741578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:03.745681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:03.749688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:03.749800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:06.755074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:06.762331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:06.767804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:06.772973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:06.773130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:09.778924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:09.784415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:09.789911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:09.795048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:09.795174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:12.802012] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:12.806206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:12.815751] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:12.820687] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:12.820802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:15.826256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:15.830838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:15.835993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:15.842208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:15.842487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:18.848253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:18.852002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:18.855628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:18.859338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:18.859424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:21.865718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:21.871576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:21.876716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:21.881526] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:21.881665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:24.888670] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:24.894037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:24.898859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:24.903331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:24.903517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:27.907988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:27.912353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:27.916374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:27.922538] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:27.922749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:30.927487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:30.931698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:30.935349] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:30.938951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:30.939042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:33.943352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:33.947238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:33.951431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:33.955539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:33.955691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:36.961937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:36.966698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:36.971593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:36.976170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:36.976294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:39.981686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:39.986170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:39.990922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:39.994853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:39.994954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:43.000387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:43.005429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:43.009741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:43.013449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:43.013543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:46.018298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:46.022733] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:46.026965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:46.031380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:46.031513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:49.036770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:49.041543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:49.046325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:49.050864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:49.050974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:52.057597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:52.062223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:52.067179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:52.071242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:52.071371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:55.077671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:55.083610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:55.089602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:55.095744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:55.095901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:21:58.100974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:21:58.105035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:21:58.109220] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:21:58.113671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:21:58.113806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:01.120425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:01.125778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:01.130753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:01.135840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:01.135954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:04.142704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:04.147299] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:04.151141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:04.154719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:04.154802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:07.160111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:07.163895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:07.169380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:07.173505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:07.173603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:10.179501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:10.185346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:10.190152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:10.195401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:10.195487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:13.202364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:13.207326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:13.211408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:13.215486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:13.215584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:16.221954] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:16.227230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:16.232500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:16.238077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:16.238201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:19.244467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:19.249113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:19.253769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:19.258272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:19.258390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:22.266228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:22.271727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:22.276385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:22.281378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:22.281508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:25.287271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:25.291438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:25.296001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:25.300100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:25.300195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:28.306216] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:28.310501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:28.314700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:28.319942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:28.320072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:31.325556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:31.329891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:31.333791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:31.338081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:31.338207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:34.345356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:34.351583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:34.356895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:34.360882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:34.360963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:37.367823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:37.371835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:37.375714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:37.379408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:37.379498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:40.385410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:40.390948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:40.395778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:40.399801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:40.399897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:43.408456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:43.413879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:43.418542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:43.422943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:43.423039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:46.428607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:46.433487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:46.438204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:46.442634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:46.442750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:49.447934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:49.452459] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:49.456773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:49.461321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:49.461561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:52.468318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:52.472511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:52.476965] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:52.481275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:52.481395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:55.487089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:55.491449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:55.495888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:55.500484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:55.500588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:22:58.506963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:22:58.512604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:22:58.518304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:22:58.523095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:22:58.523196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:01.532244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:01.537248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:01.542952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:01.548173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:01.548355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:04.555590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:04.561257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:04.567463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:04.573229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:04.573416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:07.579164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:07.584840] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:07.590433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:07.595264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:07.595410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:10.601350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:10.607739] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:10.612906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:10.617145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:10.617267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:13.624526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:13.632376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:13.638558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:13.643290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:13.643476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:16.648516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:16.652187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:16.655699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:16.659226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:16.659306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:19.664497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:19.669489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:19.674868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:19.680099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:19.680447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:22.685320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:22.688941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:22.692483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:22.696130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:22.696225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:25.704363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:25.709183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:25.713789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:25.717869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:25.717955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:28.726407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:28.732535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:28.737856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:28.743264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:28.743398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:31.750476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:31.755355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:31.761363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:31.767354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:31.767564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:34.776893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:34.783048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:34.788741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:34.794066] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:34.794194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:37.800264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:37.836592] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:37.872624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:37.877492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:37.877617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:40.886903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:40.894447] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:40.902914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:40.909707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:40.909959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:43.914990] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:43.919725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:43.925600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:43.931326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:43.931474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:46.938587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:46.943787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:46.953360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:46.959925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:46.960083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:49.965321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:49.969512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:49.974908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:49.979269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:49.979362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:52.984793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:52.989831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:52.993765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:52.998103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:52.998192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:56.004477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:56.010208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:56.015488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:56.021291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:56.021432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:23:59.027428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:23:59.033198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:23:59.037447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:23:59.041178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:23:59.041273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:02.046773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:02.051573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:02.055953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:02.060200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:02.060338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:05.066873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:05.072544] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:05.077351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:05.082485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:05.082637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:08.088568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:08.093253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:08.098811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:08.103199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:08.103304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:11.111047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:11.121198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:11.126097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:11.212721] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:11.212927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:14.220153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:14.224328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:14.228294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:14.231910] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:14.232000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:17.237547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:17.241388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:17.245069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:17.248712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:17.248799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:20.253907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:20.257890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:20.261574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:20.265787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:20.265891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:23.271524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:23.275141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:23.280168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:23.284808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:23.284932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:26.290368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:26.294563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:26.298144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:26.303965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:26.304185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:29.310891] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:29.315358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:29.320245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:29.325545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:29.325765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:32.334788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:32.341593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:32.347908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:32.354772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:32.354915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:35.359905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:35.365437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:35.369877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:35.375070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:35.375210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:38.381531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:38.385928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:38.389847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:38.393756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:38.393860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:41.399638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:41.404317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:41.408620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:41.412430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:41.412519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:44.416854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:44.421408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:44.425632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:44.430302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:44.430441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:47.436595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:47.441782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:47.445879] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:47.450432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:47.450573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:50.456269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:50.461760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:50.467128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:50.472401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:50.472588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:53.478884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:53.484113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:53.489180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:53.494319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:53.494424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:56.499512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:56.503713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:56.507864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:56.512378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:56.512483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:24:59.517934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:24:59.522409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:24:59.526911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:24:59.530688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:24:59.530777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:02.536416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:02.540454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:02.545226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:02.549937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:02.550089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:05.556727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:05.562808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:05.568732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:05.574619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:05.574788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:08.579236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:08.583221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:08.586870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:08.590398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:08.590483] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:11.596302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:11.602131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:11.609467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:11.615309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:11.615429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:14.625730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:14.630231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:14.635020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:14.640155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:14.640313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:17.644612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:17.648265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:17.651963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:17.655361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:17.655441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:20.659533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:20.663251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:20.666861] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:20.670364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:20.670450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:23.676049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:23.680192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:23.684295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:23.688688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:23.688781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:26.695773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:26.701120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:26.705462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:26.710672] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:26.710808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:29.715279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:29.719200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:29.722893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:29.726545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:29.726638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:32.732679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:32.737873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:32.742797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:32.748012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:32.748148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:35.753536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:35.758608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:35.762838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:35.767137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:35.767266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:38.775044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:38.779702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:38.784408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:38.788324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:38.788423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:41.792919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:41.797392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:41.806193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:41.810339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:41.810434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:44.817590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:44.822928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:44.826819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:44.830372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:44.830454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:47.835896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:47.841140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:47.846177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:47.850362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:47.850453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:50.856887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:50.862117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:50.866359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:50.871212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:50.871309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:53.877040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:53.881883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:53.886180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:53.891393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:53.891746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:56.898969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:56.903270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:56.908394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:56.913385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:56.913494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:25:59.919900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:25:59.923616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:25:59.927496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:25:59.931827] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:25:59.931921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:02.941970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:02.946926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:02.953015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:02.958895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:02.959029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:05.965674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:05.969817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:05.973493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:05.977879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:05.978083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:08.985038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:08.990426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:08.995837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:09.001040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:09.001271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:12.007818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:12.204011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:12.208959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:12.304080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:12.304201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:15.309458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:15.313861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:15.318046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:15.322194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:15.322298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:18.331415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:18.336066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:18.340356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:18.345445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:18.345662] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:21.352052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:21.356725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:21.365523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:21.370919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:21.371070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:24.376230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:24.380139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:24.383771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:24.388325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:24.388427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:27.393508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:27.397165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:27.400844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:27.404890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:27.404987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:30.411398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:30.415870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:30.419976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:30.425382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:30.425584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:33.431895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:33.437143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:33.441423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:33.445559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:33.445683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:36.450856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:36.455281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:36.459230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:36.463124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:36.463226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:39.469765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:39.475185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:39.480095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:39.485351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:39.485475] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:42.491453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:42.496043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:42.500502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:42.504993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:42.505154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:45.510284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:45.514046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:45.518109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:45.522098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:45.522231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:48.528584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:48.533624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:48.539326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:48.544370] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:48.544492] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:51.550833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:51.556060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:51.561470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:51.567081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:51.567217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:54.572473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:54.576404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:54.580114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:54.584032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:54.584118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:26:57.590140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:26:57.595247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:26:57.600002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:26:57.604481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:26:57.604581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:00.609608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:00.614281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:00.618533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:00.624759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:00.624868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:03.631399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:03.636577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:03.641749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:03.646380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:03.646606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:06.653408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:06.657122] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:06.660726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:06.664723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:06.664818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:09.670127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:09.674026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:09.677630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:09.682281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:09.682482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:12.689523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:12.695609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:12.702021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:12.707236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:12.707372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:15.713347] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:15.718278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:15.722432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:15.727093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:15.727187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:18.732559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:18.736402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:18.740411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:18.743968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:18.744054] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:21.750885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:21.755563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:21.765452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:21.770178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:21.770274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:24.775666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:24.780990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:24.785123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:24.789011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:24.789108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:27.797468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:27.805524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:27.811789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:27.816150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:27.816281] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:30.821506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:30.826409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:30.831210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:30.835077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:30.835160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:33.841117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:33.845985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:33.851124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:33.854776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:33.854871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:36.860952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:36.866776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:36.872192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:36.876858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:36.876993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:39.881673] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:39.886600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:39.891273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:39.895019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:39.895122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:42.899334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:42.903790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:42.908198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:42.912612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:42.912731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:45.918310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:45.922189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:45.926064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:45.930272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:45.930367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:48.936137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:48.940472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:48.944551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:48.948701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:48.948777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:51.956318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:51.961472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:51.966708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:51.971573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:51.971733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:54.976494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:54.981782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:54.986175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:54.990352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:54.990478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:27:57.997025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:27:58.001035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:27:58.005038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:27:58.009036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:27:58.009117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:01.015860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:01.021102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:01.026240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:01.030965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:01.031096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:04.036439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:04.041570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:04.046727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:04.051600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:04.051783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:07.058841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:07.064871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:07.071544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:07.076611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:07.076773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:10.082955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:10.087432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:10.091915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:10.096433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:10.096594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:13.101581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:13.295880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:13.333680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:13.339614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:13.339779] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:16.344959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:16.351056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:16.355716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:16.359790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:16.359882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:19.365971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:19.372893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:19.377301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:19.382492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:19.382635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:22.390338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:22.395351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:22.400933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:22.406819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:22.407314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:25.412342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:25.417360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:25.421410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:25.426197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:25.426339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:28.431667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:28.437719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:28.442806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:28.449057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:28.449196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:31.453599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:31.458026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:31.462089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:31.466914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:31.467309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:34.474699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:34.480537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:34.485617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:34.490675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:34.490823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:37.496826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:37.501418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:37.505847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:37.509892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:37.510022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:40.515853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:40.519889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:40.523480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:40.527685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:40.527811] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:43.535844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:43.541158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:43.545750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:43.549518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:43.549604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:46.556090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:46.561093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:46.565606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:46.569899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:46.570006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:49.574993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:49.579364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:49.583290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:49.587258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:49.587400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:52.591831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:52.596230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:52.599943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:52.603703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:52.603793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:55.609450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:55.614183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:55.618300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:55.622352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:55.622437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:28:58.626932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:28:58.630912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:28:58.636071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:28:58.640197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:28:58.640308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:01.645679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:01.650068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:01.654019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:01.658191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:01.658330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:04.664892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:04.670198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:04.674953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:04.679280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:04.679399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:07.685341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:07.691252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:07.696843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:07.701877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:07.702024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:10.709241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:10.714338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:10.720219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:10.725948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:10.726106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:13.735264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:13.743197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:13.751118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:13.757332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:13.757490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:16.764025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:16.769204] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:16.774090] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:16.779951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:16.780107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:19.786276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:19.791632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:19.796102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:19.800132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:19.800229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:22.806552] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:22.811310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:22.816763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:22.821016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:22.821112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:25.827290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:25.833304] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:25.837737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:25.842446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:25.842579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:28.849470] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:28.854586] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:28.859799] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:28.865016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:28.865179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:31.871147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:31.875818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:31.880218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:31.883975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:31.884096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:34.889572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:34.895040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:34.900470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:34.905895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:34.906079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:37.912192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:37.917664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:37.923018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:37.928890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:37.929019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:40.937029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:40.941964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:40.947735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:40.954089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:40.954229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:43.958609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:43.965670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:43.970069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:43.973502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:43.973581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:46.978989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:46.984832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:46.989480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:46.993853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:46.993971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:50.000196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:50.005896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:50.010736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:50.014959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:50.015078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:53.021184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:53.025298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:53.030439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:53.035418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:53.035577] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:56.042077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:56.046528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:56.050497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:56.055241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:56.055383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:29:59.060059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:29:59.063768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:29:59.067877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:29:59.072197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:29:59.072408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:02.077471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:02.081616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:02.085766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:02.090123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:02.090233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:05.095701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:05.100225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:05.104688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:05.108858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:05.108953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:08.115488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:08.121546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:08.127360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:08.133134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:08.133295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:11.138050] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:11.146064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:11.150083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:11.153864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:11.153962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:14.351685] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:14.387416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:14.423809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:14.442772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:14.442928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:17.448659] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:17.452859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:17.457074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:17.467315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:17.467496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:20.480840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:20.485976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:20.492072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:20.497817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:20.498043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:23.505872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:23.512062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:23.517190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:23.523744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:23.523936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:26.529597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:26.533591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:26.537458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:26.541776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:26.541926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:29.547387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:29.551835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:29.556168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:29.561710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:29.561856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:32.567283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:32.571279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:32.575154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:32.579475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:32.579631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:35.587699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:35.593723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:35.599607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:35.604950] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:35.605091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:38.611217] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:38.615323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:38.619461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:38.623271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:38.623391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:41.661141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:41.667712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:41.673189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:41.678346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:41.678467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:44.682713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:44.687321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:44.693511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:44.697377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:44.697509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:47.703283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:47.708987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:47.714837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:47.720130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:47.720374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:50.725299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:50.729476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:50.733613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:50.737782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:50.737880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:53.743081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:53.748474] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:53.753774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:53.758484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:53.758638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:56.762913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:56.766845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:56.770594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:56.775109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:56.775234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:30:59.782432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:30:59.787813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:30:59.793634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:30:59.799920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:30:59.800142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:02.807550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:02.812802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:02.817284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:02.822121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:02.822226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:05.829606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:05.834631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:05.839576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:05.844584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:05.844792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:08.850964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:08.856748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:08.861256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:08.865323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:08.865410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:11.871150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:11.876361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:11.882718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:11.887420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:11.887555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:14.893263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:14.897878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:14.902440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:14.906259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:14.906352] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:17.913240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:17.917819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:17.922761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:17.927319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:17.927438] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:20.933494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:20.937492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:20.942672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:20.946990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:20.947087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:23.951531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:23.956227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:23.960599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:23.965908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:23.966031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:26.972272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:26.976499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:26.980979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:26.984882] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:26.984963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:29.992222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:29.997337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:30.003544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:30.009503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:30.009732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:33.016255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:33.023400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:33.029873] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:33.035823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:33.035994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:36.040733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:36.044443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:36.048028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:36.051473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:36.051557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:39.056118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:39.060180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:39.064392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:39.068500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:39.068816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:42.074045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:42.078590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:42.083684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:42.088273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:42.088359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:45.094627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:45.100357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:45.104405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:45.109300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:45.109404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:48.113915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:48.118227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:48.122306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:48.126474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:48.126593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:51.131175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:51.135214] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:51.139065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:51.143177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:51.143415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:54.149016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:54.152611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:54.156197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:54.159906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:54.159989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:31:57.165606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:31:57.169989] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:31:57.174040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:31:57.178409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:31:57.178509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:00.183301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:00.187762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:00.191684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:00.196486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:00.196731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:03.203546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:03.208141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:03.212523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:03.217561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:03.217714] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:06.222864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:06.227229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:06.231327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:06.235236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:06.235343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:09.243448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:09.249591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:09.256996] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:09.264021] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:09.264231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:12.270132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:12.274809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:12.279386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:12.284409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:12.284525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:15.291430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:15.296900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:15.302265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:15.306812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:15.306941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:18.313432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:18.318392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:18.323118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:18.328395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:18.328518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:21.334242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:21.339262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:21.343928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:21.347957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:21.348056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:24.352930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:24.357050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:24.360757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:24.364139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:24.364407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:27.371261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:27.376278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:27.381414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:27.385623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:27.385768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:30.392128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:30.396613] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:30.401802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:30.406818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:30.406933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:33.412886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:33.416893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:33.420989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:33.425597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:33.425750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:36.431478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:36.435810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:36.439838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:36.443684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:36.443774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:39.450828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:39.455354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:39.459830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:39.463682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:39.463772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:42.468702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:42.472732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:42.476523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:42.480276] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:42.480366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:45.486516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:45.493232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:45.499685] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:45.504490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:45.504581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:48.513361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:48.518395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:48.522854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:48.527186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:48.527316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:51.531541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:51.537007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:51.542347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:51.545981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:51.546059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:54.552023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:54.556150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:54.561710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:54.566677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:54.566808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:32:57.572191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:32:57.575994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:32:57.579812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:32:57.583324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:32:57.583424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:00.589801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:00.593958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:00.598067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:00.602282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:00.602371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:03.607739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:03.611947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:03.617122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:03.622812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:03.623050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:06.630974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:06.636846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:06.642670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:06.649415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:06.649623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:09.655419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:09.660249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:09.665278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:09.670992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:09.671179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:12.675726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:12.680051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:12.684204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:12.688123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:12.688240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:15.695547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:15.701638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:15.707158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:15.712324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:15.712459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:18.717036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:18.722374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:18.726981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:18.730848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:18.730979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:21.735976] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:21.740762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:21.745567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:21.750434] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:21.750561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:24.755892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:24.760038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:24.764027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:24.768876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:24.768981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:27.774110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:27.778368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:27.782579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:27.786768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:27.786877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:30.791631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:30.795779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:30.800536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:30.805943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:30.806051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:33.811466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:33.817125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:33.822417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:33.827730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:33.827865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:36.832241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:36.835974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:36.840140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:36.843837] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:36.843927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:39.849351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:39.884926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:39.922008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:39.928014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:39.928203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:42.933455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:42.939054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:42.943196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:42.948535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:42.948683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:45.953897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:45.959192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:45.965546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:45.970078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:45.970222] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:48.976531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:48.981095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:48.985740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:48.990227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:48.990341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:51.996744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:52.002045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:52.006912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:52.011414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:52.011533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:55.016996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:55.022121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:55.026697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:55.032020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:55.032164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:33:58.037395] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:33:58.041411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:33:58.045148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:33:58.050266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:33:58.050472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:01.056933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:01.061446] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:01.066012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:01.070852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:01.070941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:04.075839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:04.082027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:04.085973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:04.089482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:04.089566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:07.095558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:07.100829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:07.107270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:07.112663] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:07.112777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:10.118446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:10.122851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:10.126608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:10.130248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:10.130333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:13.136501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:13.141855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:13.146217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:13.149927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:13.150012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:16.157162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:16.168863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:16.174373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:16.178968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:16.179105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:19.183464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:19.187114] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:19.190874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:19.194595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:19.194705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:22.199113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:22.202808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:22.206705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:22.211377] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:22.211495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:25.216529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:25.221874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:25.227525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:25.233823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:25.233951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:28.240000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:28.245557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:28.250880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:28.255366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:28.255477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:31.260740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:31.266252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:31.271599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:31.276716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:31.276841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:34.282123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:34.286519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:34.291790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:34.295961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:34.296058] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:37.301151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:37.304940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:37.308717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:37.312128] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:37.312208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:40.316736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:40.320790] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:40.324536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:40.328310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:40.328400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:43.333923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:43.338590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:43.343639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:43.349604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:43.349891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:46.356179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:46.361388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:46.366575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:46.370424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:46.370533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:49.376516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:49.381018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:49.385357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:49.389457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:49.389561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:52.394257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:52.399178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:52.404603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:52.408858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:52.408994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:55.414621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:55.419178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:55.423904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:55.427892] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:55.428020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:34:58.433403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:34:58.437831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:34:58.441872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:34:58.445842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:34:58.445973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:01.452836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:01.458764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:01.463412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:01.468473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:01.468626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:04.475480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:04.480235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:04.486145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:04.491730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:04.491865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:07.496527] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:07.505425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:07.511552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:07.515242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:07.515346] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:10.521937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:10.526983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:10.532903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:10.538195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:10.538339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:13.543046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:13.547531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:13.552582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:13.559548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:13.559718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:16.564962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:16.570636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:16.575433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:16.580019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:16.580122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:19.585637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:19.590438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:19.594859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:19.599103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:19.599214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:22.604792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:22.609181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:22.613338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:22.616949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:22.617042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:25.621867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:25.626362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:25.630784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:25.635028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:25.635137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:28.640082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:28.644155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:28.648542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:28.652044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:28.652130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:31.658410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:31.663016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:31.669224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:31.673849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:31.674007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:34.678835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:34.683078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:34.687027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:34.691175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:34.691271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:37.695616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:37.699155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:37.702804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:37.706187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:37.706271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:40.712284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:40.716057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:40.719954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:40.723812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:40.723906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:43.733784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:43.738727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:43.742842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:43.746989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:43.747103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:46.752591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:46.758961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:46.764042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:46.768326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:46.768433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:49.773434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:49.778327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:49.783355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:49.786972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:49.787066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:52.793404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:52.797517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:52.801782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:52.806530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:52.806735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:55.812181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:55.816524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:55.820456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:55.824343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:55.824452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:35:58.829235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:35:58.833234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:35:58.837122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:35:58.845940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:35:58.846051] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:01.852906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:01.857864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:01.862360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:01.867023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:01.867191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:04.873103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:04.877789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:04.882372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:04.886798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:04.886922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:07.892520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:07.896585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:07.900283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:07.903907] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:07.903995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:10.910161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:10.916291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:10.922300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:10.927677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:10.927790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:13.932932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:13.938305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:13.944276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:13.949720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:13.949850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:16.954974] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:16.959717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:16.964285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:16.968498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:16.968603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:19.975846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:19.980287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:19.984316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:19.988528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:19.988695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:22.994908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:22.999638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:23.003679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:23.009216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:23.009415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:26.016557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:26.022346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:26.028400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:26.034067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:26.034251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:29.039777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:29.044044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:29.048022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:29.051853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:29.051952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:32.059616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:32.065834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:32.070845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:32.075474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:32.075587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:35.080892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:35.085324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:35.089596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:35.094904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:35.095089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:38.100433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:38.104274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:38.108332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:38.112274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:38.112359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:41.118159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:41.122039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:41.125604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:41.129217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:41.129345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:44.135008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:44.138850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:44.142731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:44.146462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:44.146559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:47.441925] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:47.477069] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:47.512457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:47.648736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:47.648849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:50.654658] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:50.659350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:50.664373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:50.669566] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:50.669728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:53.676459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:53.680780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:53.685484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:53.689632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:53.689753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:56.695017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:56.699329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:56.703842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:56.708132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:56.708262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:36:59.713310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:36:59.717336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:36:59.721840] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:36:59.726692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:36:59.726829] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:02.732512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:02.736297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:02.739865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:02.743714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:02.743825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:05.748951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:05.753910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:05.758601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:05.763006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:05.763113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:08.770475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:08.775982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:08.784215] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:08.789615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:08.789827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:11.797088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:11.803057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:11.808968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:11.814775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:11.814947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:14.819319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:14.823155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:14.826822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:14.830544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:14.830637] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:17.835467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:17.840056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:17.845911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:17.851258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:17.851377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:20.856682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:20.860482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:20.863921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:20.867293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:20.867373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:23.874283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:23.880008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:23.884217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:23.889002] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:23.889157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:26.895721] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:26.900149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:26.904223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:26.910482] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:26.910765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:29.915485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:29.919313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:29.922796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:29.926226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:29.926308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:32.931951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:32.937607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:32.943165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:32.947758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:32.947887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:35.954318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:35.959543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:35.963936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:35.967427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:35.967508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:38.973249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:38.977823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:38.983258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:38.988911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:38.989037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:41.996213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:42.002823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:42.009129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:42.015083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:42.015505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:45.023077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:45.028271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:45.032478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:45.036543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:45.036689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:48.042707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:48.238058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:48.243303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:48.248586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:48.248740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:51.256259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:51.262368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:51.269145] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:51.276604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:51.276792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:54.283741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:54.289723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:54.295509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:54.300887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:54.301127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:37:57.307040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:37:57.311841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:37:57.316948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:37:57.321726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:37:57.321915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:00.327014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:00.331905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:00.336758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:00.341338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:00.341507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:03.346755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:03.350763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:03.354192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:03.358465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:03.358595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:06.364744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:06.369583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:06.373708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:06.378362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:06.378489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:09.384783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:09.389389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:09.394792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:09.399416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:09.399553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:12.404821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:12.410440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:12.416093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:12.420885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:12.421000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:15.427706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:15.432606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:15.438140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:15.442484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:15.442580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:18.451530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:18.456764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:18.461953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:18.466311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:18.466424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:21.471464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:21.476149] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:21.481764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:21.486999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:21.487133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:24.491723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:24.495507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:24.499050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:24.502607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:24.502713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:27.508978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:27.513490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:27.518442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:27.522970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:27.523061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:30.528618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:30.533034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:30.537163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:30.541773] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:30.541916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:33.548445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:33.553217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:33.557276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:33.561940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:33.562071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:36.568675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:36.574990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:36.580862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:36.584972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:36.585055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:39.590908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:39.594982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:39.598841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:39.602368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:39.602457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:42.608035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:42.612384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:42.616316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:42.619989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:42.620071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:45.625531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:45.629955] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:45.634065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:45.637946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:45.638072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:48.643476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:48.648940] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:48.653704] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:48.658076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:48.658181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:51.663249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:51.667477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:51.672099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:51.676403] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:51.676510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:54.685397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:54.689433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:54.693587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:54.697305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:54.697390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:38:57.702812] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:38:57.708045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:38:57.713203] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:38:57.718275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:38:57.718396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:00.722630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:00.726316] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:00.730284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:00.733835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:00.733923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:03.738548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:03.743034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:03.747064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:03.751113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:03.751226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:06.756620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:06.760731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:06.764375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:06.771869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:06.772038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:09.778718] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:09.784293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:09.789796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:09.794532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:09.794659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:12.800137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:12.805016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:12.809955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:12.814342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:12.814477] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:15.819953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:15.824972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:15.830102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:15.834394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:15.834490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:18.840062] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:18.845806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:18.851032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:18.855027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:18.855144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:21.859971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:21.864825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:21.870491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:21.876242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:21.876409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:24.881299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:24.885776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:24.890311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:24.894505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:24.894622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:27.898758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:27.902342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:27.905826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:27.909257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:27.909339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:30.914052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:30.918176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:30.921986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:30.925460] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:30.925541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:33.930132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:33.933906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:33.937844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:33.942025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:33.942109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:36.947165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:36.951905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:36.956369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:36.960336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:36.960436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:39.965856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:39.970245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:39.975086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:39.979348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:39.979445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:42.984336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:42.988284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:42.992134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:42.996554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:42.996688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:46.005481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:46.012874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:46.020543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:46.028152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:46.028347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:49.034143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:49.038904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:49.043219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:49.046906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:49.046994] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:52.052767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:52.057065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:52.061052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:52.065474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:52.065572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:55.072118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:55.076765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:55.081228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:55.085571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:55.085685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:39:58.091135] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:39:58.097472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:39:58.103801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:39:58.108941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:39:58.109097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:01.114887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:01.119286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:01.123005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:01.126720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:01.126828] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:04.132711] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:04.138042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:04.142265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:04.146333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:04.146428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:07.151503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:07.156728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:07.161610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:07.166741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:07.166987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:10.172007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:10.176839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:10.181668] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:10.185755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:10.185874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:13.192787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:13.197448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:13.202042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:13.206828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:13.206977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:16.215582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:16.219327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:16.223237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:16.226863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:16.226947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:19.232205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:19.237054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:19.243828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:19.247747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:19.247842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:22.254218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:22.258605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:22.262968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:22.267007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:22.267112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:25.272427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:25.276550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:25.280666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:25.284599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:25.284722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:28.289963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:28.294995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:28.300562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:28.305129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:28.305234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:31.310421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:31.314899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:31.319157] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:31.322718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:31.322803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:34.327598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:34.332005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:34.335908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:34.339881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:34.340014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:37.345462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:37.349760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:37.355827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:37.362533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:37.362755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:40.368741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:40.372819] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:40.377056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:40.381436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:40.381534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:43.417613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:43.422323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:43.426576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:43.431176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:43.431309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:46.435892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:46.440041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:46.444497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:46.448547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:46.448682] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:49.454851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:49.467165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:49.472463] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:49.477070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:49.477237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:52.483108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:52.487957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:52.492614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:52.497483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:52.497586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:55.505353] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:55.510288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:55.515112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:55.519831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:55.519951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:40:58.525163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:40:58.530044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:40:58.535001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:40:58.539709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:40:58.539820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:01.547105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:01.553326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:01.560673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:01.569180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:01.569401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:04.573476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:04.583200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:04.588728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:04.592520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:04.592639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:07.597932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:07.602541] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:07.608065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:07.612832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:07.612938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:10.618795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:10.623488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:10.628081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:10.633402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:10.633533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:13.639306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:13.643503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:13.647115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:13.650979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:13.651085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:16.655422] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:16.659301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:16.662999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:16.666537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:16.666623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:19.672731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:19.678220] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:19.683609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:19.689353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:19.689539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:22.694789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:22.699293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:22.703450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:22.707408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:22.707529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:25.712811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:25.716983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:25.721173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:25.725105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:25.725210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:28.731756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:28.736859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:28.741928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:28.746734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:28.746838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:31.752830] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:31.757836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:31.762512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:31.767594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:31.767764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:34.773497] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:34.777817] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:34.782081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:34.785844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:34.785965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:37.792016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:37.796169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:37.800290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:37.804586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:37.804717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:40.809327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:40.813168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:40.816941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:40.820861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:40.820958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:43.826360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:43.830736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:43.834959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:43.838829] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:43.838933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:46.845715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:46.851109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:46.855983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:46.861599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:46.861757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:49.867424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:49.871697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:49.875908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:49.879554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:49.879639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:52.885143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:52.889687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:52.893721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:52.897568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:52.897679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:55.903269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:55.908105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:55.912442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:55.916504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:55.916677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:41:58.922590] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:41:58.927023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:41:58.930777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:41:58.935814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:41:58.936004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:01.942094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:01.946743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:01.951627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:01.956262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:01.956448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:04.960571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:04.964061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:04.967512] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:04.971079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:04.971176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:07.975930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:07.979769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:07.983331] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:07.986850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:07.986936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:10.992686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:10.998142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:11.002789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:11.006794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:11.006879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:14.011063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:14.015242] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:14.019374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:14.023861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:14.023959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:17.029464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:17.034418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:17.038014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:17.041539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:17.041673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:20.147038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:20.161240] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:20.195339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:20.198938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:20.199021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:23.204920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:23.209410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:23.214358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:23.219459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:23.219588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:26.223905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:26.227675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:26.231896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:26.235870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:26.235974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:29.241522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:29.246139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:29.250105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:29.254194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:29.254364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:32.260522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:32.264689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:32.269291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:32.274188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:32.274295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:35.280948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:35.284786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:35.288563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:35.291954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:35.292034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:38.297344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:38.301875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:38.306046] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:38.309963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:38.310062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:41.316843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:41.322554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:41.327436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:41.331575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:41.331689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:44.336302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:44.341224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:44.345236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:44.350735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:44.350826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:47.359273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:47.365433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:47.371888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:47.376940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:47.377070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:50.382457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:50.388839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:50.395317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:50.400234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:50.400354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:53.406116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:53.411196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:53.417124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:53.422263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:53.422375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:56.427398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:56.432442] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:56.437452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:56.441856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:56.441976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:42:59.447508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:42:59.451575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:42:59.455454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:42:59.459737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:42:59.459871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:02.464964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:02.472761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:02.477050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:02.480887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:02.480977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:05.486779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:05.491950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:05.496834] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:05.501453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:05.501564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:08.506776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:08.511358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:08.516071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:08.520521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:08.520681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:11.526324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:11.530309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:11.534954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:11.538911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:11.539002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:14.544175] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:14.548635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:14.552795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:14.556939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:14.557086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:17.562098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:17.567058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:17.572061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:17.575817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:17.575918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:20.581017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:20.585719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:20.590561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:20.594357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:20.594437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:23.600951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:23.605787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:23.610725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:23.615470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:23.615593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:26.622057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:26.627415] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:26.633688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:26.639619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:26.639834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:29.645771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:29.650254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:29.653825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:29.657596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:29.657700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:32.664256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:32.669528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:32.674841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:32.679701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:32.679839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:35.686309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:35.691549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:35.696923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:35.700935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:35.701024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:38.708784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:38.715221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:38.722895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:38.729141] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:38.729289] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:41.734633] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:41.769333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:41.805335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:41.809428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:41.809521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:44.815316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:44.819918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:44.824356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:44.828278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:44.828373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:47.835018] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:47.839390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:47.843288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:47.847190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:47.847270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:50.853158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:50.858152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:50.863617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:50.867864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:50.867977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:53.873193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:53.878068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:53.882432] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:53.887279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:53.887386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:56.892751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:56.897218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:56.901752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:56.905234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:56.905319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:43:59.911746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:43:59.915945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:43:59.919947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:43:59.924479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:43:59.924691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:02.931339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:02.936701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:02.942003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:02.946597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:02.946754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:05.953086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:05.958244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:05.962606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:05.966170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:05.966261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:08.970896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:08.976111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:08.981140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:08.986216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:08.986524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:11.994531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:12.001215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:12.005684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:12.010597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:12.010742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:15.015015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:15.019131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:15.023378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:15.027699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:15.027798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:18.032667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:18.037557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:18.041511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:18.045471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:18.045573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:21.051558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:21.056124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:21.060298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:21.063782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:21.063866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:24.072399] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:24.077166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:24.081518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:24.085486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:24.085589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:27.092304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:27.097585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:27.102771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:27.107784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:27.107898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:30.113118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:30.117483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:30.122300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:30.127762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:30.127937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:33.133093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:33.137000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:33.140825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:33.144983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:33.145083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:36.151464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:36.155667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:36.159329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:36.162934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:36.163022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:39.172250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:39.176412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:39.180206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:39.184109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:39.184232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:42.190106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:42.196861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:42.202389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:42.207127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:42.207263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:45.214151] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:45.219756] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:45.225560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:45.230240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:45.230356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:48.236335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:48.240484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:48.244709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:48.249842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:48.249985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:51.254534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:51.260107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:51.265528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:51.269817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:51.269968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:54.275779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:54.279634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:54.283128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:54.286691] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:54.286777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:44:57.291193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:44:57.295236] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:44:57.299342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:44:57.303054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:44:57.303144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:00.308852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:00.313597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:00.317757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:00.321757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:00.321858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:03.327087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:03.331971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:03.336065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:03.340171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:03.340340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:06.345955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:06.349961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:06.355234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:06.359617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:06.359741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:09.366416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:09.371540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:09.376279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:09.381595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:09.381740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:12.386734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:12.391333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:12.395196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:12.400369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:12.400522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:15.405869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:15.409789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:15.413385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:15.418118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:15.418291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:18.425457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:18.431724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:18.437495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:18.442488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:18.442596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:21.450156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:21.455782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:21.461722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:21.466954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:21.467095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:24.472081] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:24.476335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:24.480400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:24.484285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:24.484406] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:27.490326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:27.494433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:27.497949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:27.501800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:27.501909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:30.506848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:30.511175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:30.515784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:30.519919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:30.520029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:33.524826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:33.529072] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:33.533511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:33.537410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:33.537499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:36.543066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:36.548357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:36.553547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:36.558703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:36.558819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:39.563161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:39.566753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:39.570221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:39.573762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:39.573844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:42.578970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:42.582906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:42.586693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:42.590609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:42.590732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:45.596797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:45.601594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:45.606080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:45.609951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:45.610061] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:48.615441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:48.620549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:48.625598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:48.630624] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:48.630770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:51.635755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:51.640721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:51.646183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:51.651433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:51.651552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:54.655782] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:54.660662] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:54.664714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:54.668537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:54.668620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:45:57.674344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:45:57.679467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:45:57.684767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:45:57.688747] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:45:57.688856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:00.693593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:00.697853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:00.701532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:00.705303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:00.705462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:03.711070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:03.716016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:03.721478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:03.725525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:03.725678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:06.731075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:06.735512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:06.739063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:06.742594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:06.742705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:09.749212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:09.754603] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:09.758577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:09.763143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:09.763221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:12.772729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:12.777495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:12.782987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:12.788167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:12.788301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:15.793732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:15.798021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:15.807385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:15.811890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:15.811997] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:18.817767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:18.822152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:18.825919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:18.829905] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:18.830006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:21.838030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:21.843578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:21.850171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:21.854944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:21.855094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:24.860765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:24.865024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:24.868857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:24.872673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:24.872762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:27.878768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:27.883328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:27.887843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:27.893281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:27.893470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:30.899483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:30.903189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:30.907050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:30.911027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:30.911150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:33.917374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:33.923151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:33.929022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:33.934070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:33.934179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:36.939421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:36.943587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:36.947706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:36.951962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:36.952096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:39.958051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:39.963368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:39.968314] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:39.973476] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:39.973586] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:42.978749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:42.983631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:42.987912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:42.992244] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:42.992355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:45.996953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:46.000939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:46.005299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:46.009857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:46.010026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:49.015809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:49.023534] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:49.029063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:49.033236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:49.033319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:52.038134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:52.041774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:52.243307] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:52.247856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:52.247964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:55.252858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:55.256566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:55.260378] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:55.263887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:55.263968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:46:58.271890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:46:58.275999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:46:58.280210] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:46:58.283996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:46:58.284088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:01.289806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:01.294712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:01.298497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:01.302121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:01.302206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:04.307723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:04.312083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:04.315929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:04.320902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:04.321064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:07.325661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:07.329532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:07.333385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:07.336880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:07.336961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:10.343309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:10.348298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:10.353026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:10.357609] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:10.357745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:13.362084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:13.366199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:13.370080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:13.374257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:13.374386] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:16.380798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:16.385949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:16.390783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:16.395921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:16.396049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:19.401752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:19.405780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:19.410962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:19.415799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:19.415915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:22.423923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:22.430012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:22.434979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:22.440070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:22.440239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:25.446184] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:25.451287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:25.455601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:25.459637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:25.459742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:28.465247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:28.469805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:28.474136] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:28.478361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:28.478473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:31.482874] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:31.486995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:31.491078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:31.494839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:31.494926] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:34.499594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:34.503943] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:34.507542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:34.511178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:34.511263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:37.515698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:37.519367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:37.522936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:37.526534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:37.526614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:40.535199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:40.538990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:40.543428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:40.548576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:40.548699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:43.555472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:43.560696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:43.564609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:43.569478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:43.569638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:46.575427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:46.579743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:46.583793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:46.588043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:46.588147] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:49.595221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:49.599915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:49.604167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:49.607809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:49.607890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:52.613128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:52.618359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:52.623450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:52.628156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:52.628295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:55.633336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:55.637462] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:55.641577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:55.645983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:55.646091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:47:58.651769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:47:58.656467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:47:58.661159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:47:58.665671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:47:58.665785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:01.672582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:01.677897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:01.682911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:01.687274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:01.687402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:04.692403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:04.696677] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:04.700875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:04.705531] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:04.705812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:07.711669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:07.716411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:07.720350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:07.724024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:07.724142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:10.729768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:10.733443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:10.736986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:10.740561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:10.740684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:13.749964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:13.757212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:13.763706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:13.770766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:13.770947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:16.777613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:16.782723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:16.788581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:16.793517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:16.793639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:19.799453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:19.803960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:19.807594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:19.811998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:19.812119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:22.818410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:22.823408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:22.828541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:22.833929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:22.834130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:25.838984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:25.843244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:25.846883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:25.850443] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:25.850544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:28.856262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:28.864889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:28.869771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:28.874717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:28.874882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:31.880417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:31.885595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:31.890400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:31.894537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:31.894670] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:34.900625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:34.904863] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:34.909905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:34.914895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:34.915045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:37.922542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:37.928587] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:37.934065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:37.939512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:37.939696] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:40.944011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:40.949364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:40.954899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:40.960364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:40.960513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:43.966000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:43.970376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:43.974726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:43.979149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:43.979270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:46.983310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:46.987097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:46.990918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:46.994937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:46.995030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:50.000424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:50.005046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:50.009358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:50.013549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:50.013689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:53.018727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:53.022915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:53.027492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:53.031480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:53.031594] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:56.036346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:56.040111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:56.044972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:56.049196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:56.049302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:48:59.054626] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:48:59.058335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:48:59.061975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:48:59.065784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:48:59.065891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:02.070577] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:02.075799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:02.080809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:02.086104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:02.086230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:05.091092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:05.095191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:05.099076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:05.103249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:05.103364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:08.110855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:08.115860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:08.120694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:08.125090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:08.125232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:11.130127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:11.134856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:11.139585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:11.145346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:11.145512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:14.152049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:14.156261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:14.161071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:14.165770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:14.165893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:17.171821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:17.177043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:17.181383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:17.185405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:17.185488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:20.190896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:20.194706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:20.199430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:20.203765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:20.203906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:23.208948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:23.213542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:23.218524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:23.222835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:23.222947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:26.228923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:26.232998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:26.236589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:26.240424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:26.240535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:29.246202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:29.250830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:29.255352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:29.259352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:29.259445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:32.263982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:32.268112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:32.272395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:32.276464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:32.276566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:35.281677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:35.286028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:35.290576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:35.295047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:35.295165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:38.300857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:38.306924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:38.312170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:38.316319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:38.316404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:41.321755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:41.326694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:41.331259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:41.335678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:41.335786] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:44.341727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:44.345556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:44.349387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:44.354102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:44.354275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:47.359973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:47.365196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:47.369843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:47.373943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:47.374044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:50.382706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:50.387602] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:50.393191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:50.398064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:50.398228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:53.402300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:53.406775] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:53.411611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:53.415333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:53.415440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:56.420451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:56.425148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:56.429067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:56.432474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:56.432553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:49:59.438775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:49:59.444578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:49:59.449906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:49:59.456121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:49:59.456255] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:02.462415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:02.467095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:02.471023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:02.475309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:02.475407] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:05.482454] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:05.486883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:05.490584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:05.494990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:05.495071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:08.501762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:08.507084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:08.512754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:08.518170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:08.518338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:11.524999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:11.530108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:11.534265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:11.538260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:11.538375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:14.545280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:14.549449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:14.553405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:14.557145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:14.557230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:17.562265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:17.566011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:17.569598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:17.573061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:17.573151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:20.578446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:20.582567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:20.586517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:20.590572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:20.590695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:23.598178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:23.605429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:23.611227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:23.616015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:23.616148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:26.621250] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:26.624982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:26.628667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:26.632292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:26.632388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:29.637302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:29.640830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:29.644821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:29.649729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:29.649912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:32.657361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:32.662595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:32.668217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:32.672399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:32.672486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:35.676843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:35.680325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:35.684124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:35.687579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:35.687681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:38.694065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:38.699759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:38.705686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:38.710294] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:38.710408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:41.714681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:41.718438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:41.722233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:41.725756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:41.725841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:44.760512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:44.765480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:44.769505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:44.773142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:44.773240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:47.779766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:47.784522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:47.789029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:47.793271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:47.793382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:50.799510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:50.804627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:50.809674] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:50.814577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:50.814754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:53.820599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:53.826362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:53.832061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:53.837049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:53.837165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:56.844301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:56.850449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:56.855246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:56.858947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:56.859030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:50:59.864434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:50:59.868524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:50:59.872162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:50:59.875608] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:50:59.875712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:02.880479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:02.884102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:02.887680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:02.891286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:02.891377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:05.897055] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:05.901499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:05.905222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:05.908591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:05.908699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:08.914190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:08.919061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:08.923370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:08.927607] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:08.927760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:11.934103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:11.939638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:11.944785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:11.949283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:11.949412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:14.956593] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:14.962508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:14.967381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:14.971969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:14.972090] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:17.977846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:17.981723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:17.986446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:17.990586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:17.990708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:20.996899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:21.002514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:21.008754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:21.015096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:21.015302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:24.313615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:24.320070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:24.326065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:24.331979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:24.332207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:27.338546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:27.343045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:27.347099] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:27.350993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:27.351086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:30.358119] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:30.363517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:30.373918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:30.379139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:30.379298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:33.385960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:33.391583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:33.396985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:33.401813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:33.401930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:36.407779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:36.412295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:36.417386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:36.422129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:36.422250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:39.429097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:39.433783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:39.437801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:39.443501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:39.443735] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:42.450615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:42.455906] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:42.461482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:42.467272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:42.467439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:45.473020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:45.478018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:45.481709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:45.485480] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:45.485567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:48.491265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:48.495247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:48.499240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:48.502946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:48.503038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:51.510777] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:51.515875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:51.520838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:51.525336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:51.525491] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:54.532879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:54.537572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:54.542866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:54.546688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:54.546774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:51:57.553489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:51:57.558079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:51:57.562311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:51:57.567677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:51:57.567826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:00.576578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:00.582301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:00.587457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:00.591784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:00.591879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:03.597432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:03.602126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:03.606533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:03.611134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:03.611249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:06.617329] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:06.623726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:06.628494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:06.633564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:06.633752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:09.640189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:09.646581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:09.652270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:09.657290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:09.657466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:12.663923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:12.668712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:12.672637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:12.676617] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:12.676721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:15.681180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:15.685793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:15.689928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:15.693890] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:15.693995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:18.698173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:18.702186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:18.706224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:18.709975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:18.710066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:21.716920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:21.721381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:21.725596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:21.729343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:21.729430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:24.736335] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:24.741604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:24.746174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:24.749941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:24.750034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:27.754942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:27.759153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:27.764000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:27.768709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:27.768835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:30.774907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:30.779937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:30.785511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:30.789940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:30.790053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:33.796296] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:33.801451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:33.806106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:33.810815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:33.810941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:36.816450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:36.821166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:36.825049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:36.828849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:36.828938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:39.834612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:39.839265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:39.843373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:39.847560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:39.847691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:42.854663] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:42.860124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:42.865070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:42.869415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:42.869638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:45.874871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:45.878888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:45.884918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:45.889069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:45.889162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:48.896230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:48.900537] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:48.904912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:48.908940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:48.909071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:51.915839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:51.921525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:51.926863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:51.931036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:51.931141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:54.940319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:54.947377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:54.956286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:54.963353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:54.963580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:52:57.970441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:52:57.975831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:52:57.981143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:52:57.985506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:52:57.985669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:00.990946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:00.995294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:00.999676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:01.004628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:01.004837] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:04.011170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:04.016345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:04.021161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:04.024830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:04.024910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:07.031844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:07.036902] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:07.043119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:07.048059] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:07.048200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:10.053923] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:10.059536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:10.064043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:10.068863] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:10.069034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:13.073931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:13.078716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:13.083499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:13.088253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:13.088382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:16.093318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:16.096883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:16.100291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:16.104712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:16.104862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:19.110177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:19.114355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:19.118759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:19.123887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:19.124005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:22.129138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:22.133034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:22.136605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:22.140083] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:22.140170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:25.146468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:25.152388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:25.157694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:25.162301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:25.162415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:28.167384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:28.171599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:28.175196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:28.179203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:28.179285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:31.185918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:31.192952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:31.197698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:31.202567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:31.202791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:34.208932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:34.213750] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:34.219103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:34.224455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:34.224759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:37.230039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:37.234338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:37.239994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:37.244240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:37.244334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:40.249318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:40.253865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:40.257570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:40.261188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:40.261270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:43.267083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:43.301040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:43.335784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:43.341248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:43.341387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:46.348140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:46.352918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:46.356700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:46.360333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:46.360417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:49.366525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:49.371513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:49.376396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:49.380173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:49.380259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:52.385840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:52.390720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:52.395529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:52.399467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:52.399559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:55.406780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:55.413778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:55.418621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:55.423195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:55.423367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:53:58.429315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:53:58.434034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:53:58.438832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:53:58.443104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:53:58.443210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:01.449949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:01.456363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:01.461009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:01.465612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:01.466016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:04.473302] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:04.479475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:04.484348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:04.489014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:04.489130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:07.493729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:07.499171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:07.503778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:07.508256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:07.508378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:10.515249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:10.519766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:10.523998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:10.529300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:10.529466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:13.535541] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:13.540092] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:13.544358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:13.548675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:13.548800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:16.553977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:16.558031] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:16.562081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:16.566183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:16.566285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:19.572950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:19.577626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:19.581960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:19.586046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:19.586162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:22.591873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:22.596539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:22.601301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:22.605552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:22.605688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:25.612125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:25.617332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:25.621870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:25.625723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:25.625809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:28.632578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:28.637005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:28.641227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:28.645929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:28.646036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:31.650864] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:31.655040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:31.659182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:31.663378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:31.663487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:34.668972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:34.672769] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:34.676999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:34.680989] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:34.681094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:37.686494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:37.690963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:37.694825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:37.698421] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:37.698509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:40.704126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:40.708709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:40.712530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:40.717080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:40.717211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:43.722855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:43.726721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:43.730604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:43.733957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:43.734039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:46.738248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:46.742000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:46.745482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:46.749418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:46.749506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:49.754300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:49.758100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:49.764129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:49.768341] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:49.768616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:52.774495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:52.780281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:52.785575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:52.789500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:52.789591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:55.795193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:55.800325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:55.807360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:55.811868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:55.812000] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:54:58.817033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:54:58.821705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:54:58.828018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:54:58.832458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:54:58.832559] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:01.838215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:01.843308] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:01.848147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:01.852479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:01.852625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:04.859424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:04.863796] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:04.867963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:04.872563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:04.872707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:07.878546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:07.883310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:07.887435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:07.892191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:07.892343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:10.898471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:10.903026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:10.908740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:10.913603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:10.913797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:13.918243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:13.922366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:13.926773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:13.931009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:13.931148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:16.935708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:16.939783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:16.943587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:16.948254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:16.948371] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:19.953664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:19.957890] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:19.962481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:19.966214] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:19.966309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:22.972603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:22.977212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:22.981730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:22.986298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:22.986384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:25.991073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:25.995695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:26.001319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:26.006223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:26.006338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:29.011759] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:29.015838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:29.019781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:29.023737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:29.023847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:32.028241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:32.033066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:32.037004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:32.041022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:32.041155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:35.046258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:35.050634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:35.054962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:35.059039] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:35.059139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:38.063746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:38.067411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:38.070972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:38.074851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:38.074959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:41.080510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:41.084343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:41.088364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:41.092597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:41.092746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:44.098220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:44.102416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:44.106417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:44.110806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:44.110918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:47.117469] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:47.122403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:47.127224] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:47.132003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:47.132117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:50.139690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:50.145355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:50.151180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:50.156118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:50.156213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:53.163519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:53.170574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:53.176075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:53.181739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:53.181917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:56.188003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:56.193610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:56.198443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:56.202576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:56.202720] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:55:59.207476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:55:59.211137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:55:59.214574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:55:59.217957] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:55:59.218071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:02.223937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:02.229354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:02.233221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:02.236715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:02.236798] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:05.242029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:05.246713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:05.251365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:05.255095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:05.255175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:08.266149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:08.271839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:08.276678] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:08.280878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:08.280985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:11.285066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:11.288869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:11.292401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:11.295976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:11.296064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:14.301066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:14.305365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:14.309417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:14.313580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:14.313685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:17.320244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:17.325095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:17.330940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:17.336304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:17.336399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:20.341038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:20.345035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:20.348936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:20.353024] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:20.353139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:23.358364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:23.362636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:23.366774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:23.370854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:23.370956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:26.378587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:26.383351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:26.387670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:26.393014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:26.393154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:29.399150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:29.404930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:29.410461] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:29.415297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:29.415445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:32.421423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:32.426628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:32.431631] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:32.437055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:32.437234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:35.441684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:35.446763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:35.453433] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:35.457936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:35.458089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:38.464602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:38.469851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:38.475790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:38.480379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:38.480468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:41.486123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:41.491234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:41.495639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:41.499680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:41.499790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:44.507267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:44.512163] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:44.516559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:44.520357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:44.520444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:47.528256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:47.532928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:47.537468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:47.542530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:47.542690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:50.548297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:50.553276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:50.558014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:50.562839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:50.562999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:53.571080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:53.576448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:53.580955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:53.584669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:53.584755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:56.591796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:56.596594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:56.601223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:56.605087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:56.605180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:56:59.612197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:56:59.619422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:56:59.624003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:56:59.627875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:56:59.627964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:02.633150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:02.638659] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:02.643272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:02.647516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:02.647681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:05.653484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:05.657640] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:05.662305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:05.666996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:05.667093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:08.673869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:08.679233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:08.683785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:08.689259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:08.689470] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:11.694139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:11.697888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:11.702104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:11.706600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:11.706746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:14.712572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:14.716738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:14.721009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:14.724861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:14.724968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:17.735326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:17.740581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:17.745375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:17.749727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:17.749810] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:20.756051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:20.760549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:20.764261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:20.767817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:20.767899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:23.773784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:23.779246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:23.783442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:23.787139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:23.787264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:26.794611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:26.800559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:26.805262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:26.810240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:26.810422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:29.816355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:29.822548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:29.827166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:29.831183] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:29.831285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:32.838171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:32.843799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:32.849011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:32.854139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:32.854350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:35.860132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:35.865127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:35.870083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:35.874227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:35.874331] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:38.882841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:38.888536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:38.894268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:38.900098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:38.900292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:41.905517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:41.910855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:41.915661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:41.920025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:41.920148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:44.925950] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:44.931330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:44.936384] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:44.941187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:44.941321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:47.946762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:47.951720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:47.956767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:47.960968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:47.961065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:50.966332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:50.972383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:50.976318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:50.980168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:50.980254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:53.985337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:53.990158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:53.994627] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:53.999176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:53.999297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:57:57.005389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:57:57.295688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:57:57.330805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:57:57.335481] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:57:57.335575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:00.341088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:00.345934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:00.351011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:00.355713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:00.355826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:03.359980] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:03.363555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:03.367240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:03.370802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:03.370912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:06.376684] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:06.381346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:06.385493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:06.389227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:06.389308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:09.394086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:09.397667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:09.401474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:09.405233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:09.405321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:12.410100] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:12.414136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:12.417806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:12.422031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:12.422154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:15.427664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:15.432792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:15.436970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:15.440851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:15.440942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:18.447146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:18.453091] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:18.457813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:18.462331] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:18.462479] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:21.467168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:21.471247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:21.475703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:21.479574] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:21.479694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:24.485446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:24.490861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:24.495667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:24.499230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:24.499315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:27.503728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:27.509755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:27.520350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:27.524153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:27.524241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:30.530041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:30.533916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:30.537667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:30.541230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:30.541313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:33.546330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:33.550061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:33.553820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:33.557490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:33.557587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:36.563078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:36.567058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:36.570716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:36.574094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:36.574192] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:39.580375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:39.585875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:39.590847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:39.596088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:39.596246] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:42.602148] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:42.606488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:42.611536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:42.615889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:42.615998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:45.623992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:45.629708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:45.635359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:45.639579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:45.639747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:48.646612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:48.652090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:48.657102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:48.663467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:48.663700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:51.669677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:51.674131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:51.677775] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:51.681678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:51.681768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:54.687750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:54.693633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:54.698684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:54.703119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:54.703233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:58:57.709255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:58:57.714950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:58:57.720604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:58:57.724336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:58:57.724417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:00.729364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:00.733565] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:00.737133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:00.741327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:00.741414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:03.745779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:03.749718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:03.753217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:03.756797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:03.756987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:06.762291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:06.766227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:06.770038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:06.773901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:06.774007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:09.779147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:09.784324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:09.788853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:09.792846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:09.792953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:12.799359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:12.803744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:12.808549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:12.813332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:12.813443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:15.822182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:15.828020] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:15.833483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:15.838233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:15.838365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:18.846628] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:18.851742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:18.857235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:18.863639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:18.863881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:21.870740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:21.876379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:21.880709] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:21.884400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:21.884507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:24.890232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:24.894297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:24.897909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:24.902911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:24.903082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:27.909204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:27.914378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:27.919748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:27.923799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:27.923912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:30.928865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:30.934366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:30.939179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:30.943058] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:30.943149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:33.949141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:33.954421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:33.959391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:33.963233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:33.963330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:36.967962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:36.972157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:36.976180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:36.980206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:36.980312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:39.985289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:39.989912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:39.995278] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:40.000285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:40.000448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:43.006252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:43.010821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:43.015148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:43.018954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:43.019037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:46.025189] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:46.030889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:46.037300] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:46.042236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:46.042359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:49.048423] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:49.052962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:49.056974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:49.060951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:49.061060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:52.066458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:52.070995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:52.078222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:52.083263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:52.083395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:55.089720] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:55.095131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:55.099400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:55.103874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:55.104027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T20:59:58.109784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T20:59:58.115788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T20:59:58.122368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T20:59:58.127472] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T20:59:58.127667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:01.134017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:01.138914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:01.143549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:01.149079] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:01.149247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:04.156009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:04.161718] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:04.168093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:04.173726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:04.173886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:07.179378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:07.183496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:07.188064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:07.192492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:07.192603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:10.198840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:10.203838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:10.208618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:10.213369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:10.213549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:13.219311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:13.223354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:13.229041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:13.234118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:13.234230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:16.239827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:16.244143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:16.251791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:16.256562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:16.256688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:19.262822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:19.268232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:19.272909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:19.276872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:19.276958] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:22.282530] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:22.287067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:22.291199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:22.294953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:22.295045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:25.302558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:25.307561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:25.311963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:25.316465] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:25.316580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:28.324238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:28.330221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:28.335477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:28.340348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:28.340499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:31.348820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:31.353988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:31.358848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:31.363671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:31.363787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:34.372738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:34.378515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:34.385049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:34.390584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:34.390771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:37.397887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:37.404332] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:37.409910] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:37.416015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:37.416220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:40.421271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:40.425600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:40.431127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:40.434927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:40.435285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:43.439982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:43.443713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:43.447266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:43.450761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:43.450844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:46.484968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:46.490805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:46.496360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:46.501046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:46.501212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:49.506149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:49.510452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:49.515064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:49.519185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:49.519275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:52.524424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:52.529467] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:52.534765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:52.539840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:52.539938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:55.546609] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:55.552432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:55.558235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:55.563628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:55.563823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:00:58.569550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:00:58.574607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:00:58.579186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:00:58.583982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:00:58.584149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:01.589355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:01.593551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:01.599245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:01.603956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:01.604072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:04.609138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:04.613525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:04.618312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:04.622342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:04.622430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:07.626995] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:07.631025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:07.635151] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:07.638932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:07.639023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:10.644146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:10.648426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:10.653413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:10.657942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:10.658097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:13.663676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:13.668395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:13.672784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:13.677572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:13.677697] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:16.682634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:16.687162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:16.692105] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:16.696074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:16.696175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:19.701949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:19.705996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:19.709993] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:19.714353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:19.714468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:22.718612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:22.722521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:22.726355] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:22.730011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:22.730102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:25.736358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:25.741257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:25.746555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:25.752008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:25.752145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:28.759578] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:28.769088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:28.774903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:28.781092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:28.781200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:31.786211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:31.790491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:31.794982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:31.799883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:31.799984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:34.805935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:34.811041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:34.815543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:34.820503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:34.820592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:37.825500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:37.830480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:37.834998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:37.840000] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:37.840145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:40.845597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:40.850211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:40.854095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:40.858583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:40.858695] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:43.864089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:43.868378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:43.872543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:43.877231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:43.877329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:46.882741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:46.887385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:46.891718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:46.896874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:46.896989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:49.901912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:49.906136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:49.910624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:49.915278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:49.915385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:52.921732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:52.926509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:52.931011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:52.935339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:52.935496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:55.942790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:55.948257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:55.958345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:55.963379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:55.963518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:01:58.969014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:01:58.973342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:01:58.978263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:01:58.982142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:01:58.982226] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:01.988054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:01.993294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:01.998319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:02.003792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:02.003949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:05.008909] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:05.013132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:05.017596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:05.021919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:05.022047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:08.028532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:08.035177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:08.042036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:08.047343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:08.047463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:11.052274] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:11.056279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:11.060198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:11.064092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:11.064198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:14.069330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:14.073936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:14.077936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:14.081612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:14.081723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:17.086510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:17.094409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:17.098820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:17.102722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:17.102840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:20.107372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:20.111478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:20.115780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:20.119852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:20.119964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:23.125491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:23.129887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:23.133607] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:23.137215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:23.137297] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:26.142375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:26.147099] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:26.151159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:26.155357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:26.155482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:29.353462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:29.358616] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:29.363202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:29.387706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:29.387849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:32.394334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:32.399444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:32.404339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:32.409179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:32.409318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:35.415839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:35.421098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:35.425168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:35.429010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:35.429096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:38.436564] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:38.441115] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:38.445666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:38.450292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:38.450414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:41.457665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:41.462418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:41.467054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:41.471851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:41.472010] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:44.478406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:44.483319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:44.489994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:44.494794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:44.494946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:47.501111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:47.505828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:47.510768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:47.516333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:47.516539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:50.523505] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:50.528060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:50.532346] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:50.536946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:50.537046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:53.542828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:53.548346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:53.552895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:53.556855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:53.556964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:56.561795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:56.566212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:56.570400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:56.575947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:56.576122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:02:59.581239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:02:59.586241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:02:59.591403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:02:59.596962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:02:59.597077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:02.603951] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:02.610030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:02.615527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:02.620866] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:02.621022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:05.627405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:05.632424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:05.636218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:05.642049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:05.642212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:08.649852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:08.655141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:08.659955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:08.664724] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:08.664842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:11.670569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:11.674496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:11.678374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:11.683399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:11.683494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:14.689001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:14.693003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:14.696596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:14.700165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:14.700252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:17.706697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:17.711715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:17.716445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:17.720949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:17.721124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:20.727117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:20.731753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:20.736033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:20.740256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:20.740358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:23.745810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:23.749445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:23.752903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:23.756216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:23.756290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:26.763112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:26.767699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:26.771974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:26.776074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:26.776183] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:29.784346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:29.792716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:29.799428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:29.805265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:29.805412] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:32.809688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:32.813428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:32.819207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:32.823852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:32.823951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:35.830264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:35.834383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:35.838942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:35.842690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:35.842772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:38.849199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:38.853089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:38.856707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:38.860915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:38.861032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:41.868366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:41.873918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:41.878464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:41.882371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:41.882457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:44.887124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:44.921339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:44.956843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:44.961473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:44.961578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:47.967765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:47.973061] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:47.977820] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:47.981994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:47.982081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:50.992312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:50.997950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:51.003164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:51.009062] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:51.009212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:54.014869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:54.019260] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:54.023233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:54.026857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:54.026943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:03:57.032212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:03:57.036325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:03:57.040074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:03:57.044786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:03:57.044887] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:00.246544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:00.251019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:00.281531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:00.285924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:00.286049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:03.291356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:03.295857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:03.301548] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:03.306415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:03.306534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:06.311769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:06.316608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:06.322716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:06.327323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:06.327445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:09.333298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:09.338901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:09.344275] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:09.350975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:09.351321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:12.357725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:12.362379] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:12.367240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:12.372392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:12.372503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:15.378546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:15.385331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:15.391007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:15.397706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:15.397866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:18.403766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:18.408110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:18.413026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:18.417616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:18.417827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:21.423238] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:21.427547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:21.431880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:21.435913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:21.435999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:24.441791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:24.446284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:24.450252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:24.454441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:24.454550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:27.462692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:27.468512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:27.473235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:27.478406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:27.478531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:30.483807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:30.489058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:30.492895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:30.496546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:30.496633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:33.501466] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:33.507063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:33.511283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:33.514832] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:33.514917] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:36.522931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:36.526978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:36.530514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:36.534459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:36.534537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:39.541002] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:39.544973] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:39.550061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:39.555057] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:39.555205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:42.562091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:42.566925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:42.571518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:42.576125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:42.576243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:45.583823] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:45.590343] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:45.597682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:45.603094] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:45.603194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:48.608461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:48.613305] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:48.617575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:48.622634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:48.622808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:51.627373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:51.631869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:51.635895] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:51.645390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:51.645533] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:54.651798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:54.655963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:54.660267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:54.664570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:54.664890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:04:57.671283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:04:57.676370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:04:57.680593] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:04:57.684491] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:04:57.684587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:00.691477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:00.697035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:00.702955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:00.707314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:00.707472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:03.713900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:03.719770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:03.724969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:03.729364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:03.729459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:06.736306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:06.742395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:06.748557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:06.754459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:06.754605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:09.760093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:09.764804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:09.769614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:09.775913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:09.776077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:12.783367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:12.788198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:12.794091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:12.800515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:12.800706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:15.807277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:15.813358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:15.821008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:15.828535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:15.828764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:18.834085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:18.838024] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:18.841734] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:18.845540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:18.845713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:21.850015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:21.853965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:21.858004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:21.861821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:21.861897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:24.868511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:24.874144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:24.879094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:24.883623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:24.883809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:27.889109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:27.893011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:27.896824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:27.900754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:27.900847] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:30.906615] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:30.911793] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:30.918496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:30.923800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:30.923977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:33.930088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:33.934401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:33.939979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:33.943963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:33.944069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:36.948264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:36.953062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:36.957732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:36.962211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:36.962310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:39.966801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:39.971113] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:39.975368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:39.979969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:39.980080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:42.985053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:42.989267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:42.994316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:42.998986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:42.999148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:46.005160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:46.011284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:46.015914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:46.021343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:46.021687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:49.027978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:49.032502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:49.036682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:49.040249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:49.040332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:52.045306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:52.049877] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:52.055575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:52.061049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:52.061179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:55.065346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:55.069059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:55.072570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:55.076042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:55.076126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:05:58.081374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:05:58.085151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:05:58.089911] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:05:58.094241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:05:58.094338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:01.296884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:01.302363] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:01.308002] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:01.312309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:01.312398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:04.319778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:04.324730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:04.329702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:04.335554] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:04.335721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:07.341878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:07.347111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:07.352890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:07.358049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:07.358267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:10.364237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:10.370440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:10.376330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:10.381200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:10.381336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:13.387140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:13.392233] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:13.398117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:13.403891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:13.404024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:16.410031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:16.415375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:16.420474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:16.425713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:16.425832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:19.431488] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:19.436215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:19.441389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:19.445540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:19.445635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:22.451364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:22.458201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:22.464857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:22.471269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:22.471507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:25.478043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:25.483192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:25.490189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:25.497474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:25.497639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:28.503053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:28.507667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:28.512729] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:28.517397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:28.517556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:31.522608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:31.527403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:31.532041] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:31.535943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:31.536047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:34.540482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:34.544074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:34.547684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:34.551899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:34.552032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:37.558414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:37.564274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:37.568863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:37.573080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:37.573187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:40.579681] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:40.584542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:40.588994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:40.592908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:40.592992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:43.601639] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:43.608850] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:43.615110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:43.621693] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:43.621883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:46.630583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:46.638060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:46.643048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:46.649036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:46.649172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:49.655285] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:49.659785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:49.663373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:49.667237] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:49.667329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:52.673240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:52.678689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:52.683298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:52.689407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:52.689609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:55.695930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:55.700528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:55.704856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:55.708640] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:55.708752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:06:58.715360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:06:58.720976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:06:58.725848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:06:58.730562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:06:58.730751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:01.738278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:01.745687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:01.751955] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:01.756288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:01.756459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:04.762406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:04.766456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:04.770262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:04.774160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:04.774244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:07.780981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:07.788788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:07.794117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:07.799895] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:07.800175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:10.807574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:10.813017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:10.818712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:10.823473] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:10.823575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:13.830291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:13.835568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:13.839867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:13.844684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:13.844845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:16.850772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:16.856086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:16.861764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:16.866781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:16.866950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:19.872620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:19.878560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:19.882485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:19.887019] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:19.887152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:22.892860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:22.897378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:22.902617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:22.908040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:22.908214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:25.913403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:25.919381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:25.923566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:25.927756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:25.927864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:28.934963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:28.944230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:28.948766] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:28.952580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:28.952690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:31.959038] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:31.963483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:31.968948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:31.974163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:31.974319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:34.983173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:34.987929] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:34.992244] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:34.996247] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:34.996344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:38.002026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:38.006937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:38.011375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:38.015166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:38.015260] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:41.019940] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:41.025510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:41.029817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:41.034577] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:41.034692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:44.041697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:44.047479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:44.053066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:44.057206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:44.057304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:47.064801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:47.069248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:47.072884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:47.077352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:47.077509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:50.082067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:50.086993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:50.091460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:50.096669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:50.096781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:53.103696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:53.109190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:53.114289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:53.119190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:53.119298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:56.126144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:56.131370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:56.136350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:56.141323] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:56.141441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:07:59.147595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:07:59.152520] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:07:59.158737] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:07:59.163238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:07:59.163364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:02.169057] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:02.174458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:02.178961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:02.182981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:02.183129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:05.189563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:05.194515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:05.199201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:05.203875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:05.203988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:08.209947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:08.214450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:08.218770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:08.223078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:08.223185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:11.231056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:11.237142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:11.243268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:11.249304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:11.249473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:14.255764] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:14.260703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:14.264953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:14.268604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:14.268712] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:17.273851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:17.278548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:17.282823] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:17.287494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:17.287593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:20.292907] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:20.296509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:20.300440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:20.304783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:20.304919] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:23.310754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:23.315804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:23.320126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:23.324186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:23.324293] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:26.329705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:26.333425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:26.337213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:26.340965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:26.341062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:29.346389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:29.352245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:29.356917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:29.361791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:29.361964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:32.368271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:32.372881] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:32.377142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:32.381113] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:32.381223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:35.386736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:35.390685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:35.394555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:35.398604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:35.398763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:38.404324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:38.408527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:38.412688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:38.416729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:38.416832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:41.422665] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:41.426466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:41.430289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:41.433787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:41.433872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:44.440113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:44.444547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:44.448416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:44.452816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:44.452896] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:47.460239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:47.464897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:47.468821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:47.473679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:47.473864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:50.479259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:50.485723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:50.492071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:50.498342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:50.498977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:53.506214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:53.512046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:53.517213] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:53.521751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:53.521845] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:56.526865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:56.530636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:56.534153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:56.539285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:56.539469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:08:59.544691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:08:59.550378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:08:59.555736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:08:59.560485] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:08:59.560631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:02.567554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:02.573207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:02.577795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:02.581729] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:02.581815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:05.587467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:05.592216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:05.597610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:05.602814] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:05.602932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:08.609254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:08.613366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:08.618133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:08.622138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:08.622230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:11.627916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:11.632231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:11.635829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:11.640433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:11.640595] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:14.647043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:14.652690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:14.657748] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:14.662061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:14.662150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:17.668512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:17.674095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:17.679473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:17.684273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:17.684431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:20.689146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:20.694288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:20.699700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:20.704923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:20.705052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:23.710919] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:23.715701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:23.719944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:23.724679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:23.724790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:26.729428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:26.733456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:26.737199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:26.742381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:26.742590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:29.748048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:29.753012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:29.757991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:29.762868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:29.762983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:32.767833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:32.771904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:32.776502] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:32.781343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:32.781445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:35.786534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:35.791864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:35.795928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:35.799510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:35.799590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:38.804715] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:38.809185] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:38.814943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:38.819546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:38.819633] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:41.825866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:41.831563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:41.836238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:41.840206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:41.840291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:44.845116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:44.850239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:44.854854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:44.858925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:44.859024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:47.864619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:47.869065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:47.874754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:47.878660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:47.878745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:50.883048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:50.886953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:50.892155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:50.896742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:50.896850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:53.903001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:53.907604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:53.911460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:53.915005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:53.915087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:56.919763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:56.925669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:56.937185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:56.942615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:56.942781] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:09:59.948117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:09:59.952051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:09:59.955499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:09:59.959696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:09:59.959835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:02.966254] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:02.972398] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:02.979723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:02.986204] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:02.986433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:05.992729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:05.997349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:06.001567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:06.005207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:06.005309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:09.013001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:09.017828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:09.022477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:09.028035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:09.028244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:12.035729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:12.040808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:12.047086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:12.053924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:12.054151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:15.059576] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:15.064292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:15.068705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:15.072946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:15.073034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:18.084077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:18.090688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:18.096055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:18.102167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:18.102333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:21.107022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:21.111370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:21.115700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:21.120697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:21.120878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:24.126316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:24.131159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:24.136306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:24.140926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:24.141020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:27.146506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:27.150730] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:27.154537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:27.158349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:27.158437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:30.164116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:30.167859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:30.171465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:30.174958] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:30.175071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:33.366007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:33.401280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:33.408485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:33.414103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:33.414266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:36.419946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:36.424563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:36.431825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:36.436441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:36.436636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:39.441367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:39.446716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:39.452380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:39.457365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:39.457494] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:42.462708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:42.467392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:42.471409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:42.476740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:42.476936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:45.482840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:45.487856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:45.493226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:45.498286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:45.498429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:48.526632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:48.533067] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:48.538632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:48.543793] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:48.543949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:51.550092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:51.555223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:51.561251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:51.566429] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:51.566539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:54.571432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:54.576910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:54.583135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:54.587826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:54.587937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:10:57.593461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:10:57.599267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:10:57.605283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:10:57.610179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:10:57.610316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:00.616946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:00.622180] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:00.627577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:00.632016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:00.632109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:03.638690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:03.647749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:03.653923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:03.660174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:03.660513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:06.666344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:06.670976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:06.674745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:06.678396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:06.678480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:09.684115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:09.689392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:09.694029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:09.698333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:09.698446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:12.704060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:12.708778] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:12.713380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:12.718089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:12.718244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:15.722857] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:15.727557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:15.733456] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:15.742366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:15.742517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:18.748778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:18.754549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:18.758796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:18.763193] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:18.763279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:21.768849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:21.773377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:21.777089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:21.780968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:21.781047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:24.786840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:24.790966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:24.794570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:24.799513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:24.799625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:27.805666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:27.810582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:27.815273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:27.820436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:27.820541] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:30.826397] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:30.831056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:30.834918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:30.838935] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:30.839025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:33.844402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:33.849918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:33.855404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:33.860074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:33.860233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:36.865214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:36.871946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:36.877011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:36.880713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:36.880801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:39.886680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:39.890783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:39.894445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:39.899112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:39.899245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:42.906468] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:42.912528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:42.917562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:42.923050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:42.923176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:45.928438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:45.934153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:45.938042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:45.941496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:45.941611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:48.948483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:48.954117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:48.959335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:48.964432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:48.964538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:51.969242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:51.973365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:51.976876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:51.980461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:51.980544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:54.985803] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:54.990208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:54.994418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:54.998976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:54.999059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:11:58.005060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:11:58.010097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:11:58.014877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:11:58.019669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:11:58.021799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:01.026492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:01.030925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:01.035281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:01.039598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:01.039738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:04.044726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:04.049419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:04.239425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:04.244601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:04.244787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:07.250211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:07.255483] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:07.260285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:07.264542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:07.264723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:10.269969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:10.275436] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:10.282279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:10.286797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:10.286921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:13.292393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:13.297186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:13.302575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:13.308076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:13.308210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:16.313142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:16.318150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:16.323553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:16.328033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:16.328164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:19.333914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:19.338972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:19.344140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:19.349082] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:19.349204] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:22.353820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:22.357716] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:22.361322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:22.364988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:22.365108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:25.370402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:25.374689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:25.379353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:25.385951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:25.386082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:28.391734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:28.396223] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:28.400841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:28.405996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:28.406123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:31.413249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:31.418978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:31.424708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:31.430080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:31.430298] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:34.436234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:34.441591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:34.446813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:34.451853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:34.451973] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:37.457070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:37.461235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:37.465472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:37.470508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:37.470632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:40.477212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:40.481679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:40.486022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:40.492723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:40.492863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:43.497557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:43.502301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:43.506717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:43.510934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:43.511067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:46.517867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:46.522197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:46.525998] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:46.530258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:46.530358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:49.536005] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:49.540322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:49.545284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:49.550516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:49.550667] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:52.557464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:52.562732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:52.567265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:52.571781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:52.571861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:55.577518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:55.582340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:55.586630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:55.592136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:55.592358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:12:58.598465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:12:58.602513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:12:58.605963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:12:58.610056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:12:58.610175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:01.616915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:01.622710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:01.628892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:01.634599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:01.635176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:04.644580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:04.649972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:04.656715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:04.663327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:04.663506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:07.669000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:07.674605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:07.679935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:07.685348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:07.685456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:10.691524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:10.697689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:10.704717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:10.710225] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:10.710342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:13.717016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:13.722248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:13.728086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:13.733787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:13.733924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:16.738892] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:16.744087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:16.749362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:16.754771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:16.754946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:19.760434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:19.765283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:19.769958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:19.773680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:19.773763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:22.780121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:22.784990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:22.790810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:22.796547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:22.796799] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:25.802441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:25.808607] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:25.813688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:25.818146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:25.818259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:28.823827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:28.828919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:28.833016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:28.836560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:28.836663] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:31.842901] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:31.847482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:31.851807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:31.855771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:31.855864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:34.862139] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:34.867167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:34.873348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:34.878625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:34.878761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:37.884308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:37.888382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:37.892749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:37.896725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:37.896815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:40.901630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:40.905825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:40.910009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:40.913875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:40.913961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:43.918367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:43.922389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:43.926175] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:43.929969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:43.930066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:46.936463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:46.972153] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:47.007358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:47.012858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:47.013016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:50.019006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:50.024561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:50.029251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:50.035034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:50.035199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:53.040356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:53.045254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:53.050028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:53.054444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:53.054578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:56.059123] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:56.063374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:56.068072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:56.073589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:56.073758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:13:59.080225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:13:59.086857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:13:59.093827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:13:59.100090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:13:59.100283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:02.106728] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:02.111392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:02.116240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:02.121208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:02.121347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:05.328099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:05.334054] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:05.362068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:05.366542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:05.366688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:08.372948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:08.377410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:08.381799] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:08.386373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:08.386538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:11.392534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:11.398667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:11.404473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:11.409711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:11.409839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:14.416168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:14.421297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:14.427714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:14.433739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:14.433912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:17.440377] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:17.446148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:17.451867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:17.457160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:17.457276] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:20.462768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:20.466873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:20.471904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:20.476346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:20.476490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:23.482686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:23.487441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:23.491618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:23.495353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:23.495432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:26.500182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:26.504400] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:26.508707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:26.513525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:26.513693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:29.517928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:29.521604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:29.524938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:29.528310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:29.528393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:32.532447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:32.536107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:32.539527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:32.542869] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:32.542944] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:35.547755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:35.552141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:35.555994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:35.560246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:35.560387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:38.565686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:38.570287] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:38.574153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:38.578040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:38.578151] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:41.583440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:41.588953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:41.592628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:41.597069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:41.597201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:44.601788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:44.605787] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:44.609386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:44.613038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:44.613127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:47.617933] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:47.622321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:47.626695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:47.631040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:47.631161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:50.636283] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:50.640916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:50.644572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:50.647999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:50.648080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:53.653929] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:53.659085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:53.663446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:53.667382] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:53.667486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:56.672989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:56.677619] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:56.682450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:56.686689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:56.686783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:14:59.691188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:14:59.695087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:14:59.698833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:14:59.702291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:14:59.702374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:02.708690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:02.713846] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:02.718089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:02.722302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:02.722387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:05.728379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:05.733318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:05.737712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:05.741668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:05.741775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:08.747862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:08.756301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:08.760777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:08.765022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:08.765130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:11.770156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:11.774170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:11.783430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:11.791375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:11.791514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:14.798021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:14.802898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:14.807327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:14.811180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:14.811265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:17.815561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:17.819614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:17.827892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:17.832371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:17.832515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:20.838822] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:20.844154] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:20.852336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:20.856679] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:20.856770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:23.862632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:23.867879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:23.873702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:23.879425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:23.879630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:26.885161] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:26.890471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:26.894499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:26.898179] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:26.898270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:29.904899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:29.910280] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:29.915756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:29.920280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:29.920389] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:32.927098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:32.932338] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:32.938562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:32.944343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:32.944515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:35.950088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:35.955071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:35.960814] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:35.964744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:35.964833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:38.971065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:38.977035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:38.981462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:38.986506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:38.986756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:41.992671] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:41.997141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:42.001401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:42.005565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:42.005772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:45.012852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:45.018952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:45.025192] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:45.031270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:45.031443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:48.036246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:48.041274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:48.046154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:48.050433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:48.050544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:51.056957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:51.061248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:51.066018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:51.070122] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:51.070245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:54.076245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:54.081173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:54.086119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:54.090903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:54.091026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:15:57.097272] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:15:57.102547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:15:57.107696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:15:57.112506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:15:57.112661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:00.119495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:00.124041] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:00.127572] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:00.131255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:00.131339] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:03.137814] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:03.142118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:03.146606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:03.150947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:03.151060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:06.353310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:06.388201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:06.422827] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:06.521126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:06.521252] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:09.528689] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:09.535014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:09.540746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:09.545471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:09.545560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:12.551717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:12.556506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:12.560982] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:12.564878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:12.564966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:15.572321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:15.576103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:15.580142] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:15.583708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:15.583783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:18.589734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:18.593558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:18.597309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:18.601014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:18.601232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:21.608060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:21.612961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:21.617538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:21.621444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:21.621550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:24.627342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:24.631785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:24.637076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:24.642614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:24.642820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:27.648306] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:27.652888] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:27.657424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:27.662098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:27.662217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:30.667627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:30.672121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:30.676476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:30.680928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:30.681056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:33.686744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:33.696086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:33.700989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:33.705474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:33.705592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:36.711420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:36.717227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:36.723124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:36.727501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:36.727632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:39.733246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:39.737187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:39.741057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:39.744942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:39.745025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:42.753801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:42.758002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:42.762014] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:42.765987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:42.766110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:45.773157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:45.778729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:45.783921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:45.788719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:45.788818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:48.794040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:48.798352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:48.802340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:48.805952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:48.806036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:51.813308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:51.818491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:51.823360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:51.829314] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:51.829456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:54.835870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:54.841107] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:54.845962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:54.850712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:54.850822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:16:57.857404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:16:57.868903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:16:57.873570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:16:57.878578] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:16:57.878764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:00.884496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:00.890192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:00.894295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:00.898511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:00.898602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:03.904236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:03.909397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:03.914267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:03.918852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:03.918972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:06.925636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:06.930825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:06.937229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:06.943393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:06.943560] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:09.949903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:09.953858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:09.957810] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:09.961612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:09.961739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:12.967817] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:12.971936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:12.976066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:12.980150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:12.980240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:15.985486] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:15.990440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:15.993924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:15.997416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:15.997501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:19.002235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:19.006767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:19.011235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:19.015479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:19.015585] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:22.021180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:22.025063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:22.029699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:22.034274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:22.034365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:25.041533] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:25.047025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:25.051181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:25.055316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:25.055399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:28.062159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:28.066766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:28.070624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:28.074145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:28.074257] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:31.080431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:31.085629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:31.090232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:31.095716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:31.095925] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:34.101310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:34.105372] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:34.109329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:34.113004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:34.113092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:37.119664] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:37.125406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:37.130398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:37.135011] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:37.135126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:40.140852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:40.145190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:40.149815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:40.154620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:40.154748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:43.159898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:43.164449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:43.169577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:43.174711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:43.174863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:46.181421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:46.185428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:46.189597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:46.193670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:46.193778] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:49.200237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:49.206595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:49.211297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:49.215954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:49.216111] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:52.221452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:52.225976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:52.229701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:52.233462] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:52.233557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:55.239807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:55.244426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:55.248880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:55.253115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:55.253325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:17:58.259761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:17:58.265078] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:17:58.270077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:17:58.274711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:17:58.274840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:01.281331] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:01.286026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:01.290495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:01.295190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:01.295368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:04.302003] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:04.308051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:04.313450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:04.319274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:04.319454] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:07.327170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:07.342500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:07.347986] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:07.352630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:07.353296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:10.359736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:10.364127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:10.367901] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:10.371520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:10.371604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:13.377992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:13.382856] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:13.387832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:13.391815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:13.391916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:16.397366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:16.402301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:16.406970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:16.410977] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:16.411089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:19.417054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:19.421182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:19.424924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:19.429490] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:19.429634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:22.436355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:22.444800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:22.449867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:22.454226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:22.454330] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:25.461101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:25.466921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:25.471772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:25.476051] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:25.476139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:28.489178] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:28.493794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:28.497532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:28.502240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:28.502403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:31.512676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:31.517720] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:31.521880] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:31.526494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:31.526700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:34.531568] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:34.535611] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:34.540499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:34.545295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:34.545402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:37.551761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:37.557744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:37.563520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:37.568304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:37.568443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:40.573419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:40.577479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:40.581576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:40.586020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:40.586133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:43.592908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:43.598473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:43.603705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:43.607891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:43.608025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:46.615121] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:46.619424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:46.624108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:46.628714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:46.628800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:49.636930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:49.642494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:49.648333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:49.653874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:49.654034] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:52.660041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:52.665578] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:52.670078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:52.674228] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:52.674342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:55.681339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:55.685936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:55.691947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:55.696683] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:55.696796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:18:58.702313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:18:58.708175] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:18:58.714033] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:18:58.719680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:18:58.719834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:01.725000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:01.729409] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:01.732985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:01.737496] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:01.737599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:04.744589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:04.749410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:04.754010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:04.759324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:04.759515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:07.769031] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:07.775701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:07.780804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:07.785054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:07.785178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:10.790370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:10.795264] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:10.802356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:10.806130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:10.806212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:13.812193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:13.816691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:13.825327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:13.830097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:13.830266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:16.835913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:16.840697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:16.846375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:16.851001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:16.851108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:19.857456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:19.862350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:19.866485] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:19.870766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:19.870873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:22.876520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:22.880710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:22.884807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:22.889035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:22.889134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:25.894706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:25.898988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:25.902714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:25.906860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:25.907041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:28.913588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:28.918452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:28.922339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:28.926070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:28.926153] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:31.930949] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:31.935213] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:31.939292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:31.943086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:31.943170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:34.949835] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:34.954632] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:34.958892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:34.962771] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:34.962876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:37.970086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:37.976275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:37.982756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:37.988269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:37.988361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:40.993412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:40.997063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:41.000608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:41.005533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:41.005730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:44.011048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:44.014976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:44.018564] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:44.022090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:44.022173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:47.026749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:47.031127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:47.035957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:47.041134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:47.041256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:50.046957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:50.051138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:50.054801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:50.058367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:50.058451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:53.064740] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:53.071422] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:53.077026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:53.082702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:53.082863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:56.087854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:56.092546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:56.096973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:56.101221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:56.101318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:19:59.106947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:19:59.112835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:19:59.118268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:19:59.123847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:19:59.124015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:02.129086] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:02.133279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:02.138153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:02.142611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:02.142769] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:05.147475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:05.151976] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:05.156328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:05.160328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:05.160414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:08.446030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:08.451628] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:08.456968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:08.461499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:08.461602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:11.466856] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:11.472130] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:11.476755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:11.480742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:11.480830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:14.486444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:14.491046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:14.495727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:14.500229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:14.500324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:17.508386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:17.514276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:17.518401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:17.522315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:17.522392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:20.528116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:20.532453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:20.539193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:20.546426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:20.546762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:23.552015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:23.556897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:23.561368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:23.565619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:23.565751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:26.574808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:26.581410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:26.589781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:26.596929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:26.597094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:29.602557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:29.608098] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:29.612617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:29.616581] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:29.616707] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:32.622197] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:32.627231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:32.631724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:32.635713] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:32.635833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:35.641618] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:35.646594] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:35.651267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:35.655324] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:35.655435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:38.661922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:38.668519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:38.674061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:38.679523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:38.679727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:41.684409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:41.688777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:41.693319] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:41.697302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:41.697426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:44.702232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:44.706081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:44.710261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:44.714825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:44.714951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:47.721496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:47.726744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:47.730937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:47.735042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:47.735182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:50.768795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:50.774329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:50.779753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:50.784786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:50.784918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:53.792171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:53.799423] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:53.806008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:53.812966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:53.813120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:56.820053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:56.825792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:56.832037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:56.837107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:56.837230] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:20:59.842589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:20:59.847309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:20:59.852617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:20:59.857560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:20:59.857797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:02.862257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:02.866037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:02.869749] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:02.873806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:02.873909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:05.878963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:05.883845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:05.888304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:05.892408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:05.892522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:08.898500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:08.902977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:08.907585] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:08.911096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:08.911172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:11.919396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:11.925482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:11.930394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:11.934412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:11.934545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:14.940471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:14.944944] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:14.948626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:14.952670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:14.952775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:17.959895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:17.964681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:17.968898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:17.972865] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:17.972947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:20.977897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:20.982181] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:20.986771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:20.991562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:20.991700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:23.998491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:24.003563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:24.008026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:24.013576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:24.013724] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:27.019180] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:27.023253] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:27.027073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:27.031265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:27.031375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:30.036220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:30.040512] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:30.044949] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:30.049466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:30.049620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:33.055963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:33.060674] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:33.065875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:33.070889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:33.071015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:36.077935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:36.082961] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:36.088535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:36.093584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:36.093785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:39.386354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:39.391685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:39.422770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:39.426911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:39.426989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:42.433241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:42.438804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:42.444599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:42.449818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:42.449937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:45.454484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:45.458753] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:45.462796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:45.466685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:45.466782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:48.472258] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:48.477109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:48.481735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:48.486229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:48.486415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:51.493325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:51.498406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:51.502974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:51.508934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:51.509059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:54.514987] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:54.518979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:54.522989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:54.526987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:54.527085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:21:57.532268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:21:57.536359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:21:57.540408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:21:57.544368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:21:57.544466] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:00.550196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:00.555734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:00.560440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:00.564878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:00.564979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:03.570379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:03.574760] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:03.579372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:03.583097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:03.583184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:06.592364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:06.597044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:06.601563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:06.606092] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:06.606232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:09.613521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:09.618670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:09.623493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:09.627411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:09.627514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:12.632744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:12.636370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:12.640211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:12.644674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:12.644943] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:15.652193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:15.658878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:15.663577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:15.667755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:15.668145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:18.674011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:18.678990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:18.683092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:18.687008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:18.687101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:21.693918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:21.700100] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:21.704447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:21.709220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:21.709325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:24.713705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:24.717783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:24.722221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:24.727163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:24.727324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:27.732837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:27.737083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:27.747698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:27.751319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:27.751402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:30.758315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:30.763728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:30.768303] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:30.772779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:30.772905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:33.778243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:33.782744] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:33.787035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:33.791912] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:33.792031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:36.798412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:36.802590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:36.807015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:36.811408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:36.811573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:39.817836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:39.822852] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:39.828925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:39.833012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:39.833112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:42.838451] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:42.843333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:42.848614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:42.853543] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:42.853685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:45.860137] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:45.864230] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:45.868497] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:45.872283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:45.872375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:48.877696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:48.882914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:48.888452] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:48.893688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:48.893864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:51.899491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:51.903870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:51.907863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:51.912073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:51.912199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:54.916767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:54.921526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:54.925731] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:54.929787] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:54.929899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:22:57.935896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:22:57.941325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:22:57.945292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:22:57.948991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:22:57.949087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:00.957629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:00.961747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:00.965738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:00.970333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:00.970442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:03.975773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:03.980184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:03.984258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:03.988439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:03.988535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:06.994083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:07.002081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:07.006828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:07.011345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:07.011474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:10.018040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:10.023560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:10.029250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:10.033404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:10.033503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:13.039827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:13.044047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:13.048763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:13.054333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:13.054478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:16.061587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:16.066939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:16.071754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:16.075857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:16.075937] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:19.082261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:19.087255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:19.092677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:19.097130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:19.097217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:22.102610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:22.106874] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:22.111372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:22.115523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:22.115619] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:25.122077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:25.126309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:25.130666] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:25.134698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:25.134802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:28.141573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:28.147870] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:28.153027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:28.157766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:28.157854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:31.164462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:31.168622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:31.172414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:31.176125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:31.176210] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:34.182402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:34.186757] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:34.191111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:34.195356] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:34.195495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:37.201977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:37.208147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:37.214695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:37.220963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:37.221140] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:40.226373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:40.231539] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:40.236920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:40.241567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:40.241713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:43.246104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:43.255272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:43.260039] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:43.263768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:43.263852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:46.269784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:46.275169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:46.279518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:46.283518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:46.283609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:49.289426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:49.324676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:49.359860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:49.365245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:49.365380] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:52.371964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:52.377759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:52.381984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:52.386688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:52.386794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:55.391409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:55.395559] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:55.399149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:55.402637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:55.402756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:23:58.408968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:23:58.414103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:23:58.420279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:23:58.426979] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:23:58.427078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:01.431259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:01.434741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:01.438188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:01.441794] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:01.441880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:04.446716] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:04.450954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:04.455719] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:04.461271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:04.461422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:07.467091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:07.472515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:07.477541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:07.481900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:07.482008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:10.492583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:10.497832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:10.503015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:10.508296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:10.508417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:13.516627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:13.524861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:13.532425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:13.539405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:13.539777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:16.545899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:16.550820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:16.555494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:16.559571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:16.559699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:19.565602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:19.569721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:19.574247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:19.578012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:19.578095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:22.582702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:22.587239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:22.591439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:22.594987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:22.595066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:25.600358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:25.604859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:25.608947] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:25.612742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:25.612834] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:28.618540] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:28.622857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:28.626320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:28.629706] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:28.629788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:31.635686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:31.639526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:31.643144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:31.646530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:31.646609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:34.652849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:34.657683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:34.662891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:34.667243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:34.667344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:37.672837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:37.677045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:37.681519] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:37.686878] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:37.687008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:40.693637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:40.699215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:40.705420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:40.711273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:40.711413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:43.716525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:43.721062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:43.725580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:43.730056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:43.730166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:46.735500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:46.740402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:46.745045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:46.749978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:46.750096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:49.757053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:49.761120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:49.764905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:49.769163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:49.769249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:52.775896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:52.782065] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:52.787470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:52.792825] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:52.793001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:55.798027] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:55.802867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:55.807555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:55.811695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:55.811777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:24:58.817807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:24:58.821904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:24:58.826266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:24:58.830939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:24:58.831042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:01.838471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:01.843673] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:01.850115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:01.856320] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:01.856473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:04.862608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:04.868627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:04.873844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:04.878738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:04.878863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:07.885074] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:07.890835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:07.896419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:07.900975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:07.901138] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:10.907315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:10.916178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:10.921491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:10.925975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:10.926112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:13.936703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:13.940995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:13.946154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:13.950782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:13.950893] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:16.956737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:16.960858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:16.964609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:16.968315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:16.968413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:19.975278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:19.980885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:19.986049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:19.991005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:19.991169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:22.999623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:23.005502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:23.012972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:23.019753] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:23.019930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:26.028383] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:26.034251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:26.039857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:26.045315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:26.045422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:29.051091] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:29.055967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:29.061713] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:29.065728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:29.065814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:32.071959] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:32.076670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:32.082876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:32.089425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:32.089616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:35.095686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:35.100249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:35.106259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:35.112220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:35.112388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:38.118023] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:38.123298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:38.127970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:38.131891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:38.131974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:41.229743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:41.235690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:41.243235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:41.252373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:41.252500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:44.259126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:44.264086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:44.268439] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:44.273187] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:44.273311] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:47.277900] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:47.283697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:47.288692] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:47.293767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:47.293905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:50.299066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:50.304049] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:50.310377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:50.314802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:50.314903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:53.320034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:53.324709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:53.329272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:53.333312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:53.333414] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:56.338494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:56.342698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:56.346489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:56.353271] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:56.353402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:25:59.362152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:25:59.366878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:25:59.372285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:25:59.376802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:25:59.376898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:02.383145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:02.388251] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:02.394071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:02.400110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:02.400417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:05.405964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:05.410601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:05.414928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:05.418631] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:05.418741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:08.423276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:08.427468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:08.431686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:08.436069] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:08.436160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:11.441596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:11.447983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:11.455271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:11.461886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:11.462083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:14.468455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:14.473064] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:14.477750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:14.481956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:14.482059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:17.487619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:17.491465] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:17.495173] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:17.498932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:17.499023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:20.504549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:20.508944] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:20.513230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:20.517291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:20.517411] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:23.524260] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:23.529196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:23.534252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:23.538634] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:23.538770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:26.545265] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:26.550827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:26.557102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:26.562606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:26.562740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:29.569152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:29.573991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:29.579296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:29.583345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:29.583437] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:32.589805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:32.594081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:32.598077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:32.601710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:32.601793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:35.606573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:35.610842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:35.614483] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:35.618238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:35.618332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:38.623087] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:38.627000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:38.630849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:38.634668] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:38.634746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:41.644402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:41.655861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:41.664372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:41.668914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:41.669026] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:44.673477] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:44.678729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:44.683269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:44.688111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:44.688239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:47.696499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:47.702605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:47.707073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:47.712333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:47.712463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:50.718738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:50.722664] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:50.726405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:50.729942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:50.730024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:53.737396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:53.741963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:53.745525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:53.749118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:53.749203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:56.756848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:56.761843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:56.765829] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:56.769769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:56.769869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:26:59.775598] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:26:59.780710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:26:59.785201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:26:59.789919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:26:59.790043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:02.794799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:02.799770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:02.804515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:02.808945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:02.809066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:05.816677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:05.821463] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:05.827025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:05.831558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:05.831681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:08.839972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:08.845567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:08.851597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:08.857966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:08.858166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:11.865152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:11.870526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:11.875087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:11.879450] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:11.879538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:14.886413] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:14.890875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:14.895053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:14.898764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:14.898861] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:17.904196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:17.908201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:17.911968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:17.915792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:17.915882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:20.923351] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:20.927913] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:20.931771] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:20.935368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:20.935465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:23.944024] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:23.951933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:23.957832] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:23.962380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:23.962549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:26.968833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:26.973688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:26.977617] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:26.981812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:26.981914] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:29.988276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:29.992892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:29.996575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:30.000520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:30.000605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:33.006294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:33.011610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:33.016352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:33.020948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:33.021043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:36.027765] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:36.033249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:36.042838] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:36.048993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:36.049135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:39.054807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:39.059412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:39.064130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:39.068984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:39.069190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:42.076107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:42.080998] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:42.085664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:42.381502] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:42.381865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:45.388025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:45.392686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:45.397026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:45.401096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:45.401187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:48.407233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:48.413405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:48.419194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:48.424368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:48.424536] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:51.431141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:51.436211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:51.440891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:51.446394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:51.446501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:54.453700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:54.459548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:54.464530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:54.469927] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:54.470039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:27:57.477634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:27:57.482066] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:27:57.485773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:27:57.490550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:27:57.490938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:00.497284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:00.504062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:00.508635] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:00.513041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:00.513141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:03.518955] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:03.524035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:03.528150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:03.532086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:03.532166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:06.537729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:06.542832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:06.546938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:06.552125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:06.552273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:09.556882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:09.560738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:09.564329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:09.567889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:09.567996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:12.572853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:12.578086] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:12.583358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:12.588020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:12.588127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:15.593536] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:15.597801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:15.601796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:15.606779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:15.606933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:18.611672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:18.616119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:18.620613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:18.624404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:18.624512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:21.630104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:21.634708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:21.639247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:21.643486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:21.643589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:24.648068] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:24.651712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:24.655261] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:24.658876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:24.658999] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:27.665731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:27.670848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:27.675246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:27.679306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:27.679391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:30.685769] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:30.691524] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:30.696833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:30.700583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:30.700700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:33.706828] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:33.711666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:33.716689] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:33.721296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:33.721416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:36.728089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:36.732727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:36.737162] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:36.741568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:36.741715] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:39.746945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:39.750781] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:39.754294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:39.757792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:39.757875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:42.763816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:42.768449] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:42.773351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:42.777432] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:42.777544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:45.783037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:45.786956] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:45.790409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:45.793949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:45.794018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:48.800855] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:48.808370] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:48.813778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:48.818948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:48.819229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:51.826516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:51.831499] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:51.835608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:51.840735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:51.840842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:54.846770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:54.851160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:54.855070] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:54.858934] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:54.859031] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:28:57.863885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:28:57.868380] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:28:57.872257] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:28:57.876181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:28:57.876271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:00.881583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:00.885637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:00.889865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:00.893564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:00.893669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:03.900114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:03.904453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:03.908339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:03.912009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:03.912092] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:06.916880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:06.921585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:06.926811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:06.931048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:06.931155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:09.940035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:09.945844] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:09.952043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:09.957369] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:09.957522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:12.968169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:12.974303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:12.980807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:12.985822] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:12.985918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:15.990709] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:15.994445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:15.998032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:16.001447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:16.001528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:19.007249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:19.013182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:19.018919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:19.023215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:19.023313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:22.028890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:22.033965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:22.039096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:22.043666] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:22.043768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:25.048984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:25.053721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:25.058511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:25.063026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:25.063138] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:28.069537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:28.075016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:28.079615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:28.084138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:28.084263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:31.093405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:31.098444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:31.103101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:31.107697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:31.107824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:34.113273] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:34.117995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:34.122038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:34.126089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:34.126203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:37.132558] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:37.137306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:37.142043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:37.146292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:37.146373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:40.152622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:40.156960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:40.160853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:40.164595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:40.164705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:43.261045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:43.295876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:43.302629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:43.308326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:43.308526] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:46.313133] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:46.317344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:46.321472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:46.325685] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:46.325788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:49.330467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:49.334336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:49.338582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:49.342397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:49.342500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:52.348679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:52.352765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:52.358108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:52.362590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:52.362865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:55.369948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:55.374424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:55.378458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:55.385501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:55.385608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:29:58.391130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:29:58.395695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:29:58.400133] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:29:58.404567] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:29:58.404762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:01.410288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:01.415170] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:01.420464] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:01.427407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:01.427537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:04.434022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:04.439577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:04.444027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:04.449283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:04.449428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:07.455502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:07.460638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:07.465610] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:07.472385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:07.472521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:10.479700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:10.485166] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:10.489711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:10.495111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:10.495291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:13.501447] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:13.506027] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:13.511981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:13.516698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:13.516796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:16.521506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:16.525885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:16.530848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:16.534915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:16.535012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:19.540173] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:19.544833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:19.549437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:19.554071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:19.554244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:22.559608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:22.565289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:22.570682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:22.577510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:22.577816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:25.582686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:25.587326] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:25.591565] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:25.595767] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:25.595907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:28.601083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:28.605267] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:28.609373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:28.613215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:28.613376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:31.619338] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:31.623746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:31.628038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:31.633010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:31.633150] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:34.637964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:34.641719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:34.645587] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:34.649224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:34.649305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:37.653500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:37.657683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:37.661575] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:37.665427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:37.665519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:40.670246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:40.674311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:40.678336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:40.682049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:40.682143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:43.688117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:43.693667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:43.699249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:43.703470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:43.703555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:46.709417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:46.713707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:46.717803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:46.721810] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:46.721899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:49.728369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:49.733702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:49.737728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:49.742508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:49.742676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:52.779141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:52.784966] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:52.789614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:52.794549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:52.794875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:55.804047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:55.810829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:55.816791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:55.822397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:55.822605] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:30:58.830601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:30:58.835471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:30:58.840304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:30:58.844968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:30:58.845056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:01.851481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:01.856374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:01.862273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:01.866879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:01.867033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:04.874762] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:04.884478] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:04.889471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:04.893589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:04.893729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:07.899361] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:07.903920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:07.909163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:07.914288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:07.914578] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:10.920316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:10.925160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:10.930042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:10.935209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:10.935336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:13.940760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:13.945699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:13.951217] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:13.955760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:13.955842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:16.961757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:16.965745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:16.969228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:16.973885] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:16.973974] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:19.983554] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:19.988412] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:19.994043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:19.999147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:19.999347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:23.004706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:23.008798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:23.012636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:23.016923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:23.017078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:26.023288] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:26.028235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:26.032503] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:26.037819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:26.037967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:29.045842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:29.050018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:29.054149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:29.058104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:29.058213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:32.063487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:32.067525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:32.072135] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:32.076789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:32.076890] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:35.081548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:35.086515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:35.090547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:35.094119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:35.094200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:38.100026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:38.104803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:38.109040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:38.113682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:38.113764] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:41.121878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:41.127157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:41.132426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:41.137461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:41.137611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:44.143009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:44.149173] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:44.155373] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:44.161052] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:44.161237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:47.166375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:47.170371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:47.174352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:47.178305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:47.178401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:50.184927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:50.189199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:50.193388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:50.197272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:50.197356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:53.202847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:53.207443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:53.211108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:53.215354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:53.215439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:56.220506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:56.224217] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:56.227868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:56.231435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:56.231527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:31:59.237914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:31:59.242696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:31:59.247165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:31:59.250931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:31:59.251016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:02.257282] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:02.263190] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:02.269015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:02.273401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:02.273552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:05.278419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:05.282288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:05.286049] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:05.290136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:05.290240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:08.294608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:08.299042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:08.303306] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:08.307744] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:08.307864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:11.313153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:11.317274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:11.321183] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:11.325816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:11.325913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:14.332390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:14.336766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:14.341035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:14.344620] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:14.344721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:17.350854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:17.355755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:17.360108] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:17.364404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:17.364704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:20.371044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:20.376196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:20.381396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:20.386414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:20.386534] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:23.390833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:23.394683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:23.399350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:23.403593] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:23.403717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:26.407973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:26.411536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:26.415072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:26.418781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:26.418867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:29.425153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:29.430747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:29.435606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:29.441132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:29.441239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:32.447518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:32.453176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:32.462284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:32.467834] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:32.468045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:35.473103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:35.477284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:35.482170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:35.486190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:35.486274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:38.492611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:38.496954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:38.501714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:38.507902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:38.508096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:41.513482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:41.518811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:41.524062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:41.528378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:41.528490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:44.533390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:44.538030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:44.542735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:44.547327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:44.547481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:47.553804] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:47.559044] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:47.564137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:47.568438] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:47.568524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:50.573498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:50.577060] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:50.580943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:50.585949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:50.586118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:53.592415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:53.596899] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:53.600716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:53.604759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:53.604849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:56.609863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:56.613812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:56.617541] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:56.625389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:56.625500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:32:59.631116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:32:59.635148] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:32:59.639094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:32:59.642603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:32:59.642706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:02.649255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:02.654079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:02.657913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:02.662731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:02.662878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:05.671191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:05.677432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:05.683362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:05.688909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:05.689049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:08.694129] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:08.698836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:08.703194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:08.706925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:08.707006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:11.712882] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:11.718830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:11.723266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:11.727261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:11.727369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:14.733429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:14.738437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:14.743592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:14.747549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:14.747628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:17.753171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:17.756667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:17.760455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:17.764280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:17.764361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:20.772188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:20.778277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:20.783154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:20.788268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:20.788405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:23.792746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:23.797426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:23.801414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:23.805169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:23.805277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:26.811761] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:26.815868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:26.819514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:26.823075] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:26.823170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:29.828370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:29.832168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:29.835999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:29.843965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:29.844068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:32.848696] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:32.853266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:32.857023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:32.860835] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:32.860927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:35.867044] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:35.871271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:35.874975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:35.878823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:35.878910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:38.885707] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:38.890176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:38.894290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:38.897775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:38.897854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:41.904182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:41.911156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:41.915804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:41.921830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:41.922062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:44.929548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:44.935030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:44.940431] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:44.944254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:44.944357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:47.949120] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:47.952999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:47.956796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:47.960901] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:47.960989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:50.968725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:51.006486] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:51.044351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:51.050528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:51.050719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:54.057984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:54.063077] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:54.068846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:54.073145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:54.073275] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:33:57.079109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:33:57.085315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:33:57.090223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:33:57.095858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:33:57.095989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:00.102879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:00.107827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:00.113584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:00.118633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:00.118775] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:03.123376] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:03.127949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:03.132743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:03.136967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:03.137057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:06.142732] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:06.147563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:06.152451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:06.157121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:06.157280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:09.162266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:09.167032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:09.172112] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:09.176993] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:09.177078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:12.183341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:12.188211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:12.192390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:12.196332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:12.196415] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:15.201708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:15.206518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:15.212120] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:15.218189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:15.218544] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:18.224840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:18.229530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:18.233987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:18.240298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:18.240567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:21.247619] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:21.252258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:21.257272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:21.263119] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:21.263498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:24.270041] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:24.275627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:24.280264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:24.284307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:24.284392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:27.289924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:27.294595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:27.298776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:27.303498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:27.303677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:30.308610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:30.312460] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:30.316254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:30.321127] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:30.321224] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:33.327246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:33.332009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:33.336032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:33.340166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:33.340265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:36.347528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:36.352047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:36.357001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:36.361280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:36.361378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:39.366375] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:39.370450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:39.373871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:39.377262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:39.377341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:42.383911] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:42.388336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:42.392801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:42.397349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:42.397463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:45.404538] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:45.410088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:45.414442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:45.418527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:45.418632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:48.423886] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:48.428052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:48.432124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:48.436034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:48.436123] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:51.442666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:51.446830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:51.451144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:51.455735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:51.455882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:54.461841] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:54.467284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:54.471805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:54.475711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:54.475802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:34:57.482340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:34:57.487215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:34:57.491934] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:34:57.496129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:34:57.496218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:00.503094] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:00.507752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:00.511582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:00.515112] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:00.515194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:03.520325] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:03.524018] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:03.527896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:03.531378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:03.531459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:06.536516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:06.540302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:06.543841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:06.547394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:06.547476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:09.552865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:09.556719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:09.561298] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:09.565556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:09.565675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:12.572372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:12.576147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:12.579842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:12.583333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:12.583420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:15.589621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:15.593934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:15.598235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:15.601946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:15.602029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:18.607268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:18.611105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:18.614976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:18.618928] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:18.619025] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:21.624215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:21.628385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:21.632100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:21.636167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:21.636249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:24.643235] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:24.647517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:24.651629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:24.656074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:24.656168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:27.661357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:27.665341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:27.669200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:27.674697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:27.674833] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:30.680627] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:30.685042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:30.690268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:30.695614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:30.695748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:33.702507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:33.707309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:33.711465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:33.715505] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:33.715624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:36.723308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:36.728749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:36.734628] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:36.740936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:36.741131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:39.747973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:39.752152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:39.757069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:39.761132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:39.761235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:42.766698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:42.771017] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:42.775582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:42.779790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:42.779891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:45.785107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:45.789381] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:45.793385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:45.797312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:45.797442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:48.804033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:48.809571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:48.814489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:48.818798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:48.818903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:51.824850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:51.829536] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:51.834290] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:51.838735] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:51.838826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:54.843975] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:54.848428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:54.852776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:54.857042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:54.857141] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:35:57.861563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:35:57.865572] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:35:57.869241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:35:57.873763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:35:57.873856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:00.879922] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:00.884232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:00.888249] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:00.892337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:00.892431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:03.897408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:03.901883] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:03.905459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:03.909305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:03.909396] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:06.915916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:06.919734] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:06.923664] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:06.927968] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:06.928069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:09.935563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:09.940908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:09.946395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:09.956983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:09.957168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:12.962191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:12.966269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:12.970828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:12.975998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:12.976191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:15.982937] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:15.988689] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:16.000076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:16.003959] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:16.004062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:19.009805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:19.014951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:19.020289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:19.024351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:19.024447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:22.029098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:22.032859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:22.036833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:22.040415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:22.040497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:25.044876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:25.048951] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:25.053016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:25.056699] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:25.056824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:28.061153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:28.065482] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:28.069787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:28.073544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:28.073628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:31.078710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:31.084048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:31.088375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:31.092468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:31.092553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:34.097736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:34.101865] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:34.106797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:34.110232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:34.110313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:37.115617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:37.119404] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:37.122925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:37.126416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:37.126498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:40.130799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:40.134492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:40.138159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:40.141891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:40.141972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:43.148230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:43.153433] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:43.159211] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:43.163365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:43.163463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:46.170166] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:46.176347] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:46.181194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:46.185258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:46.185360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:49.191117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:49.196378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:49.202222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:49.207486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:49.207683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:52.213354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:52.219003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:52.224294] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:52.229018] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:52.229146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:55.234704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:55.240174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:55.245745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:55.251723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:55.251892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:36:58.256316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:36:58.260789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:36:58.265520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:36:58.269224] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:36:58.269309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:01.275017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:01.279238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:01.283890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:01.287569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:01.287675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:04.293083] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:04.297001] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:04.300975] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:04.304548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:04.304634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:07.309512] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:07.313279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:07.317072] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:07.320671] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:07.320747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:10.327876] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:10.333087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:10.338671] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:10.342629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:10.342753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:13.348071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:13.352108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:13.356082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:13.360319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:13.360445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:16.365885] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:16.370491] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:16.374928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:16.378673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:16.378773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:19.385417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:19.389962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:19.394566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:19.400093] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:19.400228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:22.405030] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:22.409995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:22.414842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:22.418978] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:22.419066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:25.423480] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:25.427249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:25.431109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:25.434808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:25.434910] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:28.440837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:28.445157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:28.449027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:28.453184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:28.453280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:31.458687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:31.463699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:31.468591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:31.472665] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:31.472760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:34.478253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:34.482019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:34.485553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:34.490242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:34.490337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:37.496634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:37.501887] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:37.506095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:37.510848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:37.511008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:40.520544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:40.526831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:40.532268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:40.537201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:40.537328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:43.542842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:43.547873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:43.551804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:43.555766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:43.555864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:46.561381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:46.565931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:46.570285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:46.573769] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:46.573867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:49.579820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:49.584435] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:49.588865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:49.593102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:49.593214] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:52.597676] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:52.601867] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:52.606204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:52.609990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:52.610082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:55.615840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:55.621383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:55.626061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:55.631216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:55.631390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:37:58.636748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:37:58.641346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:37:58.645825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:37:58.650353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:37:58.650450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:01.657016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:01.661191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:01.664740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:01.669416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:01.669590] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:04.675702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:04.682531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:04.686863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:04.691222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:04.691332] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:07.697345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:07.701848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:07.706138] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:07.710612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:07.710759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:10.720434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:10.725137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:10.731022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:10.736022] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:10.736120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:13.741145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:13.746997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:13.751964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:13.756726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:13.756820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:16.762810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:16.767039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:16.771309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:16.774739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:16.774821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:19.779438] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:19.783445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:19.788127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:19.793174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:19.793295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:22.799240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:22.804319] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:22.809472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:22.814426] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:22.814552] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:25.820815] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:25.826635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:25.831706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:25.835842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:25.835949] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:28.841163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:28.845871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:28.850337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:28.854076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:28.854168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:31.860551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:31.865573] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:31.870362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:31.874463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:31.874569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:34.880099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:34.884931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:34.889636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:34.894286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:34.894397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:37.899546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:37.903284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:37.906930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:37.910726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:37.910808] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:40.916026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:40.920954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:40.925480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:40.929807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:40.929961] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:43.934982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:43.938755] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:43.942317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:43.946513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:43.946630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:46.951246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:46.955525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:46.960544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:46.964164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:46.964249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:49.968730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:49.972614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:49.976360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:49.980107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:49.980199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:52.986897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:52.993063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:52.998097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:53.003164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:53.003333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:56.010203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:56.015557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:56.021233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:56.025919] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:56.026088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:38:59.032678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:38:59.038257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:38:59.043367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:38:59.048378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:38:59.048519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:02.054230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:02.059933] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:02.064164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:02.068786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:02.068899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:05.074015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:05.079193] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:05.084066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:05.088971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:05.089127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:08.093879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:08.097779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:08.101427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:08.105409] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:08.105495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:11.109668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:11.113571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:11.117110] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:11.120588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:11.120692] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:14.126441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:14.132924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:14.138846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:14.144269] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:14.144403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:17.450266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:17.486328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:17.521237] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:17.598184] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:17.598308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:20.605532] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:20.610468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:20.615063] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:20.620029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:20.620188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:23.626434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:23.632634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:23.637586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:23.643263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:23.643369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:26.649318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:26.654454] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:26.658944] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:26.663412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:26.663561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:29.671555] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:29.677464] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:29.682402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:29.687313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:29.687460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:32.694253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:32.698681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:32.703148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:32.707264] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:32.707357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:35.712113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:35.717546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:35.723467] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:35.728702] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:35.728855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:38.736061] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:38.742352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:38.747386] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:38.752732] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:38.752932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:41.759028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:41.763909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:41.768478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:41.773041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:41.773251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:44.779322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:44.783683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:44.787750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:44.791823] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:44.791927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:47.799427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:47.804967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:47.810329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:47.815114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:47.815347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:50.821895] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:50.825947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:50.831909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:50.837670] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:50.837796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:53.844160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:53.849503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:53.854995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:53.860201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:53.860363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:56.867278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:56.871926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:56.876515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:56.881435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:56.881575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:39:59.890187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:39:59.896606] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:39:59.902931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:39:59.908105] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:39:59.908237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:02.916247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:02.921968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:02.927919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:02.934296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:02.934459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:05.938973] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:05.943804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:05.947851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:05.951569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:05.951677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:08.957880] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:08.963600] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:08.968716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:08.973016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:08.973136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:11.980698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:11.986121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:11.990938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:11.995576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:11.995751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:15.002775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:15.013289] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:15.019010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:15.024149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:15.024299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:18.030290] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:18.227754] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:18.262419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:18.267235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:18.267377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:21.273574] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:21.278617] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:21.284206] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:21.288455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:21.288545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:24.294586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:24.300385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:24.305888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:24.310709] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:24.310864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:27.316692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:27.322053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:27.327636] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:27.333277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:27.333408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:30.339294] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:30.344466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:30.348721] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:30.353097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:30.353213] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:33.358867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:33.363824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:33.368977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:33.374243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:33.374430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:36.380380] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:36.384314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:36.389172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:36.396159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:36.396305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:39.402381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:39.407142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:39.412248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:39.418302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:39.418471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:42.425281] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:42.430206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:42.435123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:42.441615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:42.441852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:45.447170] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:45.450884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:45.454315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:45.458077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:45.458162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:48.463269] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:48.467589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:48.472520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:48.476781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:48.476869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:51.483143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:51.487194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:51.492446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:51.496742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:51.496836] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:54.530942] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:54.536346] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:54.541020] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:54.545888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:54.546020] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:40:57.556201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:40:57.562013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:40:57.568865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:40:57.574197] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:40:57.574456] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:00.581513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:00.586593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:00.592243] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:00.597776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:00.598107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:03.604600] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:03.610088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:03.616272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:03.622600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:03.622806] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:06.628706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:06.634479] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:06.639403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:06.643778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:06.643862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:09.648859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:09.653102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:09.657442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:09.661818] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:09.661951] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:12.666291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:12.670365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:12.674144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:12.677918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:12.678039] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:15.684190] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:15.690543] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:15.696139] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:15.702562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:15.703157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:18.707584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:18.711849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:18.716170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:18.719775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:18.719860] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:21.724453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:21.728385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:21.732169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:21.736142] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:21.736220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:24.741840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:24.746784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:24.750974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:24.755009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:24.755130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:27.760214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:27.764239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:27.768318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:27.772545] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:27.772669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:30.777605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:30.781798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:30.785757] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:30.790626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:30.790757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:33.796445] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:33.801630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:33.807178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:33.811782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:33.811873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:36.817444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:36.822834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:36.827126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:36.831114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:36.831217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:39.836810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:39.841037] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:39.844688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:39.848254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:39.848340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:42.854797] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:42.861071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:42.865236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:42.870360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:42.870732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:45.876418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:45.880896] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:45.885256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:45.889406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:45.889489] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:48.900032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:48.904780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:48.909684] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:48.913632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:48.913737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:51.921370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:51.927324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:51.932907] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:51.937841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:51.938073] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:54.945407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:54.951255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:54.957511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:54.963498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:54.963823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:41:57.969612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:41:57.973218] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:41:57.976703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:41:57.980364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:41:57.980452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:00.987575] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:00.992726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:00.997115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:01.001097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:01.001179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:04.009103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:04.014325] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:04.018552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:04.022286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:04.022375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:07.027953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:07.032356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:07.036921] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:07.042140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:07.042283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:10.049388] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:10.054274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:10.058784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:10.063015] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:10.063106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:13.070463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:13.075561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:13.080896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:13.085243] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:13.085397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:16.090735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:16.094421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:16.098098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:16.102750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:16.102835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:19.108246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:19.112765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:19.116690] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:19.120327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:19.120403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:22.126340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:22.130336] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:22.134581] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:22.138768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:22.138882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:25.144544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:25.149295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:25.154140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:25.158953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:25.159060] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:28.165406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:28.170152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:28.173937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:28.177720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:28.177804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:31.182958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:31.186788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:31.190568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:31.194494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:31.194588] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:34.203853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:34.209994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:34.215025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:34.220246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:34.220365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:37.227441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:37.233047] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:37.239526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:37.244595] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:37.244723] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:40.250984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:40.256455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:40.261246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:40.265303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:40.265390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:43.271912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:43.276323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:43.280908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:43.285708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:43.285867] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:46.291253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:46.295563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:46.299710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:46.303379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:46.303469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:49.308472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:49.313385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:49.318054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:49.321871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:49.322093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:52.327359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:52.331579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:52.336095] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:52.340408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:52.340522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:55.347128] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:55.351597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:55.355408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:55.359044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:55.359135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:42:58.365159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:42:58.370394] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:42:58.374994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:42:58.379044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:42:58.379144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:01.386373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:01.391249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:01.395114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:01.399350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:01.399439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:04.405498] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:04.410703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:04.415247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:04.419278] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:04.419372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:07.425205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:07.430443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:07.434514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:07.438960] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:07.439182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:10.444455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:10.448177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:10.452149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:10.455997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:10.456086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:13.463921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:13.470489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:13.476870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:13.483235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:13.483580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:16.489748] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:16.493493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:16.497864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:16.502196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:16.502320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:19.509039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:19.514802] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:19.519708] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:19.524245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:19.524347] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:22.528690] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:22.532238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:22.536065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:22.539848] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:22.539936] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:25.544773] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:25.548597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:25.552566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:25.556065] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:25.556149] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:28.562109] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:28.567133] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:28.571744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:28.575375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:28.575464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:31.581292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:31.585458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:31.589270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:31.593078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:31.593170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:34.598032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:34.601741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:34.605329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:34.609160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:34.609265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:37.614851] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:37.618697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:37.622673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:37.627026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:37.627155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:40.632672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:40.636633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:40.640760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:40.644441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:40.644547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:43.650524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:43.657125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:43.661891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:43.666186] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:43.666308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:46.671624] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:46.676391] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:46.681360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:46.685757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:46.685843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:49.692791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:49.699235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:49.709850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:49.714583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:49.714785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:52.719059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:52.752695] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:52.787537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:52.791714] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:52.791812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:55.798015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:55.802160] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:55.805985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:55.811503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:55.811748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:43:58.816854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:43:58.821413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:43:58.826509] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:43:58.831175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:43:58.831299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:01.835799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:01.839825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:01.843604] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:01.847453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:01.847542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:04.853263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:04.857354] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:04.862264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:04.868306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:04.868531] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:07.874114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:07.882954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:07.889618] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:07.894399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:07.894485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:10.899853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:10.904136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:10.908218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:10.912161] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:10.912253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:13.919073] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:13.923825] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:13.928176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:13.932266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:13.932420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:16.937848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:16.942131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:16.946292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:16.950361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:16.950455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:19.957301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:19.963174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:19.968068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:19.971808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:19.971886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:22.982364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:22.987878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:22.994582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:23.000782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:23.000956] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:26.006969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:26.012468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:26.017011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:26.021301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:26.021419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:29.025710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:29.029564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:29.033897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:29.037969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:29.038085] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:32.043231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:32.046841] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:32.050407] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:32.054067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:32.054148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:35.059460] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:35.063466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:35.068299] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:35.073171] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:35.073287] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:38.078946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:38.083150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:38.088076] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:38.092715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:38.092805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:41.097860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:41.102407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:41.106332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:41.110723] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:41.110831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:44.116970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:44.121111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:44.125902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:44.130845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:44.130955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:47.138386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:47.143726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:47.148165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:47.152400] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:47.152514] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:50.158712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:50.163571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:50.177797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:50.181897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:50.181980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:53.188367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:53.194032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:53.198446] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:53.202781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:53.202868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:56.208308] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:56.212145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:56.216676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:56.221688] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:56.221773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:44:59.226125] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:44:59.230702] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:44:59.235252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:44:59.239001] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:44:59.239091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:02.245142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:02.250997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:02.255720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:02.259547] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:02.259639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:05.265472] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:05.270862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:05.278458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:05.284553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:05.284832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:08.289560] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:08.293563] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:08.298057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:08.302770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:08.302904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:11.308844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:11.315205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:11.319855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:11.324250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:11.324374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:14.330443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:14.335004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:14.338849] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:14.343213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:14.343333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:17.349394] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:17.353549] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:17.357957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:17.362743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:17.362841] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:20.369629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:20.375626] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:20.381819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:20.388270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:20.388405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:23.393668] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:23.398525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:23.403614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:23.408917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:23.409050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:26.413571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:26.418826] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:26.423945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:26.427856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:26.427993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:29.433043] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:29.436792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:29.440970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:29.444917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:29.445011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:32.449634] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:32.453924] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:32.457826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:32.463830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:32.463977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:35.468390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:35.472208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:35.476597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:35.480795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:35.480899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:38.485737] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:38.489376] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:38.492915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:38.496342] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:38.496430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:41.501406] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:41.505306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:41.509219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:41.512867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:41.512954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:44.518016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:44.521800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:44.525408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:44.529191] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:44.529285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:47.534103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:47.538165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:47.542118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:47.546047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:47.546157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:50.553391] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:50.559328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:50.563746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:50.567751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:50.567859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:53.572997] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:53.577424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:53.588528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:53.593042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:53.593155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:56.597969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:56.604157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:56.607706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:56.611886] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:56.612007] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:45:59.618156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:45:59.622915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:45:59.626760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:45:59.630743] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:45:59.630826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:02.636138] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:02.640838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:02.645318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:02.650104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:02.650223] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:05.655478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:05.659577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:05.663599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:05.667676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:05.667776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:08.676412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:08.681475] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:08.686333] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:08.690946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:08.691074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:11.698745] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:11.704582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:11.709561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:11.713864] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:11.714037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:14.719476] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:14.723196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:14.726764] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:14.730484] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:14.730562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:17.735614] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:17.739561] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:17.743185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:17.747033] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:17.747124] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:20.752827] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:20.757277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:20.761523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:20.765140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:20.765233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:23.770544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:23.775318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:23.780195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:23.784997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:23.785116] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:26.791304] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:26.796663] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:26.801281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:26.805291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:26.805372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:29.811356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:29.815085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:29.818930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:29.822992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:29.823082] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:32.828703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:32.834235] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:32.838448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:32.841982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:32.842064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:35.846824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:35.852493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:35.856953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:35.862391] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:35.862599] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:38.868820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:38.872774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:38.877189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:38.882137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:38.882248] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:41.886419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:41.890042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:41.893724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:41.897295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:41.897384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:44.903491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:44.908282] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:44.912325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:44.917047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:44.917166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:47.921610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:47.925545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:47.929694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:47.933353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:47.933443] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:50.939213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:50.943554] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:50.948398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:50.952340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:50.952453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:53.957214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:53.962292] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:53.967812] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:53.973245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:53.973384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:56.979457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:56.983397] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:46:56.987421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:46:56.991453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:46:56.991561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:46:59.995836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:46:59.999706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:00.004080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:00.008738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:00.008884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:03.014632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:03.020356] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:03.025391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:03.030504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:03.030602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:06.036898] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:06.041550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:06.045691] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:06.049226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:06.049307] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:09.053523] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:09.057205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:09.060847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:09.064212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:09.064301] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:12.070228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:12.074675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:12.078535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:12.082232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:12.082322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:15.088145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:15.092782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:15.097629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:15.102340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:15.102468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:18.107971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:18.112456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:18.116746] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:18.121198] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:18.121361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:21.215934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:21.249909] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:21.283603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:21.287168] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:21.287249] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:24.292816] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:24.297390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:24.302179] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:24.305945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:24.306029] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:27.311537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:27.316832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:27.322340] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:27.327750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:27.327875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:30.334028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:30.338858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:30.343403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:30.347739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:30.347947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:33.355425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:33.362244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:33.368124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:33.373285] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:33.373417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:36.377964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:36.381762] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:36.385255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:36.388775] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:36.388874] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:39.394206] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:39.398238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:39.401803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:39.405255] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:39.405338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:42.410758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:42.414371] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:42.417828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:42.421437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:42.421519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:45.426914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:45.432039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:45.435956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:45.439441] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:45.439516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:48.445006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:48.449589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:48.453416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:48.457380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:48.457507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:51.463551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:51.468458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:51.473457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:51.479262] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:51.479410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:54.484984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:54.490352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:54.495527] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:54.500896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:54.501023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:47:57.506291] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:47:57.510546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:47:57.514758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:47:57.520147] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:47:57.520382] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:00.524617] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:00.529497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:00.533956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:00.539173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:00.539377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:03.544739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:03.548687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:03.553362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:03.557719] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:03.557824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:06.566127] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:06.571378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:06.575936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:06.580942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:06.581087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:09.588491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:09.594269] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:09.600170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:09.605513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:09.605870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:12.610449] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:12.614184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:12.618006] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:12.621601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:12.621719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:15.627733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:15.633232] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:15.637316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:15.641392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:15.641529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:18.647930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:18.652833] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:18.657471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:18.662782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:18.662985] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:21.669317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:21.673692] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:21.677813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:21.681328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:21.681416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:24.687704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:24.692063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:24.696025] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:24.699992] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:24.700088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:27.704710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:27.708420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:27.712058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:27.715856] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:27.715950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:30.722117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:30.725984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:30.729677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:30.733252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:30.733354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:33.739036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:33.742981] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:33.747379] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:33.751384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:33.751516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:36.757358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:36.761545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:36.766126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:36.770842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:36.770955] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:39.778535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:39.783540] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:39.788267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:39.792529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:39.792620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:42.798144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:42.801710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:42.805505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:42.809483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:42.809580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:45.815739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:45.820231] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:45.824178] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:45.828301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:45.828403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:48.835150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:48.840369] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:48.845059] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:48.850515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:48.850620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:51.857620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:51.865368] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:51.876415] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:51.881209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:51.881314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:54.886968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:54.891273] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:54.895547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:54.899229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:54.899317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:48:57.904463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:48:57.909334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:48:57.914553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:48:57.919233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:48:57.919376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:00.925311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:00.929582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:00.933190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:00.937569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:00.937741] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:03.942442] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:03.946156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:03.950170] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:03.953991] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:03.954074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:06.959824] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:06.964141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:06.967784] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:06.971461] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:06.971539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:09.978674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:09.983451] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:09.988127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:09.992402] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:09.992589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:12.999677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:13.004579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:13.008994] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:13.013174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:13.013277] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:16.019717] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:16.023366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:16.027196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:16.035888] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:16.036002] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:19.042169] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:19.046591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:19.050711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:19.054539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:19.054631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:22.060457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:22.070350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:22.074785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:22.273072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:22.273203] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:25.279865] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:25.284494] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:25.289048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:25.293590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:25.293713] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:28.300219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:28.304530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:28.308205] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:28.312236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:28.312322] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:31.317255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:31.321685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:31.326576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:31.332474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:31.332598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:34.338500] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:34.344430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:34.349015] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:34.353316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:34.353450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:37.359257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:37.364508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:37.368935] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:37.373192] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:37.373284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:40.379491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:40.384315] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:40.388429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:40.393489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:40.393613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:43.399927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:43.405002] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:43.409528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:43.413716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:43.413838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:46.418174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:46.422288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:46.426596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:46.430806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:46.430909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:49.436124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:49.441030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:49.445946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:49.450954] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:49.451074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:52.456896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:52.462574] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:52.467201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:52.471043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:52.471152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:55.477565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:55.483272] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:55.490174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:55.496254] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:55.496383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:49:58.501359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:49:58.505508] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:49:58.509611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:49:58.513468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:49:58.513548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:01.519790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:01.525741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:01.530906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:01.536513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:01.536742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:04.541557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:04.545358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:04.549484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:04.553500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:04.553604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:07.558328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:07.563780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:07.568268] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:07.572633] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:07.572761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:10.577004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:10.581506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:10.586199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:10.591008] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:10.591126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:13.597194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:13.602829] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:13.608242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:13.613258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:13.613374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:16.618103] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:16.622395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:16.626629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:16.631049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:16.631157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:19.636267] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:19.641869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:19.647501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:19.653121] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:19.653256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:22.659767] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:22.665441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:22.670474] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:22.674522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:22.674608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:25.679286] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:25.684006] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:25.688482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:25.692350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:25.692439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:28.697140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:28.701324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:28.705295] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:28.709159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:28.709254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:31.714928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:31.719670] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:31.723470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:31.727032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:31.727118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:34.733569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:34.738081] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:34.742148] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:34.746090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:34.746184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:37.751034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:37.756026] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:37.760850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:37.764925] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:37.765091] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:40.771108] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:40.774959] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:40.778613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:40.782801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:40.782966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:43.788896] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:43.793252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:43.797468] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:43.801355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:43.801434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:46.808165] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:46.812350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:46.817181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:46.821559] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:46.821665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:49.828565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:49.835294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:49.840078] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:49.844353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:49.844441] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:52.851936] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:52.856685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:52.860940] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:52.864763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:52.864854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:55.897754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:55.902845] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:55.907632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:55.911945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:55.912080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:50:58.917793] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:50:58.922278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:50:58.927329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:50:58.931915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:50:58.932004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:01.936276] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:01.940132] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:01.943913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:01.947790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:01.947880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:04.955419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:04.960243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:04.964436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:04.968831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:04.968935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:07.975407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:07.980271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:07.984922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:07.989983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:07.990164] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:10.995416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:10.999558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:11.003256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:11.008086] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:11.008261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:14.012750] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:14.017229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:14.022017] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:14.026246] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:14.026351] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:17.037029] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:17.041357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:17.046055] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:17.050598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:17.050711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:20.056429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:20.061095] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:20.065730] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:20.069761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:20.069853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:23.074747] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:23.079914] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:23.085435] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:23.172453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:23.172627] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:26.178502] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:26.183990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:26.189366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:26.193951] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:26.194043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:29.200088] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:29.203949] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:29.207856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:29.211667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:29.211756] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:32.216972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:32.221257] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:32.226022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:32.230469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:32.230749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:35.237040] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:35.241813] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:35.246410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:35.252279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:35.252699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:38.260059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:38.264168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:38.267862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:38.271381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:38.271458] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:41.276893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:41.281984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:41.287060] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:41.292073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:41.292161] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:44.297844] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:44.302335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:44.306874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:44.311350] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:44.311468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:47.316779] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:47.320693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:47.324591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:47.329205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:47.329327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:50.334372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:50.338763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:50.343074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:50.347533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:50.347684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:53.353334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:53.357893] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:53.362793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:53.366455] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:53.366563] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:56.371945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:56.377862] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:56.383221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:56.387524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:56.387639] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:51:59.393084] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:51:59.397275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:51:59.401143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:51:59.404932] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:51:59.405036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:02.411177] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:02.415687] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:02.419797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:02.423604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:02.423727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:05.429999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:05.435068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:05.439579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:05.444090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:05.444229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:08.450508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:08.456039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:08.461155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:08.464852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:08.464940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:11.474953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:11.481341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:11.486744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:11.492143] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:11.492302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:14.497321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:14.501831] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:14.505900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:14.510996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:14.511231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:17.517941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:17.522455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:17.528412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:17.533497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:17.533625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:20.539187] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:20.543313] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:20.547168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:20.550999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:20.551237] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:23.557363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:23.565580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:23.570552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:23.574524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:23.574629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:26.580520] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:26.585331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:26.590361] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:26.594371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:26.594503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:29.600958] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:29.605848] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:29.610416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:29.614115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:29.614194] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:32.619401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:32.624314] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:32.629264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:32.634408] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:32.634519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:35.640035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:35.644701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:35.648747] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:35.652548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:35.652638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:38.656790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:38.660767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:38.665024] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:38.668782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:38.668883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:41.674221] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:41.679227] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:41.684281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:41.687981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:41.688070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:44.693033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:44.697374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:44.701574] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:44.705436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:44.705519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:47.709790] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:47.713944] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:47.718128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:47.722413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:47.722512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:50.733354] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:50.740684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:50.747495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:50.753297] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:50.753431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:53.759450] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:53.765150] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:53.771251] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:53.776736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:53.776872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:56.782186] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:56.786331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:56.790517] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:56.794211] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:56.794317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:52:59.799407] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:52:59.804334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:52:59.808693] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:52:59.812428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:52:59.812516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:02.817713] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:02.822102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:02.827111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:02.832392] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:02.832545] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:05.836813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:05.840434] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:05.844011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:05.847613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:05.847721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:08.854112] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:08.859424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:08.863807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:08.867601] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:08.867702] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:11.872053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:11.876046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:11.880297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:11.884383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:11.884502] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:14.888963] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:14.893167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:14.897312] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:14.901365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:14.901478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:17.909152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:17.913211] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:17.917117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:17.921475] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:17.921625] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:20.927298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:20.932109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:20.937414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:20.942467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:20.942820] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:23.949542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:23.954564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:23.959380] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:23.963365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:23.963476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:26.969586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:26.974125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:26.978681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:26.983488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:26.983602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:29.989493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:29.993878] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:29.997677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:30.001548] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:30.001681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:33.007731] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:33.013196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:33.018706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:33.023103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:33.023229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:36.028225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:36.032055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:36.035716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:36.039220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:36.039306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:39.044019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:39.047690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:39.051325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:39.055215] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:39.055320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:42.059884] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:42.064635] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:42.070633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:42.074202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:42.074288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:45.079597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:45.083637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:45.088000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:45.092486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:45.092591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:48.097433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:48.101921] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:48.106132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:48.110557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:48.110729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:51.116594] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:51.121119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:51.125450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:51.129277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:51.129381] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:54.135506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:54.431838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:54.467262] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:54.471746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:54.471882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:53:57.476077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:53:57.479707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:53:57.484460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:53:57.489044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:53:57.489425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:00.495384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:00.499960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:00.504391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:00.508792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:00.508886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:03.513778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:03.517557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:03.522597] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:03.527395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:03.527499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:06.533930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:06.538142] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:06.542146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:06.546442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:06.546794] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:09.552246] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:09.556250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:09.560360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:09.565219] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:09.565379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:12.571846] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:12.577198] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:12.582191] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:12.586499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:12.586614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:15.593249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:15.597882] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:15.603272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:15.608722] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:15.608824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:18.614140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:18.618990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:18.624803] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:18.629755] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:18.629855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:21.634524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:21.638715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:21.642972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:21.647060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:21.647165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:24.652924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:24.657340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:24.662019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:24.666528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:24.666638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:27.672357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:27.677309] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:27.682362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:27.686915] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:27.687057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:30.692105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:30.695996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:30.699613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:30.703013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:30.703104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:33.708899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:33.712681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:33.716248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:33.719728] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:33.719821] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:36.725620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:36.730546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:36.734356] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:36.738536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:36.738686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:39.745102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:39.750000] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:39.755149] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:39.760155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:39.760269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:42.766611] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:42.774756] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:42.778738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:42.782824] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:42.782929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:45.788132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:45.793169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:45.797964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:45.802090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:45.802175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:48.808332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:48.812987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:48.817687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:48.821458] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:48.821554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:51.827517] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:51.831764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:51.835990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:51.839945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:51.840056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:54.844297] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:54.848782] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:54.853418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:54.857148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:54.857243] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:54:57.863736] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:54:57.868393] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:54:57.872577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:54:57.876325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:54:57.876459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:00.881245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:00.885162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:00.888874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:00.892926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:00.893030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:03.898808] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:03.903360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:03.907568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:03.912159] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:03.912250] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:06.917839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:06.922215] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:06.926920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:06.931573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:06.931718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:09.937032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:09.940696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:09.944137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:09.947779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:09.947858] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:12.953701] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:12.959302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:12.963403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:12.967596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:12.967722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:15.974510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:15.978597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:15.982462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:15.986576] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:15.986689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:18.991461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:18.995704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:19.000859] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:19.005050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:19.005135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:22.011249] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:22.015992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:22.020143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:22.024375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:22.024482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:25.029410] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:25.217579] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:25.252458] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:25.256628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:25.256743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:28.263534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:28.267932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:28.272970] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:28.278300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:28.278555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:31.283956] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:31.287968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:31.292065] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:31.295776] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:31.295863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:34.301241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:34.304995] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:34.308589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:34.312096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:34.312180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:37.318364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:37.322752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:37.327293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:37.331675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:37.331761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:40.338860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:40.344075] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:40.348521] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:40.352868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:40.352950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:43.358746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:43.363137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:43.367851] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:43.372117] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:43.372218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:46.379202] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:46.385239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:46.392026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:46.397870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:46.398597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:49.403559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:49.408128] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:49.411717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:49.415108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:49.415187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:52.421300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:52.426555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:52.430686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:52.434029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:52.434109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:55.438941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:55.443918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:55.448676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:55.452518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:55.452607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:55:58.457264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:55:58.461110] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:55:58.465038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:55:58.468850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:55:58.468952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:01.472992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:01.476766] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:01.482481] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:01.486103] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:01.486201] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:04.491418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:04.495842] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:04.499890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:04.504072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:04.504190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:07.509613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:07.513719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:07.517332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:07.521131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:07.521267] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:10.526501] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:10.530456] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:10.534928] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:10.539303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:10.539426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:13.544134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:13.547713] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:13.551242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:13.554766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:13.554856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:16.559616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:16.563295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:16.566858] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:16.570336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:16.570423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:19.575490] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:19.579199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:19.582682] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:19.586206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:19.586288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:22.591807] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:22.595808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:22.599546] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:22.603134] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:22.603235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:25.609621] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:25.614932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:25.619972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:25.624746] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:25.624839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:28.631775] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:28.635777] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:28.639250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:28.643534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:28.643703] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:31.648870] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:31.652747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:31.656264] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:31.659846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:31.659932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:34.665292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:34.669167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:34.672841] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:34.676317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:34.676398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:37.682004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:37.685937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:37.689549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:37.693077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:37.693170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:40.698323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:40.701990] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:40.705705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:40.709238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:40.709320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:43.714868] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:43.720357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:43.724614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:43.728662] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:43.728748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:46.733698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:46.738389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:46.743325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:46.749346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:46.749546] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:49.755986] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:49.760975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:49.764957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:49.769573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:49.769761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:52.779134] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:52.785057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:52.790357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:52.795249] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:52.795366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:55.802428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:55.807518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:55.814106] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:55.818899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:55.819015] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:56:58.825343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:56:58.830731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:56:58.836124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:56:58.840903] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:56:58.841046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:01.847768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:01.853985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:01.861383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:01.869731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:01.870044] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:04.876964] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:04.881624] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:04.885923] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:04.889844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:04.889932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:07.895985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:07.901208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:07.906444] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:07.910500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:07.910589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:10.917342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:10.922345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:10.927510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:10.932027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:10.932114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:13.938326] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:13.942764] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:13.947177] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:13.951157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:13.951234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:16.956866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:16.961688] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:16.966696] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:16.970751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:16.970839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:19.977268] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:19.982279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:19.987309] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:19.992334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:19.992468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:22.997839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:23.006968] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:23.011209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:23.015172] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:23.015265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:26.211862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:26.246873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:26.282074] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:26.287748] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:26.287953] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:29.294155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:29.298529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:29.303720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:29.308468] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:29.308593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:32.317678] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:32.323328] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:32.329195] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:32.334764] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:32.334962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:35.341899] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:35.347156] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:35.352313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:35.357110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:35.357258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:38.362725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:38.366724] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:38.370707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:38.374592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:38.374711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:41.379584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:41.383445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:41.387186] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:41.391444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:41.391556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:44.396962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:44.403046] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:44.407086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:44.410849] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:44.410934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:47.416241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:47.420980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:47.425036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:47.430318] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:47.430440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:50.436222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:50.441295] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:50.446113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:50.452013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:50.452191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:53.458350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:53.463014] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:53.466619] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:53.470623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:53.470737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:56.478140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:56.483401] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:56.488131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:56.492994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:56.493160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:57:59.499334] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:57:59.504137] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:57:59.508716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:57:59.513114] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:57:59.513217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:02.519581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:02.524795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:02.529351] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:02.534629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:02.534795] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:05.540818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:05.545466] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:05.549317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:05.554680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:05.554969] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:08.562588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:08.567876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:08.571978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:08.575847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:08.575947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:11.581199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:11.584908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:11.588567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:11.592195] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:11.592299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:14.599033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:14.604254] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:14.609328] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:14.614072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:14.614186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:17.620699] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:17.625102] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:17.629898] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:17.634506] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:17.634596] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:20.640700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:20.645080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:20.650104] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:20.654696] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:20.654790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:23.660261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:23.664759] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:23.668971] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:23.673026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:23.673125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:26.680456] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:26.685262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:26.690285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:26.694614] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:26.694722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:29.700320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:29.704383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:29.708022] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:29.711772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:29.711850] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:32.719279] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:32.724528] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:32.728826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:32.732563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:32.732693] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:35.739218] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:35.744246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:35.749679] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:35.754257] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:35.754362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:38.760589] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:38.765824] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:38.770109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:38.774319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:38.774424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:41.780743] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:41.784301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:41.788594] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:41.792407] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:41.792490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:44.799150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:44.803513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:44.808197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:44.811967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:44.812064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:47.818755] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:47.823972] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:47.827562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:47.831252] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:47.831338] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:50.837163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:50.841946] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:50.846715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:50.851055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:50.851144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:53.856205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:53.861140] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:53.866001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:53.870539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:53.870671] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:56.876605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:56.882676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:56.887012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:56.896013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:56.896137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:58:59.902348] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:58:59.906783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:58:59.910672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:58:59.914364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:58:59.914469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:02.920692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:02.925728] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:02.930230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:02.934063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:02.934148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:05.939798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:05.943472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:05.946920] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:05.950518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:05.950601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:08.956429] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:08.960500] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:08.964193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:08.967906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:08.967998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:11.974389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:11.978333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:11.982000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:11.985539] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:11.985621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:14.991022] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:14.995334] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:14.998915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:15.002623] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:15.002729] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:18.007580] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:18.012823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:18.018273] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:18.023684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:18.023822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:21.029629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:21.034051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:21.037972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:21.041843] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:21.041924] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:24.047999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:24.053141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:24.058620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:24.063942] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:24.064107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:27.069569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:27.074477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:27.080280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:27.084090] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:27.084178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:30.090078] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:30.094152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:30.098164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:30.102929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:30.103021] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:33.112384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:33.116979] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:33.121182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:33.125298] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:33.125404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:36.131842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:36.136032] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:36.140322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:36.144839] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:36.144923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:39.151403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:39.156249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:39.160822] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:39.164715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:39.164804] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:42.170131] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:42.174057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:42.177598] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:42.181180] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:42.181268] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:45.186494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:45.190448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:45.194359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:45.198327] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:45.198431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:48.203521] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:48.207375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:48.211163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:48.214906] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:48.214989] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:51.220436] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:51.225016] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:51.228722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:51.232437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:51.232524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:54.238362] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:54.243953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:54.248753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:54.253974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:54.254084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T21:59:57.260262] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T21:59:57.266798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T21:59:57.271606] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T21:59:57.275515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T21:59:57.275597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:00.284082] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:00.289074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:00.293134] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:00.297352] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:00.297474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:03.304319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:03.309317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:03.314926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:03.321109] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:03.321263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:06.327832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:06.332939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:06.337850] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:06.342615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:06.342752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:09.348474] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:09.353225] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:09.358050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:09.362508] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:09.362620] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:12.369261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:12.373807] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:12.377924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:12.381921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:12.382012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:15.387194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:15.390904] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:15.394582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:15.398798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:15.398918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:18.404753] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:18.410814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:18.416371] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:18.420970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:18.421070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:21.426631] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:21.430560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:21.434638] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:21.438551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:21.438681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:24.443962] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:24.448527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:24.453255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:24.457568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:24.457719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:27.464596] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:27.469932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:27.474687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:27.482396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:27.482538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:30.488825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:30.492637] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:30.496348] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:30.499984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:30.500075] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:33.506434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:33.510621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:33.515021] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:33.519582] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:33.519864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:36.525606] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:36.529983] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:36.534180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:36.537923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:36.538014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:39.543591] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:39.547685] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:39.552094] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:39.556205] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:39.556325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:42.562686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:42.566709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:42.570885] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:42.575611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:42.575758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:45.582171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:45.586408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:45.591292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:45.596251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:45.596362] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:48.602960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:48.607143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:48.612084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:48.617010] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:48.617137] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:51.623838] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:51.629009] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:51.633973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:51.639118] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:51.639238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:54.643992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:54.647785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:54.651440] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:54.655306] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:54.655413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:00:57.754839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:00:57.759680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:00:57.764016] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:00:57.767478] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:00:57.767556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:00.774440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:00.779857] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:00.784715] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:00.789731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:00.789853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:03.795700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:03.799799] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:03.803505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:03.808151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:03.808284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:06.815378] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:06.820748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:06.825875] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:06.830385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:06.830501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:09.835704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:09.839871] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:09.844912] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:09.850715] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:09.850859] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:12.858820] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:12.865493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:12.871422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:12.876544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:12.876751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:15.883099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:15.888522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:15.892902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:15.897108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:15.897195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:18.904484] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:18.910748] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:18.916255] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:18.922174] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:18.922310] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:21.928293] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:21.932779] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:21.937032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:21.941768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:21.941903] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:24.947723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:24.953729] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:24.959927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:24.965881] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:24.966064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:27.970703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:27.974571] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:27.978688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:27.982355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:27.982442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:30.986802] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:30.990497] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:30.994181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:30.997726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:30.997813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:34.002573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:34.007774] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:34.011818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:34.016585] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:34.016906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:37.022386] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:37.028792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:37.033505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:37.039338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:37.039689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:40.046248] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:40.050533] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:40.054010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:40.057523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:40.057606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:43.064020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:43.069785] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:43.074807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:43.081610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:43.081805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:46.086924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:46.090719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:46.094489] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:46.098918] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:46.099174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:49.104183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:49.108293] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:49.112115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:49.115911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:49.116013] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:52.121317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:52.125620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:52.129582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:52.133258] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:52.133358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:55.137795] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:55.141964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:55.146621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:55.150821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:55.150916] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:01:58.157301] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:01:58.162937] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:01:58.169418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:01:58.176289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:01:58.176450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:01.181887] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:01.186484] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:01.190579] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:01.194621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:01.194737] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:04.199241] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:04.203551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:04.207500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:04.211200] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:04.211288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:07.216368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:07.220598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:07.225013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:07.229513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:07.229669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:10.234425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:10.239259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:10.244454] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:10.248242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:10.248327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:13.254458] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:13.259595] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:13.264219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:13.268188] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:13.268270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:16.273763] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:16.277789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:16.282153] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:16.287303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:16.287472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:19.292566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:19.296860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:19.304418] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:19.308291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:19.308395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:22.312708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:22.316691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:22.320393] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:22.323963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:22.324046] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:25.328879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:25.334360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:25.339172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:25.343040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:25.343127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:28.347403] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:28.352428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:28.357221] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:28.361050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:28.361132] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:31.365695] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:31.369615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:31.373681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:31.377966] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:31.378086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:34.383141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:34.387321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:34.391322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:34.395332] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:34.395429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:37.401072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:37.405303] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:37.409437] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:37.413275] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:37.413367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:40.419204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:40.424210] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:40.427808] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:40.431704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:40.431789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:43.437853] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:43.442187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:43.445884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:43.449973] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:43.450102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:46.455595] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:46.459608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:46.463493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:46.467081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:46.467172] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:49.473453] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:49.478596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:49.483252] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:49.488937] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:49.489158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:52.494800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:52.499074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:52.503338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:52.507431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:52.507518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:55.514369] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:55.520712] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:55.526478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:55.532524] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:55.532709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:02:58.537848] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:02:58.542421] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:02:58.547825] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:02:58.553230] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:02:58.553397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:01.558966] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:01.564988] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:01.570535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:01.576551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:01.576790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:04.583452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:04.587597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:04.591417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:04.595232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:04.595324] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:07.599798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:07.603915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:07.607421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:07.610998] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:07.611081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:10.616234] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:10.620055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:10.623580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:10.626936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:10.627016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:13.633046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:13.637786] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:13.643365] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:13.648436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:13.648529] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:16.654893] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:16.659864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:16.664225] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:16.668116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:16.668202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:19.674370] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:19.680875] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:19.686864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:19.692265] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:19.692675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:22.698832] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:22.702985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:22.707156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:22.711037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:22.711131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:25.716363] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:25.720721] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:25.725550] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:25.729920] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:25.730018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:28.739053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:28.744936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:28.750283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:28.754553] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:28.754711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:31.760324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:31.767952] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:31.773052] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:31.777279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:31.777453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:34.783852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:34.789610] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:34.794860] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:34.799813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:34.799909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:37.804531] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:37.808942] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:37.813028] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:37.817677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:37.817842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:40.824034] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:40.828255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:40.832222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:40.836700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:40.836839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:43.842792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:43.847502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:43.852115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:43.856727] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:43.856843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:46.862174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:46.866994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:46.871169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:46.875459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:46.875579] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:49.882157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:49.887374] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:49.891124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:49.895077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:49.895179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:52.900440] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:52.905004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:52.909698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:52.913803] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:52.913908] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:55.920193] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:55.956134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:55.991376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:55.995404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:55.995512] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:03:59.000014] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:03:59.004789] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:03:59.009563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:03:59.013594] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:03:59.013718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:02.021613] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:02.026953] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:02.031906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:02.036398] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:02.036528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:05.042698] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:05.047582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:05.051888] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:05.056351] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:05.056509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:08.063916] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:08.069719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:08.074171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:08.079533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:08.079709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:11.086144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:11.090492] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:11.094547] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:11.098397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:11.098485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:14.105098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:14.115062] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:14.121983] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:14.128557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:14.129070] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:17.134979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:17.138935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:17.142706] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:17.146152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:17.146231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:20.151455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:20.155281] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:20.159036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:20.162804] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:20.162895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:23.167757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:23.172761] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:23.177075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:23.181259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:23.181368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:26.186414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:26.190801] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:26.194821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:26.199026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:26.199119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:29.203712] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:29.207784] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:29.211924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:29.215357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:29.215442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:32.222404] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:32.227127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:32.231140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:32.235766] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:32.235864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:35.240847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:35.244535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:35.248941] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:35.252590] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:35.252699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:38.258149] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:38.262837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:38.266699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:38.270335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:38.270423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:41.275947] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:41.280120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:41.284171] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:41.288626] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:41.288885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:44.295478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:44.299525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:44.303722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:44.307941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:44.308028] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:47.315557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:47.320601] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:47.325071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:47.329009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:47.329104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:50.334364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:50.338489] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:50.343413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:50.347941] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:50.348032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:53.354271] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:53.358416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:53.363778] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:53.368544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:53.368679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:56.375183] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:56.380503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:56.385267] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:56.388946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:56.389059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:04:59.394985] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:04:59.399551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:04:59.403576] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:04:59.406975] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:04:59.407056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:02.413553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:02.418950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:02.424332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:02.429309] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:02.429474] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:05.435136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:05.439458] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:05.443632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:05.447591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:05.447738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:08.456300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:08.460297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:08.463817] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:08.468003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:08.468080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:11.473106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:11.476958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:11.480686] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:11.484389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:11.484473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:14.490381] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:14.494428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:14.498515] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:14.503572] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:14.503941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:17.510314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:17.514696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:17.518991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:17.523463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:17.523604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:20.530016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:20.534821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:20.539429] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:20.543533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:20.543622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:23.549632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:23.553843] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:23.558109] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:23.562060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:23.562166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:26.566534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:26.570151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:26.574143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:26.578145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:26.578245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:29.583991] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:29.589074] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:29.593531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:29.598725] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:29.598862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:32.604435] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:32.608439] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:32.612667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:32.616302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:32.616398] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:35.622444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:35.627669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:35.635426] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:35.640020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:35.640154] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:38.644809] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:38.649445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:38.653376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:38.657529] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:38.657632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:41.662194] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:41.666080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:41.669945] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:41.673477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:41.673572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:44.679945] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:44.686182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:44.692071] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:44.698580] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:44.698762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:47.703687] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:47.708229] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:47.712227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:47.715899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:47.715979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:50.720842] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:50.724496] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:50.728124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:50.731686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:50.731784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:53.737098] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:53.741277] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:53.745449] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:53.749413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:53.749497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:56.754869] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:56.758931] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:56.763032] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:56.767120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:56.767218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:05:59.775316] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:05:59.780830] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:05:59.787488] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:05:59.792603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:05:59.792774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:02.797608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:02.802706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:02.806687] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:02.810711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:02.810846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:05.816256] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:05.820864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:05.825297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:05.830263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:05.830418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:08.834566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:08.838377] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:08.841927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:08.845742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:08.845832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:11.851110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:11.854950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:11.858621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:11.864561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:11.864694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:14.869661] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:14.874013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:14.878047] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:14.882964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:14.883231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:17.887686] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:17.891283] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:17.894864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:17.898604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:17.898711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:20.903491] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:20.908297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:20.912232] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:20.916016] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:20.916211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:23.922998] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:23.927903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:23.932626] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:23.936589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:23.936706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:26.943150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:26.947816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:26.952007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:26.955796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:26.955877] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:29.961733] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:29.968932] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:29.974634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:29.978923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:29.979036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:32.984237] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:32.988143] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:32.992438] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:32.997562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:32.997730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:36.003275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:36.007582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:36.012075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:36.016317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:36.016427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:39.023586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:39.028112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:39.031917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:39.037242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:39.037375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:42.042115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:42.046302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:42.050701] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:42.055533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:42.055706] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:45.062069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:45.067201] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:45.071008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:45.075857] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:45.076022] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:48.082411] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:48.088922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:48.092883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:48.096431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:48.096535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:51.103252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:51.108957] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:51.113989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:51.119242] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:51.119400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:54.127872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:54.132495] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:54.136984] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:54.140929] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:54.141014] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:06:57.146059] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:06:57.149827] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:06:57.153963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:06:57.157904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:06:57.157996] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:00.255867] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:00.292108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:00.296624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:00.303371] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:00.303535] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:03.308792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:03.313023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:03.317093] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:03.320563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:03.320681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:06.326247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:06.330469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:06.334672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:06.338504] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:06.338631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:09.346786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:09.352560] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:09.358761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:09.364908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:09.365072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:12.370264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:12.374417] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:12.379019] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:12.382712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:12.382823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:15.387393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:15.391317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:15.394953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:15.398516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:15.398598] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:18.406072] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:18.411880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:18.417327] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:18.421852] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:18.421946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:21.427485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:21.431987] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:21.436344] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:21.441494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:21.441681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:24.447060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:24.452928] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:24.457558] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:24.461772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:24.461873] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:27.468345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:27.472719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:27.477402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:27.481770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:27.481868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:30.488309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:30.492975] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:30.499004] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:30.503026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:30.503112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:33.509359] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:33.513675] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:33.518181] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:33.522931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:33.523052] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:36.533065] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:36.538780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:36.542899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:36.546809] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:36.546922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:39.552510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:39.556311] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:39.559806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:39.563283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:39.563366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:42.567638] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:42.571361] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:42.574925] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:42.578686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:42.578773] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:45.584053] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:45.587923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:45.591591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:45.595245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:45.595327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:48.600228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:48.604705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:48.608979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:48.612875] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:48.613019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:51.618749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:51.623402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:51.627427] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:51.631125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:51.631212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:54.636085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:54.640179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:54.644096] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:54.648234] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:54.648344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:07:57.653534] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:07:57.657915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:07:57.661738] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:07:57.665417] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:07:57.665509] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:00.672760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:00.678144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:00.682826] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:00.687346] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:00.687543] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:03.693196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:03.697608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:03.701630] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:03.705474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:03.705608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:06.711608] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:06.716003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:06.719779] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:06.723720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:06.723855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:09.729063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:09.733342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:09.737586] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:09.741994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:09.742119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:12.747019] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:12.751353] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:12.755476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:12.759556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:12.759700] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:15.764981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:15.769350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:15.773561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:15.777961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:15.778084] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:18.783550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:18.788157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:18.792313] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:18.796586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:18.796726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:21.801277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:21.806808] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:21.811200] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:21.816126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:21.816240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:24.820433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:24.824052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:24.827852] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:24.831489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:24.831581] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:27.836485] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:27.841290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:27.845580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:27.849874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:27.849990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:30.856794] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:30.862194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:30.866871] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:30.874199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:30.874294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:33.879826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:33.885145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:33.890318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:33.895194] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:33.895334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:36.900307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:36.904552] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:36.908539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:36.912307] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:36.912392] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:39.918563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:39.923765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:39.928008] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:39.931598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:39.931701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:42.936118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:42.940129] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:42.944036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:42.947961] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:42.948067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:45.953910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:45.959585] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:45.964189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:45.967762] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:45.967844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:48.973069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:48.978302] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:48.983291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:48.989176] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:48.989329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:51.994471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:51.998749] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:52.002673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:52.007282] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:52.007374] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:55.013599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:55.019468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:55.025190] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:55.031160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:55.031357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:08:58.036514] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:08:58.040576] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:08:58.044562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:08:58.048556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:08:58.048675] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:01.056144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:01.062040] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:01.067795] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:01.072588] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:01.072743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:04.077610] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:04.082511] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:04.087163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:04.091782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:04.091897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:07.097852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:07.102329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:07.107533] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:07.111353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:07.111460] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:10.117630] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:10.126090] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:10.129780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:10.134312] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:10.134472] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:13.139069] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:13.143056] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:13.147286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:13.150980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:13.151074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:16.156164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:16.160706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:16.164848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:16.169115] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:16.169211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:19.174977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:19.178708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:19.182227] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:19.185703] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:19.185790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:22.191242] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:22.195410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:22.200549] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:22.205599] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:22.205761] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:25.211448] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:25.216178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:25.221555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:25.226137] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:25.226247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:28.232637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:28.237168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:28.241529] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:28.245629] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:28.245736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:31.250993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:31.257191] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:31.262406] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:31.266947] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:31.267125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:34.273415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:34.278555] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:34.282672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:34.286768] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:34.286888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:37.292191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:37.295930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:37.299988] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:37.304071] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:37.304157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:40.309240] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:40.313683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:40.317835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:40.325861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:40.326033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:43.332116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:43.337238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:43.341487] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:43.345990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:43.346098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:46.351132] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:46.355717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:46.359511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:46.364111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:46.364227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:49.370913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:49.375238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:49.379893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:49.383565] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:49.383672] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:52.389372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:52.393177] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:52.396790] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:52.400406] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:52.400499] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:55.408159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:55.414669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:55.420363] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:55.426144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:55.426325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:09:58.431726] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:09:58.436676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:09:58.440773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:09:58.445339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:09:58.445469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:01.451522] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:01.456936] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:01.462115] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:01.466855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:01.466976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:04.472047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:04.476084] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:04.480322] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:04.484397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:04.484495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:07.489160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:07.492919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:07.496511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:07.500165] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:07.500259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:10.505284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:10.509297] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:10.512963] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:10.516466] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:10.516570] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:13.522563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:13.526701] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:13.530853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:13.534664] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:13.534755] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:16.540009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:16.544570] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:16.548602] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:16.553040] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:16.553146] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:19.558309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:19.563349] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:19.568553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:19.573564] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:19.573694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:22.579569] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:22.583438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:22.587158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:22.591232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:22.591348] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:25.596584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:25.600320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:25.604036] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:25.607509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:25.607593] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:28.613680] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:28.618506] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:28.623172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:28.628145] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:28.628264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:31.635114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:31.642490] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:31.647526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:31.651433] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:31.651515] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:34.656439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:34.660767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:34.664416] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:34.668916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:34.669016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:37.674007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:37.679145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:37.683756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:37.688136] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:37.688377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:40.693426] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:40.698851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:40.703765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:40.708272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:40.708480] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:43.713757] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:43.717773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:43.721364] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:43.724953] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:43.725035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:46.730245] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:46.734780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:46.739081] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:46.743343] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:46.743517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:49.749035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:49.753021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:49.756531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:49.759956] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:49.760036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:52.768550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:52.774476] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:52.778816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:52.784305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:52.784457] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:55.789343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:55.793395] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:55.797802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:55.802009] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:55.802102] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:10:58.837337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:10:58.842324] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:10:58.846508] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:10:58.851201] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:10:58.851344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:01.858427] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:01.865553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:01.872760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:01.878384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:01.878511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:04.883255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:04.887633] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:04.891543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:04.895274] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:04.895365] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:07.901863] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:07.906834] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:07.911188] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:07.915036] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:07.915138] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:10.921675] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:10.926947] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:10.932735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:10.937550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:10.937726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:13.943016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:13.946577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:13.950302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:13.953867] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:13.953950] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:16.959143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:16.964007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:16.968132] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:16.972038] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:16.972120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:19.977563] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:19.983200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:19.988866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:19.994335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:19.994469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:23.000236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:23.006704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:23.010913] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:23.014540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:23.014636] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:26.022805] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:26.029743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:26.034698] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:26.040303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:26.040464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:29.045455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:29.049811] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:29.054091] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:29.058550] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:29.058665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:32.064788] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:32.069672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:32.074029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:32.261095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:32.261284] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:35.268319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:35.272605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:35.277459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:35.281625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:35.281739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:38.288586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:38.293073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:38.296919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:38.300708] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:38.300789] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:41.306785] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:41.316410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:41.321113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:41.325061] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:41.325179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:44.331636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:44.336758] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:44.341695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:44.345710] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:44.345803] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:47.351706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:47.357063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:47.361856] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:47.366167] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:47.366266] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:50.372032] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:50.378727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:50.383592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:50.388372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:50.388519] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:53.393932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:53.399473] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:53.404699] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:53.408943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:53.409027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:56.414345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:56.419521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:56.423528] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:56.427293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:56.427383] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:11:59.432192] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:11:59.436566] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:11:59.440486] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:11:59.444203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:11:59.444288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:02.449972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:02.454535] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:02.459321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:02.463178] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:02.463265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:05.469317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:05.474527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:05.479703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:05.483488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:05.483572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:08.489298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:08.493773] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:08.498035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:08.502023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:08.502131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:11.507801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:11.512599] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:11.516672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:11.520471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:11.520571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:14.527021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:14.531620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:14.535580] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:14.539348] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:14.539430] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:17.543967] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:17.549183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:17.554362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:17.559160] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:17.559285] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:20.565090] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:20.568991] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:20.572969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:20.577149] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:20.577270] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:23.582389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:23.586523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:23.590271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:23.594089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:23.594168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:26.600368] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:26.605028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:26.610408] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:26.615676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:26.615770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:29.621430] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:29.625693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:29.629589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:29.633427] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:29.633548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:32.640319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:32.645413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:32.650242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:32.654395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:32.654513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:35.659392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:35.663747] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:35.668316] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:35.673162] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:35.673286] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:38.679337] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:38.683945] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:38.688902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:38.693207] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:38.693321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:41.698392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:41.702634] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:41.706443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:41.710680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:41.710787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:44.715233] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:44.718905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:44.722989] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:44.727283] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:44.727478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:47.732529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:47.738284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:47.743451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:47.748851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:47.748962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:50.753513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:50.757050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:50.760555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:50.764921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:50.765087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:53.770979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:53.776581] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:53.781551] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:53.786868] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:53.786995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:56.792371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:56.796416] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:56.800119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:56.803619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:56.803743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:12:59.808989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:12:59.813312] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:12:59.817554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:12:59.821974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:12:59.822071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:02.827077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:02.831930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:02.836763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:02.840795] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:02.840889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:05.847110] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:05.851737] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:05.856844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:05.861078] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:05.861185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:08.868845] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:08.873298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:08.877818] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:08.882209] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:08.882314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:11.887307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:11.892873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:11.897457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:11.902044] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:11.902166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:14.907350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:14.912052] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:14.916185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:14.920908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:14.921081] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:17.925441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:17.929255] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:17.932890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:17.936846] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:17.936940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:20.941957] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:20.946382] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:20.951042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:20.955037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:20.955175] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:23.961357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:23.965859] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:23.969545] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:23.973498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:23.973638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:26.979203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:26.982919] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:26.986317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:26.989737] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:26.989817] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:29.996160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:30.001003] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:30.005695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:30.009983] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:30.010105] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:33.015913] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:33.222445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:33.227270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:33.231239] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:33.231327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:36.236810] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:36.241839] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:36.246288] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:36.250037] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:36.250126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:39.256016] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:39.259837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:39.263728] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:39.267311] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:39.267408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:42.272352] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:42.276136] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:42.280285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:42.284091] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:42.284180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:45.289408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:45.293930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:45.297707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:45.301911] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:45.302088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:48.311344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:48.317471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:48.323256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:48.328778] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:48.328871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:51.333723] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:51.338039] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:51.341893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:51.345842] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:51.345913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:54.354025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:54.361414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:54.367616] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:54.372840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:54.372964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:13:57.382457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:13:57.421008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:13:57.455123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:13:57.459157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:13:57.459241] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:00.464988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:00.469411] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:00.473938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:00.477704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:00.477793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:03.482570] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:03.487630] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:03.492478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:03.496286] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:03.496387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:06.500968] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:06.505073] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:06.508954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:06.513063] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:06.513185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:09.524232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:09.529445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:09.533902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:09.537900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:09.537982] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:12.542509] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:12.546247] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:12.550377] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:12.554260] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:12.554345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:15.559252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:15.562794] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:15.566560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:15.570104] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:15.570188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:18.575185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:18.579085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:18.582884] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:18.586411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:18.586490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:21.592339] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:21.597244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:21.601241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:21.605156] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:21.605239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:24.611751] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:24.616746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:24.623034] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:24.628241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:24.628946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:27.633774] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:27.637443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:27.641280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:27.645030] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:27.645122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:30.649487] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:30.653178] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:30.656663] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:30.660235] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:30.660323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:33.666277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:33.674042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:33.680097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:33.684353] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:33.684446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:36.688833] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:36.693629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:36.698156] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:36.701944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:36.702093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:39.706401] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:39.711806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:39.715343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:39.719014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:39.719114] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:42.725213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:42.729963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:42.734107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:42.738525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:42.738622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:45.744836] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:45.750591] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:45.757160] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:45.762981] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:45.763145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:48.767948] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:48.771999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:48.776279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:48.780310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:48.780393] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:51.784384] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:51.788274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:51.792326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:51.796365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:51.796471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:54.801232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:54.805155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:54.809250] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:54.813163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:54.813265] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:14:57.820336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:14:57.825693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:14:57.830223] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:14:57.833970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:14:57.834049] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:00.840280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:00.846196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:00.851357] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:00.855452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:00.855537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:03.860168] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:03.864385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:03.870242] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:03.875028] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:03.875212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:06.883231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:06.888726] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:06.893830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:06.898562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:06.898688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:09.904612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:09.909697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:09.913990] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:09.918364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:09.918518] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:12.923080] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:12.927285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:12.930896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:12.934388] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:12.934487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:15.939310] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:15.943239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:15.947291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:15.951436] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:15.951524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:18.956760] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:18.961426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:18.965270] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:18.968899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:18.968977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:21.973783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:21.978707] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:21.984069] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:21.989164] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:21.989316] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:24.994239] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:24.998188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:25.002318] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:25.006452] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:25.006550] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:28.011588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:28.016112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:28.020392] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:28.023923] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:28.024005] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:31.029114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:31.033722] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:31.037886] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:31.041742] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:31.041852] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:34.049682] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:34.053918] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:34.244750] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:34.249182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:34.249288] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:37.256637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:37.261546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:37.265302] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:37.269469] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:37.269615] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:40.275405] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:40.279471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:40.283293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:40.286811] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:40.286905] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:43.291739] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:43.295886] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:43.300101] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:43.303785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:43.303879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:46.309667] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:46.314059] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:46.317717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:46.321293] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:46.321375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:49.326336] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:49.331335] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:49.336936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:49.341111] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:49.341200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:52.346978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:52.352179] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:52.357271] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:52.361513] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:52.361614] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:55.366546] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:55.371121] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:55.375259] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:55.379100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:55.379215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:15:58.385060] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:15:58.389866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:15:58.395089] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:15:58.399444] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:15:58.399572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:01.405179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:01.409860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:01.414158] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:01.419087] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:01.419187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:04.424800] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:04.433120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:04.438567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:04.443437] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:04.443548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:07.449200] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:07.454681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:07.459466] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:07.463181] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:07.463263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:10.468349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:10.471941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:10.475422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:10.479138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:10.479215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:13.486152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:13.490432] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:13.495103] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:13.498999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:13.499120] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:16.505117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:16.509350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:16.513443] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:16.517537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:16.517638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:19.524346] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:19.529197] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:19.533411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:19.538203] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:19.538327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:22.543367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:22.547275] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:22.551040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:22.554616] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:22.554749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:25.561494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:25.566111] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:25.570952] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:25.575362] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:25.575448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:28.580601] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:28.584684] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:28.589235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:28.593486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:28.593589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:31.600085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:31.606468] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:31.612187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:31.618270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:31.618446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:34.622917] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:34.627126] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:34.631756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:34.635575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:34.635698] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:37.640122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:37.643993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:37.648229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:37.652606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:37.652759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:40.659332] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:40.665609] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:40.670571] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:40.674676] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:40.674762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:43.678905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:43.682731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:43.686518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:43.690395] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:43.690584] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:46.695066] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:46.699820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:46.704662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:46.709376] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:46.709504] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:49.713839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:49.718058] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:49.721922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:49.725611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:49.725719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:52.730444] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:52.734837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:52.738742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:52.742625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:52.742754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:55.747992] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:55.752045] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:55.756107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:55.760199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:55.760291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:16:58.765507] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:16:58.770589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:16:58.774510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:16:58.777971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:16:58.778053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:01.784179] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:01.789556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:01.795417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:01.802431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:01.802603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:04.808253] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:04.812821] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:04.818447] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:04.823510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:04.823678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:07.828223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:07.833168] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:07.838163] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:07.843446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:07.843568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:10.849495] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:10.853265] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:10.858864] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:10.864102] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:10.864193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:13.869542] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:13.873502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:13.877226] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:13.880965] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:13.881133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:16.886528] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:16.890243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:16.893639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:16.897157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:16.897242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:19.901784] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:19.905709] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:19.909623] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:19.913190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:19.913302] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:22.923311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:22.928507] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:22.932398] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:22.936453] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:22.936539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:25.942036] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:25.946428] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:25.949974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:25.955050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:25.955143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:28.960443] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:28.965216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:28.969062] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:28.972628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:28.972746] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:31.979573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:31.984858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:31.992559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:31.998499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:31.998681] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:35.006866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:35.105279] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:35.141442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:35.213125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:35.213269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:38.218889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:38.223258] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:38.227845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:38.231535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:38.231612] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:41.237067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:41.241596] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:41.245169] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:41.248896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:41.248984] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:44.256158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:44.260445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:44.265883] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:44.270797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:44.270906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:47.277224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:47.285892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:47.290274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:47.294994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:47.295119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:50.300850] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:50.306063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:50.310337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:50.315591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:50.315790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:53.320879] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:53.325469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:53.329736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:53.334206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:53.334329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:56.341198] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:56.345741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:56.349754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:56.355325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:56.355435] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:17:59.360749] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:17:59.364597] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:17:59.368553] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:17:59.372401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:17:59.372501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:02.380432] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:02.386907] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:02.392067] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:02.397503] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:02.397827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:05.403744] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:05.408186] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:05.413265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:05.417319] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:05.417405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:08.423342] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:08.429119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:08.433566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:08.439074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:08.439312] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:11.445708] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:11.450337] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:11.454209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:11.458074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:11.458162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:14.463396] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:14.467192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:14.471297] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:14.475459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:14.475571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:17.480791] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:17.485735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:17.490842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:17.495272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:17.495390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:20.501247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:20.506241] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:20.510939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:20.515081] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:20.515157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:23.520506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:23.524736] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:23.528809] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:23.532345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:23.532440] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:26.537912] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:26.541738] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:26.545347] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:26.549231] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:26.549323] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:29.555314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:29.559589] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:29.563518] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:29.567850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:29.567972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:32.573115] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:32.577007] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:32.580964] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:32.585004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:32.585129] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:35.590275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:35.595403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:35.601239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:35.605289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:35.605402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:38.611188] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:38.615246] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:38.619228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:38.623196] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:38.623313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:41.628513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:41.633330] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:41.637930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:41.642031] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:41.642131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:44.647738] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:44.651897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:44.655601] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:44.659630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:44.659732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:47.664191] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:47.669187] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:47.674556] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:47.680357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:47.680464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:50.686506] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:50.690986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:50.694624] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:50.698512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:50.698610] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:53.703906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:53.708743] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:53.713321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:53.717218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:53.717305] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:56.723317] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:56.727320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:56.731219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:56.735026] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:56.735122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:18:59.741482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:18:59.746298] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:18:59.751176] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:18:59.755533] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:18:59.755796] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:02.763392] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:02.768892] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:02.774087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:02.778986] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:02.779093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:05.784499] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:05.789853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:05.794710] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:05.799240] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:05.799344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:08.804725] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:08.809030] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:08.812956] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:08.816501] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:08.816587] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:11.823203] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:11.827518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:11.833159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:11.838527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:11.838716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:14.842688] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:14.846259] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:14.849997] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:14.853586] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:14.853694] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:17.860931] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:17.866752] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:17.871410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:17.877173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:17.877291] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:20.885465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:20.890270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:20.895538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:20.900535] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:20.900688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:23.910079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:23.914593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:23.918360] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:23.922169] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:23.922271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:26.928776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:26.935608] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:26.941568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:26.947442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:26.947583] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:29.953255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:29.958085] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:29.961677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:29.965206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:29.965290] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:32.972953] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:32.978963] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:32.984369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:32.988445] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:32.988528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:35.993637] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:35.998139] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:36.002107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:36.005619] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:36.005730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:39.012264] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:39.017384] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:39.021611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:39.026220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:39.026315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:42.031292] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:42.035683] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:42.039807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:42.043720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:42.043814] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:45.048122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:45.051971] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:45.055421] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:45.059499] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:45.059592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:48.064970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:48.069408] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:48.073525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:48.077410] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:48.077505] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:51.083150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:51.087926] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:51.092675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:51.097378] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:51.097476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:54.102702] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:54.107076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:54.111544] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:54.115943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:54.116033] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:19:57.121704] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:19:57.125885] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:19:57.130123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:19:57.134101] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:19:57.134207] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:00.139813] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:00.144321] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:00.148401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:00.152492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:00.152597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:03.158320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:03.162974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:03.167304] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:03.175120] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:03.175231] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:06.181319] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:06.186209] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:06.190620] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:06.194273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:06.194377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:09.199113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:09.203444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:09.208662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:09.212401] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:09.212510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:12.217096] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:12.221261] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:12.225908] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:12.230289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:12.230424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:15.235604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:15.239978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:15.244131] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:15.248088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:15.248211] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:18.254106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:18.258693] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:18.263762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:18.269096] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:18.269225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:21.276075] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:21.280502] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:21.284155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:21.288012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:21.288103] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:24.294220] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:24.298390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:24.302499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:24.307801] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:24.307967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:27.313201] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:27.317278] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:27.321269] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:27.324926] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:27.325035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:30.330778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:30.335816] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:30.340673] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:30.345573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:30.345718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:33.350946] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:33.354583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:33.359266] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:33.363222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:33.363445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:36.369883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:36.374861] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:36.380332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:36.385210] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:36.385488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:39.390972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:39.395202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:39.399214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:39.404284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:39.404401] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:42.409358] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:42.413636] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:42.417582] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:42.421730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:42.421826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:45.427000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:45.437202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:45.443027] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:45.449359] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:45.450038] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:48.455035] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:48.459127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:48.463172] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:48.466946] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:48.467048] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:51.471612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:51.475915] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:51.479980] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:51.484259] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:51.484377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:54.489741] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:54.493805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:54.498180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:54.502226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:54.502317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:20:57.508428] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:20:57.512838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:20:57.516957] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:20:57.520812] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:20:57.520897] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:00.555105] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:00.559469] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:00.563538] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:00.567232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:00.567321] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:03.573746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:03.578547] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:03.582613] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:03.586361] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:03.586461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:06.591518] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:06.597529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:06.604369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:06.610007] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:06.610282] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:09.616419] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:09.621306] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:09.626161] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:09.638990] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:09.639319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:12.646006] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:12.652897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:12.659235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:12.664213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:12.664359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:15.669070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:15.672767] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:15.676453] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:15.679964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:15.680047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:18.687473] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:18.691855] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:18.696057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:18.700303] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:18.700871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:21.706513] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:21.711145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:21.715824] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:21.720099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:21.720197] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:24.725519] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:24.732146] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:24.736310] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:24.740584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:24.740856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:27.746971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:27.750920] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:27.755146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:27.760166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:27.760295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:30.765727] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:30.769962] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:30.774534] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:30.778131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:30.778218] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:33.783935] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:33.788897] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:33.793325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:33.797520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:33.797622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:36.804289] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:36.809004] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:36.813780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:36.817790] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:36.817913] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:39.824492] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:39.829331] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:39.834098] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:39.843726] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:39.843843] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:42.848978] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:42.854023] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:42.857857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:42.863267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:42.863360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:45.868796] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:45.872622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:45.876422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:45.880291] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:45.880388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:48.884780] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:48.888872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:48.893372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:48.897355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:48.897449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:51.902478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:51.906518] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:51.910622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:51.914741] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:51.914840] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:54.919345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:54.924158] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:54.929064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:54.933900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:54.934037] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:21:57.938409] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:21:57.942171] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:21:57.946240] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:21:57.951097] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:21:57.951318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:00.958585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:00.964836] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:00.970236] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:00.974523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:00.974613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:03.980117] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:03.984950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:03.989927] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:03.994218] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:03.994327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:07.002004] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:07.007270] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:07.104877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:07.110549] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:07.110742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:10.117212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:10.122517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:10.127530] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:10.132584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:10.132727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:13.139327] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:13.147172] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:13.156375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:13.162689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:13.162823] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:16.167858] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:16.172631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:16.178050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:16.182442] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:16.182705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:19.187811] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:19.191880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:19.196102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:19.200632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:19.200805] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:22.205328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:22.209425] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:22.213187] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:22.216931] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:22.217024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:25.222208] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:25.226517] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:25.230595] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:25.234850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:25.234954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:28.240692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:28.244706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:28.248917] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:28.252627] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:28.252736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:31.257457] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:31.261109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:31.265228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:31.269813] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:31.269899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:34.274768] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:34.278493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:34.282118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:34.285701] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:34.285787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:37.290431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:37.294964] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:37.299491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:37.303457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:37.303553] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:40.311051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:40.315997] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:40.320293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:40.324273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:40.324368] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:43.329584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:43.333678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:43.337395] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:43.341393] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:43.341506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:46.345996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:46.350901] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:46.355301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:46.360397] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:46.360507] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:49.365204] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:49.369141] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:49.373196] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:49.377457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:49.377549] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:52.382524] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:52.386948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:52.391414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:52.395756] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:52.395865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:55.404890] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:55.409583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:55.414479] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:55.418964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:55.419078] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:22:58.424017] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:22:58.428207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:22:58.432281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:22:58.436077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:22:58.436170] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:01.440928] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:01.444529] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:01.448011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:01.451921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:01.452003] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:04.457489] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:04.461832] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:04.465390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:04.468896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:04.468983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:07.474323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:07.478686] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:07.483201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:07.486936] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:07.487035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:10.492416] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:10.497216] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:10.502143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:10.508005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:10.508134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:13.512700] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:13.516835] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:13.520676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:13.525004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:13.525107] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:16.531255] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:16.535691] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:16.539872] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:16.544108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:16.544434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:19.550155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:19.553912] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:19.557245] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:19.562054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:19.562229] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:22.567547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:22.573147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:22.577367] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:22.582299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:22.582429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:25.588097] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:25.593514] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:25.597759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:25.602470] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:25.602566] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:28.608789] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:28.613109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:28.617520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:28.622182] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:28.622325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:31.628393] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:31.633364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:31.639048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:31.643592] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:31.643846] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:34.649355] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:34.653285] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:34.656800] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:34.660830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:34.660911] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:37.668734] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:37.674900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:37.680505] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:37.684411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:37.684496] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:40.689581] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:40.693527] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:40.697507] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:40.701970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:40.702099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:43.707153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:43.711038] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:43.714954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:43.719229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:43.719373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:46.724496] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:46.728453] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:46.732114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:46.735479] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:46.735562] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:49.742064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:49.746203] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:49.750425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:49.754072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:49.754181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:52.762124] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:52.766373] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:52.770596] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:52.774488] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:52.774573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:55.782586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:55.787631] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:55.792401] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:55.797760] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:55.797879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:23:58.805754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:23:58.844457] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:23:58.880609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:23:58.885467] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:23:58.885763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:01.893155] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:01.898521] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:01.903804] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:01.908698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:01.908901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:04.915093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:04.920820] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:04.925075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:04.930055] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:04.930314] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:07.937464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:07.943256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:07.949853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:07.956591] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:07.956774] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:10.962862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:10.967419] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:10.972782] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:10.978374] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:10.978556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:13.986999] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:13.993112] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:13.998807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:14.004789] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:14.004942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:17.009754] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:17.014359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:17.019477] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:17.024523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:17.024677] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:20.030266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:20.034864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:20.039057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:20.044817] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:20.044931] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:23.050045] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:23.053776] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:23.057532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:23.061507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:23.061734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:26.067373] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:26.071731] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:26.075702] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:26.079610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:26.079734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:29.085247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:29.089694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:29.093520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:29.097266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:29.097388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:32.104118] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:32.109274] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:32.113847] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:32.119940] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:32.120069] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:35.126862] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:35.131151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:35.134924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:35.139233] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:35.139342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:38.148625] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:38.155676] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:38.161471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:38.166301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:38.166403] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:41.170831] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:41.174615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:41.178185] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:41.181700] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:41.181790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:44.188126] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:44.192542] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:44.196741] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:44.201144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:44.201485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:47.207819] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:47.211768] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:47.215535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:47.219916] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:47.220156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:50.226573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:50.230618] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:50.234382] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:50.237904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:50.238012] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:53.244111] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:53.250323] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:53.254842] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:53.260153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:53.260426] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:56.267389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:56.273301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:56.278137] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:56.282208] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:56.282308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:24:59.287981] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:24:59.292345] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:24:59.297127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:24:59.301712] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:24:59.301831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:02.309467] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:02.315717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:02.323038] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:02.330861] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:02.331043] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:05.337318] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:05.342622] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:05.347085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:05.352148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:05.352309] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:08.358408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:08.363697] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:08.369085] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:08.374600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:08.374765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:11.380551] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:11.385076] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:11.389714] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:11.394131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:11.394269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:14.400013] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:14.404322] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:14.408385] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:14.413464] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:14.413623] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:17.420478] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:17.425317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:17.432119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:17.437900] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:17.438079] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:20.443441] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:20.448127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:20.453097] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:20.457129] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:20.457220] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:23.463455] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:23.467898] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:23.472141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:23.475982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:23.476067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:26.481185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:26.485300] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:26.489026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:26.492765] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:26.492851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:29.498914] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:29.503205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:29.507127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:29.510850] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:29.510945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:32.516434] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:32.520667] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:32.525218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:32.529913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:32.530176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:35.536085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:35.540765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:35.544835] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:35.548611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:35.548725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:38.555020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:38.559530] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:38.563562] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:38.567575] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:38.567748] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:41.573729] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:41.578080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:41.581767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:41.585106] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:41.585187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:44.590553] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:44.594410] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:44.598410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:44.602146] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:44.602240] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:47.608210] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:47.611941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:47.615561] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:47.619170] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:47.619245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:50.625101] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:50.629199] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:50.633193] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:50.637042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:50.637143] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:53.642107] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:53.646144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:53.649931] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:53.653498] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:53.653597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:56.660157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:56.664427] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:56.669404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:56.673770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:56.673851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:25:59.680557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:25:59.686083] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:25:59.691359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:25:59.695675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:25:59.695957] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:02.702666] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:02.707088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:02.711681] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:02.715962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:02.716066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:05.721758] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:05.725605] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:05.730194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:05.734637] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:05.734740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:08.739752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:08.744291] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:08.748915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:08.752521] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:08.752603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:11.760412] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:11.767188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:11.773325] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:11.779730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:11.779886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:14.786547] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:14.791515] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:14.795960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:14.800047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:14.800158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:17.805439] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:17.810679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:17.814991] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:17.819365] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:17.819465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:20.824770] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:20.828350] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:20.832670] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:20.836110] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:20.836193] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:23.842483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:23.847080] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:23.851129] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:23.855996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:23.856242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:26.861314] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:26.865117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:26.868958] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:26.872887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:26.872972] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:29.879328] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:29.883550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:29.887589] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:29.891673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:29.891768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:32.897330] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:32.900872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:32.904404] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:32.908515] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:32.908600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:35.914163] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:35.918812] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:35.923494] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:35.931509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:35.931668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:38.939387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:38.944184] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:38.950769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:38.956367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:38.956539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:41.961387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:41.964930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:41.968542] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:41.972027] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:41.972109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:44.978214] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:44.983079] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:44.987716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:44.992190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:44.992313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:47.999710] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:48.006138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:48.011999] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:48.016248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:48.016363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:51.025230] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:51.031120] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:51.037194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:51.041908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:51.042055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:54.047211] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:54.051212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:54.055732] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:54.059984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:54.060056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:26:57.067247] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:26:57.073869] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:26:57.078189] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:26:57.084336] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:26:57.084486] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:00.090021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:00.094426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:00.099301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:00.103241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:00.103329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:03.109152] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:03.112876] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:03.116394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:03.119982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:03.120062] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:06.126421] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:06.130366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:06.135292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:06.140530] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:06.140711] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:09.147508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:09.154087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:09.161150] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:09.165299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:09.165391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:12.171550] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:12.175341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:12.179470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:12.183514] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:12.183621] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:15.191565] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:15.198351] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:15.203854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:15.209060] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:15.209195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:18.214806] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:18.219151] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:18.222922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:18.227519] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:18.227725] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:21.233920] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:21.238982] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:21.243256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:21.247248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:21.247350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:24.252300] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:24.256783] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:24.263422] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:24.267584] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:24.267730] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:27.272752] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:27.277329] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:27.283350] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:27.287416] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:27.287510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:30.292261] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:30.297327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:30.301603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:30.305802] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:30.305902] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:33.311356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:33.316900] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:33.321326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:33.325904] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:33.326011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:36.331543] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:36.335969] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:36.339950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:36.343913] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:36.344019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:39.351481] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:39.357089] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:39.361182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:39.365894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:39.366001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:42.371371] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:42.374923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:42.378448] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:42.382050] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:42.382130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:45.388350] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:45.392669] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:45.396724] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:45.400457] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:45.400571] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:48.405340] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:48.408954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:48.412450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:48.415880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:48.415963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:51.422054] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:51.427358] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:51.436745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:51.441241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:51.441328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:54.448866] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:54.453477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:54.457807] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:54.461364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:54.461445] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:27:57.469130] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:27:57.473553] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:27:57.477943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:27:57.484431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:27:57.484607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:00.490150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:00.494013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:00.497770] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:00.501738] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:00.501824] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:03.508415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:03.513176] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:03.516946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:03.520487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:03.520572] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:06.528158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:06.534208] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:06.539119] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:06.543939] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:06.544095] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:09.555390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:09.561708] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:09.569079] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:09.575023] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:09.575171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:12.582636] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:12.588124] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:12.593735] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:12.598924] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:12.599067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:15.604114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:15.609413] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:15.614588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:15.619589] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:15.619819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:18.625462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:18.630455] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:18.636665] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:18.641366] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:18.641461] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:21.647275] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:21.652437] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:21.657332] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:21.661630] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:21.661753] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:24.667008] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:24.671445] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:24.675335] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:24.678792] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:24.678872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:27.685104] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:27.695025] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:27.699979] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:27.704054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:27.704174] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:30.708977] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:30.712694] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:30.717359] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:30.721731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:30.721839] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:33.725742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:33.729317] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:33.733077] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:33.737227] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:33.737343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:36.742320] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:36.746339] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:36.750402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:36.754041] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:36.754119] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:39.759566] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:39.765837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:39.771924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:39.776340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:39.776444] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:42.780597] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:42.784727] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:42.788441] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:42.792334] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:42.792423] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:45.797735] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:45.801389] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:45.806113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:45.810583] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:45.810704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:48.817056] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:48.821320] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:48.825058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:48.828600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:48.828733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:51.834622] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:51.838443] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:51.842082] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:51.846763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:51.846900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:54.854099] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:54.860868] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:54.869229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:54.875487] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:54.875701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:28:57.881970] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:28:57.887621] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:28:57.892400] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:28:57.896217] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:28:57.896313] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:00.900904] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:00.904614] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:00.908165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:00.912563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:00.912768] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:03.917025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:03.920765] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:03.924315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:03.927891] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:03.927987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:06.932915] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:06.936531] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:06.940141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:06.944299] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:06.944388] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:09.949479] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:09.954488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:09.959557] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:09.963486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:09.963716] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:12.968918] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:12.972513] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:12.976383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:12.980520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:12.980686] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:15.987341] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:15.992333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:15.997315] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:16.002534] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:16.002734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:19.009158] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:19.013908] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:19.018387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:19.022632] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:19.022763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:22.027561] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:22.031925] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:22.035720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:22.039596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:22.039726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:25.044692] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:25.048725] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:25.052831] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:25.057248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:25.057400] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:28.062989] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:28.068941] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:28.074030] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:28.079328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:28.079433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:31.086988] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:31.091405] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:31.095889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:31.100064] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:31.100180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:34.105605] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:34.109551] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:34.113296] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:34.117360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:34.117447] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:37.123011] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:37.127284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:37.131100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:37.135163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:37.135251] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:40.344162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:40.387318] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:40.422524] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:40.426439] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:40.426522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:43.432433] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:43.437294] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:43.441974] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:43.446080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:43.446187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:46.451051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:46.456093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:46.459968] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:46.463682] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:46.463788] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:49.469612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:49.474477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:49.480083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:49.484414] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:49.484601] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:52.490464] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:52.494135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:52.498174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:52.502305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:52.502427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:55.507503] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:55.511763] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:55.515899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:55.520528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:55.520699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:29:58.527231] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:29:58.532252] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:29:58.537326] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:29:58.541944] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:29:58.542086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:01.550616] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:01.555276] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:01.561045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:01.567783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:01.568271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:04.574215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:04.579805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:04.585391] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:04.591858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:04.591983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:07.597167] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:07.601145] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:07.604776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:07.608528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:07.608634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:10.613888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:10.617791] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:10.621317] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:10.624964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:10.625057] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:13.629620] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:13.633903] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:13.638003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:13.641855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:13.641933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:16.646771] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:16.650699] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:16.654305] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:16.658317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:16.658405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:19.662894] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:19.666958] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:19.670915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:19.674948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:19.675041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:22.680051] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:22.684071] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:22.688073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:22.691800] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:22.691889] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:25.697408] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:25.701934] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:25.706960] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:25.711349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:25.711451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:28.717924] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:28.722134] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:28.726577] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:28.732226] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:28.732372] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:31.738223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:31.742068] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:31.746411] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:31.750610] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:31.750742] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:34.756571] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:34.761147] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:34.766247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:34.770943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:34.771059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:37.778459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:37.785097] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:37.789725] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:37.794717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:37.794909] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:40.801756] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:40.806301] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:40.810783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:40.814628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:40.814790] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:43.820483] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:43.824364] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:43.828460] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:43.832871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:43.832962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:46.838026] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:46.841627] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:46.845117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:46.848797] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:46.848884] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:49.854510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:49.858814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:49.862410] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:49.866108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:49.866196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:52.871786] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:52.876013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:52.880064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:52.883938] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:52.884030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:55.891028] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:55.897048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:55.903029] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:55.908316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:55.908485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:30:58.914599] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:30:58.919746] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:30:58.924311] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:30:58.929500] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:30:58.929635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:01.965525] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:01.970582] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:01.974973] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:01.979375] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:01.979548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:04.985309] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:04.990144] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:04.994283] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:05.001250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:05.001508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:08.008021] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:08.012715] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:08.016471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:08.020337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:08.020429] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:11.223215] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:11.261545] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:11.295339] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:11.300302] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:11.300630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:14.305278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:14.309588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:14.313881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:14.318281] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:14.318390] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:17.323323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:17.328741] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:17.333943] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:17.338697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:17.338844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:20.344144] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:20.349439] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:20.353899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:20.359386] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:20.359513] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:23.364232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:23.369183] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:23.375001] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:23.379279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:23.379373] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:26.384825] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:26.389710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:26.394007] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:26.398635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:26.398787] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:29.403960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:29.408696] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:29.412276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:29.416783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:29.416883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:32.423943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:32.429493] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:32.433839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:32.439268] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:32.439442] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:35.444321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:35.449070] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:35.453152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:35.457557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:35.457857] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:38.464298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:38.468590] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:38.472482] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:38.476618] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:38.476762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:41.481984] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:41.488333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:41.493080] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:41.497819] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:41.497947] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:44.503873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:44.508706] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:44.513772] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:44.518880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:44.518980] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:47.524146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:47.530546] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:47.536703] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:47.543483] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:47.544452] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:50.549787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:50.553717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:50.557107] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:50.560537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:50.560616] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:53.565730] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:53.570008] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:53.574358] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:53.578212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:53.578306] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:56.583818] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:56.587873] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:56.591806] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:56.595606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:56.595721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:31:59.600463] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:31:59.605221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:31:59.609511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:31:59.613339] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:31:59.613451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:02.618182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:02.622239] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:02.626128] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:02.631754] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:02.631940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:05.637414] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:05.641426] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:05.645180] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:05.649322] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:05.649413] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:08.656883] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:08.662383] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:08.668424] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:08.672894] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:08.673006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:11.677592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:11.681860] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:11.686118] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:11.689807] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:11.689891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:14.694860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:14.704162] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:14.709234] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:14.713284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:14.713421] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:17.719079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:17.723891] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:17.727787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:17.731304] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:17.731384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:20.736174] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:20.740340] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:20.744428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:20.748690] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:20.748777] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:23.753783] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:23.758271] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:23.761987] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:23.765447] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:23.765527] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:26.771691] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:26.776135] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:26.780403] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:26.784213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:26.784294] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:29.790322] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:29.795690] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:29.801194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:29.805612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:29.805736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:32.811872] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:32.816501] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:32.822197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:32.827568] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:32.827736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:35.834070] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:35.838087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:35.841876] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:35.845759] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:35.845875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:38.850943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:38.855444] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:38.859759] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:38.864012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:38.864106] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:41.869482] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:41.873615] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:41.877472] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:41.881694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:41.881792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:44.888236] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:44.892448] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:44.896126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:44.900004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:44.900080] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:47.906114] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:47.911249] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:47.915736] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:47.919315] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:47.919399] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:50.925402] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:50.930803] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:50.934791] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:50.938781] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:50.938941] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:53.948839] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:53.954950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:53.960396] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:53.964598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:53.964816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:56.970323] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:56.974429] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:56.978896] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:56.982245] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:56.982344] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:32:59.987459] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:32:59.991155] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:32:59.994560] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:32:59.998049] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:32:59.998163] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:03.005046] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:03.010710] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:03.015498] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:03.020384] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:03.020551] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:06.025703] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:06.029438] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:06.033491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:06.037337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:06.037417] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:09.044106] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:09.049509] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:09.054535] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:09.058908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:09.059019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:12.063511] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:12.068392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:12.073413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:12.077345] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:12.077462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:15.082840] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:15.087598] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:15.092688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:15.096698] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:15.096783] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:18.102878] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:18.106805] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:18.110785] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:18.114556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:18.114669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:21.120674] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:21.125205] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:21.130462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:21.135151] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:21.135315] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:24.144746] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:24.149575] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:24.153718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:24.157308] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:24.157408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:27.162063] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:27.167104] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:27.172480] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:27.176284] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:27.176391] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:30.184539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:30.189036] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:30.192830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:30.196874] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:30.197004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:33.202360] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:33.206418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:33.210254] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:33.214029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:33.214110] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:36.219420] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:36.224224] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:36.228478] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:36.232489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:36.232580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:39.236888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:39.240441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:39.244045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:39.247512] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:39.247607] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:42.255943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:42.262905] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:42.268320] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:42.273337] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:42.273497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:45.278390] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:45.286828] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:45.293853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:45.299006] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:45.299238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:48.307141] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:48.312355] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:48.316753] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:48.320628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:48.320731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:51.327854] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:51.334138] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:51.339284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:51.344232] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:51.344359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:54.352196] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:54.358266] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:54.364053] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:54.370054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:54.370227] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:33:57.378025] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:33:57.383935] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:33:57.388893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:33:57.393256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:33:57.393394] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:00.400582] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:00.436780] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:00.474629] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:00.484125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:00.484336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:03.491961] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:03.497818] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:03.503758] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:03.508556] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:03.508721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:06.516493] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:06.525169] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:06.530229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:06.534579] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:06.534687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:09.540871] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:09.546357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:09.552260] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:09.557750] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:09.557842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:12.563799] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:12.570212] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:12.574752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:12.579494] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:12.579582] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:15.585529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:15.590671] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:15.594846] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:15.598972] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:15.599176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:18.606683] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:18.611485] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:18.616281] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:18.620921] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:18.621064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:21.626321] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:21.631810] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:21.637723] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:21.642996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:21.643104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:24.648821] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:24.655157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:24.660366] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:24.666229] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:24.666363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:27.675367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:27.680939] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:27.685718] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:27.691786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:27.691920] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:30.699672] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:30.704680] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:30.708769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:30.712520] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:30.712771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:33.718798] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:33.723525] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:33.727280] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:33.731717] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:33.731894] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:36.739205] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:36.744550] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:36.749114] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:36.755279] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:36.755433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:39.761475] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:39.766510] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:39.770918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:39.775206] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:39.775416] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:42.783559] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:42.790290] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:42.797199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:42.804606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:42.804835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:45.811697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:45.816823] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:45.828184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:45.834354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:45.834690] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:48.841632] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:48.847093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:48.851889] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:48.856100] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:48.856181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:51.862244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:51.867021] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:51.871511] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:51.876084] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:51.876296] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:54.887572] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:54.892519] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:54.897064] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:54.901364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:54.901453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:34:57.906623] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:34:57.911390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:34:57.915919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:34:57.920073] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:34:57.920185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:00.926313] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:00.932196] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:00.937337] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:00.942213] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:00.942318] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:03.948020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:03.953053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:03.958276] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:03.962734] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:03.962891] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:06.969888] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:06.975895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:06.982491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:06.988042] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:06.988176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:09.995965] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:10.002418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:10.006555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:10.010806] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:10.011001] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:13.020224] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:13.120822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:13.158143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:13.163740] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:13.164055] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:16.172113] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:16.178954] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:16.183301] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:16.188381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:16.188673] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:19.194557] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:19.200367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:19.205588] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:19.210236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:19.210419] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:22.215843] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:22.221055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:22.225323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:22.229542] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:22.229634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:25.237278] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:25.243207] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:25.247491] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:25.252148] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:25.252258] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:28.257425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:28.262487] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:28.267526] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:28.272250] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:28.272340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:31.277048] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:31.280980] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:31.285622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:31.290139] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:31.290253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:34.295583] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:34.301221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:34.307499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:34.312558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:34.312722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:37.319244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:37.325378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:37.332256] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:37.340313] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:37.340459] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:40.346146] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:40.351028] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:40.356111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:40.361363] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:40.361508] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:43.369140] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:43.375050] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:43.380241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:43.384333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:43.384506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:46.388932] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:46.392562] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:46.396123] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:46.399785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:46.399879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:49.404364] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:49.408200] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:49.411950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:49.415611] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:49.415732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:52.422349] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:52.428472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:52.433695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:52.439263] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:52.439464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:55.444903] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:55.449106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:55.453959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:55.458511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:55.458606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:35:58.465312] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:35:58.474403] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:35:58.480058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:35:58.484571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:35:58.484736] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:01.490344] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:01.494441] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:01.497967] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:01.501300] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:01.501377] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:04.508219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:04.512352] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:04.516241] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:04.519880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:04.519977] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:07.527266] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:07.532157] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:07.536776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:07.541596] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:07.541727] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:10.549145] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:10.553678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:10.557495] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:10.561131] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:10.561228] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:13.567556] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:13.572567] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:13.581513] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:13.586914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:13.587099] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:16.595020] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:16.600742] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:16.605289] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:16.609077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:16.609186] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:19.617418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:19.622985] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:19.627413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:19.631587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:19.631728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:22.636792] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:22.641604] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:22.646073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:22.649967] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:22.650173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:25.657471] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:25.662005] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:25.666043] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:25.670489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:25.670580] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:28.678905] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:28.686526] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:28.693942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:28.701017] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:28.701168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:31.707067] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:31.712717] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:31.717376] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:31.721757] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:31.721853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:34.727826] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:34.732556] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:34.738003] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:34.742277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:34.742490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:37.750315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:37.756704] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:37.761672] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:37.766598] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:37.766763] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:40.773573] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:40.780583] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:40.786141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:40.792267] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:40.792358] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:43.798162] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:43.803342] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:43.808126] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:43.811845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:43.812011] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:46.817092] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:46.821237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:46.825554] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:46.829507] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:46.829592] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:49.835142] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:49.839568] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:49.843532] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:49.849020] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:49.849320] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:52.855585] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:52.862986] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:52.868763] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:52.874774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:52.875059] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:55.879223] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:55.883678] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:55.888510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:55.892783] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:55.892864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:36:58.899047] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:36:58.903960] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:36:58.908761] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:36:58.913418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:36:58.913676] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:01.919908] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:01.925127] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:01.930662] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:01.935523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:01.935772] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:04.944418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:04.950360] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:04.956369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:04.961831] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:04.961998] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:07.967934] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:07.973406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:07.977802] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:07.983048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:07.983181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:10.988742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:10.993620] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:10.998451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:11.002471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:11.002556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:14.009199] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:14.108471] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:14.144292] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:14.306430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:14.306719] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:17.313801] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:17.318703] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:17.323743] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:17.334917] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:17.335148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:20.343607] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:20.349093] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:20.353390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:20.358340] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:20.359171] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:23.366465] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:23.373399] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:23.379459] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:23.385125] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:23.385738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:26.391298] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:26.396770] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:26.401726] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:26.408840] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:26.409077] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:29.415602] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:29.421612] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:29.426892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:29.433628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:29.434027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:32.439772] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:32.444117] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:32.448722] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:32.452914] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:32.452990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:35.460847] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:35.466477] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:35.472228] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:35.477887] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:35.478089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:38.486387] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:38.492788] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:38.501204] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:38.510220] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:38.510395] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:41.517143] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:41.521880] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:41.526961] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:41.531758] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:41.531870] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:44.539787] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:44.549853] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:44.555862] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:44.561368] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:44.561661] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:47.567287] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:47.571481] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:47.576639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:47.583899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:47.584245] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:50.589366] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:50.594256] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:50.601894] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:50.608510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:50.608822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:53.614539] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:53.621118] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:53.625720] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:53.629962] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:53.630191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:56.635071] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:56.639974] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:56.644272] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:56.648289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:56.648450] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:37:59.656679] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:37:59.663923] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:37:59.669026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:37:59.674945] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:37:59.675068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:02.682452] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:02.686895] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:02.690985] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:02.695853] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:02.696045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:05.704064] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:05.710367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:05.716677] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:05.721399] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:05.721500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:08.728000] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:08.733388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:08.738584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:08.743123] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:08.743244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:11.747889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:11.752053] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:11.756387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:11.760383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:11.760473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:14.767244] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:14.773837] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:14.778057] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:14.781694] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:14.781793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:17.788150] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:17.793341] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:17.797900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:17.803333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:17.803427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:20.809116] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:20.813202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:20.817286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:20.821980] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:20.822101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:23.827529] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:23.832588] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:23.837951] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:23.843153] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:23.843269] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:26.849415] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:26.854580] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:26.858891] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:26.863779] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:26.863904] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:29.869494] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:29.874234] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:29.878284] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:29.882546] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:29.882665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:32.887311] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:32.892063] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:32.896621] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:32.901261] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:32.901402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:35.906398] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:35.912248] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:35.916573] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:35.920428] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:35.920629] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:38.926603] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:38.932105] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:38.937239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:38.942349] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:38.942503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:41.949280] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:41.954564] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:41.959352] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:41.963600] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:41.963738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:44.969093] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:44.975245] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:44.981428] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:44.985446] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:44.985556] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:47.992219] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:47.997950] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:48.002787] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:48.007684] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:48.008053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:51.014418] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:51.020221] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:51.024201] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:51.028761] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:51.028988] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:54.035979] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:54.043672] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:54.048637] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:54.054612] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:54.054776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:38:57.066859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:38:57.072043] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:38:57.077058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:38:57.082471] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:38:57.082603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:00.090015] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:00.096681] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:00.101450] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:00.106573] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:00.106721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:03.114252] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:03.119884] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:03.126013] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:03.130997] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:03.131096] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:06.137324] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:06.142011] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:06.146903] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:06.152889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:06.153121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:09.159102] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:09.164992] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:09.170111] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:09.174277] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:09.174363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:12.180446] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:12.186378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:12.192405] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:12.197604] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:12.197809] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:15.204677] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:15.209996] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:15.216068] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:15.221435] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:15.221606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:18.228085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:18.234125] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:18.238712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:18.244697] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:18.244776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:21.249877] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:21.254161] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:21.260209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:21.264899] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:21.264981] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:24.271993] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:24.279202] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:24.286514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:24.291879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:24.292018] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:27.297259] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:27.302922] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:27.308634] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:27.312949] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:27.313131] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:30.318588] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:30.324450] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:30.331166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:30.335909] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:30.336032] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:33.341160] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:33.346087] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:33.350767] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:33.355381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:33.355511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:36.360007] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:36.364472] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:36.368563] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:36.373517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:36.373760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:39.381315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:39.387548] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:39.392745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:39.398202] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:39.398350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:42.404889] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:42.409557] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:42.413765] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:42.418845] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:42.419162] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:45.425367] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:45.430440] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:45.435279] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:45.440477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:45.440862] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:48.447049] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:48.451388] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:48.455950] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:48.460873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:48.461148] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:51.468315] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:51.472396] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:51.476113] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:51.480241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:51.480345] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:54.487927] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:54.493250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:54.499144] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:54.503563] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:54.503802] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:39:57.511635] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:39:57.518182] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:39:57.522914] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:39:57.528625] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:39:57.528954] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:00.535185] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:00.539357] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:00.544870] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:00.549373] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:00.549522] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:03.554960] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:03.563206] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:03.569916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:03.574541] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:03.574630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:06.579516] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:06.584088] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:06.588854] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:06.593674] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:06.593819] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:09.599356] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:09.603327] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:09.608343] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:09.612333] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:09.612428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:12.617039] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:12.621523] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:12.625680] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:12.629492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:12.629767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:15.636431] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:15.642367] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:15.648127] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:15.653372] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:15.653517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:18.658537] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:18.663679] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:18.667946] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:18.672270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:18.672366] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:21.678852] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:21.683666] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:21.688769] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:21.694212] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:21.694350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:24.700213] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:24.704723] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:24.708916] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:24.714126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:24.714225] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:27.723374] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:27.729119] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:27.734197] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:27.739248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:27.739497] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:30.745156] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:30.750735] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:30.756609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:30.761851] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:30.762042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:33.768910] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:33.772967] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:33.776578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:33.780014] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:33.780113] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:36.789526] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:36.794480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:36.799792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:36.804562] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:36.804669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:39.810906] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:39.816286] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:39.821752] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:39.826871] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:39.826992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:42.833277] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:42.839344] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:42.843933] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:42.847877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:42.847962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:45.854544] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:45.860051] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:45.865061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:45.869855] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:45.869967] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:48.875861] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:48.880284] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:48.884168] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:48.888988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:48.889109] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:51.894766] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:51.899366] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:51.903592] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:51.908132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:51.908262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:54.914860] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:54.919809] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:54.924881] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:54.928858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:54.928968] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:40:57.934778] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:40:57.938978] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:40:57.942863] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:40:57.946613] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:40:57.946717] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:00.952612] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:00.958577] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:00.963700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:00.968412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:00.968554] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:04.004461] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:04.009365] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:04.013890] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:04.018288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:04.018367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:07.023859] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:07.029048] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:07.033789] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:07.037948] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:07.038071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:10.044257] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:10.049406] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:10.054499] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:10.058677] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:10.058782] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:13.065157] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:13.072167] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:13.077848] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:13.083367] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:13.083484] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:16.089508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:16.094732] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:16.100811] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:16.105879] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:16.106156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:19.111212] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:19.116800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:19.121977] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:19.125985] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:19.126067] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:22.131510] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:22.137431] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:22.142948] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:22.148597] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:22.148747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:25.155079] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:25.160174] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:25.164615] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:25.169561] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:25.169679] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:28.177228] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:28.182035] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:28.186893] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:28.191222] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:28.191325] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:31.196284] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:31.200858] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:31.206922] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:31.213173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:31.213701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:34.221263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:34.227452] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:34.232042] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:34.237404] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:34.237758] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:37.244154] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:37.248792] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:37.254009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:37.258841] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:37.258992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:40.266333] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:40.272288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:40.278239] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:40.283540] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:40.283635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:43.290972] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:43.296430] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:43.302399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:43.308238] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:43.308369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:46.315389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:46.321055] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:46.326918] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:46.332157] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:46.332273] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:49.338719] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:49.342795] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:49.347353] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:49.352067] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:49.352375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:52.359462] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:52.364800] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:52.369776] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:52.374216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:52.374329] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:55.379592] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:55.384012] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:55.388293] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:55.392253] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:55.392343] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:41:58.398147] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:41:58.403359] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:41:58.408516] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:41:58.413173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:41:58.413254] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:01.419243] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:01.423772] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:01.428796] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:01.433424] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:01.433525] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:04.439052] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:04.443849] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:04.448154] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:04.452390] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:04.452476] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:07.459776] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:07.465593] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:07.469510] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:07.473884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:07.474160] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:10.479425] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:10.484034] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:10.487833] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:10.492785] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:10.492900] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:13.498225] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:13.505188] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:13.509578] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:13.514449] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:13.514575] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:16.520357] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:16.526362] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:16.532258] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:16.537477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:16.537634] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:19.544587] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:19.549879] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:19.556412] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:19.560711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:19.560797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:22.565122] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:22.570402] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:22.575122] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:22.579046] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:22.579136] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:25.584586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:25.589042] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:25.593603] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:25.598048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:25.598168] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:28.603222] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:28.607424] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:28.612174] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:28.616873] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:28.617152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:31.623299] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:31.628638] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:31.634164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:31.638552] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:31.638728] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:34.645584] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:34.651250] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:34.656066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:34.661256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:34.661367] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:37.670009] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:37.676516] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:37.682263] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:37.686571] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:37.686683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:40.691508] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:40.696503] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:40.701639] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:40.707035] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:40.707139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:43.714724] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:43.719872] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:43.724705] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:43.729569] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:43.729842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:46.738837] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:46.744798] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:46.750484] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:46.755415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:46.755731] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:49.762085] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:49.766152] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:49.770919] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:49.774870] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:49.775158] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:52.780897] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:52.785629] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:52.790218] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:52.794310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:52.794410] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:55.800629] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:55.805385] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:55.810235] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:55.814544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:55.814630] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:42:58.821586] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:42:58.828194] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:42:58.833813] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:42:58.839394] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:42:58.839488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:01.845742] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:01.851806] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:01.858084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:01.863517] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:01.863721] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:04.870996] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:04.875558] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:04.883167] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:04.888516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:04.888600] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:07.892969] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:07.897745] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:07.901797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:07.905791] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:07.905879] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:10.911706] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:10.917864] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:10.923202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:10.927463] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:10.927573] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:13.933153] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:13.938420] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:13.943599] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:13.949140] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:13.949379] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:16.954417] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:16.958984] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:16.963425] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:16.967516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:16.967626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:19.974195] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:19.979238] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:19.983368] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:19.988251] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:19.988349] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:22.993952] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:22.999333] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:23.005166] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:23.010221] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:23.010354] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:26.018549] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:26.023378] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:26.028744] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:26.033896] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:26.034071] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:29.042136] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:29.048131] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:29.053844] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:29.059116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:29.059209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:32.066033] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:32.072814] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:32.080209] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:32.085511] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:32.085632] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:35.093424] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:35.098019] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:35.102470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:35.107385] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:35.107498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:38.114037] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:38.118390] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:38.122525] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:38.127003] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:38.127538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:41.134077] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:41.138288] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:41.142536] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:41.147335] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:41.147487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:44.153343] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:44.157392] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:44.161471] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:44.165413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:44.165517] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:47.172604] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:47.178532] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:47.183056] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:47.186838] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:47.187027] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:50.194164] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:50.203804] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:50.208632] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:50.213043] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:50.213133] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:53.221669] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:53.228705] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:53.234198] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:53.239405] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:53.239542] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:56.245535] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:56.250480] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:56.255877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:56.266107] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:56.266300] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:43:59.271941] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:43:59.276192] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:43:59.280329] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:43:59.284098] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:43:59.284181] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:02.290372] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:02.326414] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:02.363141] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:02.367883] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:02.367979] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:05.372930] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:05.378237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:05.382937] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:05.386686] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:05.386767] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:08.391159] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:08.394999] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:08.399026] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:08.403076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:08.403166] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:11.409982] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:11.414993] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:11.419959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:11.425355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:11.425548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:14.431263] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:14.435237] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:14.439938] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:14.444177] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:14.444271] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:17.449307] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:17.455569] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:17.462286] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:17.466730] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:17.466800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:20.472181] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:20.476244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:20.479760] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:20.483295] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:20.483375] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:23.487873] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:23.492375] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:23.497018] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:23.501415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:23.501510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:26.508548] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:26.512851] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:26.517048] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:26.522199] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:26.522449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:29.527921] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:29.532719] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:29.537381] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:29.541138] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:29.541239] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:32.547697] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:32.553013] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:32.558774] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:32.565089] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:32.565190] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:35.572232] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:35.578262] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:35.583387] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:35.589056] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:35.589177] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:38.596849] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:38.601244] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:38.604909] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:38.609381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:38.609498] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:41.615379] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:41.619930] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:41.625073] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:41.629013] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:41.629097] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:44.635001] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:44.641165] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:44.646420] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:44.651969] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:44.652093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:47.658171] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:47.664057] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:47.669152] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:47.674537] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:47.674691] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:50.680182] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:50.684866] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:50.690457] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:50.694763] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:50.694895] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:53.699943] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:53.704948] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:53.710451] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:53.715095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:53.715182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:56.721089] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:56.727159] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:56.732087] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:56.737270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:56.737485] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:44:59.742971] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:44:59.747916] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:44:59.752742] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:44:59.758673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:44:59.758770] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:02.765389] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:45:02.771965] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:02.778092] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:02.784152] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:02.784264] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:05.791345] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:45:05.795838] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:05.801165] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:05.807639] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:05.807813] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:08.813095] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:45:08.817889] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:08.821694] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:08.826695] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:08.826815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:11.832714] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:45:11.839103] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:11.845389] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:11.850720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:11.850923] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:14.856705] [WARN ] [tdm-status] Service 'tdm' is currently running and is a dependency of this service.
[2025-10-13T22:45:14.860994] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:14.864915] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:14.868704] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:14.868793] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T22:45:17.873175] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T22:45:17.876875] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T22:45:17.881108] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T22:45:17.886442] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T22:45:17.890707] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T22:45:17.891057] [WARN ] [STATE     ] State set to: RUNNING
[2025-10-13T22:45:17.891301] [INFO ] [CACHE     ] Starting cache update
[2025-10-13T22:45:17.891416] [DEBUG] [REMOTE    ] Fetching unscheduled blackout dates from 'https://tdm.silogroup.org/cache/unscheduled_blackouts.txt'.
[2025-10-13T22:45:17.895535] [DEBUG] [REMOTE    ] Fetched 1 unscheduled blackout dates.
[2025-10-13T22:45:17.895927] [DEBUG] [LOCAL     ] Cached 1 unscheduled blackout dates
[2025-10-13T22:45:17.895984] [INFO ] [CACHE     ] Cache update completed successfully
[2025-10-13T22:45:17.896053] [INFO ] [sig       ] Resuming configuration (only processing symbols without existing configuration)
[2025-10-13T22:45:17.896114] [DEBUG] [REMOTE    ] Fetching current symbols from directory listing at 'https://tdm.silogroup.org/data/derivative_storage'.
[2025-10-13T22:45:17.958672] [DEBUG] [REMOTE    ] Fetched 1810 unique symbols from directory listing.
[2025-10-13T22:45:17.966496] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BEPC
[2025-10-13T22:45:17.968027] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ATHM
[2025-10-13T22:45:17.968378] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CCS
[2025-10-13T22:45:17.968504] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EPRT
[2025-10-13T22:45:17.968704] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ALB
[2025-10-13T22:45:17.968866] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RXO
[2025-10-13T22:45:17.969001] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AP
[2025-10-13T22:45:17.969151] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CVX
[2025-10-13T22:45:17.969251] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BCE
[2025-10-13T22:45:17.970316] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: APOS
[2025-10-13T22:45:17.970467] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CION
[2025-10-13T22:45:17.970612] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CGAU
[2025-10-13T22:45:17.970737] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BMEZ
[2025-10-13T22:45:17.970833] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DRLL
[2025-10-13T22:45:17.970918] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DVA
[2025-10-13T22:45:17.970986] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ATMU
[2025-10-13T22:45:17.971082] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AEO
[2025-10-13T22:45:17.971185] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DNP
[2025-10-13T22:45:17.971313] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CHH
[2025-10-13T22:45:17.971439] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EMD
[2025-10-13T22:45:17.971564] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CVI
[2025-10-13T22:45:17.972171] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EDU
[2025-10-13T22:45:17.972448] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: PHD
[2025-10-13T22:45:17.972619] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AAT
[2025-10-13T22:45:17.972763] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: APLE
[2025-10-13T22:45:17.972874] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ATR
[2025-10-13T22:45:17.972996] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AU
[2025-10-13T22:45:17.973072] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AGO
[2025-10-13T22:45:17.973173] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACR
[2025-10-13T22:45:17.973275] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AOS
[2025-10-13T22:45:17.973367] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BAH
[2025-10-13T22:45:17.973480] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CHN
[2025-10-13T22:45:17.973581] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MP
[2025-10-13T22:45:17.973710] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AXP
[2025-10-13T22:45:17.973818] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CTRE
[2025-10-13T22:45:17.973950] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: GDIV
[2025-10-13T22:45:17.974103] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DRI
[2025-10-13T22:45:17.974233] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CWAN
[2025-10-13T22:45:17.974337] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACEL
[2025-10-13T22:45:17.974426] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: A
[2025-10-13T22:45:17.974519] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: YSG
[2025-10-13T22:45:17.974672] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BGX
[2025-10-13T22:45:17.974786] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ATO
[2025-10-13T22:45:17.974880] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BIO
[2025-10-13T22:45:17.974991] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CRK
[2025-10-13T22:45:17.975079] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CMA
[2025-10-13T22:45:17.975177] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ALC
[2025-10-13T22:45:17.975257] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: HUM
[2025-10-13T22:45:17.975335] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ARDC
[2025-10-13T22:45:17.975430] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RY
[2025-10-13T22:45:17.975512] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BCX
[2025-10-13T22:45:17.975583] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AFG
[2025-10-13T22:45:17.975698] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BLE
[2025-10-13T22:45:17.975780] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DTW
[2025-10-13T22:45:17.975868] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ENB
[2025-10-13T22:45:17.976803] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RYAM
[2025-10-13T22:45:17.976937] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CINT
[2025-10-13T22:45:17.977032] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: GVA
[2025-10-13T22:45:17.977138] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ALEX
[2025-10-13T22:45:17.977227] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EMR
[2025-10-13T22:45:17.977326] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EDF
[2025-10-13T22:45:17.977423] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AORT
[2025-10-13T22:45:17.977547] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CIB
[2025-10-13T22:45:17.977714] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BP
[2025-10-13T22:45:17.977816] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: VSTS
[2025-10-13T22:45:17.977966] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: LAD
[2025-10-13T22:45:17.978057] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: GCO
[2025-10-13T22:45:17.978146] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: RYAN
[2025-10-13T22:45:17.978219] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CUBI
[2025-10-13T22:45:17.978310] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: NIM
[2025-10-13T22:45:17.978398] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ADNT
[2025-10-13T22:45:17.978468] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: COR
[2025-10-13T22:45:17.978545] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ACCO
[2025-10-13T22:45:17.978627] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: JMIA
[2025-10-13T22:45:17.978787] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: LNN
[2025-10-13T22:45:17.978889] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ATS
[2025-10-13T22:45:17.978976] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CLPR
[2025-10-13T22:45:17.979077] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EAT
[2025-10-13T22:45:17.979147] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: WDS
[2025-10-13T22:45:17.979227] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EFX
[2025-10-13T22:45:17.979311] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AN
[2025-10-13T22:45:17.979415] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CVEO
[2025-10-13T22:45:17.979510] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AVTR
[2025-10-13T22:45:17.979594] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CMSD
[2025-10-13T22:45:17.979712] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: FPI
[2025-10-13T22:45:17.979816] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: JEQ
[2025-10-13T22:45:17.979908] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: LEO
[2025-10-13T22:45:17.979991] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BNL
[2025-10-13T22:45:17.980070] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AEG
[2025-10-13T22:45:17.980155] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ANET
[2025-10-13T22:45:17.980265] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: TWLO
[2025-10-13T22:45:17.980371] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: MOV
[2025-10-13T22:45:17.980454] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: AXTA
[2025-10-13T22:45:17.980516] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BAM
[2025-10-13T22:45:17.980578] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CYD
[2025-10-13T22:45:17.980638] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EARN
[2025-10-13T22:45:17.980772] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EBF
[2025-10-13T22:45:17.980868] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: DVN
[2025-10-13T22:45:17.980983] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: ADC
[2025-10-13T22:45:17.981110] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: CIVI
[2025-10-13T22:45:17.981200] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BTCM
[2025-10-13T22:45:17.981280] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: EGY
[2025-10-13T22:45:17.981365] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: HLX
[2025-10-13T22:45:17.981453] [DEBUG] [LOCAL     ] Pruned configuration for invalid symbol: BCC
[2025-10-13T22:45:17.981539] [INFO ] [LOCAL     ] Pruned 104 configuration files
[2025-10-13T22:45:17.983194] [INFO ] [sig       ] Skipping 1719 symbols with existing configuration
[2025-10-13T22:45:17.983931] [INFO ] [sig       ] Found 91 active symbols to configure
[2025-10-13T22:45:17.984214] [INFO ] [sig       ] [1/91] Configuring AB...
[2025-10-13T22:45:17.984286] [INFO ] [CONFIGURE ] AB: Configurate test run.
[2025-10-13T22:45:17.984357] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AB' from 'https://tdm.silogroup.org/data/derivative_storage/AB.csv'.
[2025-10-13T22:45:17.996513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AB'.
[2025-10-13T22:45:17.996976] [INFO ] [CONFIGURE ] AB: Testing with 29 available features
[2025-10-13T22:45:17.997034] [INFO ] [CONFIGURE ] AB: Establishing baseline with no features...
[2025-10-13T22:45:18.121670] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:45:18.223497] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:45:18.344619] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:18.460375] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:18.567891] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:18.676347] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:18.795554] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:18.904057] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:19.016536] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:19.127395] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:45:19.127547] [INFO ] [CONFIGURE ] AB: Baseline score (no features): 30.00%
[2025-10-13T22:45:19.127665] [INFO ] [CONFIGURE ] AB: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:45:19.127724] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:45:19.245813] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:45:19.360176] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:45:19.476128] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:19.617493] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:19.758693] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:19.899097] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:20.024762] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:45:20.217178] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:20.334615] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:20.452494] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:20.452692] [INFO ] [CONFIGURE ] AB: DISCARDED add_bollinger_bands (score: 20.00%)
[2025-10-13T22:45:20.452753] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.3s/test | Remaining: 2638 tests
[2025-10-13T22:45:20.452792] [INFO ] [CONFIGURE ] AB: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:45:20.452824] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:45:20.598637] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:20.723627] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:20.845392] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:20.965618] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:21.089007] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:21.217476] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:21.338949] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:21.460131] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:21.595456] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:21.718472] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:21.718689] [INFO ] [CONFIGURE ] AB: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-13T22:45:21.718755] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.3s/test | Remaining: 2637 tests
[2025-10-13T22:45:21.718792] [INFO ] [CONFIGURE ] AB: Testing feature 3/29: add_daily_returns
[2025-10-13T22:45:21.718825] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:45:21.841905] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:21.966972] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:22.093463] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:22.220035] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:22.344662] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:22.482687] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:22.610081] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:22.736989] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:22.865715] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:22.997127] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:22.997280] [INFO ] [CONFIGURE ] AB: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T22:45:22.997325] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.3s/test | Remaining: 2636 tests
[2025-10-13T22:45:22.997361] [INFO ] [CONFIGURE ] AB: Testing feature 4/29: add_ema
[2025-10-13T22:45:22.997392] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T22:45:23.137279] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:23.278090] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:23.419015] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:23.581058] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:23.761018] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:23.905485] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:24.049844] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:24.195493] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:24.344186] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:24.488110] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:45:24.488259] [INFO ] [CONFIGURE ] AB: DISCARDED add_ema (score: 40.00%)
[2025-10-13T22:45:24.488303] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.3s/test | Remaining: 2635 tests
[2025-10-13T22:45:24.488338] [INFO ] [CONFIGURE ] AB: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:45:24.488371] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:45:24.654548] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:24.799666] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:24.944382] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:25.087636] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:25.234842] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:25.386711] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:25.535093] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:25.681358] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:25.830913] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:25.983441] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:25.983625] [INFO ] [CONFIGURE ] AB: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T22:45:25.983705] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2634 tests
[2025-10-13T22:45:25.983800] [INFO ] [CONFIGURE ] AB: Testing feature 6/29: add_failed_moves
[2025-10-13T22:45:25.983852] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T22:45:26.109707] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:26.235796] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:26.371148] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:26.506284] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:26.638727] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:26.772226] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:26.909127] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:27.049447] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:27.185254] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:27.325097] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:27.325346] [INFO ] [CONFIGURE ] AB: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T22:45:27.325412] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2633 tests
[2025-10-13T22:45:27.325504] [INFO ] [CONFIGURE ] AB: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:45:27.325547] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T22:45:27.452205] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:27.576093] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:27.699158] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:27.825570] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:27.951791] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:28.082298] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:28.205391] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:28.326783] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:28.450375] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:28.574558] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:28.574765] [INFO ] [CONFIGURE ] AB: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T22:45:28.574817] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.3s/test | Remaining: 2632 tests
[2025-10-13T22:45:28.574851] [INFO ] [CONFIGURE ] AB: Testing feature 8/29: add_macd
[2025-10-13T22:45:28.574883] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T22:45:28.736034] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:45:28.904774] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:29.069266] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:29.238434] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:29.402685] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:45:29.567394] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:29.737829] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:29.904364] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:45:30.072321] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:30.272139] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:45:30.272448] [INFO ] [CONFIGURE ] AB: DISCARDED add_macd (score: 40.00%)
[2025-10-13T22:45:30.272570] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2631 tests
[2025-10-13T22:45:30.272633] [INFO ] [CONFIGURE ] AB: Testing feature 9/29: add_mfi
[2025-10-13T22:45:30.272712] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T22:45:30.443533] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:30.608329] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:30.770295] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:30.930994] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:31.094320] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:31.261363] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:31.425988] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:31.582248] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:31.731696] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:31.885463] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:31.885662] [INFO ] [CONFIGURE ] AB: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T22:45:31.885726] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2630 tests
[2025-10-13T22:45:31.885764] [INFO ] [CONFIGURE ] AB: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:45:31.885796] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:45:32.049626] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:32.211358] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:32.393524] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:32.567299] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:32.730789] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:32.892317] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:33.074374] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:33.242895] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:33.411942] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:33.580746] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:45:33.580945] [INFO ] [CONFIGURE ] AB: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T22:45:33.580994] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.4s/test | Remaining: 2629 tests
[2025-10-13T22:45:33.581032] [INFO ] [CONFIGURE ] AB: Testing feature 11/29: add_obv_daily
[2025-10-13T22:45:33.581067] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T22:45:33.715265] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:33.848215] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:45:33.985488] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:34.142485] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:34.300111] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:34.446426] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:34.591075] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:34.732169] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:34.874752] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:35.037974] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:35.038466] [INFO ] [CONFIGURE ] AB: DISCARDED add_obv_daily (score: 20.00%)
[2025-10-13T22:45:35.038531] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.4s/test | Remaining: 2628 tests
[2025-10-13T22:45:35.038571] [INFO ] [CONFIGURE ] AB: Testing feature 12/29: add_obv_interval
[2025-10-13T22:45:35.038603] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:45:35.170392] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:45:35.301961] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:45:35.435337] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:35.572822] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:35.705124] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:35.843566] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:35.980913] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:36.124179] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:36.255623] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:36.386392] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:36.386592] [INFO ] [CONFIGURE ] AB: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T22:45:36.386664] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2627 tests
[2025-10-13T22:45:36.386722] [INFO ] [CONFIGURE ] AB: Testing feature 13/29: add_opening_strength
[2025-10-13T22:45:36.386756] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:45:36.523077] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:36.660325] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:36.797326] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:36.936688] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:37.078573] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:37.222063] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:37.362604] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:37.504481] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:37.647150] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:37.788443] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:37.788629] [INFO ] [CONFIGURE ] AB: KEPT add_opening_strength (score: 50.00%)
[2025-10-13T22:45:37.788713] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2626 tests
[2025-10-13T22:45:37.788757] [INFO ] [CONFIGURE ] AB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:45:37.788790] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T22:45:37.943785] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:45:38.099489] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:45:38.261522] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:38.419209] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:38.576191] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:45:38.735267] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:38.896435] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:39.059023] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:39.249327] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:39.414434] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:39.414609] [INFO ] [CONFIGURE ] AB: DISCARDED add_order_flow_imbalance (score: 10.00%)
[2025-10-13T22:45:39.414686] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.4s/test | Remaining: 2625 tests
[2025-10-13T22:45:39.414741] [INFO ] [CONFIGURE ] AB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:45:39.414775] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T22:45:39.554011] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:39.695179] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:39.840863] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:39.988297] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:40.134813] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:40.283399] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:40.434299] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:40.591340] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:40.755049] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:40.906959] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:40.907133] [INFO ] [CONFIGURE ] AB: KEPT add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T22:45:40.907180] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2624 tests
[2025-10-13T22:45:40.907218] [INFO ] [CONFIGURE ] AB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:45:40.907251] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-13T22:45:41.069446] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:41.243135] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:41.414639] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:41.583478] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:41.752964] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:41.922958] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:42.083185] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:42.273567] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:42.434405] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:42.600592] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:42.600787] [INFO ] [CONFIGURE ] AB: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:45:42.600838] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2623 tests
[2025-10-13T22:45:42.600873] [INFO ] [CONFIGURE ] AB: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:45:42.600906] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-13T22:45:42.764089] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:42.924095] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:43.085575] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:43.245027] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:43.407269] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:43.571328] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:43.732847] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:43.898852] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:44.064113] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:44.232504] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:44.232702] [INFO ] [CONFIGURE ] AB: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T22:45:44.232763] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2622 tests
[2025-10-13T22:45:44.232802] [INFO ] [CONFIGURE ] AB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:45:44.232835] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-13T22:45:44.382704] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:44.560272] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:44.708803] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:44.856246] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:45.009076] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:45.157846] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:45.331740] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:45.484195] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:45.638918] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:45.796605] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:45.796860] [INFO ] [CONFIGURE ] AB: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T22:45:45.796920] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2621 tests
[2025-10-13T22:45:45.796959] [INFO ] [CONFIGURE ] AB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:45:45.796991] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-13T22:45:45.950979] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:46.105544] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:46.261731] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:46.414321] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:46.572147] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:46.724615] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:46.878208] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:47.036737] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:47.197672] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:47.362142] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:47.362420] [INFO ] [CONFIGURE ] AB: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T22:45:47.362480] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2620 tests
[2025-10-13T22:45:47.362516] [INFO ] [CONFIGURE ] AB: Testing feature 20/29: add_price_rejection
[2025-10-13T22:45:47.362546] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-13T22:45:47.531270] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:47.706006] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:47.886185] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:48.060814] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:48.229149] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:48.398837] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:48.569520] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:48.724364] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:48.882118] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:49.041264] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:49.041442] [INFO ] [CONFIGURE ] AB: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T22:45:49.041486] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2619 tests
[2025-10-13T22:45:49.041522] [INFO ] [CONFIGURE ] AB: Testing feature 21/29: add_range_position
[2025-10-13T22:45:49.041555] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_range_position']
[2025-10-13T22:45:49.213632] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:49.380877] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:49.551156] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:49.726410] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:49.902600] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:50.079203] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:50.263805] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:45:50.443331] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:50.624705] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:50.802108] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:50.802300] [INFO ] [CONFIGURE ] AB: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:45:50.802345] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2618 tests
[2025-10-13T22:45:50.802383] [INFO ] [CONFIGURE ] AB: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:45:50.802416] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-13T22:45:50.986295] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:51.169970] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:51.352266] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:51.536923] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:51.721263] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:45:51.907911] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:52.092019] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:52.278990] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:52.466035] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:52.648276] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:52.648481] [INFO ] [CONFIGURE ] AB: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T22:45:52.648528] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2617 tests
[2025-10-13T22:45:52.648563] [INFO ] [CONFIGURE ] AB: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:45:52.648595] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-13T22:45:52.801786] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:52.969065] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:53.140915] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:53.325211] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:53.550785] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:53.721309] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:53.890180] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:54.058974] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:54.230598] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:54.395513] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:54.395817] [INFO ] [CONFIGURE ] AB: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T22:45:54.395878] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2616 tests
[2025-10-13T22:45:54.395916] [INFO ] [CONFIGURE ] AB: Testing feature 24/29: add_rsi
[2025-10-13T22:45:54.395949] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-13T22:45:54.608849] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:54.789129] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:54.972733] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:55.159894] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:55.373606] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:55.549122] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:55.730548] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:55.909803] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:56.085444] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:56.267467] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:56.267738] [INFO ] [CONFIGURE ] AB: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:45:56.267803] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2615 tests
[2025-10-13T22:45:56.267842] [INFO ] [CONFIGURE ] AB: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:45:56.267874] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-13T22:45:56.431061] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:56.584288] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:56.735832] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:45:56.888158] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:57.055553] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:57.241329] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:45:57.419628] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:57.598062] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:57.764236] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:45:57.926950] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:57.927171] [INFO ] [CONFIGURE ] AB: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T22:45:57.927235] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2614 tests
[2025-10-13T22:45:57.927347] [INFO ] [CONFIGURE ] AB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:45:57.927407] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-13T22:45:58.094388] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:58.259745] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:45:58.418515] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:45:58.578227] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:45:58.746991] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:45:58.904080] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:45:59.059864] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:45:59.213863] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:45:59.368087] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:45:59.528274] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:45:59.528477] [INFO ] [CONFIGURE ] AB: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-13T22:45:59.528530] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2613 tests
[2025-10-13T22:45:59.528576] [INFO ] [CONFIGURE ] AB: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:45:59.528633] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-13T22:45:59.708048] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:45:59.887488] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:46:00.055724] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:00.223632] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:00.397353] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:00.568135] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:46:00.739009] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:00.910012] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:46:01.085065] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:01.267164] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:46:01.267408] [INFO ] [CONFIGURE ] AB: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-13T22:46:01.267475] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2612 tests
[2025-10-13T22:46:01.267516] [INFO ] [CONFIGURE ] AB: Testing feature 28/29: add_volume_profile
[2025-10-13T22:46:01.267549] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-13T22:46:01.459473] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:46:01.625216] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:46:01.789179] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:01.954505] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:02.120192] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:02.283315] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:02.446415] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:02.616582] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:46:02.785754] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:02.952941] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:46:02.953096] [INFO ] [CONFIGURE ] AB: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T22:46:02.953141] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2611 tests
[2025-10-13T22:46:02.953176] [INFO ] [CONFIGURE ] AB: Testing feature 29/29: add_vwap
[2025-10-13T22:46:02.953210] [INFO ] [CONFIGURE ] AB: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum', 'add_vwap']
[2025-10-13T22:46:03.123057] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:46:03.286242] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:46:03.453970] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:03.625954] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:03.790214] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:03.957122] [DEBUG] [FORECASTER] AB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:04.123721] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:04.295343] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:46:04.468445] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:04.634431] [DEBUG] [FORECASTER] AB: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:46:04.634605] [INFO ] [CONFIGURE ] AB: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T22:46:04.634691] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2610 tests
[2025-10-13T22:46:04.634753] [INFO ] [CONFIGURE ] AB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:46:04.634786] [INFO ] [CONFIGURE ] AB: Best accuracy: 60.00%
[2025-10-13T22:46:04.634818] [INFO ] [CONFIGURE ] AB: Best feature set (4 features): ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T22:46:04.634846] [INFO ] [CONFIGURE ] AB: Improvement over baseline: 30.00%
[2025-10-13T22:46:04.634872] [INFO ] [CONFIGURE ] AB: Total time: 45.5 seconds
[2025-10-13T22:46:04.634899] [INFO ] [CONFIGURE ] AB: Average time per feature: 1.6 seconds
[2025-10-13T22:46:04.634926] [INFO ] [CONFIGURE ] AB: Average speed: 0.64 features/sec
[2025-10-13T22:46:04.635539] [INFO ] [LOCAL     ] Saved configuration for AB: 4 features, 60.00% accuracy -> ./output/feature-sets/AB.json
[2025-10-13T22:46:04.635595] [INFO ] [CONFIGURE ] AB: Configuration saved successfully: 4 features, 60.00% accuracy.
[2025-10-13T22:46:04.635665] [INFO ] [sig       ] [1/91] Successfully configured AB | 0.02 sym/s | Total: 47s | ETA: 1.2h
[2025-10-13T22:46:04.635763] [INFO ] [sig       ] [2/91] Configuring ACA...
[2025-10-13T22:46:04.635818] [INFO ] [CONFIGURE ] ACA: Configurate test run.
[2025-10-13T22:46:04.635896] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACA' from 'https://tdm.silogroup.org/data/derivative_storage/ACA.csv'.
[2025-10-13T22:46:04.651897] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACA'.
[2025-10-13T22:46:04.652301] [INFO ] [CONFIGURE ] ACA: Testing with 29 available features
[2025-10-13T22:46:04.652358] [INFO ] [CONFIGURE ] ACA: Establishing baseline with no features...
[2025-10-13T22:46:04.761824] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:04.872234] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:04.990224] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:05.105409] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:05.246304] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:05.411666] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:05.536376] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:05.680870] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:05.847200] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:06.008078] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:06.008291] [INFO ] [CONFIGURE ] ACA: Baseline score (no features): 60.00%
[2025-10-13T22:46:06.008363] [INFO ] [CONFIGURE ] ACA: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:46:06.008418] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:46:06.153717] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:06.282977] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:06.403321] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:06.523417] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:06.644228] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:06.764998] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:06.887065] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:07.018251] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:07.142569] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:07.267556] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:07.267811] [INFO ] [CONFIGURE ] ACA: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T22:46:07.267862] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2609 tests
[2025-10-13T22:46:07.267900] [INFO ] [CONFIGURE ] ACA: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:46:07.267931] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:46:07.397564] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:07.531073] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:07.662087] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:07.791278] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:07.922037] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:08.107946] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:08.233363] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:08.360082] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:08.486724] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:08.622584] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:08.622810] [INFO ] [CONFIGURE ] ACA: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:46:08.622861] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.6s/test | Remaining: 2608 tests
[2025-10-13T22:46:08.622898] [INFO ] [CONFIGURE ] ACA: Testing feature 3/29: add_daily_returns
[2025-10-13T22:46:08.622931] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns']
[2025-10-13T22:46:08.732746] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:08.842494] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:08.960216] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:09.083050] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:09.203503] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:09.321001] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:09.459431] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:09.576822] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:09.729457] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:09.844914] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:09.845073] [INFO ] [CONFIGURE ] ACA: KEPT add_daily_returns (score: 80.00%)
[2025-10-13T22:46:09.845116] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2607 tests
[2025-10-13T22:46:09.845151] [INFO ] [CONFIGURE ] ACA: Testing feature 4/29: add_ema
[2025-10-13T22:46:09.845182] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T22:46:09.978012] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:10.114884] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:10.253810] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:10.387613] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:10.540481] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:10.680953] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:10.826869] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:10.967898] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:11.110150] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:11.257982] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:11.258212] [INFO ] [CONFIGURE ] ACA: DISCARDED add_ema (score: 70.00%)
[2025-10-13T22:46:11.258276] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2606 tests
[2025-10-13T22:46:11.258316] [INFO ] [CONFIGURE ] ACA: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:46:11.258348] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:46:11.404872] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:11.553794] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:11.712245] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:11.873721] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:12.023306] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:12.172414] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:12.318131] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:12.469120] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:12.633639] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:12.799564] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:12.799815] [INFO ] [CONFIGURE ] ACA: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T22:46:12.799869] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2605 tests
[2025-10-13T22:46:12.799904] [INFO ] [CONFIGURE ] ACA: Testing feature 6/29: add_failed_moves
[2025-10-13T22:46:12.799934] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T22:46:12.918010] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:13.035663] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:13.152252] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:13.270242] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:13.391036] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:13.510205] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:13.630744] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:13.750840] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:13.874185] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:13.999890] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:14.000068] [INFO ] [CONFIGURE ] ACA: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T22:46:14.000111] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2604 tests
[2025-10-13T22:46:14.000145] [INFO ] [CONFIGURE ] ACA: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:46:14.000176] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T22:46:14.112056] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:14.221609] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:14.332548] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:14.448507] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:14.561184] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:14.678721] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:14.792214] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:14.914161] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:15.027282] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:15.139324] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:15.139463] [INFO ] [CONFIGURE ] ACA: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T22:46:15.139506] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2603 tests
[2025-10-13T22:46:15.139540] [INFO ] [CONFIGURE ] ACA: Testing feature 8/29: add_macd
[2025-10-13T22:46:15.139571] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T22:46:15.288603] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:15.440376] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:15.587860] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:15.740188] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:15.913226] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:46:16.065883] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:16.226934] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:16.385289] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:16.543471] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:16.696685] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:16.696867] [INFO ] [CONFIGURE ] ACA: DISCARDED add_macd (score: 50.00%)
[2025-10-13T22:46:16.696911] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2602 tests
[2025-10-13T22:46:16.696946] [INFO ] [CONFIGURE ] ACA: Testing feature 9/29: add_mfi
[2025-10-13T22:46:16.696979] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T22:46:16.826463] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:16.952532] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:17.085689] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:17.222841] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:17.349444] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:17.481067] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:17.613625] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:17.746467] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:17.886268] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:18.031125] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:18.031331] [INFO ] [CONFIGURE ] ACA: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T22:46:18.031383] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2601 tests
[2025-10-13T22:46:18.031419] [INFO ] [CONFIGURE ] ACA: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:46:18.031451] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:46:18.179910] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:18.331328] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:18.483206] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:18.638115] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:18.794444] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:18.947617] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:19.100040] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:19.260206] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:19.419047] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:19.574988] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:19.575182] [INFO ] [CONFIGURE ] ACA: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:46:19.575232] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2600 tests
[2025-10-13T22:46:19.575333] [INFO ] [CONFIGURE ] ACA: Testing feature 11/29: add_obv_daily
[2025-10-13T22:46:19.575386] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T22:46:19.701635] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:19.827999] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:19.956180] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:20.080260] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:20.205788] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:20.332111] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:20.457462] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:20.582550] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:20.706752] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:20.832933] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:20.833089] [INFO ] [CONFIGURE ] ACA: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T22:46:20.833133] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2599 tests
[2025-10-13T22:46:20.833167] [INFO ] [CONFIGURE ] ACA: Testing feature 12/29: add_obv_interval
[2025-10-13T22:46:20.833199] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T22:46:21.025177] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:21.146052] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:21.266566] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:21.386799] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:21.507086] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:21.627331] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:21.747725] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:21.884898] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:22.011252] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:22.133695] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:22.133835] [INFO ] [CONFIGURE ] ACA: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T22:46:22.133880] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2598 tests
[2025-10-13T22:46:22.133914] [INFO ] [CONFIGURE ] ACA: Testing feature 13/29: add_opening_strength
[2025-10-13T22:46:22.133946] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T22:46:22.257351] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:22.380770] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:22.506365] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:22.636188] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:22.761612] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:22.889597] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:23.029276] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:23.164627] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:23.294038] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:23.422715] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:23.422863] [INFO ] [CONFIGURE ] ACA: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T22:46:23.422905] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2597 tests
[2025-10-13T22:46:23.422940] [INFO ] [CONFIGURE ] ACA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:46:23.422971] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T22:46:23.555532] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:23.683445] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:23.816030] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:23.945152] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:24.073696] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:24.208513] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:24.342116] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:24.484474] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:24.634416] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:24.776974] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:24.777164] [INFO ] [CONFIGURE ] ACA: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T22:46:24.777211] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2596 tests
[2025-10-13T22:46:24.777249] [INFO ] [CONFIGURE ] ACA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:46:24.777282] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T22:46:24.908110] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:25.024565] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:25.141449] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:25.260233] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:25.377307] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:25.494979] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:25.616201] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:25.734498] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:25.848932] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:25.963797] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:25.963950] [INFO ] [CONFIGURE ] ACA: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T22:46:25.963994] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2595 tests
[2025-10-13T22:46:25.964027] [INFO ] [CONFIGURE ] ACA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:46:25.964059] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T22:46:26.082979] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:26.202213] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:26.322756] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:26.447219] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:26.572266] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:26.698396] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:26.828751] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:26.953193] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:27.079146] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:27.210084] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:27.210534] [INFO ] [CONFIGURE ] ACA: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T22:46:27.210592] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2594 tests
[2025-10-13T22:46:27.210629] [INFO ] [CONFIGURE ] ACA: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:46:27.210697] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T22:46:27.336546] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:27.462258] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:27.593080] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:27.720309] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:27.847867] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:27.975624] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:28.104418] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:28.235605] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:28.365974] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:28.496868] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:28.497056] [INFO ] [CONFIGURE ] ACA: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T22:46:28.497101] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2593 tests
[2025-10-13T22:46:28.497137] [INFO ] [CONFIGURE ] ACA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:46:28.497169] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T22:46:28.610796] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:28.723291] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:28.836152] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:28.949350] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:29.067495] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:29.185313] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:29.301344] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:29.420276] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:29.536630] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:29.652733] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:29.652970] [INFO ] [CONFIGURE ] ACA: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T22:46:29.653030] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2592 tests
[2025-10-13T22:46:29.653067] [INFO ] [CONFIGURE ] ACA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:46:29.653098] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T22:46:29.765525] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:29.879124] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:29.994784] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:30.116564] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:30.231776] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:30.347463] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:30.469141] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:30.586131] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:30.703812] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:30.826925] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:30.827074] [INFO ] [CONFIGURE ] ACA: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:46:30.827117] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2591 tests
[2025-10-13T22:46:30.827152] [INFO ] [CONFIGURE ] ACA: Testing feature 20/29: add_price_rejection
[2025-10-13T22:46:30.827182] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_price_rejection']
[2025-10-13T22:46:30.972830] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:31.095515] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:31.218050] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:31.341210] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:31.471544] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:31.596554] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:31.721057] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:31.849517] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:31.974239] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:32.099337] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:32.099496] [INFO ] [CONFIGURE ] ACA: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T22:46:32.099538] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2590 tests
[2025-10-13T22:46:32.099573] [INFO ] [CONFIGURE ] ACA: Testing feature 21/29: add_range_position
[2025-10-13T22:46:32.099603] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_range_position']
[2025-10-13T22:46:32.228086] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:32.357220] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:32.492848] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:32.632791] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:32.765897] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:32.909218] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:33.065394] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:33.201716] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:33.349888] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:33.490879] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:33.491068] [INFO ] [CONFIGURE ] ACA: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T22:46:33.491113] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2589 tests
[2025-10-13T22:46:33.491148] [INFO ] [CONFIGURE ] ACA: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:46:33.491180] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_realized_volatility']
[2025-10-13T22:46:33.640257] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:33.790341] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:33.950352] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:34.101140] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:34.254333] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:34.403273] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:34.552728] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:34.702121] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:34.865236] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:35.036591] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:35.036833] [INFO ] [CONFIGURE ] ACA: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T22:46:35.036889] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2588 tests
[2025-10-13T22:46:35.036930] [INFO ] [CONFIGURE ] ACA: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:46:35.036964] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_recent_range_context']
[2025-10-13T22:46:35.164918] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:35.289832] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:35.421016] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:35.555357] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:35.679354] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:35.806814] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:35.937452] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:36.081351] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:36.224966] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:36.361469] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:36.361678] [INFO ] [CONFIGURE ] ACA: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T22:46:36.361744] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2587 tests
[2025-10-13T22:46:36.361808] [INFO ] [CONFIGURE ] ACA: Testing feature 24/29: add_rsi
[2025-10-13T22:46:36.361844] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T22:46:36.508484] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:36.667100] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:36.816022] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:36.964250] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:37.108150] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:37.261114] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:37.409078] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:37.558156] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:37.705791] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:37.855586] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:37.855816] [INFO ] [CONFIGURE ] ACA: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T22:46:37.855868] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2586 tests
[2025-10-13T22:46:37.855907] [INFO ] [CONFIGURE ] ACA: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:46:37.855941] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_tick_distribution']
[2025-10-13T22:46:37.987255] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:38.130808] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:38.264430] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:46:38.395766] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:38.520553] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:38.642547] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:38.789632] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:38.919624] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:39.068865] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:39.212378] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:39.212590] [INFO ] [CONFIGURE ] ACA: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T22:46:39.212681] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2585 tests
[2025-10-13T22:46:39.212744] [INFO ] [CONFIGURE ] ACA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:46:39.212781] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T22:46:39.341024] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:39.470015] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:39.600047] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:39.733199] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:39.864124] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:39.991504] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:40.119319] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:40.249905] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:40.380271] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:40.514375] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:40.514557] [INFO ] [CONFIGURE ] ACA: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T22:46:40.514630] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2584 tests
[2025-10-13T22:46:40.514710] [INFO ] [CONFIGURE ] ACA: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:46:40.514751] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T22:46:40.654047] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:40.794156] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:40.937775] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:41.073040] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:41.218409] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:41.353069] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:41.488872] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:46:41.627380] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:41.764620] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:41.906234] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:41.906444] [INFO ] [CONFIGURE ] ACA: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T22:46:41.906511] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2583 tests
[2025-10-13T22:46:41.906551] [INFO ] [CONFIGURE ] ACA: Testing feature 28/29: add_volume_profile
[2025-10-13T22:46:41.906585] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_volume_profile']
[2025-10-13T22:46:42.035345] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:42.160980] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:42.287281] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:42.419365] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:42.554440] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:42.684295] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:42.829261] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:42.955484] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:43.110276] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:46:43.243420] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:43.243636] [INFO ] [CONFIGURE ] ACA: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T22:46:43.243731] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2582 tests
[2025-10-13T22:46:43.243822] [INFO ] [CONFIGURE ] ACA: Testing feature 29/29: add_vwap
[2025-10-13T22:46:43.243865] [INFO ] [CONFIGURE ] ACA: Testing with features: ['add_daily_returns', 'add_vwap']
[2025-10-13T22:46:43.375035] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:46:43.511980] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:43.653300] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:46:43.783085] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:43.910305] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:46:44.042418] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:46:44.170960] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:46:44.299746] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:44.435378] [DEBUG] [FORECASTER] ACA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:44.567087] [DEBUG] [FORECASTER] ACA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:46:44.567236] [INFO ] [CONFIGURE ] ACA: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T22:46:44.567281] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2581 tests
[2025-10-13T22:46:44.567343] [INFO ] [CONFIGURE ] ACA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:46:44.567398] [INFO ] [CONFIGURE ] ACA: Best accuracy: 80.00%
[2025-10-13T22:46:44.567433] [INFO ] [CONFIGURE ] ACA: Best feature set (1 features): ['add_daily_returns']
[2025-10-13T22:46:44.567463] [INFO ] [CONFIGURE ] ACA: Improvement over baseline: 20.00%
[2025-10-13T22:46:44.567491] [INFO ] [CONFIGURE ] ACA: Total time: 38.6 seconds
[2025-10-13T22:46:44.567518] [INFO ] [CONFIGURE ] ACA: Average time per feature: 1.3 seconds
[2025-10-13T22:46:44.567547] [INFO ] [CONFIGURE ] ACA: Average speed: 0.75 features/sec
[2025-10-13T22:46:44.568171] [INFO ] [LOCAL     ] Saved configuration for ACA: 1 features, 80.00% accuracy -> ./output/feature-sets/ACA.json
[2025-10-13T22:46:44.568226] [INFO ] [CONFIGURE ] ACA: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T22:46:44.568277] [INFO ] [sig       ] [2/91] Successfully configured ACA | 0.02 sym/s | Total: 1.4m | ETA: 1.1h
[2025-10-13T22:46:44.568332] [INFO ] [sig       ] [3/91] Configuring AGD...
[2025-10-13T22:46:44.568365] [INFO ] [CONFIGURE ] AGD: Configurate test run.
[2025-10-13T22:46:44.568420] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGD' from 'https://tdm.silogroup.org/data/derivative_storage/AGD.csv'.
[2025-10-13T22:46:44.582620] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGD'.
[2025-10-13T22:46:44.583047] [INFO ] [CONFIGURE ] AGD: Testing with 29 available features
[2025-10-13T22:46:44.583110] [INFO ] [CONFIGURE ] AGD: Establishing baseline with no features...
[2025-10-13T22:46:44.700210] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:44.812613] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:44.924357] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:45.036850] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:45.151951] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:45.270444] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:45.388788] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:45.503766] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:45.618350] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:45.733016] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:45.733190] [INFO ] [CONFIGURE ] AGD: Baseline score (no features): 50.00%
[2025-10-13T22:46:45.733302] [INFO ] [CONFIGURE ] AGD: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:46:45.733357] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:46:45.859483] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:45.990071] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:46.141918] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:46:46.264702] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:46.388145] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:46.521900] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:46.655171] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:46.782228] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:46.911106] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:47.039639] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:47.039830] [INFO ] [CONFIGURE ] AGD: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T22:46:47.039925] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2580 tests
[2025-10-13T22:46:47.039988] [INFO ] [CONFIGURE ] AGD: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:46:47.040024] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:46:47.171177] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:47.302553] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:47.431174] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:46:47.562747] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:47.699990] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:47.836037] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:47.973584] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:48.111473] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:48.247150] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:48.384838] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:48.385015] [INFO ] [CONFIGURE ] AGD: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:46:48.385059] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2579 tests
[2025-10-13T22:46:48.385093] [INFO ] [CONFIGURE ] AGD: Testing feature 3/29: add_daily_returns
[2025-10-13T22:46:48.385175] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_daily_returns']
[2025-10-13T22:46:48.504030] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:48.626664] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:48.749151] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:48.862794] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:48.977489] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:49.091034] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:49.209159] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:49.325568] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:49.463049] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:49.581784] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:49.581958] [INFO ] [CONFIGURE ] AGD: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T22:46:49.582000] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2578 tests
[2025-10-13T22:46:49.582054] [INFO ] [CONFIGURE ] AGD: Testing feature 4/29: add_ema
[2025-10-13T22:46:49.582110] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_ema']
[2025-10-13T22:46:49.720491] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:49.852698] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:50.010792] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:50.165294] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:50.294353] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:50.425041] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:50.562283] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:50.696346] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:50.836923] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:50.972275] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:50.972466] [INFO ] [CONFIGURE ] AGD: DISCARDED add_ema (score: 30.00%)
[2025-10-13T22:46:50.972532] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2577 tests
[2025-10-13T22:46:50.972571] [INFO ] [CONFIGURE ] AGD: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:46:50.972604] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:46:51.106212] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:51.245666] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:46:51.388981] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:51.533401] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:46:51.680225] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:51.826808] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:46:51.966786] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:52.102752] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:46:52.249900] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:52.397490] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:52.397701] [INFO ] [CONFIGURE ] AGD: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T22:46:52.397761] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2576 tests
[2025-10-13T22:46:52.397798] [INFO ] [CONFIGURE ] AGD: Testing feature 6/29: add_failed_moves
[2025-10-13T22:46:52.397829] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_failed_moves']
[2025-10-13T22:46:52.526377] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:52.638960] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:52.750747] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:52.863685] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:52.973906] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:53.110860] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:53.243920] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:53.369929] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:53.493945] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:53.622532] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:53.622769] [INFO ] [CONFIGURE ] AGD: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T22:46:53.622835] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2575 tests
[2025-10-13T22:46:53.622876] [INFO ] [CONFIGURE ] AGD: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:46:53.622916] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_lag_shelf']
[2025-10-13T22:46:53.738086] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:53.850546] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:53.961845] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:54.073150] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:54.188511] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:54.292462] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:46:54.397161] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:54.501181] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:54.604924] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:54.720102] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:54.720282] [INFO ] [CONFIGURE ] AGD: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T22:46:54.720353] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2574 tests
[2025-10-13T22:46:54.720488] [INFO ] [CONFIGURE ] AGD: Testing feature 8/29: add_macd
[2025-10-13T22:46:54.720530] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:46:54.887376] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:55.036586] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:55.186458] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:55.339175] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:55.491105] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:55.647250] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:46:55.800450] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:55.957724] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:56.120368] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:56.277212] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:46:56.277447] [INFO ] [CONFIGURE ] AGD: KEPT add_macd (score: 60.00%)
[2025-10-13T22:46:56.277521] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2573 tests
[2025-10-13T22:46:56.277562] [INFO ] [CONFIGURE ] AGD: Testing feature 9/29: add_mfi
[2025-10-13T22:46:56.277627] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T22:46:56.451833] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:56.630006] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:56.819145] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:56.986523] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:57.153974] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:57.319267] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:46:57.483264] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:57.660792] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:46:57.848311] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:46:58.056594] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:46:58.056946] [INFO ] [CONFIGURE ] AGD: KEPT add_mfi (score: 70.00%)
[2025-10-13T22:46:58.057024] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2572 tests
[2025-10-13T22:46:58.057079] [INFO ] [CONFIGURE ] AGD: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:46:58.057128] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:46:58.323054] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:46:58.688313] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:46:58.932464] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:46:59.149748] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:46:59.343288] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:46:59.541815] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:46:59.745915] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:46:59.945458] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:00.149367] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:00.350349] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:00.350531] [INFO ] [CONFIGURE ] AGD: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T22:47:00.350576] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2571 tests
[2025-10-13T22:47:00.350613] [INFO ] [CONFIGURE ] AGD: Testing feature 11/29: add_obv_daily
[2025-10-13T22:47:00.350671] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_obv_daily']
[2025-10-13T22:47:00.533130] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:00.704440] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:00.876888] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:01.054790] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:01.235444] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:01.410438] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:01.590540] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:01.777745] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:01.985910] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:02.203495] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:02.203728] [INFO ] [CONFIGURE ] AGD: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:47:02.203788] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2570 tests
[2025-10-13T22:47:02.203830] [INFO ] [CONFIGURE ] AGD: Testing feature 12/29: add_obv_interval
[2025-10-13T22:47:02.203864] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_obv_interval']
[2025-10-13T22:47:02.382948] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:02.552460] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:02.720244] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:02.892235] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:03.066266] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:03.237046] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:03.410134] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:03.581918] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:03.757109] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:03.951929] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:03.952257] [INFO ] [CONFIGURE ] AGD: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T22:47:03.952310] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2569 tests
[2025-10-13T22:47:03.952351] [INFO ] [CONFIGURE ] AGD: Testing feature 13/29: add_opening_strength
[2025-10-13T22:47:03.952385] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:47:04.145530] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:04.345724] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:04.553740] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:04.756244] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:04.939848] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:05.120619] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:05.306947] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:05.502488] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:05.695752] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:05.872132] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:05.872297] [INFO ] [CONFIGURE ] AGD: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-13T22:47:05.872343] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2568 tests
[2025-10-13T22:47:05.872380] [INFO ] [CONFIGURE ] AGD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:47:05.872435] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-13T22:47:06.054796] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:06.230270] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:06.406875] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:06.591962] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:06.785710] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:06.960145] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:07.138918] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:07.320151] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:07.501207] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:07.682313] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:07.682481] [INFO ] [CONFIGURE ] AGD: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:47:07.682525] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2567 tests
[2025-10-13T22:47:07.682562] [INFO ] [CONFIGURE ] AGD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:47:07.682593] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-13T22:47:07.838231] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:07.992527] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:47:08.152683] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:08.311113] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:08.470536] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:08.631783] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:08.791238] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:08.953063] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:09.112092] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:09.277239] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:09.277399] [INFO ] [CONFIGURE ] AGD: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T22:47:09.277443] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2566 tests
[2025-10-13T22:47:09.277477] [INFO ] [CONFIGURE ] AGD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:47:09.277508] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-13T22:47:09.439537] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:09.607567] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:09.772756] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:09.937292] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:10.101444] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:10.271991] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:10.439739] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:10.605897] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:10.796824] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:10.970853] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:47:10.971021] [INFO ] [CONFIGURE ] AGD: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:47:10.971081] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2565 tests
[2025-10-13T22:47:10.971120] [INFO ] [CONFIGURE ] AGD: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:47:10.971156] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_return_2d']
[2025-10-13T22:47:11.141006] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:11.310240] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:47:11.478910] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:11.659771] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:11.834877] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:12.004042] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:12.176155] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:12.355130] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:12.527830] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:12.700246] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:12.700409] [INFO ] [CONFIGURE ] AGD: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T22:47:12.700453] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2564 tests
[2025-10-13T22:47:12.700490] [INFO ] [CONFIGURE ] AGD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:47:12.700522] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-13T22:47:12.854001] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:13.012722] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:47:13.174227] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:13.343670] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:13.510930] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:13.676328] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:13.837848] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:14.015628] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:14.202922] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:14.373139] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:14.373356] [INFO ] [CONFIGURE ] AGD: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T22:47:14.373406] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2563 tests
[2025-10-13T22:47:14.373442] [INFO ] [CONFIGURE ] AGD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:47:14.373475] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-13T22:47:14.534289] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:14.697158] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:14.869497] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:15.048694] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:15.232023] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:15.425306] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:15.609728] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:15.801303] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:15.992831] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:16.164946] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:16.165153] [INFO ] [CONFIGURE ] AGD: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T22:47:16.165218] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2562 tests
[2025-10-13T22:47:16.165257] [INFO ] [CONFIGURE ] AGD: Testing feature 20/29: add_price_rejection
[2025-10-13T22:47:16.165290] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_price_rejection']
[2025-10-13T22:47:16.339587] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:16.520632] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:16.695781] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:16.873430] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:17.053382] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:17.231161] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:17.412549] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:17.590464] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:17.771531] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:17.946939] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:17.947093] [INFO ] [CONFIGURE ] AGD: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T22:47:17.947164] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2561 tests
[2025-10-13T22:47:17.947223] [INFO ] [CONFIGURE ] AGD: Testing feature 21/29: add_range_position
[2025-10-13T22:47:17.947257] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_range_position']
[2025-10-13T22:47:18.124790] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:18.300537] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:18.483203] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:18.666383] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:18.867872] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:19.061879] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:19.252941] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:19.439555] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:19.628746] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:19.830519] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:19.830708] [INFO ] [CONFIGURE ] AGD: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T22:47:19.830767] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2560 tests
[2025-10-13T22:47:19.830815] [INFO ] [CONFIGURE ] AGD: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:47:19.830871] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_realized_volatility']
[2025-10-13T22:47:20.028009] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:20.226032] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:47:20.425356] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:20.632380] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:20.829613] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:21.032867] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:21.251494] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:21.471129] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:21.696432] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:21.923075] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:21.923430] [INFO ] [CONFIGURE ] AGD: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T22:47:21.923504] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2559 tests
[2025-10-13T22:47:21.923549] [INFO ] [CONFIGURE ] AGD: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:47:21.923586] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_recent_range_context']
[2025-10-13T22:47:22.111636] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:22.303087] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:22.490820] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:22.680722] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:22.876492] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:23.047665] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:23.225510] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:23.398318] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:23.570968] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:23.745824] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:23.746075] [INFO ] [CONFIGURE ] AGD: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T22:47:23.746127] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2558 tests
[2025-10-13T22:47:23.746166] [INFO ] [CONFIGURE ] AGD: Testing feature 24/29: add_rsi
[2025-10-13T22:47:23.746200] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-13T22:47:23.947675] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:24.145116] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:24.336479] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:24.528220] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:24.734006] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:24.932208] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:25.115945] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:25.301195] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:25.522931] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:25.753215] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:25.753464] [INFO ] [CONFIGURE ] AGD: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T22:47:25.753515] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2557 tests
[2025-10-13T22:47:25.753556] [INFO ] [CONFIGURE ] AGD: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:47:25.753593] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_tick_distribution']
[2025-10-13T22:47:25.973564] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:26.176885] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:26.360866] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:26.546455] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:26.737079] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:26.935326] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:27.126397] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:27.311946] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:27.493591] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:27.686910] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:27.687143] [INFO ] [CONFIGURE ] AGD: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:47:27.687195] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2556 tests
[2025-10-13T22:47:27.687233] [INFO ] [CONFIGURE ] AGD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:47:27.687266] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-13T22:47:27.871077] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:28.035289] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:28.200805] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:28.367384] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:28.537551] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:28.707545] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:28.878599] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:29.047459] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:29.220893] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:29.393033] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:29.393185] [INFO ] [CONFIGURE ] AGD: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T22:47:29.393279] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2555 tests
[2025-10-13T22:47:29.393335] [INFO ] [CONFIGURE ] AGD: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:47:29.393369] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_price_divergence']
[2025-10-13T22:47:29.563517] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:29.736544] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:47:29.914575] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:30.086583] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:30.268576] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:30.462128] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:30.638267] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:30.812783] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:31.006490] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:31.208597] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:47:31.208848] [INFO ] [CONFIGURE ] AGD: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T22:47:31.208904] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2554 tests
[2025-10-13T22:47:31.208944] [INFO ] [CONFIGURE ] AGD: Testing feature 28/29: add_volume_profile
[2025-10-13T22:47:31.208979] [INFO ] [CONFIGURE ] AGD: Testing with features: ['add_vwap', 'add_macd', 'add_mfi', 'add_volume_profile']
[2025-10-13T22:47:31.381086] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:31.553032] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:47:31.727301] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:31.904184] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:32.074053] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:32.246451] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:47:32.422184] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:47:32.600479] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:32.774630] [DEBUG] [FORECASTER] AGD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:32.949731] [DEBUG] [FORECASTER] AGD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:47:32.949904] [INFO ] [CONFIGURE ] AGD: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T22:47:32.949952] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2553 tests
[2025-10-13T22:47:32.949991] [INFO ] [CONFIGURE ] AGD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:47:32.950024] [INFO ] [CONFIGURE ] AGD: Best accuracy: 70.00%
[2025-10-13T22:47:32.950057] [INFO ] [CONFIGURE ] AGD: Best feature set (3 features): ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T22:47:32.950088] [INFO ] [CONFIGURE ] AGD: Improvement over baseline: 20.00%
[2025-10-13T22:47:32.950116] [INFO ] [CONFIGURE ] AGD: Total time: 47.2 seconds
[2025-10-13T22:47:32.950144] [INFO ] [CONFIGURE ] AGD: Average time per feature: 1.7 seconds
[2025-10-13T22:47:32.950173] [INFO ] [CONFIGURE ] AGD: Average speed: 0.61 features/sec
[2025-10-13T22:47:32.950750] [INFO ] [LOCAL     ] Saved configuration for AGD: 3 features, 70.00% accuracy -> ./output/feature-sets/AGD.json
[2025-10-13T22:47:32.950809] [INFO ] [CONFIGURE ] AGD: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T22:47:32.950872] [INFO ] [sig       ] [3/91] Successfully configured AGD | 0.02 sym/s | Total: 2.2m | ETA: 1.1h
[2025-10-13T22:47:32.950929] [INFO ] [sig       ] [4/91] Configuring AI...
[2025-10-13T22:47:32.950968] [INFO ] [CONFIGURE ] AI: Configurate test run.
[2025-10-13T22:47:32.951074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AI' from 'https://tdm.silogroup.org/data/derivative_storage/AI.csv'.
[2025-10-13T22:47:32.967054] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AI'.
[2025-10-13T22:47:32.967836] [INFO ] [CONFIGURE ] AI: Testing with 29 available features
[2025-10-13T22:47:32.967894] [INFO ] [CONFIGURE ] AI: Establishing baseline with no features...
[2025-10-13T22:47:33.071901] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:33.173396] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:33.276661] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:33.385891] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:33.514766] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:33.621884] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:33.727337] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:33.836705] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:33.946294] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:34.057462] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:34.057675] [INFO ] [CONFIGURE ] AI: Baseline score (no features): 70.00%
[2025-10-13T22:47:34.057744] [INFO ] [CONFIGURE ] AI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:47:34.057785] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:47:34.183372] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:34.304671] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:34.422066] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:34.538485] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:34.657268] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:34.777827] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:34.901048] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:35.031946] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:35.156480] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:35.349934] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:35.350116] [INFO ] [CONFIGURE ] AI: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-13T22:47:35.350167] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2552 tests
[2025-10-13T22:47:35.350240] [INFO ] [CONFIGURE ] AI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:47:35.350292] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:47:35.483170] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:35.623046] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:35.759837] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:35.884829] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:36.008222] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:36.132552] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:36.260149] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:36.392915] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:36.527545] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:36.665231] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:36.665392] [INFO ] [CONFIGURE ] AI: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T22:47:36.665434] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2551 tests
[2025-10-13T22:47:36.665467] [INFO ] [CONFIGURE ] AI: Testing feature 3/29: add_daily_returns
[2025-10-13T22:47:36.665497] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_daily_returns']
[2025-10-13T22:47:36.777325] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:36.888122] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:36.999036] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:37.114137] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:37.232189] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:37.344421] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:37.463387] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:37.598025] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:37.717296] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:37.835778] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:37.835938] [INFO ] [CONFIGURE ] AI: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T22:47:37.835981] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2550 tests
[2025-10-13T22:47:37.836015] [INFO ] [CONFIGURE ] AI: Testing feature 4/29: add_ema
[2025-10-13T22:47:37.836045] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_ema']
[2025-10-13T22:47:37.960782] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:38.087494] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:38.215761] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:38.340425] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:38.466794] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:38.593937] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:38.724000] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:38.857447] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:38.991941] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:39.121035] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:39.121230] [INFO ] [CONFIGURE ] AI: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:47:39.121275] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2549 tests
[2025-10-13T22:47:39.121333] [INFO ] [CONFIGURE ] AI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:47:39.121366] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:47:39.255856] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:39.387958] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:39.521147] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:39.664756] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:39.807224] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:39.945447] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:40.082009] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:40.221114] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:40.360742] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:40.510073] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:40.510473] [INFO ] [CONFIGURE ] AI: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T22:47:40.510552] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2548 tests
[2025-10-13T22:47:40.510602] [INFO ] [CONFIGURE ] AI: Testing feature 6/29: add_failed_moves
[2025-10-13T22:47:40.510670] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_failed_moves']
[2025-10-13T22:47:40.661374] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:40.788178] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:40.924091] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:41.090068] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:41.215313] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:41.341415] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:41.473345] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:41.610278] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:41.746065] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:41.886059] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:41.886328] [INFO ] [CONFIGURE ] AI: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:47:41.886395] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2547 tests
[2025-10-13T22:47:41.886436] [INFO ] [CONFIGURE ] AI: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:47:41.886470] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_lag_shelf']
[2025-10-13T22:47:42.009838] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:42.128540] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:42.258012] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:42.378973] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:42.499719] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:42.620820] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:42.744524] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:42.875952] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:43.005150] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:43.133877] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:43.134104] [INFO ] [CONFIGURE ] AI: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T22:47:43.134182] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2546 tests
[2025-10-13T22:47:43.134243] [INFO ] [CONFIGURE ] AI: Testing feature 8/29: add_macd
[2025-10-13T22:47:43.134282] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:47:43.289529] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:43.449285] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:43.613107] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:43.772431] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:43.937273] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:44.140169] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:44.311145] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:44.481123] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:44.660156] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:47:44.829085] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:44.829394] [INFO ] [CONFIGURE ] AI: DISCARDED add_macd (score: 50.00%)
[2025-10-13T22:47:44.829451] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2545 tests
[2025-10-13T22:47:44.829490] [INFO ] [CONFIGURE ] AI: Testing feature 9/29: add_mfi
[2025-10-13T22:47:44.829525] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_mfi']
[2025-10-13T22:47:44.972538] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:45.107666] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:45.253588] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:45.389690] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:45.562180] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:45.712132] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:45.854430] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:45.996241] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:46.139940] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:46.277380] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:46.277700] [INFO ] [CONFIGURE ] AI: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T22:47:46.277767] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2544 tests
[2025-10-13T22:47:46.277806] [INFO ] [CONFIGURE ] AI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:47:46.277839] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:47:46.427213] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:46.572859] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:46.725863] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:46.884196] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:47.047229] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:47.193558] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:47.344064] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:47.492935] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:47.648809] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:47.805423] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:47.805637] [INFO ] [CONFIGURE ] AI: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:47:47.805735] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2543 tests
[2025-10-13T22:47:47.805796] [INFO ] [CONFIGURE ] AI: Testing feature 11/29: add_obv_daily
[2025-10-13T22:47:47.805834] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_obv_daily']
[2025-10-13T22:47:47.930044] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:48.054368] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:48.181381] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:48.306981] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:48.445225] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:48.583262] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:48.726251] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:48.861370] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:48.986250] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:49.113823] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:49.114004] [INFO ] [CONFIGURE ] AI: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T22:47:49.114060] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2542 tests
[2025-10-13T22:47:49.114101] [INFO ] [CONFIGURE ] AI: Testing feature 12/29: add_obv_interval
[2025-10-13T22:47:49.114134] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_obv_interval']
[2025-10-13T22:47:49.240216] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:47:49.357505] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:49.481940] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:49.603396] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:49.741688] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:49.869358] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:50.003926] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:50.136259] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:50.271216] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:50.409224] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:50.409456] [INFO ] [CONFIGURE ] AI: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:47:50.409503] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2541 tests
[2025-10-13T22:47:50.409591] [INFO ] [CONFIGURE ] AI: Testing feature 13/29: add_opening_strength
[2025-10-13T22:47:50.409666] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T22:47:50.553499] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:50.693473] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:50.843631] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:51.023449] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:51.211171] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:51.413470] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:51.602430] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:51.809246] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:47:52.008383] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:52.189816] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:52.190125] [INFO ] [CONFIGURE ] AI: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T22:47:52.190198] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2540 tests
[2025-10-13T22:47:52.190278] [INFO ] [CONFIGURE ] AI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:47:52.190345] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T22:47:52.345368] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:52.510070] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:52.671385] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:52.828612] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:53.000011] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:53.150675] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:53.297469] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:53.445243] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:53.622786] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:53.767898] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:53.768180] [INFO ] [CONFIGURE ] AI: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:47:53.768242] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2539 tests
[2025-10-13T22:47:53.768281] [INFO ] [CONFIGURE ] AI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:47:53.768314] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T22:47:53.876221] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:53.983752] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:54.092473] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:54.203664] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:54.313314] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:47:54.426676] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:54.534621] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:54.644481] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:54.754469] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:54.864930] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:47:54.865107] [INFO ] [CONFIGURE ] AI: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T22:47:54.865151] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2538 tests
[2025-10-13T22:47:54.865196] [INFO ] [CONFIGURE ] AI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:47:54.865228] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T22:47:54.980537] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:55.096855] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:55.213789] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:55.330057] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:55.446083] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:55.571084] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:55.711769] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:55.840883] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:55.966942] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:56.093942] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:56.094130] [INFO ] [CONFIGURE ] AI: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:47:56.094175] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2537 tests
[2025-10-13T22:47:56.094210] [INFO ] [CONFIGURE ] AI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:47:56.094242] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_return_2d']
[2025-10-13T22:47:56.218214] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:56.341231] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:47:56.467785] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:56.591384] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:47:56.725120] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:56.853944] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:56.977022] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:57.103907] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:57.232442] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:57.359963] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:57.360120] [INFO ] [CONFIGURE ] AI: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T22:47:57.360165] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2536 tests
[2025-10-13T22:47:57.360199] [INFO ] [CONFIGURE ] AI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:47:57.360231] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T22:47:57.474121] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:57.593464] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:57.709663] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:47:57.827280] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:57.945636] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:58.065830] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:58.186924] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:58.307822] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:58.421199] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:58.535904] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:58.536077] [INFO ] [CONFIGURE ] AI: KEPT add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T22:47:58.536122] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2535 tests
[2025-10-13T22:47:58.536155] [INFO ] [CONFIGURE ] AI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:47:58.536188] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_pbf_vs_sma_5']
[2025-10-13T22:47:58.650769] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:47:58.772020] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:47:58.912330] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:47:59.044334] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:47:59.174096] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:47:59.292429] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:47:59.402761] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:47:59.513253] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:47:59.638501] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:47:59.759689] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:47:59.759829] [INFO ] [CONFIGURE ] AI: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:47:59.759873] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2534 tests
[2025-10-13T22:47:59.759908] [INFO ] [CONFIGURE ] AI: Testing feature 20/29: add_price_rejection
[2025-10-13T22:47:59.759939] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_price_rejection']
[2025-10-13T22:47:59.888748] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:00.015438] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:00.142996] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:00.271080] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:00.399775] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:48:00.529221] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:00.667546] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:00.797095] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:00.929508] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:01.060259] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:48:01.060480] [INFO ] [CONFIGURE ] AI: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T22:48:01.060538] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2533 tests
[2025-10-13T22:48:01.060575] [INFO ] [CONFIGURE ] AI: Testing feature 21/29: add_range_position
[2025-10-13T22:48:01.060607] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_range_position']
[2025-10-13T22:48:01.194450] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:48:01.333960] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:01.477054] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:01.620592] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:01.773838] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:48:01.914163] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:02.059184] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:02.199830] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:02.343563] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:02.482426] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:48:02.482585] [INFO ] [CONFIGURE ] AI: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T22:48:02.482630] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2532 tests
[2025-10-13T22:48:02.482716] [INFO ] [CONFIGURE ] AI: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:48:02.482759] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_realized_volatility']
[2025-10-13T22:48:02.630159] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:48:02.777948] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:02.929304] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:03.097284] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:03.276306] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:48:03.456077] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:03.637412] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:03.812333] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:03.967180] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:04.128060] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:48:04.128410] [INFO ] [CONFIGURE ] AI: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T22:48:04.128470] [INFO ] [CONFIGURE ] JOB ETA: 1.1h | Avg: 1.5s/test | Remaining: 2531 tests
[2025-10-13T22:48:04.128510] [INFO ] [CONFIGURE ] AI: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:48:04.128541] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_recent_range_context']
[2025-10-13T22:48:04.254078] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:04.380483] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:04.506264] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:04.639251] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:04.761693] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:48:04.891133] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:05.019929] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:05.149706] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:05.296380] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:05.439518] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:48:05.439721] [INFO ] [CONFIGURE ] AI: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T22:48:05.439778] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2530 tests
[2025-10-13T22:48:05.439816] [INFO ] [CONFIGURE ] AI: Testing feature 24/29: add_rsi
[2025-10-13T22:48:05.439848] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_ema', 'add_rsi']
[2025-10-13T22:48:05.583895] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:48:05.789825] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:48:05.936201] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:06.094551] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:06.248998] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:48:06.390991] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:06.535488] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:06.679118] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:06.819062] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:06.961837] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:48:06.961999] [INFO ] [CONFIGURE ] AI: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T22:48:06.962051] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2529 tests
[2025-10-13T22:48:06.962088] [INFO ] [CONFIGURE ] AI: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:48:06.962124] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_tick_distribution']
[2025-10-13T22:48:07.080294] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:07.213096] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:48:07.349170] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:07.473134] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:07.587970] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:48:07.713826] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:07.833164] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:07.958883] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:08.078933] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:08.201291] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:48:08.201465] [INFO ] [CONFIGURE ] AI: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T22:48:08.201514] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2528 tests
[2025-10-13T22:48:08.201560] [INFO ] [CONFIGURE ] AI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:48:08.201600] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_volume_momentum_confirmation']
[2025-10-13T22:48:08.325478] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:08.449304] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:08.565367] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:08.688271] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:08.819267] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:48:08.938220] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:09.062502] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:09.187295] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:09.308399] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:09.434048] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:48:09.434220] [INFO ] [CONFIGURE ] AI: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T22:48:09.434264] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2527 tests
[2025-10-13T22:48:09.434417] [INFO ] [CONFIGURE ] AI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:48:09.434481] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_volume_price_divergence']
[2025-10-13T22:48:09.562299] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:09.688434] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:09.815297] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:09.945053] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:10.085029] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:48:10.210575] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:10.338388] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:10.466461] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:10.594761] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:10.723919] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:48:10.724076] [INFO ] [CONFIGURE ] AI: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T22:48:10.724120] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2526 tests
[2025-10-13T22:48:10.724156] [INFO ] [CONFIGURE ] AI: Testing feature 28/29: add_volume_profile
[2025-10-13T22:48:10.724188] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_volume_profile']
[2025-10-13T22:48:10.851817] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:10.975423] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:48:11.097984] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:11.218505] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:11.338176] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:48:11.458537] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:11.590682] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:11.716394] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:11.857001] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:11.987005] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:48:11.987236] [INFO ] [CONFIGURE ] AI: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T22:48:11.987302] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2525 tests
[2025-10-13T22:48:11.987343] [INFO ] [CONFIGURE ] AI: Testing feature 29/29: add_vwap
[2025-10-13T22:48:11.987376] [INFO ] [CONFIGURE ] AI: Testing with features: ['add_pbf_volatility_5d', 'add_vwap']
[2025-10-13T22:48:12.114877] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:48:12.241422] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:48:12.363769] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:12.493794] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:12.627271] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:48:12.759605] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:12.893159] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:13.028472] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:13.163552] [DEBUG] [FORECASTER] AI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:13.295979] [DEBUG] [FORECASTER] AI: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:48:13.296159] [INFO ] [CONFIGURE ] AI: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T22:48:13.296203] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2524 tests
[2025-10-13T22:48:13.296239] [INFO ] [CONFIGURE ] AI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:48:13.296269] [INFO ] [CONFIGURE ] AI: Best accuracy: 80.00%
[2025-10-13T22:48:13.296299] [INFO ] [CONFIGURE ] AI: Best feature set (1 features): ['add_pbf_volatility_5d']
[2025-10-13T22:48:13.296327] [INFO ] [CONFIGURE ] AI: Improvement over baseline: 10.00%
[2025-10-13T22:48:13.296354] [INFO ] [CONFIGURE ] AI: Total time: 39.2 seconds
[2025-10-13T22:48:13.296381] [INFO ] [CONFIGURE ] AI: Average time per feature: 1.4 seconds
[2025-10-13T22:48:13.296407] [INFO ] [CONFIGURE ] AI: Average speed: 0.74 features/sec
[2025-10-13T22:48:13.297119] [INFO ] [LOCAL     ] Saved configuration for AI: 1 features, 80.00% accuracy -> ./output/feature-sets/AI.json
[2025-10-13T22:48:13.297174] [INFO ] [CONFIGURE ] AI: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T22:48:13.297235] [INFO ] [sig       ] [4/91] Successfully configured AI | 0.02 sym/s | Total: 2.9m | ETA: 1.1h
[2025-10-13T22:48:13.297292] [INFO ] [sig       ] [5/91] Configuring AIO...
[2025-10-13T22:48:13.297324] [INFO ] [CONFIGURE ] AIO: Configurate test run.
[2025-10-13T22:48:13.297382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIO' from 'https://tdm.silogroup.org/data/derivative_storage/AIO.csv'.
[2025-10-13T22:48:13.313495] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIO'.
[2025-10-13T22:48:13.314002] [INFO ] [CONFIGURE ] AIO: Testing with 29 available features
[2025-10-13T22:48:13.314058] [INFO ] [CONFIGURE ] AIO: Establishing baseline with no features...
[2025-10-13T22:48:13.426397] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:13.534385] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:13.642290] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:13.756521] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:13.858095] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:13.971563] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:14.083831] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:14.199097] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:14.313716] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:14.430942] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:14.431076] [INFO ] [CONFIGURE ] AIO: Baseline score (no features): 70.00%
[2025-10-13T22:48:14.431135] [INFO ] [CONFIGURE ] AIO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:48:14.431224] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:48:14.556005] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:14.679857] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:14.805398] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:14.932341] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:15.080819] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:15.210391] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:15.340053] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:15.472521] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:15.606125] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:15.746489] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:15.746681] [INFO ] [CONFIGURE ] AIO: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T22:48:15.746757] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2523 tests
[2025-10-13T22:48:15.746802] [INFO ] [CONFIGURE ] AIO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:48:15.746840] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:48:15.881900] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:16.020371] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:16.149955] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:16.280170] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:16.407998] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:16.550847] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:16.695299] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:16.829003] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:16.986599] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:17.139487] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:17.139710] [INFO ] [CONFIGURE ] AIO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T22:48:17.139789] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2522 tests
[2025-10-13T22:48:17.139870] [INFO ] [CONFIGURE ] AIO: Testing feature 3/29: add_daily_returns
[2025-10-13T22:48:17.139911] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_daily_returns']
[2025-10-13T22:48:17.272087] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:17.388383] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:17.505020] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:17.619152] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:17.735483] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:17.857620] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:17.975096] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:18.088384] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:18.202619] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:18.318759] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:18.318989] [INFO ] [CONFIGURE ] AIO: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T22:48:18.319052] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2521 tests
[2025-10-13T22:48:18.319089] [INFO ] [CONFIGURE ] AIO: Testing feature 4/29: add_ema
[2025-10-13T22:48:18.319121] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_ema']
[2025-10-13T22:48:18.445155] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:18.573457] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:18.708598] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:18.835180] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:18.959351] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:19.086250] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:19.216012] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:19.349163] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:19.478813] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:19.609219] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:19.609391] [INFO ] [CONFIGURE ] AIO: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:48:19.609456] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2520 tests
[2025-10-13T22:48:19.609514] [INFO ] [CONFIGURE ] AIO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:48:19.609547] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:48:19.747826] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:19.888661] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:20.033350] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:20.174077] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:20.310051] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:20.451488] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:20.591342] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:20.728426] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:20.871064] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:21.012848] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:21.013028] [INFO ] [CONFIGURE ] AIO: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T22:48:21.013072] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2519 tests
[2025-10-13T22:48:21.013157] [INFO ] [CONFIGURE ] AIO: Testing feature 6/29: add_failed_moves
[2025-10-13T22:48:21.013196] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_failed_moves']
[2025-10-13T22:48:21.139628] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:21.265173] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:21.386014] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:21.517300] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:21.645043] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:21.769294] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:21.889296] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:22.012569] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:22.134093] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:22.270234] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:22.270487] [INFO ] [CONFIGURE ] AIO: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:48:22.270546] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2518 tests
[2025-10-13T22:48:22.270584] [INFO ] [CONFIGURE ] AIO: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:48:22.270615] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_lag_shelf']
[2025-10-13T22:48:22.378369] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:22.488135] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:22.594941] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:22.703742] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:22.812798] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:22.920866] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:23.034754] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:23.143410] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:23.252087] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:23.360260] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:23.360398] [INFO ] [CONFIGURE ] AIO: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T22:48:23.360441] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2517 tests
[2025-10-13T22:48:23.360475] [INFO ] [CONFIGURE ] AIO: Testing feature 8/29: add_macd
[2025-10-13T22:48:23.360507] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:48:23.507244] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:23.661881] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:23.809537] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:23.993258] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:24.140800] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:24.290362] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:24.449909] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:48:24.601055] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:24.755856] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:24.906566] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:24.906817] [INFO ] [CONFIGURE ] AIO: DISCARDED add_macd (score: 30.00%)
[2025-10-13T22:48:24.906884] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2516 tests
[2025-10-13T22:48:24.906924] [INFO ] [CONFIGURE ] AIO: Testing feature 9/29: add_mfi
[2025-10-13T22:48:24.906957] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_mfi']
[2025-10-13T22:48:25.031996] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:25.161002] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:25.296607] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:25.439596] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:25.582213] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:25.714586] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:25.841623] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:25.970937] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:26.116595] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:26.246337] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:26.246511] [INFO ] [CONFIGURE ] AIO: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T22:48:26.246553] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2515 tests
[2025-10-13T22:48:26.246588] [INFO ] [CONFIGURE ] AIO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:48:26.246619] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:48:26.419478] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:26.569475] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:26.719917] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:26.863848] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:27.035960] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:27.176185] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:27.316403] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:27.457245] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:27.598678] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:27.740983] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:27.741158] [INFO ] [CONFIGURE ] AIO: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T22:48:27.741286] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2514 tests
[2025-10-13T22:48:27.741331] [INFO ] [CONFIGURE ] AIO: Testing feature 11/29: add_obv_daily
[2025-10-13T22:48:27.741402] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_obv_daily']
[2025-10-13T22:48:27.871849] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:27.981275] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:28.092454] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:28.203112] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:28.314983] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:28.431138] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:28.542473] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:28.661142] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:28.775814] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:28.888520] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:28.888707] [INFO ] [CONFIGURE ] AIO: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:48:28.888764] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2513 tests
[2025-10-13T22:48:28.888799] [INFO ] [CONFIGURE ] AIO: Testing feature 12/29: add_obv_interval
[2025-10-13T22:48:28.888829] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_obv_interval']
[2025-10-13T22:48:28.997260] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:29.109144] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:29.227468] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:29.340791] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:29.466294] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:48:29.580578] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:29.697052] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:29.811159] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:29.923050] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:30.062222] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:30.062505] [INFO ] [CONFIGURE ] AIO: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T22:48:30.062564] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2512 tests
[2025-10-13T22:48:30.062602] [INFO ] [CONFIGURE ] AIO: Testing feature 13/29: add_opening_strength
[2025-10-13T22:48:30.062634] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T22:48:30.179043] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:30.296398] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:30.413873] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:30.531822] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:30.651633] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:30.777912] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:30.903540] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:48:31.030833] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:31.157106] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:31.284345] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:31.284517] [INFO ] [CONFIGURE ] AIO: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-13T22:48:31.284561] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2511 tests
[2025-10-13T22:48:31.284597] [INFO ] [CONFIGURE ] AIO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:48:31.284628] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T22:48:31.412704] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:31.545351] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:31.679490] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:31.827069] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:31.959920] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:48:32.089346] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:32.214750] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:48:32.337449] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:32.465693] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:32.593771] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:32.593923] [INFO ] [CONFIGURE ] AIO: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T22:48:32.593966] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2510 tests
[2025-10-13T22:48:32.594000] [INFO ] [CONFIGURE ] AIO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:48:32.594030] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T22:48:32.701370] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:32.808691] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:32.918351] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:33.038105] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:33.148112] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:33.259968] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:33.370871] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:33.485910] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:33.600324] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:33.716935] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:33.717127] [INFO ] [CONFIGURE ] AIO: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T22:48:33.717177] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2509 tests
[2025-10-13T22:48:33.717212] [INFO ] [CONFIGURE ] AIO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:48:33.717242] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T22:48:33.832839] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:33.950510] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:34.068073] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:34.186888] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:34.305671] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:34.426958] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:34.549395] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:48:34.669810] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:34.792538] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:34.915239] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:34.915405] [INFO ] [CONFIGURE ] AIO: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-13T22:48:34.915449] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2508 tests
[2025-10-13T22:48:34.915484] [INFO ] [CONFIGURE ] AIO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:48:34.915522] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_return_2d']
[2025-10-13T22:48:35.043012] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:35.168304] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:35.290807] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:35.412867] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:35.535402] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:35.665258] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:35.789744] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:35.914129] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:36.042326] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:36.167500] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:36.167697] [INFO ] [CONFIGURE ] AIO: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T22:48:36.167756] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2507 tests
[2025-10-13T22:48:36.167794] [INFO ] [CONFIGURE ] AIO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:48:36.167826] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T22:48:36.275916] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:36.384932] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:36.496902] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:36.612262] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:36.728010] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:36.854426] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:36.973487] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:37.095942] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:37.213173] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:37.332883] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:37.333079] [INFO ] [CONFIGURE ] AIO: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T22:48:37.333152] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2506 tests
[2025-10-13T22:48:37.333188] [INFO ] [CONFIGURE ] AIO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:48:37.333221] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T22:48:37.450713] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:37.565004] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:37.697864] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:37.813054] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:37.927797] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:38.045898] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:38.171253] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:38.289671] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:38.408272] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:38.524485] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:38.524675] [INFO ] [CONFIGURE ] AIO: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T22:48:38.524739] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2505 tests
[2025-10-13T22:48:38.524778] [INFO ] [CONFIGURE ] AIO: Testing feature 20/29: add_price_rejection
[2025-10-13T22:48:38.524811] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_price_rejection']
[2025-10-13T22:48:38.645874] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:38.767481] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:38.892325] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:39.021003] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:39.170077] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:39.298044] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:39.425831] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:39.550918] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:39.676073] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:39.813479] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:39.813746] [INFO ] [CONFIGURE ] AIO: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T22:48:39.813806] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2504 tests
[2025-10-13T22:48:39.813843] [INFO ] [CONFIGURE ] AIO: Testing feature 21/29: add_range_position
[2025-10-13T22:48:39.813885] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_range_position']
[2025-10-13T22:48:39.948858] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:40.071432] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:40.195893] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:40.341558] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:40.497220] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:40.654866] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:40.795273] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:40.930473] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:41.067864] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:41.204876] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:41.205055] [INFO ] [CONFIGURE ] AIO: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T22:48:41.205100] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2503 tests
[2025-10-13T22:48:41.205135] [INFO ] [CONFIGURE ] AIO: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:48:41.205166] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_realized_volatility']
[2025-10-13T22:48:41.353490] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:41.499194] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:41.647726] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:41.799003] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:41.947816] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:42.100967] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:42.276080] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:42.430719] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:42.594086] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:42.753980] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:42.754257] [INFO ] [CONFIGURE ] AIO: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T22:48:42.754308] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2502 tests
[2025-10-13T22:48:42.754348] [INFO ] [CONFIGURE ] AIO: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:48:42.754382] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_recent_range_context']
[2025-10-13T22:48:42.888957] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:43.026615] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:43.154430] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:43.282232] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:43.411553] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:43.536998] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:43.669610] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:43.794337] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:43.922087] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:44.058392] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:44.058582] [INFO ] [CONFIGURE ] AIO: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T22:48:44.058628] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2501 tests
[2025-10-13T22:48:44.058702] [INFO ] [CONFIGURE ] AIO: Testing feature 24/29: add_rsi
[2025-10-13T22:48:44.058746] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T22:48:44.199757] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:44.355230] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:48:44.498409] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:44.640639] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:44.780920] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:44.924234] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:45.072045] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:45.251111] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:45.396445] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:45.551825] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:45.552078] [INFO ] [CONFIGURE ] AIO: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:48:45.552125] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.5s/test | Remaining: 2500 tests
[2025-10-13T22:48:45.552165] [INFO ] [CONFIGURE ] AIO: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:48:45.552201] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_tick_distribution']
[2025-10-13T22:48:45.687850] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:45.818749] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:45.953038] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:46.084119] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:46.210235] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:46.343809] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:46.478565] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:46.609321] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:46.746788] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:46.886768] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:46.887003] [INFO ] [CONFIGURE ] AIO: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:48:46.887069] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2499 tests
[2025-10-13T22:48:46.887108] [INFO ] [CONFIGURE ] AIO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:48:46.887142] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T22:48:47.020482] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:47.156066] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:47.280986] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:47.411266] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:47.541164] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:47.675146] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:47.805910] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:47.943902] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:48.083097] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:48.251632] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:48.251951] [INFO ] [CONFIGURE ] AIO: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T22:48:48.252042] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2498 tests
[2025-10-13T22:48:48.252113] [INFO ] [CONFIGURE ] AIO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:48:48.252198] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_volume_price_divergence']
[2025-10-13T22:48:48.405135] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:48.549489] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:48.696190] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:48.837976] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:48.994145] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:49.133541] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:49.276856] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:49.419596] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:49.560464] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:49.707952] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:49.708234] [INFO ] [CONFIGURE ] AIO: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T22:48:49.708295] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2497 tests
[2025-10-13T22:48:49.708337] [INFO ] [CONFIGURE ] AIO: Testing feature 28/29: add_volume_profile
[2025-10-13T22:48:49.708372] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_volume_profile']
[2025-10-13T22:48:49.839347] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:49.972204] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:50.106430] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:50.242955] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:50.378538] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:50.510941] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:50.639580] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:50.778413] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:50.913413] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:51.050365] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:51.050687] [INFO ] [CONFIGURE ] AIO: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T22:48:51.050758] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2496 tests
[2025-10-13T22:48:51.050806] [INFO ] [CONFIGURE ] AIO: Testing feature 29/29: add_vwap
[2025-10-13T22:48:51.050843] [INFO ] [CONFIGURE ] AIO: Testing with features: ['add_vwap']
[2025-10-13T22:48:51.188402] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:48:51.323966] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:51.458322] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:51.583727] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:51.715138] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:51.862444] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:51.986455] [DEBUG] [FORECASTER] AIO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:48:52.109115] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:48:52.231386] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:48:52.358214] [DEBUG] [FORECASTER] AIO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:52.358405] [INFO ] [CONFIGURE ] AIO: DISCARDED add_vwap (score: 20.00%)
[2025-10-13T22:48:52.358474] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2495 tests
[2025-10-13T22:48:52.358534] [INFO ] [CONFIGURE ] AIO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:48:52.358576] [INFO ] [CONFIGURE ] AIO: Best accuracy: 70.00%
[2025-10-13T22:48:52.358612] [INFO ] [CONFIGURE ] AIO: Best feature set (0 features): []
[2025-10-13T22:48:52.358678] [INFO ] [CONFIGURE ] AIO: Improvement over baseline: 0.00%
[2025-10-13T22:48:52.358733] [INFO ] [CONFIGURE ] AIO: Total time: 37.9 seconds
[2025-10-13T22:48:52.358763] [INFO ] [CONFIGURE ] AIO: Average time per feature: 1.3 seconds
[2025-10-13T22:48:52.358792] [INFO ] [CONFIGURE ] AIO: Average speed: 0.76 features/sec
[2025-10-13T22:48:52.359477] [INFO ] [LOCAL     ] Saved configuration for AIO: 0 features, 70.00% accuracy -> ./output/feature-sets/AIO.json
[2025-10-13T22:48:52.359535] [INFO ] [CONFIGURE ] AIO: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T22:48:52.359667] [INFO ] [sig       ] [5/91] Successfully configured AIO | 0.02 sym/s | Total: 3.6m | ETA: 1.0h
[2025-10-13T22:48:52.359773] [INFO ] [sig       ] [6/91] Configuring AOMR...
[2025-10-13T22:48:52.359828] [INFO ] [CONFIGURE ] AOMR: Configurate test run.
[2025-10-13T22:48:52.359887] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOMR' from 'https://tdm.silogroup.org/data/derivative_storage/AOMR.csv'.
[2025-10-13T22:48:52.374976] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOMR'.
[2025-10-13T22:48:52.375308] [INFO ] [CONFIGURE ] AOMR: Testing with 29 available features
[2025-10-13T22:48:52.375362] [INFO ] [CONFIGURE ] AOMR: Establishing baseline with no features...
[2025-10-13T22:48:52.485805] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:52.593014] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:52.701759] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:48:52.813211] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:52.924136] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.041463] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.153910] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:48:53.270360] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.386871] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.513533] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.513774] [INFO ] [CONFIGURE ] AOMR: Baseline score (no features): 70.00%
[2025-10-13T22:48:53.513834] [INFO ] [CONFIGURE ] AOMR: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:48:53.513880] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:48:53.663050] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:53.800839] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:53.930516] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:54.065072] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:54.206751] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:54.345871] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:54.491190] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:48:54.623343] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:54.760944] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:54.894375] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:54.894627] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T22:48:54.894724] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2494 tests
[2025-10-13T22:48:54.894772] [INFO ] [CONFIGURE ] AOMR: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:48:54.894810] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:48:55.033306] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:55.171877] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:55.309486] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:55.448681] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:55.598995] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:55.745351] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:55.887885] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:48:56.031540] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:56.174299] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:56.307029] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:48:56.307244] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T22:48:56.307289] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2493 tests
[2025-10-13T22:48:56.307325] [INFO ] [CONFIGURE ] AOMR: Testing feature 3/29: add_daily_returns
[2025-10-13T22:48:56.307358] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_daily_returns']
[2025-10-13T22:48:56.423143] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:56.547364] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:56.689528] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:56.808407] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:48:56.926216] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:48:57.045033] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:57.168686] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:48:57.288730] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:57.413304] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:57.530386] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:57.530726] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T22:48:57.530792] [INFO ] [CONFIGURE ] JOB ETA: 1.0h | Avg: 1.4s/test | Remaining: 2492 tests
[2025-10-13T22:48:57.530830] [INFO ] [CONFIGURE ] AOMR: Testing feature 4/29: add_ema
[2025-10-13T22:48:57.530864] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_ema']
[2025-10-13T22:48:57.661781] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:57.810806] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:57.947541] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:58.086498] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:58.221387] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:48:58.353448] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:58.491150] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:48:58.621782] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:48:58.752216] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:48:58.886519] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:48:58.886743] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:48:58.886812] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2491 tests
[2025-10-13T22:48:58.886857] [INFO ] [CONFIGURE ] AOMR: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:48:58.886895] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:48:59.029617] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:48:59.172449] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:48:59.315474] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:48:59.463265] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:48:59.614431] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:48:59.766755] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:48:59.914158] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:00.065284] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:00.229291] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:00.399809] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:00.400077] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T22:49:00.400126] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2490 tests
[2025-10-13T22:49:00.400166] [INFO ] [CONFIGURE ] AOMR: Testing feature 6/29: add_failed_moves
[2025-10-13T22:49:00.400201] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_failed_moves']
[2025-10-13T22:49:00.572158] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:00.791839] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:00.939927] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:01.079684] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:01.262156] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:01.442374] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:01.603174] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:01.732797] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:01.865744] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:02.007228] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:02.007406] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:49:02.007453] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2489 tests
[2025-10-13T22:49:02.007488] [INFO ] [CONFIGURE ] AOMR: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:49:02.007520] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_lag_shelf']
[2025-10-13T22:49:02.129857] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:02.276581] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:02.403266] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:02.529431] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:02.661355] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:02.793288] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:02.920461] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:03.056212] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:03.182661] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:03.299425] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:03.299592] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T22:49:03.299637] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2488 tests
[2025-10-13T22:49:03.299714] [INFO ] [CONFIGURE ] AOMR: Testing feature 8/29: add_macd
[2025-10-13T22:49:03.299752] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:49:03.446431] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:03.604077] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:03.772462] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:03.985885] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:04.147498] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:04.314390] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:04.492206] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:04.661627] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:04.827216] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:04.989833] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:04.990119] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_macd (score: 50.00%)
[2025-10-13T22:49:04.990185] [INFO ] [CONFIGURE ] JOB ETA: 60.0m | Avg: 1.4s/test | Remaining: 2487 tests
[2025-10-13T22:49:04.990227] [INFO ] [CONFIGURE ] AOMR: Testing feature 9/29: add_mfi
[2025-10-13T22:49:04.990263] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_mfi']
[2025-10-13T22:49:05.126398] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:05.280871] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:05.421056] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:05.555741] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:05.697739] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:05.856539] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:05.998308] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:06.140030] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:06.283923] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:06.424416] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:06.424671] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T22:49:06.424736] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2486 tests
[2025-10-13T22:49:06.424778] [INFO ] [CONFIGURE ] AOMR: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:49:06.424812] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:49:06.587170] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:06.738725] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:06.890019] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:07.038343] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:07.188367] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:07.330865] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:07.483077] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:07.629737] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:07.780363] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:07.925394] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:07.925585] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T22:49:07.925629] [INFO ] [CONFIGURE ] JOB ETA: 59.9m | Avg: 1.4s/test | Remaining: 2485 tests
[2025-10-13T22:49:07.925705] [INFO ] [CONFIGURE ] AOMR: Testing feature 11/29: add_obv_daily
[2025-10-13T22:49:07.925749] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_obv_daily']
[2025-10-13T22:49:08.039401] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:49:08.153168] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:08.267542] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:08.382341] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:08.503166] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:08.626979] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:08.747849] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:08.865209] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:08.982104] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:09.099051] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:09.099209] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T22:49:09.099252] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.4s/test | Remaining: 2484 tests
[2025-10-13T22:49:09.099286] [INFO ] [CONFIGURE ] AOMR: Testing feature 12/29: add_obv_interval
[2025-10-13T22:49:09.099318] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_obv_interval']
[2025-10-13T22:49:09.211034] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:09.323278] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:09.436307] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:09.551251] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:09.665934] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:09.785499] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:09.904056] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:10.024774] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:10.143584] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:10.264985] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:10.265167] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T22:49:10.265212] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2483 tests
[2025-10-13T22:49:10.265246] [INFO ] [CONFIGURE ] AOMR: Testing feature 13/29: add_opening_strength
[2025-10-13T22:49:10.265278] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T22:49:10.385789] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:10.507524] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:10.636278] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:10.764934] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:10.897625] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:11.032833] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:11.159957] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:49:11.288490] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:11.417332] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:11.548068] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:11.548218] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T22:49:11.548267] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.4s/test | Remaining: 2482 tests
[2025-10-13T22:49:11.548302] [INFO ] [CONFIGURE ] AOMR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:49:11.548333] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T22:49:11.676989] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:11.804299] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:11.942106] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:12.075107] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:12.205978] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:12.334335] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:12.473275] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:12.602990] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:12.736397] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:12.870287] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:12.870425] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:49:12.870467] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.4s/test | Remaining: 2481 tests
[2025-10-13T22:49:12.870501] [INFO ] [CONFIGURE ] AOMR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:49:12.870531] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T22:49:12.980779] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:13.091568] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:13.201864] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:13.316253] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:13.428818] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:13.541088] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:13.652958] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:13.765314] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:13.878534] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:13.999900] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:14.000190] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T22:49:14.000257] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.4s/test | Remaining: 2480 tests
[2025-10-13T22:49:14.000297] [INFO ] [CONFIGURE ] AOMR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:49:14.000332] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T22:49:14.126516] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:14.252388] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:14.381968] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:14.509053] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:14.645022] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:14.773190] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:14.903008] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:15.032408] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:15.167100] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:15.310198] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:15.310547] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:49:15.310738] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.4s/test | Remaining: 2479 tests
[2025-10-13T22:49:15.310798] [INFO ] [CONFIGURE ] AOMR: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:49:15.310836] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_return_2d']
[2025-10-13T22:49:15.454903] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:15.600503] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:15.745052] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:15.888026] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:16.027689] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.164884] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:16.299235] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.440238] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.585134] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.730612] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.730857] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T22:49:16.730935] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2478 tests
[2025-10-13T22:49:16.731010] [INFO ] [CONFIGURE ] AOMR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:49:16.731079] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T22:49:16.856794] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:16.982296] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:17.115477] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:17.247941] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:17.370076] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:17.493427] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:17.617854] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:17.756878] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:17.885819] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:18.014362] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:18.014633] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T22:49:18.014722] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.4s/test | Remaining: 2477 tests
[2025-10-13T22:49:18.014765] [INFO ] [CONFIGURE ] AOMR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:49:18.014798] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T22:49:18.131285] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:18.254910] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:18.376266] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:18.492297] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:18.607067] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:18.727491] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:18.870525] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:19.012926] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:19.130385] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:19.254286] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:19.254478] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:49:19.254524] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.4s/test | Remaining: 2476 tests
[2025-10-13T22:49:19.254560] [INFO ] [CONFIGURE ] AOMR: Testing feature 20/29: add_price_rejection
[2025-10-13T22:49:19.254592] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_price_rejection']
[2025-10-13T22:49:19.375921] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:19.498729] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:19.620827] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:19.748151] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:19.873323] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:19.995596] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:20.113904] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:20.236401] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:20.355047] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:20.475754] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:20.475904] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T22:49:20.475970] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2475 tests
[2025-10-13T22:49:20.476029] [INFO ] [CONFIGURE ] AOMR: Testing feature 21/29: add_range_position
[2025-10-13T22:49:20.476062] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_range_position']
[2025-10-13T22:49:20.600730] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:20.725589] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:20.853244] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:20.980595] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:21.111312] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:21.241106] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:21.369560] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:21.500538] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:21.645769] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:21.793612] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:21.793852] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:49:21.793910] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2474 tests
[2025-10-13T22:49:21.793956] [INFO ] [CONFIGURE ] AOMR: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:49:21.793995] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_realized_volatility']
[2025-10-13T22:49:21.943870] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:22.114315] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:22.279742] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:22.438473] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:22.600411] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:22.768575] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:22.930228] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:23.097667] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:23.258359] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:23.423188] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:23.423465] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T22:49:23.423515] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2473 tests
[2025-10-13T22:49:23.423554] [INFO ] [CONFIGURE ] AOMR: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:49:23.423588] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_recent_range_context']
[2025-10-13T22:49:23.561952] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:23.693362] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:23.817817] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:23.947117] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:24.074909] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:24.198896] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:24.331724] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:24.465958] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:24.598543] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:24.728484] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:24.728741] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T22:49:24.728805] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2472 tests
[2025-10-13T22:49:24.728844] [INFO ] [CONFIGURE ] AOMR: Testing feature 24/29: add_rsi
[2025-10-13T22:49:24.728877] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T22:49:24.882804] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:25.058242] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:25.203059] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:25.358840] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:25.520551] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:25.669984] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:25.814376] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:25.959243] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:26.108889] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:26.258186] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:26.258364] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:49:26.258410] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2471 tests
[2025-10-13T22:49:26.258447] [INFO ] [CONFIGURE ] AOMR: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:49:26.258478] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_tick_distribution']
[2025-10-13T22:49:26.376034] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:26.495781] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:26.616410] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:26.740219] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:26.871571] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:27.001078] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:27.122523] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:27.242758] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:27.363325] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:27.487607] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:27.487839] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T22:49:27.487890] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2470 tests
[2025-10-13T22:49:27.487926] [INFO ] [CONFIGURE ] AOMR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:49:27.487956] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T22:49:27.605572] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:27.719409] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:27.833179] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:49:27.991801] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:28.122466] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:28.253383] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:28.378336] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:28.517304] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:28.671402] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:28.809690] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:28.809921] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T22:49:28.809966] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2469 tests
[2025-10-13T22:49:28.810005] [INFO ] [CONFIGURE ] AOMR: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:49:28.810039] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_volume_price_divergence']
[2025-10-13T22:49:28.948531] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:29.084123] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:29.217555] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:29.352732] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:29.501290] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:49:29.645085] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:29.783639] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:29.928818] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:30.081777] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:30.225491] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:30.225767] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T22:49:30.225824] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2468 tests
[2025-10-13T22:49:30.225862] [INFO ] [CONFIGURE ] AOMR: Testing feature 28/29: add_volume_profile
[2025-10-13T22:49:30.225894] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_volume_profile']
[2025-10-13T22:49:30.359848] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:30.492878] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:30.625123] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:30.765594] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:30.904320] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:31.047709] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:31.186165] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:31.325087] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:31.462316] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:31.599680] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:31.599986] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T22:49:31.600107] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2467 tests
[2025-10-13T22:49:31.600157] [INFO ] [CONFIGURE ] AOMR: Testing feature 29/29: add_vwap
[2025-10-13T22:49:31.600195] [INFO ] [CONFIGURE ] AOMR: Testing with features: ['add_vwap']
[2025-10-13T22:49:31.740337] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:49:31.879719] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:32.016278] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:49:32.155305] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:49:32.289676] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:49:32.425554] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:32.562912] [DEBUG] [FORECASTER] AOMR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:49:32.697508] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:49:32.835787] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:32.986635] [DEBUG] [FORECASTER] AOMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:49:32.987004] [INFO ] [CONFIGURE ] AOMR: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T22:49:32.987069] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2466 tests
[2025-10-13T22:49:32.987231] [INFO ] [CONFIGURE ] AOMR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:49:32.987289] [INFO ] [CONFIGURE ] AOMR: Best accuracy: 70.00%
[2025-10-13T22:49:32.987322] [INFO ] [CONFIGURE ] AOMR: Best feature set (0 features): []
[2025-10-13T22:49:32.987353] [INFO ] [CONFIGURE ] AOMR: Improvement over baseline: 0.00%
[2025-10-13T22:49:32.987446] [INFO ] [CONFIGURE ] AOMR: Total time: 39.5 seconds
[2025-10-13T22:49:32.987498] [INFO ] [CONFIGURE ] AOMR: Average time per feature: 1.4 seconds
[2025-10-13T22:49:32.987529] [INFO ] [CONFIGURE ] AOMR: Average speed: 0.73 features/sec
[2025-10-13T22:49:32.988423] [INFO ] [LOCAL     ] Saved configuration for AOMR: 0 features, 70.00% accuracy -> ./output/feature-sets/AOMR.json
[2025-10-13T22:49:32.988500] [INFO ] [CONFIGURE ] AOMR: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T22:49:32.988558] [INFO ] [sig       ] [6/91] Successfully configured AOMR | 0.02 sym/s | Total: 4.3m | ETA: 1.0h
[2025-10-13T22:49:32.988627] [INFO ] [sig       ] [7/91] Configuring APH...
[2025-10-13T22:49:32.988707] [INFO ] [CONFIGURE ] APH: Configurate test run.
[2025-10-13T22:49:32.988821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APH' from 'https://tdm.silogroup.org/data/derivative_storage/APH.csv'.
[2025-10-13T22:49:33.006478] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APH'.
[2025-10-13T22:49:33.006931] [INFO ] [CONFIGURE ] APH: Testing with 29 available features
[2025-10-13T22:49:33.006996] [INFO ] [CONFIGURE ] APH: Establishing baseline with no features...
[2025-10-13T22:49:33.119760] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:33.231604] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:33.339395] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:33.448439] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:33.559078] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:33.668665] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:33.776714] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:33.884392] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:33.995400] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:34.137144] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:49:34.137352] [INFO ] [CONFIGURE ] APH: Baseline score (no features): 50.00%
[2025-10-13T22:49:34.137399] [INFO ] [CONFIGURE ] APH: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:49:34.137433] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:49:34.261405] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:34.383549] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:34.519204] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:49:34.644341] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:34.767281] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:34.892898] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:35.027901] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:35.155023] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:35.282020] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:35.405451] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:49:35.405619] [INFO ] [CONFIGURE ] APH: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T22:49:35.405700] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2465 tests
[2025-10-13T22:49:35.405749] [INFO ] [CONFIGURE ] APH: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:49:35.405782] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:49:35.533794] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:35.662594] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:35.787990] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:35.918715] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:36.051984] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:36.187368] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:36.316427] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:36.457496] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:36.593874] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:36.754100] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:49:36.754270] [INFO ] [CONFIGURE ] APH: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:49:36.754315] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2464 tests
[2025-10-13T22:49:36.754410] [INFO ] [CONFIGURE ] APH: Testing feature 3/29: add_daily_returns
[2025-10-13T22:49:36.754452] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_daily_returns']
[2025-10-13T22:49:36.873745] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:36.989992] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:37.109075] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:37.227608] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:37.341216] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:37.462850] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:37.590619] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:37.712093] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:37.832556] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:37.952077] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:37.952237] [INFO ] [CONFIGURE ] APH: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T22:49:37.952279] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2463 tests
[2025-10-13T22:49:37.952314] [INFO ] [CONFIGURE ] APH: Testing feature 4/29: add_ema
[2025-10-13T22:49:37.952347] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema']
[2025-10-13T22:49:38.085404] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:38.220318] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:49:38.354379] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:38.493523] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:38.635175] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:38.769373] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:49:38.899069] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:39.035170] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:39.169717] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:39.306820] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:49:39.307025] [INFO ] [CONFIGURE ] APH: KEPT add_ema (score: 60.00%)
[2025-10-13T22:49:39.307073] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2462 tests
[2025-10-13T22:49:39.307111] [INFO ] [CONFIGURE ] APH: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:49:39.307146] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:49:39.466425] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:39.617872] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:39.771603] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:39.925149] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:40.083936] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:40.256338] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:40.412911] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:40.568073] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:40.727149] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:40.883501] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:40.883725] [INFO ] [CONFIGURE ] APH: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-13T22:49:40.883787] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2461 tests
[2025-10-13T22:49:40.883824] [INFO ] [CONFIGURE ] APH: Testing feature 6/29: add_failed_moves
[2025-10-13T22:49:40.883855] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T22:49:41.044898] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:41.207138] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:41.366039] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:41.525797] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:41.686102] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:41.849020] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:42.011811] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:42.178628] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:42.363927] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:42.532281] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:42.532452] [INFO ] [CONFIGURE ] APH: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:49:42.532496] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2460 tests
[2025-10-13T22:49:42.532617] [INFO ] [CONFIGURE ] APH: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:49:42.532698] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T22:49:42.685177] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:42.844910] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:43.000229] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:43.153071] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:43.312868] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:43.467995] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:43.645963] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:43.802790] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:43.958161] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:44.133374] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:49:44.133863] [INFO ] [CONFIGURE ] APH: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T22:49:44.133933] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.4s/test | Remaining: 2459 tests
[2025-10-13T22:49:44.133975] [INFO ] [CONFIGURE ] APH: Testing feature 8/29: add_macd
[2025-10-13T22:49:44.134028] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T22:49:44.344786] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:44.545548] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:44.738879] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:44.923013] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:45.104679] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:45.289233] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:45.469205] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:45.654421] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:45.831874] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:46.009201] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:46.009436] [INFO ] [CONFIGURE ] APH: DISCARDED add_macd (score: 70.00%)
[2025-10-13T22:49:46.009512] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2458 tests
[2025-10-13T22:49:46.009576] [INFO ] [CONFIGURE ] APH: Testing feature 9/29: add_mfi
[2025-10-13T22:49:46.009613] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T22:49:46.186094] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:46.356246] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:46.527058] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:46.695101] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:46.867620] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:47.046404] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:47.227443] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:47.397457] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:47.573499] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:47.762728] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:47.762965] [INFO ] [CONFIGURE ] APH: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T22:49:47.763023] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.4s/test | Remaining: 2457 tests
[2025-10-13T22:49:47.763062] [INFO ] [CONFIGURE ] APH: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:49:47.763094] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:49:47.935825] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:48.115193] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:48.296374] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:48.505775] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:48.710290] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:48.911028] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:49.113085] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:49.361863] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:49.550832] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:49.745736] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:49.746028] [INFO ] [CONFIGURE ] APH: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T22:49:49.746094] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.4s/test | Remaining: 2456 tests
[2025-10-13T22:49:49.746136] [INFO ] [CONFIGURE ] APH: Testing feature 11/29: add_obv_daily
[2025-10-13T22:49:49.746170] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T22:49:49.927276] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:50.110920] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:50.292567] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:50.482258] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:50.679879] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:50.869200] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:51.058704] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:51.265756] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:51.450625] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:51.634032] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:51.634275] [INFO ] [CONFIGURE ] APH: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T22:49:51.634352] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.4s/test | Remaining: 2455 tests
[2025-10-13T22:49:51.634428] [INFO ] [CONFIGURE ] APH: Testing feature 12/29: add_obv_interval
[2025-10-13T22:49:51.634522] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T22:49:51.811708] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:51.986200] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:52.161282] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:52.366599] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:52.548674] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:52.745435] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:52.963129] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:53.239285] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:53.506152] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:53.770510] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:53.770821] [INFO ] [CONFIGURE ] APH: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:49:53.770929] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.4s/test | Remaining: 2454 tests
[2025-10-13T22:49:53.770987] [INFO ] [CONFIGURE ] APH: Testing feature 13/29: add_opening_strength
[2025-10-13T22:49:53.771026] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:49:54.008299] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:54.219150] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:54.417761] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:54.600601] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:54.788108] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:54.973925] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:55.157421] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:55.342806] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:55.526772] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:49:55.725912] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:55.726140] [INFO ] [CONFIGURE ] APH: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T22:49:55.726188] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.4s/test | Remaining: 2453 tests
[2025-10-13T22:49:55.726227] [INFO ] [CONFIGURE ] APH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:49:55.726262] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T22:49:55.920028] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:56.106918] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:56.298295] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:56.491979] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:56.710753] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:56.903749] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:57.094427] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:57.293077] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:57.491097] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:57.680807] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:57.681063] [INFO ] [CONFIGURE ] APH: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:49:57.681129] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2452 tests
[2025-10-13T22:49:57.681172] [INFO ] [CONFIGURE ] APH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:49:57.681207] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T22:49:57.848118] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:58.016388] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:58.180292] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:49:58.343477] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:49:58.510453] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:49:58.677255] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:49:58.843326] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:49:59.013780] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:49:59.194286] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:49:59.365173] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:49:59.365440] [INFO ] [CONFIGURE ] APH: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T22:49:59.365506] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2451 tests
[2025-10-13T22:49:59.365547] [INFO ] [CONFIGURE ] APH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:49:59.365583] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T22:49:59.536459] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:49:59.716948] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:49:59.904458] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:00.075122] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:00.258271] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:00.432816] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:00.605568] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:00.784627] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:00.970797] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:01.159246] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:01.159533] [INFO ] [CONFIGURE ] APH: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T22:50:01.159599] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.5s/test | Remaining: 2450 tests
[2025-10-13T22:50:01.159663] [INFO ] [CONFIGURE ] APH: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:50:01.159727] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T22:50:01.361809] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:01.539211] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:01.746684] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:01.943209] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:02.142620] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:02.336414] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:02.549120] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:02.754849] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:02.969829] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:03.159454] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:03.159773] [INFO ] [CONFIGURE ] APH: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T22:50:03.159834] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2449 tests
[2025-10-13T22:50:03.159873] [INFO ] [CONFIGURE ] APH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:50:03.159911] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T22:50:03.324298] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:03.489136] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:03.652789] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:03.816548] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:03.996399] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:04.175360] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:04.353126] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:04.528696] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:04.710499] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:04.882803] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:04.883077] [INFO ] [CONFIGURE ] APH: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T22:50:04.883134] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2448 tests
[2025-10-13T22:50:04.883174] [INFO ] [CONFIGURE ] APH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:50:04.883208] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T22:50:05.045054] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:05.210076] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:05.371799] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:05.543521] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:05.709588] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:05.895212] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:06.065200] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:06.229852] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:06.410507] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:06.581443] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:06.581732] [INFO ] [CONFIGURE ] APH: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:50:06.581795] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2447 tests
[2025-10-13T22:50:06.581835] [INFO ] [CONFIGURE ] APH: Testing feature 20/29: add_price_rejection
[2025-10-13T22:50:06.581869] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T22:50:06.759855] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:06.942343] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:07.113790] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:07.280879] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:07.446527] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:07.609762] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:50:07.772442] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:07.939189] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:08.107133] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:50:08.274145] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:50:08.274353] [INFO ] [CONFIGURE ] APH: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T22:50:08.274405] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2446 tests
[2025-10-13T22:50:08.274446] [INFO ] [CONFIGURE ] APH: Testing feature 21/29: add_range_position
[2025-10-13T22:50:08.274478] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T22:50:08.442808] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:08.613262] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:08.782919] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:08.953823] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:09.138309] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:09.333932] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:50:09.527778] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:09.720575] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:09.916536] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:50:10.109398] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:50:10.109608] [INFO ] [CONFIGURE ] APH: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T22:50:10.109684] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2445 tests
[2025-10-13T22:50:10.109738] [INFO ] [CONFIGURE ] APH: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:50:10.109774] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T22:50:10.294711] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:10.480504] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:10.666985] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:10.852583] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:50:11.039389] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:11.223893] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:50:11.417011] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:11.607460] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:11.800429] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:11.992969] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:11.993168] [INFO ] [CONFIGURE ] APH: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T22:50:11.993213] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2444 tests
[2025-10-13T22:50:11.993248] [INFO ] [CONFIGURE ] APH: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:50:11.993280] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T22:50:12.154631] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:12.316345] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:12.483205] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:12.645027] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:12.808095] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:12.973111] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:13.138420] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:13.309563] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:13.483881] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:13.650600] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:13.650834] [INFO ] [CONFIGURE ] APH: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T22:50:13.650885] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2443 tests
[2025-10-13T22:50:13.650922] [INFO ] [CONFIGURE ] APH: Testing feature 24/29: add_rsi
[2025-10-13T22:50:13.650954] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-13T22:50:13.825487] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:13.996174] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:14.164507] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:14.354438] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:50:14.547209] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:14.730744] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:14.927809] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:15.117699] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:15.295215] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:15.469867] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:15.470055] [INFO ] [CONFIGURE ] APH: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T22:50:15.470173] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2442 tests
[2025-10-13T22:50:15.470231] [INFO ] [CONFIGURE ] APH: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:50:15.470267] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T22:50:15.631404] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:15.789176] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:15.952933] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:16.122169] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:16.289420] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:16.458429] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:16.623022] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:16.797673] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:16.965727] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:17.134977] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:17.135144] [INFO ] [CONFIGURE ] APH: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:50:17.135189] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2441 tests
[2025-10-13T22:50:17.135225] [INFO ] [CONFIGURE ] APH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:50:17.135258] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T22:50:17.302281] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:17.473922] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:17.643660] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:17.809163] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:17.975327] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:18.149895] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:18.318532] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:18.507259] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:18.683402] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:18.867511] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:18.867879] [INFO ] [CONFIGURE ] APH: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T22:50:18.868039] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2440 tests
[2025-10-13T22:50:18.868084] [INFO ] [CONFIGURE ] APH: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:50:18.868118] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T22:50:19.044820] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:19.216829] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:19.388832] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:19.570338] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:19.750888] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:19.929544] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:50:20.103989] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:20.279349] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:20.458127] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:20.641175] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:50:20.641401] [INFO ] [CONFIGURE ] APH: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T22:50:20.641451] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2439 tests
[2025-10-13T22:50:20.641489] [INFO ] [CONFIGURE ] APH: Testing feature 28/29: add_volume_profile
[2025-10-13T22:50:20.641525] [INFO ] [CONFIGURE ] APH: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T22:50:20.801995] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:50:20.966954] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:21.125386] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:50:21.286925] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:21.444717] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:50:21.601124] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:50:21.760315] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:21.916792] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:50:22.080773] [DEBUG] [FORECASTER] APH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:22.254451] [DEBUG] [FORECASTER] APH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:50:22.254672] [INFO ] [CONFIGURE ] APH: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T22:50:22.254736] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2438 tests
[2025-10-13T22:50:22.254776] [INFO ] [CONFIGURE ] APH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:50:22.254807] [INFO ] [CONFIGURE ] APH: Best accuracy: 70.00%
[2025-10-13T22:50:22.254839] [INFO ] [CONFIGURE ] APH: Best feature set (3 features): ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:50:22.254868] [INFO ] [CONFIGURE ] APH: Improvement over baseline: 20.00%
[2025-10-13T22:50:22.254894] [INFO ] [CONFIGURE ] APH: Total time: 48.1 seconds
[2025-10-13T22:50:22.254921] [INFO ] [CONFIGURE ] APH: Average time per feature: 1.7 seconds
[2025-10-13T22:50:22.254949] [INFO ] [CONFIGURE ] APH: Average speed: 0.60 features/sec
[2025-10-13T22:50:22.255870] [INFO ] [LOCAL     ] Saved configuration for APH: 3 features, 70.00% accuracy -> ./output/feature-sets/APH.json
[2025-10-13T22:50:22.255925] [INFO ] [CONFIGURE ] APH: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T22:50:22.255975] [INFO ] [sig       ] [7/91] Successfully configured APH | 0.02 sym/s | Total: 5.1m | ETA: 1.0h
[2025-10-13T22:50:22.256042] [INFO ] [sig       ] [8/91] Configuring AQN...
[2025-10-13T22:50:22.256096] [INFO ] [CONFIGURE ] AQN: Configurate test run.
[2025-10-13T22:50:22.256158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AQN' from 'https://tdm.silogroup.org/data/derivative_storage/AQN.csv'.
[2025-10-13T22:50:22.269404] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AQN'.
[2025-10-13T22:50:22.269836] [INFO ] [CONFIGURE ] AQN: Testing with 29 available features
[2025-10-13T22:50:22.269918] [INFO ] [CONFIGURE ] AQN: Establishing baseline with no features...
[2025-10-13T22:50:22.371426] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:50:22.472279] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:22.574935] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:22.678697] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:22.781303] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:22.890049] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:22.993824] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:23.121446] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:23.228502] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:23.335368] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:23.335557] [INFO ] [CONFIGURE ] AQN: Baseline score (no features): 70.00%
[2025-10-13T22:50:23.335605] [INFO ] [CONFIGURE ] AQN: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:50:23.335663] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:50:23.454482] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:23.574718] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:23.697019] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:23.823895] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:23.970890] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:24.088870] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:24.209108] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:24.331727] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:24.463461] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:24.595624] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:24.595813] [INFO ] [CONFIGURE ] AQN: DISCARDED add_bollinger_bands (score: 70.00%)
[2025-10-13T22:50:24.595909] [INFO ] [CONFIGURE ] JOB ETA: 59.8m | Avg: 1.5s/test | Remaining: 2437 tests
[2025-10-13T22:50:24.595952] [INFO ] [CONFIGURE ] AQN: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:50:24.595984] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:50:24.717476] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:24.855027] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:24.993405] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:25.133661] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:25.281545] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:25.429239] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:25.581377] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:25.722368] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:25.865090] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:26.010488] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:26.010756] [INFO ] [CONFIGURE ] AQN: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-13T22:50:26.010822] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2436 tests
[2025-10-13T22:50:26.010862] [INFO ] [CONFIGURE ] AQN: Testing feature 3/29: add_daily_returns
[2025-10-13T22:50:26.010896] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:50:26.154267] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:26.316030] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:26.456666] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:26.594056] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:26.738179] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:26.872602] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:27.007609] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:27.146534] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:27.274550] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:27.404222] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:27.404385] [INFO ] [CONFIGURE ] AQN: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T22:50:27.404429] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2435 tests
[2025-10-13T22:50:27.404464] [INFO ] [CONFIGURE ] AQN: Testing feature 4/29: add_ema
[2025-10-13T22:50:27.404496] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T22:50:27.549506] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:27.690840] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:27.829334] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:27.967199] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:50:28.106670] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:28.249659] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:28.421720] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:28.583156] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:28.752932] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:28.919621] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:28.919954] [INFO ] [CONFIGURE ] AQN: DISCARDED add_ema (score: 60.00%)
[2025-10-13T22:50:28.920022] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2434 tests
[2025-10-13T22:50:28.920062] [INFO ] [CONFIGURE ] AQN: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:50:28.920096] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:50:29.082464] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:29.240581] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:29.403183] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:29.576533] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:29.741398] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:29.912573] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:30.088110] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:30.255013] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:30.432126] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:30.610966] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:30.611246] [INFO ] [CONFIGURE ] AQN: DISCARDED add_exhaustion_signals (score: 80.00%)
[2025-10-13T22:50:30.611299] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2433 tests
[2025-10-13T22:50:30.611340] [INFO ] [CONFIGURE ] AQN: Testing feature 6/29: add_failed_moves
[2025-10-13T22:50:30.611375] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T22:50:30.765018] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:30.917198] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:31.090036] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:31.241453] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:31.393506] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:31.550185] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:31.743019] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:31.899904] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:32.052046] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:32.194768] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:32.194966] [INFO ] [CONFIGURE ] AQN: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T22:50:32.195073] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2432 tests
[2025-10-13T22:50:32.195135] [INFO ] [CONFIGURE ] AQN: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:50:32.195172] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T22:50:32.329180] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:32.464275] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:32.604816] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:32.733366] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:32.860871] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:33.004108] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:33.138502] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:33.279850] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:33.410482] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:33.538783] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:33.538976] [INFO ] [CONFIGURE ] AQN: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T22:50:33.539021] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2431 tests
[2025-10-13T22:50:33.539054] [INFO ] [CONFIGURE ] AQN: Testing feature 8/29: add_macd
[2025-10-13T22:50:33.539153] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T22:50:33.704127] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:33.873090] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:34.047682] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:34.208674] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:34.379322] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:34.564916] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:34.790013] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:34.975568] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:35.156591] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:35.377128] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:35.377438] [INFO ] [CONFIGURE ] AQN: DISCARDED add_macd (score: 80.00%)
[2025-10-13T22:50:35.377508] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2430 tests
[2025-10-13T22:50:35.377592] [INFO ] [CONFIGURE ] AQN: Testing feature 9/29: add_mfi
[2025-10-13T22:50:35.377679] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T22:50:35.528826] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:35.685563] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:35.840998] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:35.997623] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:36.163048] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:36.325884] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:36.491372] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:36.657581] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:36.827007] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:36.985094] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:36.985356] [INFO ] [CONFIGURE ] AQN: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T22:50:36.985421] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2429 tests
[2025-10-13T22:50:36.985461] [INFO ] [CONFIGURE ] AQN: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:50:36.985495] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:50:37.161213] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:37.336506] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:37.519333] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:37.682845] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:37.838345] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:37.993913] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:38.153340] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:38.316468] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:38.480208] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:38.643915] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:38.644125] [INFO ] [CONFIGURE ] AQN: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:50:38.644175] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2428 tests
[2025-10-13T22:50:38.644213] [INFO ] [CONFIGURE ] AQN: Testing feature 11/29: add_obv_daily
[2025-10-13T22:50:38.644254] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T22:50:38.785169] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:38.922866] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:39.079251] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:39.243495] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:39.382591] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:39.530230] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:39.674537] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:39.815327] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:39.952233] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:40.089804] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:40.089993] [INFO ] [CONFIGURE ] AQN: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T22:50:40.090044] [INFO ] [CONFIGURE ] JOB ETA: 59.7m | Avg: 1.5s/test | Remaining: 2427 tests
[2025-10-13T22:50:40.090082] [INFO ] [CONFIGURE ] AQN: Testing feature 12/29: add_obv_interval
[2025-10-13T22:50:40.090113] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:50:40.220894] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:40.351161] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:40.485625] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:40.617620] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:40.749723] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:40.882222] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:41.014633] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:41.165354] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:41.317974] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:41.484973] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:41.485193] [INFO ] [CONFIGURE ] AQN: KEPT add_obv_interval (score: 90.00%)
[2025-10-13T22:50:41.485264] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2426 tests
[2025-10-13T22:50:41.485306] [INFO ] [CONFIGURE ] AQN: Testing feature 13/29: add_opening_strength
[2025-10-13T22:50:41.485342] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:50:41.649064] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:41.839582] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:41.995539] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:42.152747] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:42.305819] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:42.459347] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:42.610112] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:42.768208] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:42.935504] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:43.092894] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:43.093130] [INFO ] [CONFIGURE ] AQN: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-13T22:50:43.093183] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2425 tests
[2025-10-13T22:50:43.093223] [INFO ] [CONFIGURE ] AQN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:50:43.093258] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T22:50:43.246372] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:43.410018] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:43.571276] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:43.738253] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:43.903015] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:44.059498] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:44.211041] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:44.366834] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:44.521936] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:44.676080] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:44.676276] [INFO ] [CONFIGURE ] AQN: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-13T22:50:44.676325] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2424 tests
[2025-10-13T22:50:44.676360] [INFO ] [CONFIGURE ] AQN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:50:44.676391] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T22:50:44.810933] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:50:44.947877] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:50:45.088563] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:45.229504] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:45.362622] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:45.513941] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:45.674812] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:45.842839] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:46.036327] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:46.215783] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:46.216012] [INFO ] [CONFIGURE ] AQN: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T22:50:46.216061] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2423 tests
[2025-10-13T22:50:46.216100] [INFO ] [CONFIGURE ] AQN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:50:46.216135] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T22:50:46.413254] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:46.586940] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:46.747902] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:46.916403] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:47.056265] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:47.194176] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:47.334048] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:47.494808] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:47.639989] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:47.798030] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:47.798230] [INFO ] [CONFIGURE ] AQN: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T22:50:47.798276] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2422 tests
[2025-10-13T22:50:47.798313] [INFO ] [CONFIGURE ] AQN: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:50:47.798353] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T22:50:47.956542] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:48.108576] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:48.259557] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:48.412494] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:48.564036] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:48.720297] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:48.879117] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:49.035277] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:49.193359] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:49.351268] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:49.351479] [INFO ] [CONFIGURE ] AQN: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T22:50:49.351527] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2421 tests
[2025-10-13T22:50:49.351563] [INFO ] [CONFIGURE ] AQN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:50:49.351595] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T22:50:49.492809] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:49.659506] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:49.809187] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:49.948872] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:50.092174] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:50.233470] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:50.413745] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:50.556791] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:50.701096] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:50.845842] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:50.846030] [INFO ] [CONFIGURE ] AQN: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T22:50:50.846076] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2420 tests
[2025-10-13T22:50:50.846113] [INFO ] [CONFIGURE ] AQN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:50:50.846144] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T22:50:50.993505] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:51.137341] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:51.303113] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:51.452729] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:51.596202] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:51.739965] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:51.884113] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:50:52.021988] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:52.161281] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:52.299280] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:52.299470] [INFO ] [CONFIGURE ] AQN: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T22:50:52.299525] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2419 tests
[2025-10-13T22:50:52.299567] [INFO ] [CONFIGURE ] AQN: Testing feature 20/29: add_price_rejection
[2025-10-13T22:50:52.299601] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T22:50:52.446949] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:52.595587] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:52.744576] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:52.897321] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:53.048575] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:53.195799] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:53.346706] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:53.517005] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:53.680527] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:53.833639] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:53.833852] [INFO ] [CONFIGURE ] AQN: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T22:50:53.833957] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2418 tests
[2025-10-13T22:50:53.834015] [INFO ] [CONFIGURE ] AQN: Testing feature 21/29: add_range_position
[2025-10-13T22:50:53.834049] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_range_position']
[2025-10-13T22:50:53.995262] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:50:54.160061] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:54.340326] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:54.500405] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:54.672111] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:54.881009] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:55.038492] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:55.193219] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:55.353444] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:55.512193] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:55.512374] [INFO ] [CONFIGURE ] AQN: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:50:55.512420] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2417 tests
[2025-10-13T22:50:55.512455] [INFO ] [CONFIGURE ] AQN: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:50:55.512487] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T22:50:55.685921] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:55.860581] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:56.033886] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:56.207510] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:56.381511] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:56.558859] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:56.731932] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:56.907062] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:57.081005] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:50:57.253692] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:50:57.253850] [INFO ] [CONFIGURE ] AQN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T22:50:57.253894] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2416 tests
[2025-10-13T22:50:57.253928] [INFO ] [CONFIGURE ] AQN: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:50:57.253959] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T22:50:57.405363] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:57.550494] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:57.700389] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:57.845999] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:57.994913] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:50:58.145494] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:50:58.297576] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:50:58.447403] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:50:58.597020] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:50:58.746012] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:50:58.746159] [INFO ] [CONFIGURE ] AQN: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T22:50:58.746202] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2415 tests
[2025-10-13T22:50:58.746236] [INFO ] [CONFIGURE ] AQN: Testing feature 24/29: add_rsi
[2025-10-13T22:50:58.746268] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T22:50:58.914218] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:50:59.081190] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:50:59.240608] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:50:59.404714] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:50:59.566370] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:50:59.735760] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:50:59.898104] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:00.061951] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:00.239461] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:00.414572] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:00.414805] [INFO ] [CONFIGURE ] AQN: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T22:51:00.414867] [INFO ] [CONFIGURE ] JOB ETA: 59.6m | Avg: 1.5s/test | Remaining: 2414 tests
[2025-10-13T22:51:00.414908] [INFO ] [CONFIGURE ] AQN: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:51:00.414942] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T22:51:00.558361] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:00.704741] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:51:00.842985] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:51:00.995207] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:01.138193] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:51:01.303353] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:51:01.456920] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:01.604432] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:01.754128] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:01.900432] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:01.900622] [INFO ] [CONFIGURE ] AQN: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:51:01.900702] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2413 tests
[2025-10-13T22:51:01.900794] [INFO ] [CONFIGURE ] AQN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:51:01.900874] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T22:51:02.079682] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:02.227059] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:51:02.384283] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:51:02.549033] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:02.739974] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:02.915813] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:51:03.063361] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:03.210518] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:03.360766] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:03.514033] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:03.514232] [INFO ] [CONFIGURE ] AQN: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T22:51:03.514294] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2412 tests
[2025-10-13T22:51:03.514331] [INFO ] [CONFIGURE ] AQN: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:51:03.514363] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T22:51:03.669411] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:03.823577] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:51:03.976043] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:51:04.129367] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:04.287921] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:51:04.474460] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:51:04.659963] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:04.832416] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:04.997977] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:05.170813] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:05.171035] [INFO ] [CONFIGURE ] AQN: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T22:51:05.171100] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2411 tests
[2025-10-13T22:51:05.171141] [INFO ] [CONFIGURE ] AQN: Testing feature 28/29: add_volume_profile
[2025-10-13T22:51:05.171188] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_profile']
[2025-10-13T22:51:05.325221] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:05.473609] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:51:05.620507] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:51:05.773089] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:05.925549] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:06.070731] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:51:06.222104] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:06.367944] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:06.512314] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:06.658421] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:06.658611] [INFO ] [CONFIGURE ] AQN: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T22:51:06.658703] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2410 tests
[2025-10-13T22:51:06.658763] [INFO ] [CONFIGURE ] AQN: Testing feature 29/29: add_vwap
[2025-10-13T22:51:06.658807] [INFO ] [CONFIGURE ] AQN: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_vwap']
[2025-10-13T22:51:06.803601] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:06.945814] [DEBUG] [FORECASTER] AQN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:51:07.090601] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:51:07.241243] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:07.411910] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:07.583324] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:51:07.766327] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:07.937898] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:08.115932] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:08.305908] [DEBUG] [FORECASTER] AQN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:08.306253] [INFO ] [CONFIGURE ] AQN: DISCARDED add_vwap (score: 90.00%)
[2025-10-13T22:51:08.306321] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2409 tests
[2025-10-13T22:51:08.306365] [INFO ] [CONFIGURE ] AQN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:51:08.306417] [INFO ] [CONFIGURE ] AQN: Best accuracy: 90.00%
[2025-10-13T22:51:08.306471] [INFO ] [CONFIGURE ] AQN: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:51:08.306504] [INFO ] [CONFIGURE ] AQN: Improvement over baseline: 20.00%
[2025-10-13T22:51:08.306534] [INFO ] [CONFIGURE ] AQN: Total time: 45.0 seconds
[2025-10-13T22:51:08.306562] [INFO ] [CONFIGURE ] AQN: Average time per feature: 1.6 seconds
[2025-10-13T22:51:08.306590] [INFO ] [CONFIGURE ] AQN: Average speed: 0.64 features/sec
[2025-10-13T22:51:08.307383] [INFO ] [LOCAL     ] Saved configuration for AQN: 2 features, 90.00% accuracy -> ./output/feature-sets/AQN.json
[2025-10-13T22:51:08.307450] [INFO ] [CONFIGURE ] AQN: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T22:51:08.307517] [INFO ] [sig       ] [8/91] Successfully configured AQN | 0.02 sym/s | Total: 5.8m | ETA: 1.0h
[2025-10-13T22:51:08.307618] [INFO ] [sig       ] [9/91] Configuring ARLO...
[2025-10-13T22:51:08.307700] [INFO ] [CONFIGURE ] ARLO: Configurate test run.
[2025-10-13T22:51:08.307847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARLO' from 'https://tdm.silogroup.org/data/derivative_storage/ARLO.csv'.
[2025-10-13T22:51:08.324097] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARLO'.
[2025-10-13T22:51:08.324819] [INFO ] [CONFIGURE ] ARLO: Testing with 29 available features
[2025-10-13T22:51:08.324875] [INFO ] [CONFIGURE ] ARLO: Establishing baseline with no features...
[2025-10-13T22:51:08.435453] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:08.545501] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:08.656869] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:08.768331] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:08.877586] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:08.991523] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:09.106932] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:09.219561] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:51:09.346260] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:09.462745] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:09.462948] [INFO ] [CONFIGURE ] ARLO: Baseline score (no features): 50.00%
[2025-10-13T22:51:09.463006] [INFO ] [CONFIGURE ] ARLO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:51:09.463043] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:51:09.583326] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:09.707556] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:09.827677] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:09.947984] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:10.073565] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:10.194466] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:10.326795] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:10.446481] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:10.565817] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:10.685880] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:10.686045] [INFO ] [CONFIGURE ] ARLO: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-13T22:51:10.686089] [INFO ] [CONFIGURE ] JOB ETA: 59.5m | Avg: 1.5s/test | Remaining: 2408 tests
[2025-10-13T22:51:10.686123] [INFO ] [CONFIGURE ] ARLO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:51:10.686154] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:51:10.819111] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:10.952264] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:11.089058] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:51:11.225552] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:11.361326] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:11.495239] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:11.630839] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:11.775220] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:11.913479] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:12.050879] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:12.051057] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T22:51:12.051127] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.5s/test | Remaining: 2407 tests
[2025-10-13T22:51:12.051163] [INFO ] [CONFIGURE ] ARLO: Testing feature 3/29: add_daily_returns
[2025-10-13T22:51:12.051193] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T22:51:12.174948] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:12.298173] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:12.420199] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:12.548462] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:12.684362] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:12.835854] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:12.994197] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:13.141470] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:13.282078] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:13.436662] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:13.436949] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-13T22:51:13.437016] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.5s/test | Remaining: 2406 tests
[2025-10-13T22:51:13.437058] [INFO ] [CONFIGURE ] ARLO: Testing feature 4/29: add_ema
[2025-10-13T22:51:13.437092] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T22:51:13.584905] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:13.737974] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:13.887297] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:14.037412] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:14.227827] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:14.401989] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:14.559046] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:14.707353] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:14.867719] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:15.037386] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:15.037751] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_ema (score: 80.00%)
[2025-10-13T22:51:15.037815] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.5s/test | Remaining: 2405 tests
[2025-10-13T22:51:15.037857] [INFO ] [CONFIGURE ] ARLO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:51:15.037893] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:51:15.262249] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:15.422295] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:15.586498] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:15.756859] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:15.926240] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:16.092226] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:16.258457] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:16.400045] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:16.543613] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:16.688733] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:16.688989] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T22:51:16.689041] [INFO ] [CONFIGURE ] JOB ETA: 59.4m | Avg: 1.5s/test | Remaining: 2404 tests
[2025-10-13T22:51:16.689078] [INFO ] [CONFIGURE ] ARLO: Testing feature 6/29: add_failed_moves
[2025-10-13T22:51:16.689110] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T22:51:16.814715] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:16.937056] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:17.058263] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:17.181602] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:17.304636] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:17.428764] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:17.551729] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:17.674286] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:17.798726] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:17.923217] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:17.923458] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T22:51:17.923510] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2403 tests
[2025-10-13T22:51:17.923545] [INFO ] [CONFIGURE ] ARLO: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:51:17.923578] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T22:51:18.037181] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:18.156302] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:18.307832] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:18.438640] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:18.567461] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:18.699091] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:18.839020] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:18.985757] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:19.130632] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:19.265508] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:19.265804] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T22:51:19.265859] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2402 tests
[2025-10-13T22:51:19.265896] [INFO ] [CONFIGURE ] ARLO: Testing feature 8/29: add_macd
[2025-10-13T22:51:19.265932] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T22:51:19.436917] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:19.624947] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:19.791504] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:19.956880] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:20.130048] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:20.313052] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:20.496933] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:20.670976] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:20.850042] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:21.042441] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:21.042767] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_macd (score: 80.00%)
[2025-10-13T22:51:21.042830] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2401 tests
[2025-10-13T22:51:21.042869] [INFO ] [CONFIGURE ] ARLO: Testing feature 9/29: add_mfi
[2025-10-13T22:51:21.042904] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T22:51:21.208868] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:21.358838] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:21.503747] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:21.659937] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:21.843167] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:21.992867] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:22.142179] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:22.294444] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:22.445638] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:22.615787] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:22.616125] [INFO ] [CONFIGURE ] ARLO: KEPT add_mfi (score: 90.00%)
[2025-10-13T22:51:22.616216] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2400 tests
[2025-10-13T22:51:22.616290] [INFO ] [CONFIGURE ] ARLO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:51:22.616335] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:51:22.821333] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:23.006894] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:23.186837] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:23.373028] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:23.592030] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:51:23.789888] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:23.962185] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:24.137751] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:24.309714] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:24.482082] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:24.482277] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-13T22:51:24.482325] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2399 tests
[2025-10-13T22:51:24.482360] [INFO ] [CONFIGURE ] ARLO: Testing feature 11/29: add_obv_daily
[2025-10-13T22:51:24.482393] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_obv_daily']
[2025-10-13T22:51:24.624845] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:24.770973] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:24.912915] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:25.056788] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:25.220000] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:25.380284] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:25.554380] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:25.710894] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:25.869042] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:26.027488] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:26.027793] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T22:51:26.027853] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2398 tests
[2025-10-13T22:51:26.027892] [INFO ] [CONFIGURE ] ARLO: Testing feature 12/29: add_obv_interval
[2025-10-13T22:51:26.027931] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_obv_interval']
[2025-10-13T22:51:26.186453] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:26.347975] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:26.502874] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:51:26.653157] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:26.821605] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:26.973991] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:27.129498] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:27.284833] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:27.441448] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:27.600393] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:27.600702] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:51:27.600770] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2397 tests
[2025-10-13T22:51:27.600811] [INFO ] [CONFIGURE ] ARLO: Testing feature 13/29: add_opening_strength
[2025-10-13T22:51:27.600845] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:51:27.780310] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:27.949827] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:28.114183] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:28.283606] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:28.458491] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:28.631662] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:28.800752] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:28.970574] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:29.145313] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:29.324134] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:29.324380] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_opening_strength (score: 90.00%)
[2025-10-13T22:51:29.324428] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2396 tests
[2025-10-13T22:51:29.324497] [INFO ] [CONFIGURE ] ARLO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:51:29.324540] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-13T22:51:29.503211] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:29.680442] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:29.854337] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:51:30.031784] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:30.201096] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:30.372636] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:30.554407] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:30.723796] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:30.904865] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:31.080092] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:31.080347] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:51:31.080395] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2395 tests
[2025-10-13T22:51:31.080433] [INFO ] [CONFIGURE ] ARLO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:51:31.080466] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-13T22:51:31.232369] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:31.383593] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:31.530958] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:31.694561] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:31.843316] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:31.988771] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:32.125070] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:32.261317] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:32.401851] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:32.546569] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:32.546791] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T22:51:32.546845] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2394 tests
[2025-10-13T22:51:32.546880] [INFO ] [CONFIGURE ] ARLO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:51:32.546912] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-13T22:51:32.699312] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:32.846564] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:32.993313] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:33.142097] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:33.298895] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:51:33.467483] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:33.626938] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:33.780923] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:33.941034] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:34.113325] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:34.113572] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T22:51:34.113638] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2393 tests
[2025-10-13T22:51:34.113719] [INFO ] [CONFIGURE ] ARLO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:51:34.113758] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_return_2d']
[2025-10-13T22:51:34.275592] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:34.434589] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:34.594545] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:34.755370] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:34.927128] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:35.092479] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:35.255975] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:35.414214] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:35.574322] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:35.739014] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:35.739270] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T22:51:35.739319] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2392 tests
[2025-10-13T22:51:35.739357] [INFO ] [CONFIGURE ] ARLO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:51:35.739389] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-13T22:51:35.895453] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:36.049766] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:36.200421] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:36.353473] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:36.510960] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:36.658104] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:36.812727] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:36.972682] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:37.113640] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:37.249557] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:37.249775] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-13T22:51:37.249839] [INFO ] [CONFIGURE ] JOB ETA: 59.3m | Avg: 1.5s/test | Remaining: 2391 tests
[2025-10-13T22:51:37.249877] [INFO ] [CONFIGURE ] ARLO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:51:37.249910] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-13T22:51:37.383449] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:37.516805] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:37.647196] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:37.783126] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:37.922275] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:38.066414] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:38.203586] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:38.341463] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:38.550942] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:38.730671] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:38.730907] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T22:51:38.730990] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2390 tests
[2025-10-13T22:51:38.731062] [INFO ] [CONFIGURE ] ARLO: Testing feature 20/29: add_price_rejection
[2025-10-13T22:51:38.731109] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_price_rejection']
[2025-10-13T22:51:38.927812] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:39.129719] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:39.289248] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:39.439858] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:39.585173] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:39.744761] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:39.918575] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:40.073571] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:40.224373] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:40.369978] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:40.370135] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T22:51:40.370201] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2389 tests
[2025-10-13T22:51:40.370237] [INFO ] [CONFIGURE ] ARLO: Testing feature 21/29: add_range_position
[2025-10-13T22:51:40.370269] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_range_position']
[2025-10-13T22:51:40.529790] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:40.695471] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:40.851194] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:51:41.008130] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:41.166081] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:41.330736] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:41.499626] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:41.665123] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:41.849893] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:42.014268] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:42.014447] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_range_position (score: 80.00%)
[2025-10-13T22:51:42.014492] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2388 tests
[2025-10-13T22:51:42.014526] [INFO ] [CONFIGURE ] ARLO: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:51:42.014557] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_realized_volatility']
[2025-10-13T22:51:42.199775] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:42.373092] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:42.544785] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:42.716476] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:42.901175] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:43.079271] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:43.256012] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:43.430398] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:43.612026] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:43.788550] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:43.788730] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T22:51:43.788786] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2387 tests
[2025-10-13T22:51:43.788821] [INFO ] [CONFIGURE ] ARLO: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:51:43.788853] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_recent_range_context']
[2025-10-13T22:51:43.935515] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:44.081410] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:44.233125] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:44.382950] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:44.534838] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:44.695396] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:44.842364] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:44.998395] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:45.147558] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:45.301914] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:45.302124] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T22:51:45.302189] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2386 tests
[2025-10-13T22:51:45.302296] [INFO ] [CONFIGURE ] ARLO: Testing feature 24/29: add_rsi
[2025-10-13T22:51:45.302337] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_ema', 'add_rsi']
[2025-10-13T22:51:45.468274] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:45.636134] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:45.808311] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:45.974763] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:46.144476] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:46.319413] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:46.491820] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:46.658826] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:46.824888] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:46.988496] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:46.988685] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T22:51:46.988747] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2385 tests
[2025-10-13T22:51:46.988788] [INFO ] [CONFIGURE ] ARLO: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:51:46.988821] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_tick_distribution']
[2025-10-13T22:51:47.133601] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:47.276196] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:47.415201] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:47.562594] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:47.718090] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:47.864768] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:48.009511] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:48.151047] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:48.293276] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:48.436084] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:48.436240] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T22:51:48.436284] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2384 tests
[2025-10-13T22:51:48.436318] [INFO ] [CONFIGURE ] ARLO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:51:48.436371] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-13T22:51:48.575487] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:48.715890] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:48.855127] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:48.994384] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:49.132515] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:49.273446] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:49.414781] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:49.560035] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:49.717024] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:49.869362] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:49.869538] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T22:51:49.869581] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2383 tests
[2025-10-13T22:51:49.869615] [INFO ] [CONFIGURE ] ARLO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:51:49.869671] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_volume_price_divergence']
[2025-10-13T22:51:50.017701] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:50.172179] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:50.324170] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:51:50.476346] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:50.639378] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:50.795881] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:50.953299] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:51.120947] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:51.274320] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:51.426481] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:51:51.426724] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T22:51:51.426785] [INFO ] [CONFIGURE ] JOB ETA: 59.2m | Avg: 1.5s/test | Remaining: 2382 tests
[2025-10-13T22:51:51.426824] [INFO ] [CONFIGURE ] ARLO: Testing feature 28/29: add_volume_profile
[2025-10-13T22:51:51.426858] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_volume_profile']
[2025-10-13T22:51:51.566472] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:51.712689] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:51.857453] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:51.996557] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:51:52.139665] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:52.283482] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:52.429635] [DEBUG] [FORECASTER] ARLO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:51:52.577370] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:52.724480] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:52.867225] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:52.867382] [INFO ] [CONFIGURE ] ARLO: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T22:51:52.867425] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.5s/test | Remaining: 2381 tests
[2025-10-13T22:51:52.867460] [INFO ] [CONFIGURE ] ARLO: Testing feature 29/29: add_vwap
[2025-10-13T22:51:52.867493] [INFO ] [CONFIGURE ] ARLO: Testing with features: ['add_bollinger_bands', 'add_mfi', 'add_vwap']
[2025-10-13T22:51:53.006953] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:51:53.146261] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:51:53.303949] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:53.460791] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:51:53.605796] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:51:53.749191] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:53.903351] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:54.047481] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:51:54.193769] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:54.347855] [DEBUG] [FORECASTER] ARLO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:51:54.348064] [INFO ] [CONFIGURE ] ARLO: KEPT add_vwap (score: 100.00%)
[2025-10-13T22:51:54.348111] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.5s/test | Remaining: 2380 tests
[2025-10-13T22:51:54.348146] [INFO ] [CONFIGURE ] ARLO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:51:54.348176] [INFO ] [CONFIGURE ] ARLO: Best accuracy: 100.00%
[2025-10-13T22:51:54.348208] [INFO ] [CONFIGURE ] ARLO: Best feature set (3 features): ['add_bollinger_bands', 'add_mfi', 'add_vwap']
[2025-10-13T22:51:54.348237] [INFO ] [CONFIGURE ] ARLO: Improvement over baseline: 50.00%
[2025-10-13T22:51:54.348264] [INFO ] [CONFIGURE ] ARLO: Total time: 44.9 seconds
[2025-10-13T22:51:54.348291] [INFO ] [CONFIGURE ] ARLO: Average time per feature: 1.5 seconds
[2025-10-13T22:51:54.348319] [INFO ] [CONFIGURE ] ARLO: Average speed: 0.65 features/sec
[2025-10-13T22:51:54.348969] [INFO ] [LOCAL     ] Saved configuration for ARLO: 3 features, 100.00% accuracy -> ./output/feature-sets/ARLO.json
[2025-10-13T22:51:54.349036] [INFO ] [CONFIGURE ] ARLO: Configuration saved successfully: 3 features, 100.00% accuracy.
[2025-10-13T22:51:54.349095] [INFO ] [sig       ] [9/91] Successfully configured ARLO | 0.02 sym/s | Total: 6.6m | ETA: 1.0h
[2025-10-13T22:51:54.349151] [INFO ] [sig       ] [10/91] Configuring AS...
[2025-10-13T22:51:54.349182] [INFO ] [CONFIGURE ] AS: Configurate test run.
[2025-10-13T22:51:54.349240] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AS' from 'https://tdm.silogroup.org/data/derivative_storage/AS.csv'.
[2025-10-13T22:51:54.364534] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AS'.
[2025-10-13T22:51:54.365299] [INFO ] [CONFIGURE ] AS: Testing with 29 available features
[2025-10-13T22:51:54.365356] [INFO ] [CONFIGURE ] AS: Establishing baseline with no features...
[2025-10-13T22:51:54.471609] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:54.573129] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:54.678919] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:54.788190] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:51:54.907255] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:51:55.021366] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.138590] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:55.262878] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.379899] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.501600] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.501778] [INFO ] [CONFIGURE ] AS: Baseline score (no features): 30.00%
[2025-10-13T22:51:55.501831] [INFO ] [CONFIGURE ] AS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:51:55.501866] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:51:55.627936] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.751785] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:55.880132] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:56.006032] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:51:56.141103] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:51:56.264398] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:56.383542] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:56.516235] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:51:56.650814] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:56.775555] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:56.775834] [INFO ] [CONFIGURE ] AS: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T22:51:56.775889] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2379 tests
[2025-10-13T22:51:56.775925] [INFO ] [CONFIGURE ] AS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:51:56.775957] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:51:56.933281] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:57.090748] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:57.229382] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:57.368542] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:51:57.506204] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:51:57.643006] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:57.778723] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:57.914007] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:51:58.050137] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:58.187317] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:58.187521] [INFO ] [CONFIGURE ] AS: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T22:51:58.187594] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2378 tests
[2025-10-13T22:51:58.187700] [INFO ] [CONFIGURE ] AS: Testing feature 3/29: add_daily_returns
[2025-10-13T22:51:58.187753] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:51:58.334038] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:58.475874] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:51:58.617548] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:51:58.762050] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:51:58.914452] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:51:59.062494] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:51:59.207463] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:51:59.350299] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:51:59.496639] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:51:59.644000] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:51:59.644133] [INFO ] [CONFIGURE ] AS: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T22:51:59.644178] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2377 tests
[2025-10-13T22:51:59.644212] [INFO ] [CONFIGURE ] AS: Testing feature 4/29: add_ema
[2025-10-13T22:51:59.644244] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T22:51:59.801051] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:51:59.974548] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:00.129381] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:00.282446] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:00.441347] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:00.608778] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:00.771478] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:00.935557] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:01.107785] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:01.281776] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:01.282013] [INFO ] [CONFIGURE ] AS: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:52:01.282066] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2376 tests
[2025-10-13T22:52:01.282105] [INFO ] [CONFIGURE ] AS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:52:01.282139] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:52:01.466579] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:01.636756] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:01.810905] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:02.004571] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:02.182018] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:52:02.351540] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:02.522410] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:02.689616] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:02.862383] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:03.033382] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:03.033521] [INFO ] [CONFIGURE ] AS: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T22:52:03.033565] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2375 tests
[2025-10-13T22:52:03.033599] [INFO ] [CONFIGURE ] AS: Testing feature 6/29: add_failed_moves
[2025-10-13T22:52:03.033630] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-13T22:52:03.213244] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:03.353914] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:03.499501] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:03.644634] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:03.790335] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:03.935888] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:04.089783] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:04.241681] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:04.394613] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:04.562898] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:04.563126] [INFO ] [CONFIGURE ] AS: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:52:04.563174] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2374 tests
[2025-10-13T22:52:04.563215] [INFO ] [CONFIGURE ] AS: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:52:04.563251] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T22:52:04.718069] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:04.867740] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:05.016994] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:05.169661] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:05.328215] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:05.482288] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:05.634420] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:05.790503] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:05.947122] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:52:06.116291] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:06.116510] [INFO ] [CONFIGURE ] AS: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T22:52:06.116559] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2373 tests
[2025-10-13T22:52:06.116597] [INFO ] [CONFIGURE ] AS: Testing feature 8/29: add_macd
[2025-10-13T22:52:06.116632] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T22:52:06.312740] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:06.511306] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:06.719475] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:06.918357] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:07.120054] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:07.308992] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:07.504789] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:07.693342] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:07.877316] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:52:08.065343] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:08.065614] [INFO ] [CONFIGURE ] AS: DISCARDED add_macd (score: 50.00%)
[2025-10-13T22:52:08.065708] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2372 tests
[2025-10-13T22:52:08.065757] [INFO ] [CONFIGURE ] AS: Testing feature 9/29: add_mfi
[2025-10-13T22:52:08.065793] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-13T22:52:08.237069] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:08.400771] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:08.569754] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:08.732563] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:08.898718] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:09.081522] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:09.247671] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:09.414660] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:09.584235] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:09.751496] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:09.751864] [INFO ] [CONFIGURE ] AS: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T22:52:09.751932] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2371 tests
[2025-10-13T22:52:09.751973] [INFO ] [CONFIGURE ] AS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:52:09.752007] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:52:09.926292] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:10.102614] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:10.278300] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:10.455769] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:10.631292] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:10.805436] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:10.978379] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:11.155478] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:11.428252] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:11.597984] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:11.598237] [INFO ] [CONFIGURE ] AS: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:52:11.598305] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2370 tests
[2025-10-13T22:52:11.598346] [INFO ] [CONFIGURE ] AS: Testing feature 11/29: add_obv_daily
[2025-10-13T22:52:11.598379] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-13T22:52:11.762677] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:11.941745] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:12.124320] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:12.301742] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:12.478436] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:12.653980] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:12.821691] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:12.998073] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:13.169429] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:13.343592] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:13.343860] [INFO ] [CONFIGURE ] AS: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T22:52:13.343945] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2369 tests
[2025-10-13T22:52:13.344008] [INFO ] [CONFIGURE ] AS: Testing feature 12/29: add_obv_interval
[2025-10-13T22:52:13.344047] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:52:13.506474] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:13.674594] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:13.838258] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:14.004459] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:14.168593] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:14.337397] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:14.504049] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:14.667597] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:14.829786] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:14.995780] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:14.996018] [INFO ] [CONFIGURE ] AS: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:52:14.996077] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2368 tests
[2025-10-13T22:52:14.996118] [INFO ] [CONFIGURE ] AS: Testing feature 13/29: add_opening_strength
[2025-10-13T22:52:14.996154] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:52:15.172362] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:15.341844] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:15.505735] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:15.671143] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:15.841421] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:16.008988] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:16.180527] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:16.351449] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:16.536508] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:16.715795] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:16.716042] [INFO ] [CONFIGURE ] AS: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T22:52:16.716090] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2367 tests
[2025-10-13T22:52:16.716126] [INFO ] [CONFIGURE ] AS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:52:16.716160] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-13T22:52:16.887302] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:17.063016] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:17.286436] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:17.493301] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:17.663326] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:17.842284] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:18.027348] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:18.206024] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:18.396015] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:18.591480] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:18.591939] [INFO ] [CONFIGURE ] AS: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:52:18.592017] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.5s/test | Remaining: 2366 tests
[2025-10-13T22:52:18.592064] [INFO ] [CONFIGURE ] AS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:52:18.592100] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-13T22:52:18.753377] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:18.924911] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:19.081263] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:19.239415] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:19.379003] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:19.519356] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:19.677369] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:19.818809] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:19.960026] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:20.100778] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:20.100956] [INFO ] [CONFIGURE ] AS: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T22:52:20.101098] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2365 tests
[2025-10-13T22:52:20.101153] [INFO ] [CONFIGURE ] AS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:52:20.101188] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-13T22:52:20.245237] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:20.386718] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:20.532005] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:20.678626] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:20.828050] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:20.973013] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:21.154849] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:21.311371] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:21.465544] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:21.622267] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:21.622415] [INFO ] [CONFIGURE ] AS: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:52:21.622460] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2364 tests
[2025-10-13T22:52:21.622494] [INFO ] [CONFIGURE ] AS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:52:21.622526] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-13T22:52:21.772500] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:21.926264] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:22.073752] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:22.222664] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:22.372536] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:22.524306] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:22.680188] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:22.837340] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:23.005389] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:23.169444] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:23.169666] [INFO ] [CONFIGURE ] AS: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T22:52:23.169729] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2363 tests
[2025-10-13T22:52:23.169768] [INFO ] [CONFIGURE ] AS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:52:23.169800] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-13T22:52:23.311467] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:23.453450] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:23.601255] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:23.747393] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:23.909858] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:24.085471] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:24.253287] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:24.394635] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:24.539888] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:24.684429] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:24.684711] [INFO ] [CONFIGURE ] AS: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T22:52:24.684771] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2362 tests
[2025-10-13T22:52:24.684808] [INFO ] [CONFIGURE ] AS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:52:24.684840] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-13T22:52:24.821860] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:24.961942] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:25.099718] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:25.256866] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:25.414498] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:25.577929] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:25.736883] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:25.898370] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:26.062837] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:26.226288] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:26.226512] [INFO ] [CONFIGURE ] AS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:52:26.226562] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2361 tests
[2025-10-13T22:52:26.226601] [INFO ] [CONFIGURE ] AS: Testing feature 20/29: add_price_rejection
[2025-10-13T22:52:26.226636] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-13T22:52:26.398915] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:26.579838] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:26.756222] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:26.934549] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:27.123079] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:27.312811] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:27.486516] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:27.681535] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:27.857530] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:28.040014] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:28.040238] [INFO ] [CONFIGURE ] AS: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T22:52:28.040287] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2360 tests
[2025-10-13T22:52:28.040328] [INFO ] [CONFIGURE ] AS: Testing feature 21/29: add_range_position
[2025-10-13T22:52:28.040437] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-13T22:52:28.230411] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:28.409425] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:28.589666] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:28.779860] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:28.959175] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:29.141054] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:29.322194] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:29.499741] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:29.678220] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:29.859791] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:29.860014] [INFO ] [CONFIGURE ] AS: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T22:52:29.860066] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2359 tests
[2025-10-13T22:52:29.860103] [INFO ] [CONFIGURE ] AS: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:52:29.860138] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-13T22:52:30.060912] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:30.254107] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:30.447510] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:30.639510] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:30.834292] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:31.040490] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:31.244746] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:31.435235] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:31.620869] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:31.799806] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:31.800020] [INFO ] [CONFIGURE ] AS: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T22:52:31.800068] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2358 tests
[2025-10-13T22:52:31.800103] [INFO ] [CONFIGURE ] AS: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:52:31.800136] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-13T22:52:31.949207] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:32.102820] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:32.253928] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:32.405577] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:32.559353] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:32.721804] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:32.876330] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:33.029949] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:33.185945] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:33.348869] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:33.349112] [INFO ] [CONFIGURE ] AS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T22:52:33.349168] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2357 tests
[2025-10-13T22:52:33.349209] [INFO ] [CONFIGURE ] AS: Testing feature 24/29: add_rsi
[2025-10-13T22:52:33.349243] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-13T22:52:33.517086] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:33.681878] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:33.848235] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:34.016749] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:34.185310] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:34.354000] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:34.519951] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:34.687511] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:34.861482] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:35.032023] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:35.032199] [INFO ] [CONFIGURE ] AS: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T22:52:35.032244] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2356 tests
[2025-10-13T22:52:35.032280] [INFO ] [CONFIGURE ] AS: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:52:35.032314] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-13T22:52:35.174677] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:35.316122] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:35.461009] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:35.614357] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:35.762561] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:35.916630] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:36.081292] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:36.245984] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:36.450162] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:36.615578] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:36.615826] [INFO ] [CONFIGURE ] AS: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:52:36.615883] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2355 tests
[2025-10-13T22:52:36.615923] [INFO ] [CONFIGURE ] AS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:52:36.615958] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-13T22:52:36.774221] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:36.932703] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:37.106382] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:37.268279] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:37.432224] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:37.604158] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:37.770244] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:37.944218] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:38.119625] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:38.288548] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:38.288826] [INFO ] [CONFIGURE ] AS: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T22:52:38.289003] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2354 tests
[2025-10-13T22:52:38.289074] [INFO ] [CONFIGURE ] AS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:52:38.289155] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-13T22:52:38.462016] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:38.642913] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:38.817403] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:38.996752] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:39.179186] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:39.367837] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:39.545406] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:39.728047] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:39.910996] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:40.094623] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:40.094968] [INFO ] [CONFIGURE ] AS: KEPT add_volume_price_divergence (score: 80.00%)
[2025-10-13T22:52:40.095042] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2353 tests
[2025-10-13T22:52:40.095094] [INFO ] [CONFIGURE ] AS: Testing feature 28/29: add_volume_profile
[2025-10-13T22:52:40.095155] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence', 'add_volume_profile']
[2025-10-13T22:52:40.285626] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:40.478769] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:52:40.671977] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:40.866605] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:52:41.060843] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:52:41.268536] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:41.472382] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:41.691801] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:41.884932] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:42.081743] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:42.081988] [INFO ] [CONFIGURE ] AS: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T22:52:42.082037] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.5s/test | Remaining: 2352 tests
[2025-10-13T22:52:42.082078] [INFO ] [CONFIGURE ] AS: Testing feature 29/29: add_vwap
[2025-10-13T22:52:42.082112] [INFO ] [CONFIGURE ] AS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence', 'add_vwap']
[2025-10-13T22:52:42.283285] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:42.507398] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:52:42.696847] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:42.888871] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:52:43.078499] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:52:43.273763] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:43.469206] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:43.666356] [DEBUG] [FORECASTER] AS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:43.861169] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:44.057285] [DEBUG] [FORECASTER] AS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:44.057578] [INFO ] [CONFIGURE ] AS: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T22:52:44.057713] [INFO ] [CONFIGURE ] JOB ETA: 59.1m | Avg: 1.5s/test | Remaining: 2351 tests
[2025-10-13T22:52:44.057807] [INFO ] [CONFIGURE ] AS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:52:44.057865] [INFO ] [CONFIGURE ] AS: Best accuracy: 80.00%
[2025-10-13T22:52:44.057902] [INFO ] [CONFIGURE ] AS: Best feature set (3 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-13T22:52:44.057935] [INFO ] [CONFIGURE ] AS: Improvement over baseline: 50.00%
[2025-10-13T22:52:44.057963] [INFO ] [CONFIGURE ] AS: Total time: 48.6 seconds
[2025-10-13T22:52:44.057991] [INFO ] [CONFIGURE ] AS: Average time per feature: 1.7 seconds
[2025-10-13T22:52:44.058019] [INFO ] [CONFIGURE ] AS: Average speed: 0.60 features/sec
[2025-10-13T22:52:44.059088] [INFO ] [LOCAL     ] Saved configuration for AS: 3 features, 80.00% accuracy -> ./output/feature-sets/AS.json
[2025-10-13T22:52:44.059145] [INFO ] [CONFIGURE ] AS: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-13T22:52:44.059207] [INFO ] [sig       ] [10/91] Successfully configured AS | 0.02 sym/s | Total: 7.4m | ETA: 1.0h
[2025-10-13T22:52:44.059265] [INFO ] [sig       ] [11/91] Configuring AVY...
[2025-10-13T22:52:44.059299] [INFO ] [CONFIGURE ] AVY: Configurate test run.
[2025-10-13T22:52:44.059360] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVY' from 'https://tdm.silogroup.org/data/derivative_storage/AVY.csv'.
[2025-10-13T22:52:44.077204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVY'.
[2025-10-13T22:52:44.077780] [INFO ] [CONFIGURE ] AVY: Testing with 29 available features
[2025-10-13T22:52:44.077844] [INFO ] [CONFIGURE ] AVY: Establishing baseline with no features...
[2025-10-13T22:52:44.200108] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:44.321616] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:44.445220] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:44.561415] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:44.672256] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:44.779639] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:44.900026] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:45.014313] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:45.127897] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:45.242333] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:45.242519] [INFO ] [CONFIGURE ] AVY: Baseline score (no features): 50.00%
[2025-10-13T22:52:45.242566] [INFO ] [CONFIGURE ] AVY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:52:45.242602] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:52:45.368498] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:45.527893] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:45.656765] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:45.783209] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:45.902932] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:46.028565] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:46.151683] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:46.281308] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:46.403869] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:46.530570] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:46.530831] [INFO ] [CONFIGURE ] AVY: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T22:52:46.530885] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2350 tests
[2025-10-13T22:52:46.530921] [INFO ] [CONFIGURE ] AVY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:52:46.530953] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:52:46.659932] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:46.789026] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:46.921570] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:47.048094] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:52:47.175578] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:47.302695] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:47.431910] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:47.568899] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:47.711422] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:47.842844] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:47.843032] [INFO ] [CONFIGURE ] AVY: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:52:47.843076] [INFO ] [CONFIGURE ] JOB ETA: 59.0m | Avg: 1.5s/test | Remaining: 2349 tests
[2025-10-13T22:52:47.843110] [INFO ] [CONFIGURE ] AVY: Testing feature 3/29: add_daily_returns
[2025-10-13T22:52:47.843140] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_daily_returns']
[2025-10-13T22:52:47.955811] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:48.072344] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:48.183465] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:48.301472] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:48.413742] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:48.558240] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:48.673147] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:48.785992] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:48.900499] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:49.017780] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:49.017947] [INFO ] [CONFIGURE ] AVY: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T22:52:49.018009] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.5s/test | Remaining: 2348 tests
[2025-10-13T22:52:49.018068] [INFO ] [CONFIGURE ] AVY: Testing feature 4/29: add_ema
[2025-10-13T22:52:49.018102] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_ema']
[2025-10-13T22:52:49.140860] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:49.264327] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:49.392241] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:49.533914] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:49.702189] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:49.883299] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:50.063607] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:50.220032] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:50.386752] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:52:50.546275] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:50.546660] [INFO ] [CONFIGURE ] AVY: DISCARDED add_ema (score: 20.00%)
[2025-10-13T22:52:50.546730] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.5s/test | Remaining: 2347 tests
[2025-10-13T22:52:50.546770] [INFO ] [CONFIGURE ] AVY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:52:50.546805] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:52:50.700488] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:50.845274] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:50.985098] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:51.125736] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:51.267196] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:51.409136] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:51.600860] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:51.756504] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:51.912440] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:52.063118] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:52.063388] [INFO ] [CONFIGURE ] AVY: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T22:52:52.063441] [INFO ] [CONFIGURE ] JOB ETA: 58.9m | Avg: 1.5s/test | Remaining: 2346 tests
[2025-10-13T22:52:52.063478] [INFO ] [CONFIGURE ] AVY: Testing feature 6/29: add_failed_moves
[2025-10-13T22:52:52.063509] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_failed_moves']
[2025-10-13T22:52:52.188095] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:52.312790] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:52.437293] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:52.570824] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:52.697214] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:52.828516] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:53.031809] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:53.161149] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:53.295927] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:53.430071] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:53.430299] [INFO ] [CONFIGURE ] AVY: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T22:52:53.430357] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.5s/test | Remaining: 2345 tests
[2025-10-13T22:52:53.430401] [INFO ] [CONFIGURE ] AVY: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:52:53.430435] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_lag_shelf']
[2025-10-13T22:52:53.564722] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:53.686578] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:53.809760] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:53.926383] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:54.046178] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:54.162765] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:54.280061] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:54.410781] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:54.534551] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:54.662991] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:54.663204] [INFO ] [CONFIGURE ] AVY: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T22:52:54.663257] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.5s/test | Remaining: 2344 tests
[2025-10-13T22:52:54.663294] [INFO ] [CONFIGURE ] AVY: Testing feature 8/29: add_macd
[2025-10-13T22:52:54.663327] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:52:54.822000] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:54.984011] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:55.135856] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:55.286977] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:55.442874] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:55.597833] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:55.750086] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:52:55.930340] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:56.094507] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:56.262991] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:52:56.263224] [INFO ] [CONFIGURE ] AVY: DISCARDED add_macd (score: 30.00%)
[2025-10-13T22:52:56.263274] [INFO ] [CONFIGURE ] JOB ETA: 58.8m | Avg: 1.5s/test | Remaining: 2343 tests
[2025-10-13T22:52:56.263311] [INFO ] [CONFIGURE ] AVY: Testing feature 9/29: add_mfi
[2025-10-13T22:52:56.263346] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_mfi']
[2025-10-13T22:52:56.398423] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:52:56.535458] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:56.670832] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:56.803244] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:56.936944] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:57.069107] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:52:57.200799] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:57.341669] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:52:57.477875] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:57.640187] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:57.640423] [INFO ] [CONFIGURE ] AVY: DISCARDED add_mfi (score: 20.00%)
[2025-10-13T22:52:57.640471] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.5s/test | Remaining: 2342 tests
[2025-10-13T22:52:57.640507] [INFO ] [CONFIGURE ] AVY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:52:57.640540] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:52:57.785328] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:57.933449] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:52:58.079403] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:52:58.224962] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:58.372445] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:58.519594] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:52:58.671562] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:52:58.824290] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:52:58.979389] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:52:59.130998] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:52:59.131214] [INFO ] [CONFIGURE ] AVY: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-13T22:52:59.131266] [INFO ] [CONFIGURE ] JOB ETA: 58.7m | Avg: 1.5s/test | Remaining: 2341 tests
[2025-10-13T22:52:59.131306] [INFO ] [CONFIGURE ] AVY: Testing feature 11/29: add_obv_daily
[2025-10-13T22:52:59.131370] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_obv_daily']
[2025-10-13T22:52:59.255806] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:52:59.386105] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:52:59.520825] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:52:59.655378] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:52:59.784682] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:52:59.914510] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:00.045276] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:00.195407] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:53:00.327462] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:00.455624] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:00.455850] [INFO ] [CONFIGURE ] AVY: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:53:00.455898] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.5s/test | Remaining: 2340 tests
[2025-10-13T22:53:00.455933] [INFO ] [CONFIGURE ] AVY: Testing feature 12/29: add_obv_interval
[2025-10-13T22:53:00.455963] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_obv_interval']
[2025-10-13T22:53:00.575373] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:00.719155] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:00.843827] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:00.967960] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:01.102513] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:01.226249] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:01.354802] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:01.488313] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:01.624227] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:01.754393] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:01.754617] [INFO ] [CONFIGURE ] AVY: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T22:53:01.754703] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.5s/test | Remaining: 2339 tests
[2025-10-13T22:53:01.754763] [INFO ] [CONFIGURE ] AVY: Testing feature 13/29: add_opening_strength
[2025-10-13T22:53:01.754799] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T22:53:01.890487] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:02.026355] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:02.163770] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:02.317256] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:02.455135] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:02.597243] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:02.734052] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:02.872133] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:03.013332] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:03.164588] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:03.164886] [INFO ] [CONFIGURE ] AVY: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T22:53:03.164940] [INFO ] [CONFIGURE ] JOB ETA: 58.6m | Avg: 1.5s/test | Remaining: 2338 tests
[2025-10-13T22:53:03.164978] [INFO ] [CONFIGURE ] AVY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:53:03.165011] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T22:53:03.305370] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:03.443134] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:03.579151] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:03.753064] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:03.899713] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:04.036493] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:04.179093] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:04.319698] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:04.464359] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:04.612302] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:04.612529] [INFO ] [CONFIGURE ] AVY: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:53:04.612580] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.5s/test | Remaining: 2337 tests
[2025-10-13T22:53:04.612685] [INFO ] [CONFIGURE ] AVY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:53:04.612739] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T22:53:04.744992] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:04.874932] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:05.003761] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:05.127199] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:05.248228] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:05.371125] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:05.496020] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:05.626553] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:53:05.760963] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:05.893304] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:05.893544] [INFO ] [CONFIGURE ] AVY: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-13T22:53:05.893592] [INFO ] [CONFIGURE ] JOB ETA: 58.5m | Avg: 1.5s/test | Remaining: 2336 tests
[2025-10-13T22:53:05.893628] [INFO ] [CONFIGURE ] AVY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:53:05.893697] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T22:53:06.027250] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:06.161080] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:06.295631] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:06.423097] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:06.549073] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:06.672268] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:06.805274] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:06.945091] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:07.081426] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:07.273573] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:07.273975] [INFO ] [CONFIGURE ] AVY: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T22:53:07.274038] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.5s/test | Remaining: 2335 tests
[2025-10-13T22:53:07.274077] [INFO ] [CONFIGURE ] AVY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:53:07.274110] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_return_2d']
[2025-10-13T22:53:07.404966] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:07.540979] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:07.681125] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:07.817305] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:07.949188] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:08.090290] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:08.235438] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:08.381612] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:08.556961] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:08.704888] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:08.705156] [INFO ] [CONFIGURE ] AVY: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T22:53:08.705211] [INFO ] [CONFIGURE ] JOB ETA: 58.4m | Avg: 1.5s/test | Remaining: 2334 tests
[2025-10-13T22:53:08.705254] [INFO ] [CONFIGURE ] AVY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:53:08.705291] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T22:53:08.833403] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:08.958064] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:09.081592] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:09.209757] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:09.336411] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:09.467161] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:09.592498] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:09.720872] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:09.851993] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:09.977405] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:09.977681] [INFO ] [CONFIGURE ] AVY: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T22:53:09.977809] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2333 tests
[2025-10-13T22:53:09.977865] [INFO ] [CONFIGURE ] AVY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:53:09.977900] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T22:53:10.099207] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:10.222123] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:10.350182] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:10.476632] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:10.610675] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:10.742262] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:10.868484] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:11.003307] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:11.141886] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:11.271773] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:11.271972] [INFO ] [CONFIGURE ] AVY: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-13T22:53:11.272018] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2332 tests
[2025-10-13T22:53:11.272055] [INFO ] [CONFIGURE ] AVY: Testing feature 20/29: add_price_rejection
[2025-10-13T22:53:11.272087] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection']
[2025-10-13T22:53:11.399511] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:11.530301] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:11.660443] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:53:11.798618] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:11.958786] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:12.089363] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:12.219544] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:53:12.355424] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:12.499274] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:12.636702] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:12.636942] [INFO ] [CONFIGURE ] AVY: KEPT add_price_rejection (score: 60.00%)
[2025-10-13T22:53:12.636992] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2331 tests
[2025-10-13T22:53:12.637032] [INFO ] [CONFIGURE ] AVY: Testing feature 21/29: add_range_position
[2025-10-13T22:53:12.637094] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position']
[2025-10-13T22:53:12.819492] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:12.977989] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:13.145088] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:13.321366] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:13.469801] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:13.620835] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:13.769906] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:13.917772] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:14.066231] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:14.215005] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:14.215236] [INFO ] [CONFIGURE ] AVY: KEPT add_range_position (score: 70.00%)
[2025-10-13T22:53:14.215285] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2330 tests
[2025-10-13T22:53:14.215319] [INFO ] [CONFIGURE ] AVY: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:53:14.215351] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_realized_volatility']
[2025-10-13T22:53:14.400129] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:14.580525] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:14.774993] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:14.959213] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:15.148331] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:53:15.345104] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:15.534568] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:15.733881] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:15.927490] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:16.122243] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:53:16.122476] [INFO ] [CONFIGURE ] AVY: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T22:53:16.122540] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2329 tests
[2025-10-13T22:53:16.122579] [INFO ] [CONFIGURE ] AVY: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:53:16.122612] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_recent_range_context']
[2025-10-13T22:53:16.278808] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:16.434739] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:16.592635] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:16.754596] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:16.932401] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:17.104307] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:17.276111] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:17.445822] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:17.625934] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:17.804034] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:17.804261] [INFO ] [CONFIGURE ] AVY: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T22:53:17.804309] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2328 tests
[2025-10-13T22:53:17.804348] [INFO ] [CONFIGURE ] AVY: Testing feature 24/29: add_rsi
[2025-10-13T22:53:17.804382] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_ema', 'add_rsi']
[2025-10-13T22:53:17.990270] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:18.171703] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:18.357514] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:18.549260] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:18.735715] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:18.932531] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:19.121133] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:19.316606] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:19.510200] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:19.719300] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:19.719567] [INFO ] [CONFIGURE ] AVY: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:53:19.719633] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2327 tests
[2025-10-13T22:53:19.719712] [INFO ] [CONFIGURE ] AVY: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:53:19.719758] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_tick_distribution']
[2025-10-13T22:53:19.885834] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:20.061206] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:20.223738] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:53:20.385049] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:20.556880] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:20.727982] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:20.898965] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:21.064452] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:21.240738] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:21.414269] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:21.414476] [INFO ] [CONFIGURE ] AVY: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:53:21.414551] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2326 tests
[2025-10-13T22:53:21.414613] [INFO ] [CONFIGURE ] AVY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:53:21.414679] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_volume_momentum_confirmation']
[2025-10-13T22:53:21.582437] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:21.751006] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:21.942234] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:53:22.106611] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:22.272366] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:22.435390] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:22.604214] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:22.770510] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:22.954980] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:23.142056] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:23.142325] [INFO ] [CONFIGURE ] AVY: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T22:53:23.142383] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2325 tests
[2025-10-13T22:53:23.142427] [INFO ] [CONFIGURE ] AVY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:53:23.142496] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_volume_price_divergence']
[2025-10-13T22:53:23.313033] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:23.486404] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:23.682859] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:23.873560] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:24.068590] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:24.256880] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:24.447070] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:24.642899] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:24.827136] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:25.025995] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:25.026245] [INFO ] [CONFIGURE ] AVY: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T22:53:25.026295] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2324 tests
[2025-10-13T22:53:25.026333] [INFO ] [CONFIGURE ] AVY: Testing feature 28/29: add_volume_profile
[2025-10-13T22:53:25.026367] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_volume_profile']
[2025-10-13T22:53:25.193143] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:25.362911] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:25.534398] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:25.704814] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:25.875367] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:26.044306] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:53:26.213209] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:26.380609] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:26.549444] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:26.718440] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:26.718712] [INFO ] [CONFIGURE ] AVY: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T22:53:26.718780] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2323 tests
[2025-10-13T22:53:26.718822] [INFO ] [CONFIGURE ] AVY: Testing feature 29/29: add_vwap
[2025-10-13T22:53:26.718855] [INFO ] [CONFIGURE ] AVY: Testing with features: ['add_price_rejection', 'add_range_position', 'add_vwap']
[2025-10-13T22:53:26.899507] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:27.070959] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:27.245548] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:53:27.420392] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:27.602918] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:53:27.777227] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:53:28.010751] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:53:28.190989] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:53:28.365166] [DEBUG] [FORECASTER] AVY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:53:28.544168] [DEBUG] [FORECASTER] AVY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:53:28.544516] [INFO ] [CONFIGURE ] AVY: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T22:53:28.544595] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2322 tests
[2025-10-13T22:53:28.544691] [INFO ] [CONFIGURE ] AVY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:53:28.544834] [INFO ] [CONFIGURE ] AVY: Best accuracy: 70.00%
[2025-10-13T22:53:28.544878] [INFO ] [CONFIGURE ] AVY: Best feature set (2 features): ['add_price_rejection', 'add_range_position']
[2025-10-13T22:53:28.544908] [INFO ] [CONFIGURE ] AVY: Improvement over baseline: 20.00%
[2025-10-13T22:53:28.544965] [INFO ] [CONFIGURE ] AVY: Total time: 43.3 seconds
[2025-10-13T22:53:28.545034] [INFO ] [CONFIGURE ] AVY: Average time per feature: 1.5 seconds
[2025-10-13T22:53:28.545114] [INFO ] [CONFIGURE ] AVY: Average speed: 0.67 features/sec
[2025-10-13T22:53:28.546160] [INFO ] [LOCAL     ] Saved configuration for AVY: 2 features, 70.00% accuracy -> ./output/feature-sets/AVY.json
[2025-10-13T22:53:28.546215] [INFO ] [CONFIGURE ] AVY: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T22:53:28.546337] [INFO ] [sig       ] [11/91] Successfully configured AVY | 0.02 sym/s | Total: 8.2m | ETA: 59.5m
[2025-10-13T22:53:28.546449] [INFO ] [sig       ] [12/91] Configuring BAK...
[2025-10-13T22:53:28.546508] [INFO ] [CONFIGURE ] BAK: Configurate test run.
[2025-10-13T22:53:28.546625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAK' from 'https://tdm.silogroup.org/data/derivative_storage/BAK.csv'.
[2025-10-13T22:53:28.566725] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAK'.
[2025-10-13T22:53:28.567145] [INFO ] [CONFIGURE ] BAK: Testing with 29 available features
[2025-10-13T22:53:28.567210] [INFO ] [CONFIGURE ] BAK: Establishing baseline with no features...
[2025-10-13T22:53:28.688452] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:28.801330] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:28.913300] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:29.028535] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:29.144257] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:29.263505] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:29.377715] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:29.497416] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:29.618836] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:29.742517] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:29.742787] [INFO ] [CONFIGURE ] BAK: Baseline score (no features): 50.00%
[2025-10-13T22:53:29.742848] [INFO ] [CONFIGURE ] BAK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:53:29.742885] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:53:29.875425] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:30.001327] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:30.142499] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:30.283101] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:30.421612] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:53:30.561017] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:30.699499] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:30.833601] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:30.996287] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:31.137317] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:31.137744] [INFO ] [CONFIGURE ] BAK: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T22:53:31.137807] [INFO ] [CONFIGURE ] JOB ETA: 58.3m | Avg: 1.5s/test | Remaining: 2321 tests
[2025-10-13T22:53:31.137847] [INFO ] [CONFIGURE ] BAK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:53:31.137881] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:53:31.277951] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:31.419810] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:31.556894] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:31.696334] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:31.840160] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:31.975154] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:32.108617] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:32.244518] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:32.378215] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:32.525900] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:32.526127] [INFO ] [CONFIGURE ] BAK: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T22:53:32.526175] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2320 tests
[2025-10-13T22:53:32.526214] [INFO ] [CONFIGURE ] BAK: Testing feature 3/29: add_daily_returns
[2025-10-13T22:53:32.526247] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:53:32.663946] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:32.811446] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:32.958967] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:33.122222] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:33.276728] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:33.426137] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:33.580365] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:33.725668] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:33.864215] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:34.030882] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:34.031064] [INFO ] [CONFIGURE ] BAK: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T22:53:34.031110] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2319 tests
[2025-10-13T22:53:34.031148] [INFO ] [CONFIGURE ] BAK: Testing feature 4/29: add_ema
[2025-10-13T22:53:34.031239] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T22:53:34.177809] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:34.347838] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:34.493763] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:34.641095] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:34.788851] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:34.940099] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:35.092814] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:35.235104] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:35.381903] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:35.532330] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:35.532557] [INFO ] [CONFIGURE ] BAK: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:53:35.532607] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2318 tests
[2025-10-13T22:53:35.532666] [INFO ] [CONFIGURE ] BAK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:53:35.532727] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:53:35.686320] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:35.839761] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:35.995551] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:36.150602] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:36.308179] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:36.486869] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:36.657225] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:36.828837] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:37.006984] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:37.179396] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:37.179671] [INFO ] [CONFIGURE ] BAK: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T22:53:37.179738] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2317 tests
[2025-10-13T22:53:37.179778] [INFO ] [CONFIGURE ] BAK: Testing feature 6/29: add_failed_moves
[2025-10-13T22:53:37.179812] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T22:53:37.326482] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:37.474333] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:37.620612] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:37.768013] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:37.920108] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:38.069931] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:38.217311] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:38.367510] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:38.523293] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:38.678009] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:38.678235] [INFO ] [CONFIGURE ] BAK: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T22:53:38.678289] [INFO ] [CONFIGURE ] JOB ETA: 58.2m | Avg: 1.5s/test | Remaining: 2316 tests
[2025-10-13T22:53:38.678325] [INFO ] [CONFIGURE ] BAK: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:53:38.678358] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T22:53:38.811833] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:38.948205] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:39.089868] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:39.226741] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:39.365246] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:39.502267] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:39.639143] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:39.770076] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:39.904149] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:40.030776] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:40.030943] [INFO ] [CONFIGURE ] BAK: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T22:53:40.030989] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2315 tests
[2025-10-13T22:53:40.031025] [INFO ] [CONFIGURE ] BAK: Testing feature 8/29: add_macd
[2025-10-13T22:53:40.031059] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T22:53:40.197084] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:40.363369] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:40.536804] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:40.714481] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:40.883411] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:41.052574] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:41.219160] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:41.396227] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:41.577182] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:41.751337] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:41.751551] [INFO ] [CONFIGURE ] BAK: DISCARDED add_macd (score: 60.00%)
[2025-10-13T22:53:41.751732] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2314 tests
[2025-10-13T22:53:41.751775] [INFO ] [CONFIGURE ] BAK: Testing feature 9/29: add_mfi
[2025-10-13T22:53:41.751808] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T22:53:41.902669] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:42.059713] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:42.226897] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:42.447811] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:42.646959] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:42.820123] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:42.986712] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:43.157544] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:53:43.320306] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:43.484047] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:43.484267] [INFO ] [CONFIGURE ] BAK: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T22:53:43.484315] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2313 tests
[2025-10-13T22:53:43.484354] [INFO ] [CONFIGURE ] BAK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:53:43.484389] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:53:43.641142] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:43.799634] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:43.959402] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:44.123397] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:44.290743] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:44.458978] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:44.624417] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:44.789726] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:44.955507] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:45.122162] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:53:45.122364] [INFO ] [CONFIGURE ] BAK: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T22:53:45.122411] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2312 tests
[2025-10-13T22:53:45.122448] [INFO ] [CONFIGURE ] BAK: Testing feature 11/29: add_obv_daily
[2025-10-13T22:53:45.122486] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T22:53:45.267505] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:45.413735] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:45.555988] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:45.698251] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:45.840107] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:46.001504] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:46.183763] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:46.338243] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:46.490822] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:46.646029] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:46.646290] [INFO ] [CONFIGURE ] BAK: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:53:46.646340] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2311 tests
[2025-10-13T22:53:46.646377] [INFO ] [CONFIGURE ] BAK: Testing feature 12/29: add_obv_interval
[2025-10-13T22:53:46.646411] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:53:46.792788] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:46.949073] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:47.100451] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:47.295440] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:47.446117] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:47.614111] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:47.768271] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:47.919977] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:48.069320] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:48.220438] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:48.220681] [INFO ] [CONFIGURE ] BAK: KEPT add_obv_interval (score: 70.00%)
[2025-10-13T22:53:48.220745] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2310 tests
[2025-10-13T22:53:48.220783] [INFO ] [CONFIGURE ] BAK: Testing feature 13/29: add_opening_strength
[2025-10-13T22:53:48.220815] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:53:48.384720] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:48.557316] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:48.729435] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:48.894153] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:49.062685] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:49.234877] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:49.405047] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:49.574683] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:49.741390] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:49.911676] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:49.911964] [INFO ] [CONFIGURE ] BAK: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T22:53:49.912031] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2309 tests
[2025-10-13T22:53:49.912112] [INFO ] [CONFIGURE ] BAK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:53:49.912158] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T22:53:50.085565] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:50.244599] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:53:50.409620] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:50.575079] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:50.739980] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:50.913247] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:51.084612] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:51.246696] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:51.412284] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:51.576982] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:51.577204] [INFO ] [CONFIGURE ] BAK: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:53:51.577252] [INFO ] [CONFIGURE ] JOB ETA: 58.1m | Avg: 1.5s/test | Remaining: 2308 tests
[2025-10-13T22:53:51.577291] [INFO ] [CONFIGURE ] BAK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:53:51.577326] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T22:53:51.729574] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:51.873175] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:52.021201] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:52.170146] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:52.320760] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:52.484776] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:52.640746] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:52.788190] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:52.934340] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:53.085848] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:53.086136] [INFO ] [CONFIGURE ] BAK: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T22:53:53.086204] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2307 tests
[2025-10-13T22:53:53.086246] [INFO ] [CONFIGURE ] BAK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:53:53.086280] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T22:53:53.243338] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:53.406891] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:53.597980] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:53.766075] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:53.928422] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:54.093936] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:54.251478] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:54.410483] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:54.568680] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:54.731600] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:54.731828] [INFO ] [CONFIGURE ] BAK: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:53:54.731881] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2306 tests
[2025-10-13T22:53:54.731920] [INFO ] [CONFIGURE ] BAK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:53:54.731953] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T22:53:54.898096] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:55.059598] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:55.234041] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:53:55.398962] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:53:55.572017] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:55.745544] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:55.919804] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:53:56.100540] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:56.269880] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:56.446626] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:56.446942] [INFO ] [CONFIGURE ] BAK: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-13T22:53:56.447017] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2305 tests
[2025-10-13T22:53:56.447079] [INFO ] [CONFIGURE ] BAK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:53:56.447126] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T22:53:56.602806] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:56.756362] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:56.908149] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:57.066269] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:57.227544] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:57.385441] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:57.541803] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:57.700878] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:57.859179] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:58.021388] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:58.021633] [INFO ] [CONFIGURE ] BAK: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T22:53:58.021751] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2304 tests
[2025-10-13T22:53:58.021860] [INFO ] [CONFIGURE ] BAK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:53:58.021948] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T22:53:58.169818] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:53:58.316088] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:53:58.496954] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:53:58.643678] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:53:58.797500] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:53:58.953450] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:53:59.112596] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:53:59.259587] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:53:59.405008] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:53:59.558575] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:53:59.558840] [INFO ] [CONFIGURE ] BAK: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:53:59.558902] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2303 tests
[2025-10-13T22:53:59.558940] [INFO ] [CONFIGURE ] BAK: Testing feature 20/29: add_price_rejection
[2025-10-13T22:53:59.558973] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T22:53:59.723395] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:53:59.884069] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:00.045627] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:00.210813] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:54:00.379781] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:00.550364] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:00.712778] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:00.870046] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:54:01.034478] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:01.205531] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:01.205881] [INFO ] [CONFIGURE ] BAK: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T22:54:01.205946] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2302 tests
[2025-10-13T22:54:01.205985] [INFO ] [CONFIGURE ] BAK: Testing feature 21/29: add_range_position
[2025-10-13T22:54:01.206017] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_range_position']
[2025-10-13T22:54:01.392603] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:01.593073] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:01.778434] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:01.960380] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:54:02.143951] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:54:02.298212] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:02.492068] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:54:02.665532] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:54:02.835451] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:03.006089] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:03.006315] [INFO ] [CONFIGURE ] BAK: DISCARDED add_range_position (score: 30.00%)
[2025-10-13T22:54:03.006363] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2301 tests
[2025-10-13T22:54:03.006398] [INFO ] [CONFIGURE ] BAK: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:54:03.006430] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T22:54:03.192303] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:54:03.386899] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:03.572676] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:54:03.770569] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:03.961168] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:04.150858] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:04.338921] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:04.530956] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:54:04.737638] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:04.942736] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:04.943083] [INFO ] [CONFIGURE ] BAK: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T22:54:04.943142] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2300 tests
[2025-10-13T22:54:04.943181] [INFO ] [CONFIGURE ] BAK: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:54:04.943217] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T22:54:05.101196] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:05.261521] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:05.421809] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:54:05.586916] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:54:05.760229] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:05.929008] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:06.093079] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:06.259450] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:54:06.431769] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:06.599583] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:06.599818] [INFO ] [CONFIGURE ] BAK: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T22:54:06.599876] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2299 tests
[2025-10-13T22:54:06.599916] [INFO ] [CONFIGURE ] BAK: Testing feature 24/29: add_rsi
[2025-10-13T22:54:06.599951] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T22:54:06.780512] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:06.974220] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:07.177868] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:07.362498] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:07.542685] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:07.765198] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:07.944453] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:08.128468] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:54:08.309271] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:08.493686] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:08.493908] [INFO ] [CONFIGURE ] BAK: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:54:08.493972] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2298 tests
[2025-10-13T22:54:08.494029] [INFO ] [CONFIGURE ] BAK: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:54:08.494064] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T22:54:08.662723] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:08.852130] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:09.014371] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:54:09.173733] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:09.331605] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:09.480772] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:09.638598] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:09.798014] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:54:09.957181] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:10.125083] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:10.125322] [INFO ] [CONFIGURE ] BAK: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:54:10.125380] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2297 tests
[2025-10-13T22:54:10.125419] [INFO ] [CONFIGURE ] BAK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:54:10.125510] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T22:54:10.293371] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:54:10.444130] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:10.612628] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:10.802616] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:10.967845] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:11.120762] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:54:11.277121] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:11.439610] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:54:11.602485] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:11.757606] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:11.757827] [INFO ] [CONFIGURE ] BAK: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T22:54:11.757878] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2296 tests
[2025-10-13T22:54:11.757914] [INFO ] [CONFIGURE ] BAK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:54:11.757946] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T22:54:11.914893] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:54:12.070703] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:12.225227] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:12.389535] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:12.560587] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:12.734133] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:12.895949] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:13.059633] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:54:13.221283] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:13.382610] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:13.382866] [INFO ] [CONFIGURE ] BAK: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T22:54:13.382919] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2295 tests
[2025-10-13T22:54:13.382954] [INFO ] [CONFIGURE ] BAK: Testing feature 28/29: add_volume_profile
[2025-10-13T22:54:13.383066] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_profile']
[2025-10-13T22:54:13.529500] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:13.675395] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:54:13.834242] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:13.984003] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:14.141265] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:14.291568] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:14.463858] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:14.650281] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:54:14.825606] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:14.981047] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:14.981236] [INFO ] [CONFIGURE ] BAK: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T22:54:14.981282] [INFO ] [CONFIGURE ] JOB ETA: 58.0m | Avg: 1.5s/test | Remaining: 2294 tests
[2025-10-13T22:54:14.981317] [INFO ] [CONFIGURE ] BAK: Testing feature 29/29: add_vwap
[2025-10-13T22:54:14.981350] [INFO ] [CONFIGURE ] BAK: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_vwap']
[2025-10-13T22:54:15.136356] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:54:15.288743] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:54:15.445727] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:54:15.598852] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:54:15.755302] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:15.915324] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:54:16.070336] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:16.223975] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:54:16.375109] [DEBUG] [FORECASTER] BAK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:16.535383] [DEBUG] [FORECASTER] BAK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:16.535553] [INFO ] [CONFIGURE ] BAK: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T22:54:16.535597] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.5s/test | Remaining: 2293 tests
[2025-10-13T22:54:16.535663] [INFO ] [CONFIGURE ] BAK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:54:16.535718] [INFO ] [CONFIGURE ] BAK: Best accuracy: 70.00%
[2025-10-13T22:54:16.535752] [INFO ] [CONFIGURE ] BAK: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T22:54:16.535781] [INFO ] [CONFIGURE ] BAK: Improvement over baseline: 20.00%
[2025-10-13T22:54:16.535807] [INFO ] [CONFIGURE ] BAK: Total time: 46.8 seconds
[2025-10-13T22:54:16.535834] [INFO ] [CONFIGURE ] BAK: Average time per feature: 1.6 seconds
[2025-10-13T22:54:16.535861] [INFO ] [CONFIGURE ] BAK: Average speed: 0.62 features/sec
[2025-10-13T22:54:16.536843] [INFO ] [LOCAL     ] Saved configuration for BAK: 2 features, 70.00% accuracy -> ./output/feature-sets/BAK.json
[2025-10-13T22:54:16.536899] [INFO ] [CONFIGURE ] BAK: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T22:54:16.536949] [INFO ] [sig       ] [12/91] Successfully configured BAK | 0.02 sym/s | Total: 9.0m | ETA: 59.1m
[2025-10-13T22:54:16.537016] [INFO ] [sig       ] [13/91] Configuring BCAT...
[2025-10-13T22:54:16.537070] [INFO ] [CONFIGURE ] BCAT: Configurate test run.
[2025-10-13T22:54:16.537131] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCAT' from 'https://tdm.silogroup.org/data/derivative_storage/BCAT.csv'.
[2025-10-13T22:54:16.552897] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCAT'.
[2025-10-13T22:54:16.553347] [INFO ] [CONFIGURE ] BCAT: Testing with 29 available features
[2025-10-13T22:54:16.553404] [INFO ] [CONFIGURE ] BCAT: Establishing baseline with no features...
[2025-10-13T22:54:16.663921] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:54:16.773749] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:16.881799] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:16.991771] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:17.102185] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:17.210804] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:17.324378] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:17.433492] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:17.545345] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:17.666512] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:54:17.666721] [INFO ] [CONFIGURE ] BCAT: Baseline score (no features): 40.00%
[2025-10-13T22:54:17.666783] [INFO ] [CONFIGURE ] BCAT: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:54:17.666867] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:54:17.792068] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:17.915794] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:18.045272] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:18.175572] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:54:18.307041] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:18.430106] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:18.551837] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:54:18.675264] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:18.798587] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:18.928200] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:54:18.928366] [INFO ] [CONFIGURE ] BCAT: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T22:54:18.928409] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.5s/test | Remaining: 2292 tests
[2025-10-13T22:54:18.928444] [INFO ] [CONFIGURE ] BCAT: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:54:18.928704] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:54:19.067832] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:19.207067] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:19.346431] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:19.484015] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:19.624832] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:19.765925] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:19.911280] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:20.074221] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:20.232661] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:20.386102] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:20.386325] [INFO ] [CONFIGURE ] BCAT: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T22:54:20.386374] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2291 tests
[2025-10-13T22:54:20.386412] [INFO ] [CONFIGURE ] BCAT: Testing feature 3/29: add_daily_returns
[2025-10-13T22:54:20.386447] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:54:20.564933] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:20.746215] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:20.916167] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:21.061613] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:21.207661] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:21.354902] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:21.520226] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:21.669051] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:21.827943] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:21.990946] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:21.991280] [INFO ] [CONFIGURE ] BCAT: KEPT add_daily_returns (score: 70.00%)
[2025-10-13T22:54:21.991348] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2290 tests
[2025-10-13T22:54:21.991389] [INFO ] [CONFIGURE ] BCAT: Testing feature 4/29: add_ema
[2025-10-13T22:54:21.991423] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-13T22:54:22.188891] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:22.362138] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:22.523969] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:22.685180] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:22.849998] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:23.025614] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:23.211857] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:23.396979] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:23.580019] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:23.762631] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:23.762933] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:54:23.763002] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2289 tests
[2025-10-13T22:54:23.763044] [INFO ] [CONFIGURE ] BCAT: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:54:23.763078] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:54:23.948816] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:24.126249] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:54:24.304001] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:54:24.483719] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:54:24.668933] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:24.844733] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:25.019126] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:25.198907] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:25.375733] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:25.558823] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:54:25.559050] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T22:54:25.559116] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2288 tests
[2025-10-13T22:54:25.559156] [INFO ] [CONFIGURE ] BCAT: Testing feature 6/29: add_failed_moves
[2025-10-13T22:54:25.559188] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T22:54:25.717411] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:25.881578] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:26.050998] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:26.204092] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:26.360622] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:26.516141] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:26.682786] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:26.849955] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:27.016338] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:27.183330] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:27.183515] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T22:54:27.183586] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2287 tests
[2025-10-13T22:54:27.183669] [INFO ] [CONFIGURE ] BCAT: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:54:27.183732] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T22:54:27.326915] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:27.477118] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:27.617240] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:27.763492] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:27.913980] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:28.073107] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:28.241162] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:28.402220] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:28.561384] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:28.719624] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:28.719864] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T22:54:28.719942] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2286 tests
[2025-10-13T22:54:28.720002] [INFO ] [CONFIGURE ] BCAT: Testing feature 8/29: add_macd
[2025-10-13T22:54:28.720037] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T22:54:28.906666] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:29.099121] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:29.285819] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:29.480911] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:29.690162] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:29.884951] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:30.072204] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:30.277298] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:30.482352] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:30.684213] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:30.684458] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_macd (score: 60.00%)
[2025-10-13T22:54:30.684507] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2285 tests
[2025-10-13T22:54:30.684544] [INFO ] [CONFIGURE ] BCAT: Testing feature 9/29: add_mfi
[2025-10-13T22:54:30.684579] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_mfi']
[2025-10-13T22:54:30.859767] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:31.043919] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:31.220854] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:31.398044] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:31.574399] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:31.767064] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:31.958419] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:32.150319] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:32.331865] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:32.512255] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:32.512547] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T22:54:32.512615] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2284 tests
[2025-10-13T22:54:32.512739] [INFO ] [CONFIGURE ] BCAT: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:54:32.512793] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:54:32.702151] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:32.884712] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:33.075051] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:33.257025] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:33.444496] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:33.628839] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:33.824018] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:34.009610] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:34.196447] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:34.426300] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:34.426744] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:54:34.426832] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.5s/test | Remaining: 2283 tests
[2025-10-13T22:54:34.426898] [INFO ] [CONFIGURE ] BCAT: Testing feature 11/29: add_obv_daily
[2025-10-13T22:54:34.426956] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_obv_daily']
[2025-10-13T22:54:34.652043] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:34.840368] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:35.079256] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:54:35.271056] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:35.466481] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:35.656271] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:35.833346] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:36.009516] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:36.186364] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:36.363764] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:36.363954] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:54:36.364040] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.5s/test | Remaining: 2282 tests
[2025-10-13T22:54:36.364122] [INFO ] [CONFIGURE ] BCAT: Testing feature 12/29: add_obv_interval
[2025-10-13T22:54:36.364182] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_obv_interval']
[2025-10-13T22:54:36.541973] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:36.716183] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:36.885479] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:37.055025] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:37.229123] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:37.390816] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:37.543935] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:37.697952] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:37.850018] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:38.008928] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:38.009087] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:54:38.009133] [INFO ] [CONFIGURE ] JOB ETA: 57.9m | Avg: 1.5s/test | Remaining: 2281 tests
[2025-10-13T22:54:38.009173] [INFO ] [CONFIGURE ] BCAT: Testing feature 13/29: add_opening_strength
[2025-10-13T22:54:38.009206] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:54:38.166464] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:38.324504] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:38.478797] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:38.640272] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:38.813734] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:38.981840] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:39.148215] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:39.308313] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:39.474131] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:39.646184] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:39.646391] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T22:54:39.646438] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2280 tests
[2025-10-13T22:54:39.646510] [INFO ] [CONFIGURE ] BCAT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:54:39.646565] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T22:54:39.823941] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:40.001709] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:40.175869] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:40.343758] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:40.515717] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:40.697548] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:40.875977] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:41.055518] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:41.222365] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:41.386387] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:41.386568] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:54:41.386612] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2279 tests
[2025-10-13T22:54:41.386671] [INFO ] [CONFIGURE ] BCAT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:54:41.386729] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T22:54:41.531955] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:41.680344] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:41.840525] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:41.991017] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:42.145506] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:42.290524] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:42.437906] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:42.584343] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:42.740139] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:42.884883] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:42.885084] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T22:54:42.885130] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2278 tests
[2025-10-13T22:54:42.885169] [INFO ] [CONFIGURE ] BCAT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:54:42.885206] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T22:54:43.043284] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:43.196788] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:43.348933] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:43.497930] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:43.646975] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:43.807151] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:43.984070] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:44.155506] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:44.322691] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:44.482679] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:44.482897] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T22:54:44.482946] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2277 tests
[2025-10-13T22:54:44.482987] [INFO ] [CONFIGURE ] BCAT: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:54:44.483022] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T22:54:44.643737] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:44.798558] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:44.957513] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:45.110821] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:45.267919] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:45.422844] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:45.577141] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:45.734545] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:45.895659] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:46.056551] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:46.056791] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T22:54:46.056846] [INFO ] [CONFIGURE ] JOB ETA: 57.8m | Avg: 1.5s/test | Remaining: 2276 tests
[2025-10-13T22:54:46.056885] [INFO ] [CONFIGURE ] BCAT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:54:46.056919] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T22:54:46.204314] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:46.346575] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:46.494115] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:46.636894] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:46.778913] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:46.928820] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:47.076100] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:47.233286] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:47.384602] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:47.536289] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:47.536482] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T22:54:47.536533] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2275 tests
[2025-10-13T22:54:47.536603] [INFO ] [CONFIGURE ] BCAT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:54:47.536674] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T22:54:47.684043] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:47.827519] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:47.980559] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:48.122559] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:48.263519] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:48.406587] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:48.554186] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:48.701111] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:48.846110] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:48.991059] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:48.991233] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:54:48.991280] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2274 tests
[2025-10-13T22:54:48.991317] [INFO ] [CONFIGURE ] BCAT: Testing feature 20/29: add_price_rejection
[2025-10-13T22:54:48.991350] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_price_rejection']
[2025-10-13T22:54:49.145515] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:49.306445] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:49.474528] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:49.638579] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:49.797333] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:49.953480] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:50.111625] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:50.279888] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:50.453248] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:50.611061] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:50.611355] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T22:54:50.611408] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2273 tests
[2025-10-13T22:54:50.611446] [INFO ] [CONFIGURE ] BCAT: Testing feature 21/29: add_range_position
[2025-10-13T22:54:50.611480] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_range_position']
[2025-10-13T22:54:50.771320] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:50.943332] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:51.100176] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:54:51.290074] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:51.475877] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:51.669960] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:51.839730] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:52.008341] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:52.181108] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:52.350017] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:52.350236] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T22:54:52.350302] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2272 tests
[2025-10-13T22:54:52.350341] [INFO ] [CONFIGURE ] BCAT: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:54:52.350374] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_realized_volatility']
[2025-10-13T22:54:52.537660] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:52.720164] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:52.909243] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:53.100803] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:53.285269] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:53.473161] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:53.659146] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:53.848714] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:54.060624] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:54.284096] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:54.284378] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T22:54:54.284455] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2271 tests
[2025-10-13T22:54:54.284503] [INFO ] [CONFIGURE ] BCAT: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:54:54.284538] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_recent_range_context']
[2025-10-13T22:54:54.468292] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:54.652498] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:54.835472] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:55.005988] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:55.171189] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:55.341187] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:55.504676] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:55.674726] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:55.840308] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:56.009436] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:56.009697] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T22:54:56.009803] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2270 tests
[2025-10-13T22:54:56.009865] [INFO ] [CONFIGURE ] BCAT: Testing feature 24/29: add_rsi
[2025-10-13T22:54:56.009911] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T22:54:56.183111] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:56.357731] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:56.539853] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:56.724947] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:56.900953] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:57.081991] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:57.264325] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:57.445999] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:54:57.630040] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:54:57.814060] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:57.814303] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T22:54:57.814375] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2269 tests
[2025-10-13T22:54:57.814436] [INFO ] [CONFIGURE ] BCAT: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:54:57.814472] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_tick_distribution']
[2025-10-13T22:54:57.965173] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:58.119983] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:58.272081] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:54:58.434929] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:54:58.621912] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:54:58.783190] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:54:58.945408] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:54:59.107849] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:54:59.311596] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:54:59.469071] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:54:59.469285] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:54:59.469331] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2268 tests
[2025-10-13T22:54:59.469368] [INFO ] [CONFIGURE ] BCAT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:54:59.469401] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T22:54:59.626869] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:54:59.781972] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:54:59.934807] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:55:00.088041] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:55:00.254228] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:00.419057] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:00.577430] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:55:00.738839] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:00.895958] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:55:01.058669] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:55:01.058889] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T22:55:01.058953] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2267 tests
[2025-10-13T22:55:01.058991] [INFO ] [CONFIGURE ] BCAT: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:55:01.059021] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T22:55:01.259032] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:01.433171] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:55:01.611488] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:55:01.783594] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:55:01.958615] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:02.129329] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:02.333779] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:55:02.496492] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:02.659981] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:55:02.823665] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:55:02.823855] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T22:55:02.823902] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2266 tests
[2025-10-13T22:55:02.823936] [INFO ] [CONFIGURE ] BCAT: Testing feature 28/29: add_volume_profile
[2025-10-13T22:55:02.823967] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_volume_profile']
[2025-10-13T22:55:02.979477] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:03.135485] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:55:03.294477] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:55:03.463823] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:55:03.632614] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:03.787424] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:03.944034] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:55:04.095800] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:04.251558] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:55:04.411137] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:55:04.411295] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T22:55:04.411339] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2265 tests
[2025-10-13T22:55:04.411373] [INFO ] [CONFIGURE ] BCAT: Testing feature 29/29: add_vwap
[2025-10-13T22:55:04.411404] [INFO ] [CONFIGURE ] BCAT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap']
[2025-10-13T22:55:04.567271] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:04.761687] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:55:04.952873] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:55:05.119262] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:55:05.299239] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:05.466757] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:05.647060] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:55:05.824890] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:05.993619] [DEBUG] [FORECASTER] BCAT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:55:06.170128] [DEBUG] [FORECASTER] BCAT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:55:06.170364] [INFO ] [CONFIGURE ] BCAT: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T22:55:06.170411] [INFO ] [CONFIGURE ] JOB ETA: 57.7m | Avg: 1.5s/test | Remaining: 2264 tests
[2025-10-13T22:55:06.170449] [INFO ] [CONFIGURE ] BCAT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:55:06.170483] [INFO ] [CONFIGURE ] BCAT: Best accuracy: 70.00%
[2025-10-13T22:55:06.170518] [INFO ] [CONFIGURE ] BCAT: Best feature set (3 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:55:06.170634] [INFO ] [CONFIGURE ] BCAT: Improvement over baseline: 30.00%
[2025-10-13T22:55:06.170714] [INFO ] [CONFIGURE ] BCAT: Total time: 48.5 seconds
[2025-10-13T22:55:06.170751] [INFO ] [CONFIGURE ] BCAT: Average time per feature: 1.7 seconds
[2025-10-13T22:55:06.170783] [INFO ] [CONFIGURE ] BCAT: Average speed: 0.60 features/sec
[2025-10-13T22:55:06.171490] [INFO ] [LOCAL     ] Saved configuration for BCAT: 3 features, 70.00% accuracy -> ./output/feature-sets/BCAT.json
[2025-10-13T22:55:06.171548] [INFO ] [CONFIGURE ] BCAT: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T22:55:06.171670] [INFO ] [sig       ] [13/91] Successfully configured BCAT | 0.02 sym/s | Total: 9.8m | ETA: 58.8m
[2025-10-13T22:55:06.171733] [INFO ] [sig       ] [14/91] Configuring BHK...
[2025-10-13T22:55:06.171769] [INFO ] [CONFIGURE ] BHK: Configurate test run.
[2025-10-13T22:55:06.171831] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHK' from 'https://tdm.silogroup.org/data/derivative_storage/BHK.csv'.
[2025-10-13T22:55:06.187738] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHK'.
[2025-10-13T22:55:06.188516] [INFO ] [CONFIGURE ] BHK: Testing with 29 available features
[2025-10-13T22:55:06.188574] [INFO ] [CONFIGURE ] BHK: Establishing baseline with no features...
[2025-10-13T22:55:06.306379] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:06.419048] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:06.536288] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:06.660292] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:55:06.780711] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:06.903667] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:07.025064] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:07.167773] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:07.289425] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:07.414409] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:07.414632] [INFO ] [CONFIGURE ] BHK: Baseline score (no features): 40.00%
[2025-10-13T22:55:07.414722] [INFO ] [CONFIGURE ] BHK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:55:07.414765] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:55:07.550400] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:07.685795] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:07.819383] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:07.957930] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:08.095556] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:08.238302] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:08.395817] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:08.543423] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:08.683322] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:08.823628] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:08.823883] [INFO ] [CONFIGURE ] BHK: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T22:55:08.823951] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.5s/test | Remaining: 2263 tests
[2025-10-13T22:55:08.824006] [INFO ] [CONFIGURE ] BHK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:55:08.824044] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:55:08.989263] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:09.161814] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:09.318002] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:09.460843] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:09.607737] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:09.748807] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:09.891125] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:10.032380] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:10.178873] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:10.326066] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:10.326234] [INFO ] [CONFIGURE ] BHK: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:55:10.326279] [INFO ] [CONFIGURE ] JOB ETA: 57.6m | Avg: 1.5s/test | Remaining: 2262 tests
[2025-10-13T22:55:10.326388] [INFO ] [CONFIGURE ] BHK: Testing feature 3/29: add_daily_returns
[2025-10-13T22:55:10.326446] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T22:55:10.455345] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:10.582047] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:10.707012] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:10.840751] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:10.976524] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:11.113529] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:11.249873] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:11.422091] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:11.551473] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:11.675562] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:11.675753] [INFO ] [CONFIGURE ] BHK: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T22:55:11.675806] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2261 tests
[2025-10-13T22:55:11.675843] [INFO ] [CONFIGURE ] BHK: Testing feature 4/29: add_ema
[2025-10-13T22:55:11.675875] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T22:55:11.813273] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:11.951538] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:12.095413] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:12.244006] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:12.393874] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:12.547132] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:12.697824] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:12.865072] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:13.030811] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:13.184320] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:13.184510] [INFO ] [CONFIGURE ] BHK: DISCARDED add_ema (score: 50.00%)
[2025-10-13T22:55:13.184556] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2260 tests
[2025-10-13T22:55:13.184593] [INFO ] [CONFIGURE ] BHK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:55:13.184626] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:55:13.345591] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:13.501806] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:13.656492] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:13.809775] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:13.971958] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:14.140832] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:14.295684] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:14.481878] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:14.638969] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:14.793308] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:14.793503] [INFO ] [CONFIGURE ] BHK: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-13T22:55:14.793550] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2259 tests
[2025-10-13T22:55:14.793586] [INFO ] [CONFIGURE ] BHK: Testing feature 6/29: add_failed_moves
[2025-10-13T22:55:14.793618] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T22:55:14.955818] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:15.115279] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:15.268981] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:15.424842] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:15.577570] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:15.748544] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:15.909218] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:16.072541] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:16.237531] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:16.397159] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:16.397345] [INFO ] [CONFIGURE ] BHK: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T22:55:16.397391] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2258 tests
[2025-10-13T22:55:16.397426] [INFO ] [CONFIGURE ] BHK: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:55:16.397458] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T22:55:16.550172] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:16.699249] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:16.849410] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:16.999990] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:17.152668] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:17.300853] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:17.489531] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:17.645123] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:17.800097] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:17.964946] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:17.965160] [INFO ] [CONFIGURE ] BHK: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T22:55:17.965225] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2257 tests
[2025-10-13T22:55:17.965266] [INFO ] [CONFIGURE ] BHK: Testing feature 8/29: add_macd
[2025-10-13T22:55:17.965304] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T22:55:18.151893] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:18.340034] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:18.522811] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:18.699351] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:18.882268] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:19.067912] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:19.259503] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:19.440199] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:19.629009] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:19.815261] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:19.815467] [INFO ] [CONFIGURE ] BHK: DISCARDED add_macd (score: 40.00%)
[2025-10-13T22:55:19.815514] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2256 tests
[2025-10-13T22:55:19.815706] [INFO ] [CONFIGURE ] BHK: Testing feature 9/29: add_mfi
[2025-10-13T22:55:19.815766] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T22:55:20.002617] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:20.172576] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:20.340722] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:20.543170] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:20.710974] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:20.874923] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:21.038330] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:21.202441] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:21.370627] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:21.536854] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:21.537052] [INFO ] [CONFIGURE ] BHK: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T22:55:21.537114] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2255 tests
[2025-10-13T22:55:21.537153] [INFO ] [CONFIGURE ] BHK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:55:21.537185] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:55:21.717685] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:21.898872] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:22.076180] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:22.269738] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:22.452984] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:22.634949] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:22.810800] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:22.986399] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:23.169871] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:23.358391] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:23.358578] [INFO ] [CONFIGURE ] BHK: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T22:55:23.358672] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2254 tests
[2025-10-13T22:55:23.358733] [INFO ] [CONFIGURE ] BHK: Testing feature 11/29: add_obv_daily
[2025-10-13T22:55:23.358769] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T22:55:23.522018] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:23.689568] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:23.851572] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:24.028156] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:24.195717] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:24.362356] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:55:24.549500] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:24.714015] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:24.888629] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:55:25.065811] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:25.065997] [INFO ] [CONFIGURE ] BHK: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:55:25.066042] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2253 tests
[2025-10-13T22:55:25.066077] [INFO ] [CONFIGURE ] BHK: Testing feature 12/29: add_obv_interval
[2025-10-13T22:55:25.066109] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T22:55:25.231222] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:25.404747] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:25.564874] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:25.730741] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:25.892807] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:26.056174] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:26.227306] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:26.404919] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:26.626488] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:26.838821] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:26.839397] [INFO ] [CONFIGURE ] BHK: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T22:55:26.839479] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2252 tests
[2025-10-13T22:55:26.839548] [INFO ] [CONFIGURE ] BHK: Testing feature 13/29: add_opening_strength
[2025-10-13T22:55:26.839587] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:55:27.034720] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:27.280533] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:27.484333] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:27.687283] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:27.885283] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:28.062277] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:28.233882] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:28.402437] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:28.570820] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:55:28.742268] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:28.742458] [INFO ] [CONFIGURE ] BHK: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T22:55:28.742503] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2251 tests
[2025-10-13T22:55:28.742540] [INFO ] [CONFIGURE ] BHK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:55:28.742573] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T22:55:28.912387] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:29.077187] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:29.261285] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:29.430523] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:29.591621] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:29.752334] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:29.911996] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:30.073913] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:30.235992] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:30.402096] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:30.402264] [INFO ] [CONFIGURE ] BHK: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:55:30.402309] [INFO ] [CONFIGURE ] JOB ETA: 57.5m | Avg: 1.5s/test | Remaining: 2250 tests
[2025-10-13T22:55:30.402346] [INFO ] [CONFIGURE ] BHK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:55:30.402377] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T22:55:30.545140] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:30.685210] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:30.825349] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:30.966696] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:31.108441] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:31.253308] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:31.396107] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:31.543820] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:31.687250] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:31.835307] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:31.835473] [INFO ] [CONFIGURE ] BHK: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T22:55:31.835519] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.5s/test | Remaining: 2249 tests
[2025-10-13T22:55:31.835555] [INFO ] [CONFIGURE ] BHK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:55:31.835587] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T22:55:31.984037] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:32.131213] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:32.279743] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:32.429667] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:32.579806] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:55:32.741869] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:32.901817] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:33.062112] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:33.223872] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:33.387819] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:33.388006] [INFO ] [CONFIGURE ] BHK: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:55:33.388050] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.5s/test | Remaining: 2248 tests
[2025-10-13T22:55:33.388088] [INFO ] [CONFIGURE ] BHK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:55:33.388121] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T22:55:33.554662] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:33.722882] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:33.887961] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:34.056119] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:34.245485] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:34.424629] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:34.598948] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:34.778555] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:34.960104] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:35.138722] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:35.138947] [INFO ] [CONFIGURE ] BHK: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T22:55:35.138995] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.5s/test | Remaining: 2247 tests
[2025-10-13T22:55:35.139035] [INFO ] [CONFIGURE ] BHK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:55:35.139074] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T22:55:35.287903] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:35.430967] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:35.584436] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:35.746333] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:35.918566] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:36.091572] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:36.267353] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:36.415016] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:36.567503] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:36.717288] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:36.717465] [INFO ] [CONFIGURE ] BHK: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T22:55:36.717510] [INFO ] [CONFIGURE ] JOB ETA: 57.4m | Avg: 1.5s/test | Remaining: 2246 tests
[2025-10-13T22:55:36.717546] [INFO ] [CONFIGURE ] BHK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:55:36.717635] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T22:55:36.867665] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:37.015524] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:37.161290] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:37.308099] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:37.457633] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:37.606617] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:37.755613] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:37.903565] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:55:38.052358] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:38.200267] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:38.200431] [INFO ] [CONFIGURE ] BHK: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T22:55:38.200475] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2245 tests
[2025-10-13T22:55:38.200512] [INFO ] [CONFIGURE ] BHK: Testing feature 20/29: add_price_rejection
[2025-10-13T22:55:38.200544] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T22:55:38.351383] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:38.505858] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:38.657637] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:38.811893] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:38.969965] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:39.123852] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:39.278567] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:39.431606] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:39.584244] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:39.742565] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:39.742772] [INFO ] [CONFIGURE ] BHK: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T22:55:39.742824] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2244 tests
[2025-10-13T22:55:39.742860] [INFO ] [CONFIGURE ] BHK: Testing feature 21/29: add_range_position
[2025-10-13T22:55:39.742892] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T22:55:39.902552] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:40.061837] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:55:40.225461] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:40.407577] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:40.587457] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:40.775033] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:40.944350] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:41.123488] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:41.300860] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:41.472205] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:41.472411] [INFO ] [CONFIGURE ] BHK: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:55:41.472458] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2243 tests
[2025-10-13T22:55:41.472494] [INFO ] [CONFIGURE ] BHK: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:55:41.472525] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T22:55:41.653028] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:41.833902] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:42.013390] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:42.196511] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:42.381377] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:42.563558] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:42.747883] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:42.935429] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:43.122178] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:43.307165] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:43.307324] [INFO ] [CONFIGURE ] BHK: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T22:55:43.307369] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2242 tests
[2025-10-13T22:55:43.307406] [INFO ] [CONFIGURE ] BHK: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:55:43.307438] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T22:55:43.468514] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:43.625250] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:43.785465] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:43.956730] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:44.121307] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:44.279966] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:44.439589] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:44.599343] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:44.792528] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:44.954887] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:44.955051] [INFO ] [CONFIGURE ] BHK: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T22:55:44.955094] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2241 tests
[2025-10-13T22:55:44.955130] [INFO ] [CONFIGURE ] BHK: Testing feature 24/29: add_rsi
[2025-10-13T22:55:44.955164] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-13T22:55:45.130541] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:45.307696] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:45.482782] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:45.666036] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:45.841137] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:46.015473] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:46.192199] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:46.361899] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:46.536094] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:46.715766] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:46.715950] [INFO ] [CONFIGURE ] BHK: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T22:55:46.716013] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2240 tests
[2025-10-13T22:55:46.716053] [INFO ] [CONFIGURE ] BHK: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:55:46.716086] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T22:55:46.863459] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:55:47.012273] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:47.162614] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:47.317132] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:47.471766] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:47.624053] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:47.815847] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:47.970111] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:48.125102] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:48.280203] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:48.280444] [INFO ] [CONFIGURE ] BHK: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:55:48.280502] [INFO ] [CONFIGURE ] JOB ETA: 57.3m | Avg: 1.5s/test | Remaining: 2239 tests
[2025-10-13T22:55:48.280539] [INFO ] [CONFIGURE ] BHK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:55:48.280570] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T22:55:48.433108] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:48.587107] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:48.744504] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:48.910661] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:49.064451] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:49.216771] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:49.374391] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:49.536030] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:49.691902] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:55:49.851174] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:49.851453] [INFO ] [CONFIGURE ] BHK: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T22:55:49.852477] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.5s/test | Remaining: 2238 tests
[2025-10-13T22:55:49.852544] [INFO ] [CONFIGURE ] BHK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:55:49.852593] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T22:55:50.017027] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:50.180033] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:50.337815] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:50.498425] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:50.657832] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:50.852104] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:55:51.021690] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:51.186777] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:51.349352] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:55:51.514896] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:51.515125] [INFO ] [CONFIGURE ] BHK: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T22:55:51.515180] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.5s/test | Remaining: 2237 tests
[2025-10-13T22:55:51.515262] [INFO ] [CONFIGURE ] BHK: Testing feature 28/29: add_volume_profile
[2025-10-13T22:55:51.515321] [INFO ] [CONFIGURE ] BHK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T22:55:51.687189] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:55:51.858298] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:52.025929] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:55:52.189978] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:52.367177] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:52.544888] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:55:52.715396] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:52.890547] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:55:53.065480] [DEBUG] [FORECASTER] BHK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:55:53.234222] [DEBUG] [FORECASTER] BHK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:55:53.234478] [INFO ] [CONFIGURE ] BHK: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T22:55:53.234536] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.5s/test | Remaining: 2236 tests
[2025-10-13T22:55:53.234576] [INFO ] [CONFIGURE ] BHK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:55:53.234608] [INFO ] [CONFIGURE ] BHK: Best accuracy: 60.00%
[2025-10-13T22:55:53.234665] [INFO ] [CONFIGURE ] BHK: Best feature set (3 features): ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:55:53.234723] [INFO ] [CONFIGURE ] BHK: Improvement over baseline: 20.00%
[2025-10-13T22:55:53.234756] [INFO ] [CONFIGURE ] BHK: Total time: 45.8 seconds
[2025-10-13T22:55:53.234783] [INFO ] [CONFIGURE ] BHK: Average time per feature: 1.6 seconds
[2025-10-13T22:55:53.234811] [INFO ] [CONFIGURE ] BHK: Average speed: 0.63 features/sec
[2025-10-13T22:55:53.236393] [INFO ] [LOCAL     ] Saved configuration for BHK: 3 features, 60.00% accuracy -> ./output/feature-sets/BHK.json
[2025-10-13T22:55:53.236453] [INFO ] [CONFIGURE ] BHK: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-13T22:55:53.236507] [INFO ] [sig       ] [14/91] Successfully configured BHK | 0.02 sym/s | Total: 10.6m | ETA: 58.2m
[2025-10-13T22:55:53.236576] [INFO ] [sig       ] [15/91] Configuring BHP...
[2025-10-13T22:55:53.236633] [INFO ] [CONFIGURE ] BHP: Configurate test run.
[2025-10-13T22:55:53.236735] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHP' from 'https://tdm.silogroup.org/data/derivative_storage/BHP.csv'.
[2025-10-13T22:55:53.257092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHP'.
[2025-10-13T22:55:53.257912] [INFO ] [CONFIGURE ] BHP: Testing with 29 available features
[2025-10-13T22:55:53.257989] [INFO ] [CONFIGURE ] BHP: Establishing baseline with no features...
[2025-10-13T22:55:53.368626] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:55:53.477900] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:53.593416] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:55:53.711877] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:53.864384] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:53.976686] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:54.093495] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:54.225469] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:55:54.359166] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:55:54.499746] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:55:54.499998] [INFO ] [CONFIGURE ] BHP: Baseline score (no features): 40.00%
[2025-10-13T22:55:54.500078] [INFO ] [CONFIGURE ] BHP: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:55:54.500136] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:55:54.630246] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:55:54.762665] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:54.896049] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:55:55.028398] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:55:55.160324] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:55.317532] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:55:55.456167] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:55.600809] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:55:55.753818] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:55:55.893930] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:55:55.894167] [INFO ] [CONFIGURE ] BHP: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T22:55:55.894238] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.5s/test | Remaining: 2235 tests
[2025-10-13T22:55:55.894303] [INFO ] [CONFIGURE ] BHP: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:55:55.894346] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:55:56.041343] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:55:56.187429] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:56.340673] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:55:56.496507] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:55:56.652817] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:56.811236] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:56.960497] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:57.111460] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:55:57.263561] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:55:57.416552] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:55:57.416868] [INFO ] [CONFIGURE ] BHP: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T22:55:57.416934] [INFO ] [CONFIGURE ] JOB ETA: 57.2m | Avg: 1.5s/test | Remaining: 2234 tests
[2025-10-13T22:55:57.416976] [INFO ] [CONFIGURE ] BHP: Testing feature 3/29: add_daily_returns
[2025-10-13T22:55:57.417011] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T22:55:57.573735] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:55:57.711796] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:57.849573] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:55:57.983886] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:55:58.114601] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:58.246089] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:58.392599] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:55:58.527769] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:55:58.660549] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:55:58.793509] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:55:58.793744] [INFO ] [CONFIGURE ] BHP: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T22:55:58.793803] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.5s/test | Remaining: 2233 tests
[2025-10-13T22:55:58.793842] [INFO ] [CONFIGURE ] BHP: Testing feature 4/29: add_ema
[2025-10-13T22:55:58.793875] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T22:55:58.942625] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:55:59.086450] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:55:59.242324] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:55:59.402333] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:55:59.563800] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:55:59.724468] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:55:59.884143] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:00.039991] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:56:00.197003] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:00.359197] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:00.359438] [INFO ] [CONFIGURE ] BHP: DISCARDED add_ema (score: 30.00%)
[2025-10-13T22:56:00.359507] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.5s/test | Remaining: 2232 tests
[2025-10-13T22:56:00.359548] [INFO ] [CONFIGURE ] BHP: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:56:00.359582] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:56:00.518229] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:00.678524] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:00.836399] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:00.999578] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:01.161306] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:01.325731] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:01.493138] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:01.647430] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:01.793895] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:56:01.937999] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:01.938223] [INFO ] [CONFIGURE ] BHP: DISCARDED add_exhaustion_signals (score: 20.00%)
[2025-10-13T22:56:01.938275] [INFO ] [CONFIGURE ] JOB ETA: 57.1m | Avg: 1.5s/test | Remaining: 2231 tests
[2025-10-13T22:56:01.938310] [INFO ] [CONFIGURE ] BHP: Testing feature 6/29: add_failed_moves
[2025-10-13T22:56:01.938342] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T22:56:02.060508] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:02.204583] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:02.355695] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:02.501543] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:02.646766] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:02.803974] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:56:02.996938] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:03.147505] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:03.286669] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:03.426963] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:03.427249] [INFO ] [CONFIGURE ] BHP: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T22:56:03.427302] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.5s/test | Remaining: 2230 tests
[2025-10-13T22:56:03.427339] [INFO ] [CONFIGURE ] BHP: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:56:03.427370] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T22:56:03.551206] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:03.679698] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:03.811980] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:03.964784] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:04.095803] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:04.222335] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:56:04.354223] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:04.486694] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:04.620982] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:04.753859] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:04.754130] [INFO ] [CONFIGURE ] BHP: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T22:56:04.754183] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.5s/test | Remaining: 2229 tests
[2025-10-13T22:56:04.754220] [INFO ] [CONFIGURE ] BHP: Testing feature 8/29: add_macd
[2025-10-13T22:56:04.754252] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T22:56:04.980125] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:05.146843] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:05.324370] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:05.498375] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:05.669918] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:05.837516] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:06.043587] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:06.211824] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:06.373220] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:56:06.531892] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:06.532067] [INFO ] [CONFIGURE ] BHP: DISCARDED add_macd (score: 20.00%)
[2025-10-13T22:56:06.532137] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.5s/test | Remaining: 2228 tests
[2025-10-13T22:56:06.532174] [INFO ] [CONFIGURE ] BHP: Testing feature 9/29: add_mfi
[2025-10-13T22:56:06.532205] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T22:56:06.661628] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:06.797358] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:06.939391] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:07.081608] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:07.225135] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:07.370547] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:56:07.515582] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:07.655065] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:07.798153] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:07.937928] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:07.938105] [INFO ] [CONFIGURE ] BHP: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T22:56:07.938149] [INFO ] [CONFIGURE ] JOB ETA: 57.0m | Avg: 1.5s/test | Remaining: 2227 tests
[2025-10-13T22:56:07.938185] [INFO ] [CONFIGURE ] BHP: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:56:07.938217] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:56:08.131008] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:08.289397] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:08.452241] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:08.610368] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:08.777037] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:08.933535] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:09.102068] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:09.268416] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:09.453478] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:09.629336] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:09.629523] [INFO ] [CONFIGURE ] BHP: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T22:56:09.629569] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.5s/test | Remaining: 2226 tests
[2025-10-13T22:56:09.629607] [INFO ] [CONFIGURE ] BHP: Testing feature 11/29: add_obv_daily
[2025-10-13T22:56:09.629662] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T22:56:09.762123] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:09.896133] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:10.044595] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:10.193418] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:10.344232] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:10.497081] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:56:10.649292] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:10.793971] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:10.930729] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:11.062665] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:11.062831] [INFO ] [CONFIGURE ] BHP: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T22:56:11.062876] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.5s/test | Remaining: 2225 tests
[2025-10-13T22:56:11.062910] [INFO ] [CONFIGURE ] BHP: Testing feature 12/29: add_obv_interval
[2025-10-13T22:56:11.062941] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T22:56:11.190938] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:11.317215] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:11.443837] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:11.573725] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:11.701990] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:11.833477] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:11.963916] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:12.105255] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:12.231111] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:12.359386] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:12.359590] [INFO ] [CONFIGURE ] BHP: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T22:56:12.359637] [INFO ] [CONFIGURE ] JOB ETA: 56.9m | Avg: 1.5s/test | Remaining: 2224 tests
[2025-10-13T22:56:12.359718] [INFO ] [CONFIGURE ] BHP: Testing feature 13/29: add_opening_strength
[2025-10-13T22:56:12.359754] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:56:12.493533] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:12.624229] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:12.758267] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:12.887407] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:13.032747] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:13.181554] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:13.331930] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:13.494529] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:13.640569] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:13.787529] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:13.787779] [INFO ] [CONFIGURE ] BHP: KEPT add_opening_strength (score: 60.00%)
[2025-10-13T22:56:13.787863] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.5s/test | Remaining: 2223 tests
[2025-10-13T22:56:13.787934] [INFO ] [CONFIGURE ] BHP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:56:13.788005] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T22:56:13.942453] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:14.109104] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:14.271732] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:14.438721] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:14.598447] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:14.757512] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:14.913915] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:15.071395] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:15.234555] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:15.394449] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:15.394628] [INFO ] [CONFIGURE ] BHP: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:56:15.394718] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.5s/test | Remaining: 2222 tests
[2025-10-13T22:56:15.394764] [INFO ] [CONFIGURE ] BHP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:56:15.394797] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T22:56:15.530810] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:15.666163] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:15.805073] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:15.945246] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:16.089234] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:16.236837] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:16.383420] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:16.533511] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:16.675718] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:16.831709] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:16.831958] [INFO ] [CONFIGURE ] BHP: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T22:56:16.832007] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.5s/test | Remaining: 2221 tests
[2025-10-13T22:56:16.832043] [INFO ] [CONFIGURE ] BHP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:56:16.832076] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T22:56:16.988407] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:17.133298] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:17.274371] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:17.415933] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:17.581488] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:17.756389] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:17.921599] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:18.087220] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:18.252025] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:18.425171] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:18.425412] [INFO ] [CONFIGURE ] BHP: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T22:56:18.425466] [INFO ] [CONFIGURE ] JOB ETA: 56.8m | Avg: 1.5s/test | Remaining: 2220 tests
[2025-10-13T22:56:18.425506] [INFO ] [CONFIGURE ] BHP: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:56:18.425541] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T22:56:18.594559] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:18.757407] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:18.918893] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:19.079384] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:19.244170] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:19.400255] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:19.563352] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:19.746961] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:19.912264] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:20.073945] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:20.074220] [INFO ] [CONFIGURE ] BHP: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T22:56:20.074287] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2219 tests
[2025-10-13T22:56:20.074328] [INFO ] [CONFIGURE ] BHP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:56:20.074363] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T22:56:20.223089] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:20.374430] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:20.527315] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:20.677775] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:20.831638] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:20.984748] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:21.170495] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:21.320403] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:21.492454] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:21.660569] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:21.660832] [INFO ] [CONFIGURE ] BHP: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T22:56:21.660917] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2218 tests
[2025-10-13T22:56:21.660979] [INFO ] [CONFIGURE ] BHP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:56:21.661020] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T22:56:21.809729] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:21.959805] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:22.112523] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:22.271391] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:22.430903] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:22.587514] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:22.731121] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:22.966135] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:23.106901] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:23.319063] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:23.319233] [INFO ] [CONFIGURE ] BHP: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T22:56:23.319277] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2217 tests
[2025-10-13T22:56:23.319313] [INFO ] [CONFIGURE ] BHP: Testing feature 20/29: add_price_rejection
[2025-10-13T22:56:23.319345] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T22:56:23.462754] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:23.608732] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:23.806406] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:23.979528] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:24.147687] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:24.293968] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:24.446810] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:24.594312] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:24.741718] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:24.888294] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:24.888493] [INFO ] [CONFIGURE ] BHP: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T22:56:24.888556] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2216 tests
[2025-10-13T22:56:24.888594] [INFO ] [CONFIGURE ] BHP: Testing feature 21/29: add_range_position
[2025-10-13T22:56:24.888625] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-13T22:56:25.051744] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:25.207204] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:25.363868] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:25.516517] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:25.679038] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:25.856303] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:26.030455] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:26.195543] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:26.361672] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:56:26.520909] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:26.521093] [INFO ] [CONFIGURE ] BHP: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T22:56:26.521170] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2215 tests
[2025-10-13T22:56:26.521263] [INFO ] [CONFIGURE ] BHP: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:56:26.521308] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T22:56:26.687973] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:26.859996] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:27.031727] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:27.262969] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:27.438714] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:27.610679] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:27.788176] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:27.958994] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:28.136167] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:28.311233] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:28.311433] [INFO ] [CONFIGURE ] BHP: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T22:56:28.311479] [INFO ] [CONFIGURE ] JOB ETA: 56.7m | Avg: 1.5s/test | Remaining: 2214 tests
[2025-10-13T22:56:28.311515] [INFO ] [CONFIGURE ] BHP: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:56:28.311546] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T22:56:28.461507] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:28.612476] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:28.756110] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:28.898489] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:29.041970] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:29.196233] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:29.346893] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:29.495088] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:29.658257] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:29.821939] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:29.822138] [INFO ] [CONFIGURE ] BHP: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T22:56:29.822201] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.5s/test | Remaining: 2213 tests
[2025-10-13T22:56:29.822238] [INFO ] [CONFIGURE ] BHP: Testing feature 24/29: add_rsi
[2025-10-13T22:56:29.822270] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-13T22:56:29.987668] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:30.158639] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:30.327967] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:30.557821] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:30.725004] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:30.893137] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:31.075873] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:31.260142] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:31.439566] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:56:31.617754] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:31.617991] [INFO ] [CONFIGURE ] BHP: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T22:56:31.618044] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.5s/test | Remaining: 2212 tests
[2025-10-13T22:56:31.618082] [INFO ] [CONFIGURE ] BHP: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:56:31.618115] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T22:56:31.774984] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:31.920779] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:32.063591] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:32.213041] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:32.360851] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:32.525038] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:32.682378] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:32.830359] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:32.977598] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:33.124430] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:33.124630] [INFO ] [CONFIGURE ] BHP: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T22:56:33.124710] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.5s/test | Remaining: 2211 tests
[2025-10-13T22:56:33.124756] [INFO ] [CONFIGURE ] BHP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:56:33.124789] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-13T22:56:33.287285] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:33.434802] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:33.607159] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:33.749278] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:33.892628] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:34.036708] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:34.183131] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:34.334062] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:34.497074] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:34.665667] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:34.665844] [INFO ] [CONFIGURE ] BHP: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T22:56:34.665890] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.5s/test | Remaining: 2210 tests
[2025-10-13T22:56:34.665925] [INFO ] [CONFIGURE ] BHP: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:56:34.665957] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-13T22:56:34.820446] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:34.983694] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:35.134884] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:35.293370] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:35.450728] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:35.605614] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:35.765093] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:35.920173] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:36.076955] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:36.243624] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:36.243849] [INFO ] [CONFIGURE ] BHP: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T22:56:36.243897] [INFO ] [CONFIGURE ] JOB ETA: 56.6m | Avg: 1.5s/test | Remaining: 2209 tests
[2025-10-13T22:56:36.243933] [INFO ] [CONFIGURE ] BHP: Testing feature 28/29: add_volume_profile
[2025-10-13T22:56:36.243966] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-13T22:56:36.395087] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:36.547812] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:36.733908] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:36.928064] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:37.119952] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:37.269461] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:37.428003] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:37.577586] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:56:37.732039] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:56:37.887389] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:37.887589] [INFO ] [CONFIGURE ] BHP: DISCARDED add_volume_profile (score: 20.00%)
[2025-10-13T22:56:37.887676] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.5s/test | Remaining: 2208 tests
[2025-10-13T22:56:37.887733] [INFO ] [CONFIGURE ] BHP: Testing feature 29/29: add_vwap
[2025-10-13T22:56:37.887786] [INFO ] [CONFIGURE ] BHP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength', 'add_vwap']
[2025-10-13T22:56:38.040060] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:56:38.195693] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:38.352321] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:38.502791] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:38.649367] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:38.795081] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:56:38.940919] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:56:39.087892] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:56:39.281029] [DEBUG] [FORECASTER] BHP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:56:39.432797] [DEBUG] [FORECASTER] BHP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:39.432968] [INFO ] [CONFIGURE ] BHP: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T22:56:39.433012] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.5s/test | Remaining: 2207 tests
[2025-10-13T22:56:39.433048] [INFO ] [CONFIGURE ] BHP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:56:39.433078] [INFO ] [CONFIGURE ] BHP: Best accuracy: 60.00%
[2025-10-13T22:56:39.433109] [INFO ] [CONFIGURE ] BHP: Best feature set (3 features): ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:56:39.433137] [INFO ] [CONFIGURE ] BHP: Improvement over baseline: 20.00%
[2025-10-13T22:56:39.433163] [INFO ] [CONFIGURE ] BHP: Total time: 44.9 seconds
[2025-10-13T22:56:39.433190] [INFO ] [CONFIGURE ] BHP: Average time per feature: 1.5 seconds
[2025-10-13T22:56:39.433217] [INFO ] [CONFIGURE ] BHP: Average speed: 0.65 features/sec
[2025-10-13T22:56:39.433814] [INFO ] [LOCAL     ] Saved configuration for BHP: 3 features, 60.00% accuracy -> ./output/feature-sets/BHP.json
[2025-10-13T22:56:39.433862] [INFO ] [CONFIGURE ] BHP: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-13T22:56:39.433912] [INFO ] [sig       ] [15/91] Successfully configured BHP | 0.02 sym/s | Total: 11.4m | ETA: 57.5m
[2025-10-13T22:56:39.433968] [INFO ] [sig       ] [16/91] Configuring BIP...
[2025-10-13T22:56:39.434000] [INFO ] [CONFIGURE ] BIP: Configurate test run.
[2025-10-13T22:56:39.434042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIP' from 'https://tdm.silogroup.org/data/derivative_storage/BIP.csv'.
[2025-10-13T22:56:39.445207] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIP'.
[2025-10-13T22:56:39.445783] [INFO ] [CONFIGURE ] BIP: Testing with 29 available features
[2025-10-13T22:56:39.445840] [INFO ] [CONFIGURE ] BIP: Establishing baseline with no features...
[2025-10-13T22:56:39.553357] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:39.662167] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:39.773983] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:39.878998] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:39.992051] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:40.100023] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:40.208430] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:40.315844] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:40.426913] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:40.536195] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:40.536411] [INFO ] [CONFIGURE ] BIP: Baseline score (no features): 40.00%
[2025-10-13T22:56:40.536460] [INFO ] [CONFIGURE ] BIP: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:56:40.536495] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:56:40.654073] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:40.773983] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:40.889010] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:41.005244] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.142238] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.274952] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.404581] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.528323] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:56:41.649569] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.767813] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:41.768016] [INFO ] [CONFIGURE ] BIP: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T22:56:41.768064] [INFO ] [CONFIGURE ] JOB ETA: 56.5m | Avg: 1.5s/test | Remaining: 2206 tests
[2025-10-13T22:56:41.768102] [INFO ] [CONFIGURE ] BIP: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:56:41.768136] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:56:41.893050] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:42.024462] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:42.163526] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:42.295018] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:42.422786] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:42.551691] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:42.679632] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:42.803748] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:42.931607] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.057078] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.057233] [INFO ] [CONFIGURE ] BIP: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-13T22:56:43.057277] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.5s/test | Remaining: 2205 tests
[2025-10-13T22:56:43.057311] [INFO ] [CONFIGURE ] BIP: Testing feature 3/29: add_daily_returns
[2025-10-13T22:56:43.057343] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns']
[2025-10-13T22:56:43.173128] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:43.281524] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:43.396257] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:43.513588] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.626238] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.741117] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.849550] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:43.964600] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:56:44.075210] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:44.185861] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:44.186007] [INFO ] [CONFIGURE ] BIP: KEPT add_daily_returns (score: 50.00%)
[2025-10-13T22:56:44.186050] [INFO ] [CONFIGURE ] JOB ETA: 56.4m | Avg: 1.5s/test | Remaining: 2204 tests
[2025-10-13T22:56:44.186084] [INFO ] [CONFIGURE ] BIP: Testing feature 4/29: add_ema
[2025-10-13T22:56:44.186115] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T22:56:44.310570] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:44.439084] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:44.578634] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:44.715845] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:44.849514] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:44.984818] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:45.120217] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:45.254333] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:45.432073] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:45.574215] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:45.574361] [INFO ] [CONFIGURE ] BIP: KEPT add_ema (score: 60.00%)
[2025-10-13T22:56:45.574407] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.5s/test | Remaining: 2203 tests
[2025-10-13T22:56:45.574442] [INFO ] [CONFIGURE ] BIP: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:56:45.574473] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:56:45.727502] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:45.882475] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:46.040086] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:46.201249] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:46.364531] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:56:46.524955] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:46.691894] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:46.853968] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:47.029386] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:47.209365] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:47.209612] [INFO ] [CONFIGURE ] BIP: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T22:56:47.209701] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.5s/test | Remaining: 2202 tests
[2025-10-13T22:56:47.209750] [INFO ] [CONFIGURE ] BIP: Testing feature 6/29: add_failed_moves
[2025-10-13T22:56:47.209785] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-13T22:56:47.350196] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:47.497916] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:47.642546] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:47.804886] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:47.976817] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:48.136713] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:48.292793] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:48.478548] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:48.634340] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:48.803566] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:48.803829] [INFO ] [CONFIGURE ] BIP: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T22:56:48.803885] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.5s/test | Remaining: 2201 tests
[2025-10-13T22:56:48.803925] [INFO ] [CONFIGURE ] BIP: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:56:48.803993] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-13T22:56:48.945161] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:49.093262] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:49.239731] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:49.397469] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:49.554813] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:49.699474] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:49.845487] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:49.997212] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:50.145137] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:50.289580] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:50.289834] [INFO ] [CONFIGURE ] BIP: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T22:56:50.289908] [INFO ] [CONFIGURE ] JOB ETA: 56.3m | Avg: 1.5s/test | Remaining: 2200 tests
[2025-10-13T22:56:50.289967] [INFO ] [CONFIGURE ] BIP: Testing feature 8/29: add_macd
[2025-10-13T22:56:50.290004] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T22:56:50.458020] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:50.633874] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:50.801700] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:50.977175] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:51.160007] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:51.337111] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:51.544234] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:51.722273] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:51.903916] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:52.074204] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:52.074425] [INFO ] [CONFIGURE ] BIP: DISCARDED add_macd (score: 40.00%)
[2025-10-13T22:56:52.074489] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2199 tests
[2025-10-13T22:56:52.074527] [INFO ] [CONFIGURE ] BIP: Testing feature 9/29: add_mfi
[2025-10-13T22:56:52.074558] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-13T22:56:52.215172] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:52.356753] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:52.501430] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:52.646119] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:52.809557] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:56:52.952317] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:53.096037] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:53.244839] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:53.391865] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:53.539055] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:53.539253] [INFO ] [CONFIGURE ] BIP: KEPT add_mfi (score: 70.00%)
[2025-10-13T22:56:53.539315] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2198 tests
[2025-10-13T22:56:53.539355] [INFO ] [CONFIGURE ] BIP: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:56:53.539389] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:56:53.713185] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:53.894119] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:54.070893] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:56:54.251571] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:54.447382] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:56:54.634379] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:54.819210] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:55.017237] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:55.223159] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:55.413445] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:56:55.413690] [INFO ] [CONFIGURE ] BIP: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T22:56:55.413774] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2197 tests
[2025-10-13T22:56:55.413845] [INFO ] [CONFIGURE ] BIP: Testing feature 11/29: add_obv_daily
[2025-10-13T22:56:55.413903] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_obv_daily']
[2025-10-13T22:56:55.575725] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:55.742902] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:55.906077] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:56.072310] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:56.241047] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:56:56.421731] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:56.588286] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:56.763729] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:56.933422] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:56:57.099394] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:57.099587] [INFO ] [CONFIGURE ] BIP: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T22:56:57.099633] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2196 tests
[2025-10-13T22:56:57.099712] [INFO ] [CONFIGURE ] BIP: Testing feature 12/29: add_obv_interval
[2025-10-13T22:56:57.099754] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_obv_interval']
[2025-10-13T22:56:57.254638] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:57.412724] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:56:57.608130] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:57.764277] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:57.921699] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:56:58.079573] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:58.245638] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:56:58.413013] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:56:58.571545] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:56:58.738290] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:56:58.738538] [INFO ] [CONFIGURE ] BIP: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:56:58.738607] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2195 tests
[2025-10-13T22:56:58.738682] [INFO ] [CONFIGURE ] BIP: Testing feature 13/29: add_opening_strength
[2025-10-13T22:56:58.738739] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_opening_strength']
[2025-10-13T22:56:58.900263] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:56:59.062565] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:56:59.227618] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:56:59.395172] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:56:59.561505] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:56:59.723056] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:56:59.885117] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:00.045353] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:00.215850] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:00.372324] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:00.372488] [INFO ] [CONFIGURE ] BIP: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-13T22:57:00.372575] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2194 tests
[2025-10-13T22:57:00.372630] [INFO ] [CONFIGURE ] BIP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:57:00.372709] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_order_flow_imbalance']
[2025-10-13T22:57:00.529738] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:00.690035] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:00.849848] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:01.010545] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:01.173256] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:01.337753] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:01.510428] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:01.671324] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:01.828852] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:01.992165] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:57:01.992412] [INFO ] [CONFIGURE ] BIP: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:57:01.992465] [INFO ] [CONFIGURE ] JOB ETA: 56.2m | Avg: 1.5s/test | Remaining: 2193 tests
[2025-10-13T22:57:01.992500] [INFO ] [CONFIGURE ] BIP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:57:01.992611] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_morning_momentum']
[2025-10-13T22:57:02.151327] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:02.295288] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:02.439975] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:02.587241] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:02.736274] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:02.889502] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:03.045521] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:03.197364] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:03.350078] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:03.520297] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:03.520588] [INFO ] [CONFIGURE ] BIP: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T22:57:03.520677] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2192 tests
[2025-10-13T22:57:03.520736] [INFO ] [CONFIGURE ] BIP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:57:03.520773] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_overnight_gap']
[2025-10-13T22:57:03.689324] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:03.838992] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:04.009824] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:04.163976] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:04.337207] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:04.510885] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:04.693459] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:04.883919] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:05.073566] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:05.256249] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:05.256505] [INFO ] [CONFIGURE ] BIP: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T22:57:05.256555] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2191 tests
[2025-10-13T22:57:05.256592] [INFO ] [CONFIGURE ] BIP: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:57:05.256626] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_return_2d']
[2025-10-13T22:57:05.431276] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:05.626621] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:05.808274] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:05.994956] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:06.189104] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:06.362605] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:06.539304] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:06.725256] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:06.904938] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:07.090846] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:07.091110] [INFO ] [CONFIGURE ] BIP: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T22:57:07.091196] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2190 tests
[2025-10-13T22:57:07.091246] [INFO ] [CONFIGURE ] BIP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:57:07.091280] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_volatility_5d']
[2025-10-13T22:57:07.253880] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:07.420114] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:07.588184] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:07.755092] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:07.925950] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:08.088175] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:08.251616] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:08.417694] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:08.595147] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:08.781521] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:08.781770] [INFO ] [CONFIGURE ] BIP: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T22:57:08.781867] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2189 tests
[2025-10-13T22:57:08.782022] [INFO ] [CONFIGURE ] BIP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:57:08.782078] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_pbf_vs_sma_5']
[2025-10-13T22:57:08.958508] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:09.130680] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:09.304479] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:09.472340] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:09.642199] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:09.815580] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:09.996035] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:10.167090] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:10.335612] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:10.513184] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:57:10.513633] [INFO ] [CONFIGURE ] BIP: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:57:10.513746] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2188 tests
[2025-10-13T22:57:10.513792] [INFO ] [CONFIGURE ] BIP: Testing feature 20/29: add_price_rejection
[2025-10-13T22:57:10.513828] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_price_rejection']
[2025-10-13T22:57:10.698911] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:10.874832] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:11.053814] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:11.223515] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:11.397088] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:11.572682] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:11.761078] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:11.954163] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:12.140545] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:12.319321] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:12.319552] [INFO ] [CONFIGURE ] BIP: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T22:57:12.319606] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2187 tests
[2025-10-13T22:57:12.319675] [INFO ] [CONFIGURE ] BIP: Testing feature 21/29: add_range_position
[2025-10-13T22:57:12.319731] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_range_position']
[2025-10-13T22:57:12.508860] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:12.784973] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:12.983381] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:13.172142] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:13.360273] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:13.558636] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:57:13.735134] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:13.915689] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:14.102223] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:14.301467] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:14.301768] [INFO ] [CONFIGURE ] BIP: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:57:14.301831] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2186 tests
[2025-10-13T22:57:14.301871] [INFO ] [CONFIGURE ] BIP: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:57:14.301904] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_realized_volatility']
[2025-10-13T22:57:14.505240] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:14.708524] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:14.907838] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:15.120768] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:15.324392] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:15.533523] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:15.735424] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:15.940312] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:16.142748] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:16.351488] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:16.351821] [INFO ] [CONFIGURE ] BIP: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T22:57:16.351892] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2185 tests
[2025-10-13T22:57:16.351934] [INFO ] [CONFIGURE ] BIP: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:57:16.351970] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_recent_range_context']
[2025-10-13T22:57:16.524329] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:16.694433] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:16.866507] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:17.046659] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:17.216550] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:17.405958] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:17.580798] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:17.755224] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:17.930012] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:18.120098] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:18.120396] [INFO ] [CONFIGURE ] BIP: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T22:57:18.120459] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2184 tests
[2025-10-13T22:57:18.120500] [INFO ] [CONFIGURE ] BIP: Testing feature 24/29: add_rsi
[2025-10-13T22:57:18.120535] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_rsi']
[2025-10-13T22:57:18.280851] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:18.440067] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:18.601960] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:18.768419] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:18.930388] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:19.093387] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:19.253631] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:19.417508] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:19.580828] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:19.752054] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:57:19.752322] [INFO ] [CONFIGURE ] BIP: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T22:57:19.752387] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2183 tests
[2025-10-13T22:57:19.752426] [INFO ] [CONFIGURE ] BIP: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:57:19.752458] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_tick_distribution']
[2025-10-13T22:57:19.907233] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:20.131965] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:20.312193] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:20.497915] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:20.684055] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:20.918978] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:21.103565] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:21.262364] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:21.422448] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:21.603265] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:57:21.603482] [INFO ] [CONFIGURE ] BIP: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:57:21.603550] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2182 tests
[2025-10-13T22:57:21.603621] [INFO ] [CONFIGURE ] BIP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:57:21.603702] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_volume_momentum_confirmation']
[2025-10-13T22:57:21.781011] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:21.967867] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:22.147007] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:22.331888] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:22.517429] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:57:22.701329] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:22.887010] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:23.079874] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:23.276329] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:23.438011] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:57:23.438199] [INFO ] [CONFIGURE ] BIP: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T22:57:23.438243] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2181 tests
[2025-10-13T22:57:23.438278] [INFO ] [CONFIGURE ] BIP: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:57:23.438310] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_volume_price_divergence']
[2025-10-13T22:57:23.605921] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:23.779813] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:23.951189] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:24.126675] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:24.304605] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:24.483146] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:24.664624] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:24.844709] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:57:25.017729] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:25.200920] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:25.201124] [INFO ] [CONFIGURE ] BIP: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-13T22:57:25.201169] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2180 tests
[2025-10-13T22:57:25.201204] [INFO ] [CONFIGURE ] BIP: Testing feature 28/29: add_volume_profile
[2025-10-13T22:57:25.201235] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_volume_profile']
[2025-10-13T22:57:25.373504] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:25.535852] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:25.702042] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:25.867206] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:26.036346] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:26.204578] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:26.367429] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:26.549864] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:26.731584] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:57:26.901578] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:26.901833] [INFO ] [CONFIGURE ] BIP: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T22:57:26.901900] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2179 tests
[2025-10-13T22:57:26.901941] [INFO ] [CONFIGURE ] BIP: Testing feature 29/29: add_vwap
[2025-10-13T22:57:26.901973] [INFO ] [CONFIGURE ] BIP: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi', 'add_vwap']
[2025-10-13T22:57:27.072079] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:27.241087] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:27.406821] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:27.584090] [DEBUG] [FORECASTER] BIP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:27.754287] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:27.960399] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:57:28.132059] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:57:28.305599] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:57:28.481034] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:57:28.655361] [DEBUG] [FORECASTER] BIP: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:57:28.655550] [INFO ] [CONFIGURE ] BIP: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T22:57:28.655594] [INFO ] [CONFIGURE ] JOB ETA: 56.1m | Avg: 1.5s/test | Remaining: 2178 tests
[2025-10-13T22:57:28.655672] [INFO ] [CONFIGURE ] BIP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:57:28.655729] [INFO ] [CONFIGURE ] BIP: Best accuracy: 70.00%
[2025-10-13T22:57:28.655765] [INFO ] [CONFIGURE ] BIP: Best feature set (3 features): ['add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-13T22:57:28.655794] [INFO ] [CONFIGURE ] BIP: Improvement over baseline: 30.00%
[2025-10-13T22:57:28.655822] [INFO ] [CONFIGURE ] BIP: Total time: 48.1 seconds
[2025-10-13T22:57:28.655849] [INFO ] [CONFIGURE ] BIP: Average time per feature: 1.7 seconds
[2025-10-13T22:57:28.655877] [INFO ] [CONFIGURE ] BIP: Average speed: 0.60 features/sec
[2025-10-13T22:57:28.657670] [INFO ] [LOCAL     ] Saved configuration for BIP: 3 features, 70.00% accuracy -> ./output/feature-sets/BIP.json
[2025-10-13T22:57:28.657741] [INFO ] [CONFIGURE ] BIP: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T22:57:28.657817] [INFO ] [sig       ] [16/91] Successfully configured BIP | 0.02 sym/s | Total: 12.2m | ETA: 57.1m
[2025-10-13T22:57:28.657898] [INFO ] [sig       ] [17/91] Configuring BKU...
[2025-10-13T22:57:28.657952] [INFO ] [CONFIGURE ] BKU: Configurate test run.
[2025-10-13T22:57:28.658024] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKU' from 'https://tdm.silogroup.org/data/derivative_storage/BKU.csv'.
[2025-10-13T22:57:28.676962] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKU'.
[2025-10-13T22:57:28.677386] [INFO ] [CONFIGURE ] BKU: Testing with 29 available features
[2025-10-13T22:57:28.677450] [INFO ] [CONFIGURE ] BKU: Establishing baseline with no features...
[2025-10-13T22:57:28.787696] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:28.900988] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:29.013412] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:29.126993] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:29.243809] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:29.372046] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:29.498247] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:29.651014] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:29.810823] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:29.977263] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:29.977489] [INFO ] [CONFIGURE ] BKU: Baseline score (no features): 40.00%
[2025-10-13T22:57:29.977624] [INFO ] [CONFIGURE ] BKU: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:57:29.977724] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:57:30.135788] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:30.313224] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:30.446127] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:30.567452] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:30.688193] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:30.809498] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:57:30.962220] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:57:31.084881] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:31.209844] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:57:31.334557] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:31.334735] [INFO ] [CONFIGURE ] BKU: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T22:57:31.334791] [INFO ] [CONFIGURE ] JOB ETA: 56.0m | Avg: 1.5s/test | Remaining: 2177 tests
[2025-10-13T22:57:31.334827] [INFO ] [CONFIGURE ] BKU: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:57:31.334857] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:57:31.459151] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:31.582572] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:31.706277] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:31.831097] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:31.961122] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:32.102404] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:57:32.245572] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:57:32.387152] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:32.532922] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:57:32.680116] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:32.680344] [INFO ] [CONFIGURE ] BKU: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T22:57:32.680390] [INFO ] [CONFIGURE ] JOB ETA: 56.0m | Avg: 1.5s/test | Remaining: 2176 tests
[2025-10-13T22:57:32.680426] [INFO ] [CONFIGURE ] BKU: Testing feature 3/29: add_daily_returns
[2025-10-13T22:57:32.680460] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_daily_returns']
[2025-10-13T22:57:32.802319] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:32.925747] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:33.063436] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:33.196714] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:33.318839] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:33.453417] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:33.588931] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:33.725462] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:33.863411] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:34.008479] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:34.008750] [INFO ] [CONFIGURE ] BKU: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T22:57:34.008809] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.5s/test | Remaining: 2175 tests
[2025-10-13T22:57:34.008844] [INFO ] [CONFIGURE ] BKU: Testing feature 4/29: add_ema
[2025-10-13T22:57:34.008877] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_ema']
[2025-10-13T22:57:34.152597] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:34.299537] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:34.450824] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:34.591608] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:34.732884] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:34.880556] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:35.023905] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:35.165823] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:35.309546] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:35.449489] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:35.449740] [INFO ] [CONFIGURE ] BKU: DISCARDED add_ema (score: 40.00%)
[2025-10-13T22:57:35.449798] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.5s/test | Remaining: 2174 tests
[2025-10-13T22:57:35.449835] [INFO ] [CONFIGURE ] BKU: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:57:35.449867] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:57:35.595337] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:35.740271] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:35.885451] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:36.046107] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:36.195114] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:36.342534] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:36.503036] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:57:36.654887] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:36.817749] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:36.967929] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:36.968167] [INFO ] [CONFIGURE ] BKU: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T22:57:36.968216] [INFO ] [CONFIGURE ] JOB ETA: 55.9m | Avg: 1.5s/test | Remaining: 2173 tests
[2025-10-13T22:57:36.968255] [INFO ] [CONFIGURE ] BKU: Testing feature 6/29: add_failed_moves
[2025-10-13T22:57:36.968286] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_failed_moves']
[2025-10-13T22:57:37.096082] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:37.224947] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:37.359402] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:37.487354] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:37.614541] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:37.741894] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:37.877072] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:38.004208] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:38.132335] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:38.259582] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:38.259839] [INFO ] [CONFIGURE ] BKU: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T22:57:38.259892] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.5s/test | Remaining: 2172 tests
[2025-10-13T22:57:38.259927] [INFO ] [CONFIGURE ] BKU: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:57:38.259958] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_lag_shelf']
[2025-10-13T22:57:38.372111] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:38.509076] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:38.638431] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:38.751977] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:38.857002] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:38.969273] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:39.078378] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:39.206207] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:39.316603] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:39.426336] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:39.426490] [INFO ] [CONFIGURE ] BKU: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T22:57:39.426534] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.5s/test | Remaining: 2171 tests
[2025-10-13T22:57:39.426569] [INFO ] [CONFIGURE ] BKU: Testing feature 8/29: add_macd
[2025-10-13T22:57:39.426602] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T22:57:39.567831] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:39.709635] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:39.869516] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:40.066310] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:40.222522] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:40.384765] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:40.554922] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:40.699716] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:57:40.846723] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:40.994461] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:40.994703] [INFO ] [CONFIGURE ] BKU: KEPT add_macd (score: 50.00%)
[2025-10-13T22:57:40.994795] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2170 tests
[2025-10-13T22:57:40.994834] [INFO ] [CONFIGURE ] BKU: Testing feature 9/29: add_mfi
[2025-10-13T22:57:40.994868] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T22:57:41.155028] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:41.316624] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:41.479557] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:41.641284] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:41.806454] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:41.968975] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:42.131498] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:42.296780] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:57:42.464928] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:42.633396] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:42.633664] [INFO ] [CONFIGURE ] BKU: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T22:57:42.633730] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2169 tests
[2025-10-13T22:57:42.633768] [INFO ] [CONFIGURE ] BKU: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:57:42.633800] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:57:42.807575] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:42.986979] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:43.160408] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:43.336810] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:43.513185] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:43.698083] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:43.886527] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T22:57:44.095069] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:57:44.286057] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:57:44.489526] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:44.489830] [INFO ] [CONFIGURE ] BKU: DISCARDED add_momentum_acceleration (score: 20.00%)
[2025-10-13T22:57:44.489888] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2168 tests
[2025-10-13T22:57:44.489937] [INFO ] [CONFIGURE ] BKU: Testing feature 11/29: add_obv_daily
[2025-10-13T22:57:44.490006] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-13T22:57:44.665798] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:44.836142] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:45.004833] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:45.179168] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:45.355943] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:45.531827] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:45.703149] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:45.873900] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:46.057221] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:46.234532] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:46.234777] [INFO ] [CONFIGURE ] BKU: KEPT add_obv_daily (score: 60.00%)
[2025-10-13T22:57:46.234833] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2167 tests
[2025-10-13T22:57:46.234871] [INFO ] [CONFIGURE ] BKU: Testing feature 12/29: add_obv_interval
[2025-10-13T22:57:46.234904] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T22:57:46.428031] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:46.603466] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:46.784533] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:46.959872] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:47.138000] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:47.317046] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:47.497995] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:47.689568] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:47.876965] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:48.062241] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:57:48.062572] [INFO ] [CONFIGURE ] BKU: KEPT add_obv_interval (score: 70.00%)
[2025-10-13T22:57:48.062662] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2166 tests
[2025-10-13T22:57:48.062728] [INFO ] [CONFIGURE ] BKU: Testing feature 13/29: add_opening_strength
[2025-10-13T22:57:48.062767] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:57:48.259043] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:48.455047] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:48.647880] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:48.853189] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:49.056349] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:49.259432] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:49.465920] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:49.666981] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:49.876876] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:50.081521] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:50.081836] [INFO ] [CONFIGURE ] BKU: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T22:57:50.081903] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2165 tests
[2025-10-13T22:57:50.081944] [INFO ] [CONFIGURE ] BKU: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:57:50.082010] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T22:57:50.269997] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:50.457290] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:50.664698] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:50.866355] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:51.064992] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:51.267503] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:51.473000] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:51.673076] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:57:51.869341] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:52.066889] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:52.067109] [INFO ] [CONFIGURE ] BKU: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T22:57:52.067156] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2164 tests
[2025-10-13T22:57:52.067194] [INFO ] [CONFIGURE ] BKU: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:57:52.067229] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T22:57:52.252870] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:52.432231] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:52.621061] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:52.810604] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:53.006120] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:53.201724] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:53.392979] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:53.594777] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:53.785603] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:53.983183] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:53.983441] [INFO ] [CONFIGURE ] BKU: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T22:57:53.983518] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2163 tests
[2025-10-13T22:57:53.983581] [INFO ] [CONFIGURE ] BKU: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:57:53.983619] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T22:57:54.171114] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:57:54.379595] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:54.582535] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:57:54.764892] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:57:54.951198] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:55.132929] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:55.322449] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:55.504930] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:55.695668] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:55.880930] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:57:55.881117] [INFO ] [CONFIGURE ] BKU: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-13T22:57:55.881164] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2162 tests
[2025-10-13T22:57:55.881203] [INFO ] [CONFIGURE ] BKU: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:57:55.881271] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T22:57:56.069559] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:56.255109] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:57:56.446538] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:56.630997] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:56.824830] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:57.021264] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:57.219902] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:57.419104] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:57.610169] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:57.808276] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:57:57.808673] [INFO ] [CONFIGURE ] BKU: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T22:57:57.808865] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2161 tests
[2025-10-13T22:57:57.808911] [INFO ] [CONFIGURE ] BKU: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:57:57.808945] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T22:57:57.981836] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:58.150400] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:57:58.319714] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:57:58.498902] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:57:58.672233] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:57:58.846750] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:57:59.025081] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:57:59.214992] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:57:59.403931] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:57:59.598933] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:57:59.599212] [INFO ] [CONFIGURE ] BKU: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T22:57:59.599265] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2160 tests
[2025-10-13T22:57:59.599302] [INFO ] [CONFIGURE ] BKU: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:57:59.599335] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T22:57:59.781131] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:57:59.958102] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:00.138169] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:00.307217] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:00.476546] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:00.646672] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:00.820267] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:00.994311] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:01.173393] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:01.355699] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:01.355892] [INFO ] [CONFIGURE ] BKU: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:58:01.355937] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2159 tests
[2025-10-13T22:58:01.355973] [INFO ] [CONFIGURE ] BKU: Testing feature 20/29: add_price_rejection
[2025-10-13T22:58:01.356003] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T22:58:01.583639] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:01.771250] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:01.977787] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:02.171934] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:02.362244] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:02.553740] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:02.745864] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:02.942343] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:03.144979] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:03.347458] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:03.347842] [INFO ] [CONFIGURE ] BKU: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T22:58:03.347931] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.5s/test | Remaining: 2158 tests
[2025-10-13T22:58:03.348011] [INFO ] [CONFIGURE ] BKU: Testing feature 21/29: add_range_position
[2025-10-13T22:58:03.348085] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_range_position']
[2025-10-13T22:58:03.553426] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T22:58:03.747700] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:03.943620] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:58:04.143159] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:04.339433] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:04.535822] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:04.735292] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:04.937376] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:05.133427] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:05.331575] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:05.331833] [INFO ] [CONFIGURE ] BKU: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:58:05.331886] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.6s/test | Remaining: 2157 tests
[2025-10-13T22:58:05.331924] [INFO ] [CONFIGURE ] BKU: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:58:05.331957] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T22:58:05.544746] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:05.758309] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:05.964590] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:58:06.182235] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:06.387392] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:06.590303] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:06.893619] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:07.118667] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:07.356628] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:07.585931] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:58:07.586206] [INFO ] [CONFIGURE ] BKU: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T22:58:07.586258] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2156 tests
[2025-10-13T22:58:07.586298] [INFO ] [CONFIGURE ] BKU: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:58:07.586336] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T22:58:07.781712] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:07.974515] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:58:08.164498] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:08.353749] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:08.548988] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:08.742999] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:08.943152] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:09.143362] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:09.336244] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:09.531425] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:58:09.531844] [INFO ] [CONFIGURE ] BKU: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T22:58:09.531912] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2155 tests
[2025-10-13T22:58:09.531982] [INFO ] [CONFIGURE ] BKU: Testing feature 24/29: add_rsi
[2025-10-13T22:58:09.532026] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T22:58:09.729995] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:09.927266] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:58:10.132494] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:10.331107] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:10.533053] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:10.737179] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:10.939902] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:11.145161] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:11.369162] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:11.589426] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:58:11.589709] [INFO ] [CONFIGURE ] BKU: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T22:58:11.589774] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2154 tests
[2025-10-13T22:58:11.589817] [INFO ] [CONFIGURE ] BKU: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:58:11.589853] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T22:58:11.786935] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:11.982560] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:12.181958] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:12.371940] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:12.576745] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:12.770360] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:12.967250] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:13.160780] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:13.352341] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:13.551948] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:13.552256] [INFO ] [CONFIGURE ] BKU: KEPT add_tick_distribution (score: 80.00%)
[2025-10-13T22:58:13.552315] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2153 tests
[2025-10-13T22:58:13.552355] [INFO ] [CONFIGURE ] BKU: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:58:13.552392] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution', 'add_volume_momentum_confirmation']
[2025-10-13T22:58:13.753940] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:13.951016] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:58:14.145010] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:14.341003] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:14.543591] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:14.754184] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:14.960415] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:15.164841] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:15.356410] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:15.552831] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:15.553061] [INFO ] [CONFIGURE ] BKU: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T22:58:15.553126] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2152 tests
[2025-10-13T22:58:15.553168] [INFO ] [CONFIGURE ] BKU: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:58:15.553202] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution', 'add_volume_price_divergence']
[2025-10-13T22:58:15.747095] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:15.953270] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:16.154928] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:16.347374] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:16.541482] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:16.776208] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:16.968821] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:17.174424] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T22:58:17.392799] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:17.601376] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:17.601612] [INFO ] [CONFIGURE ] BKU: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T22:58:17.601690] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2151 tests
[2025-10-13T22:58:17.601744] [INFO ] [CONFIGURE ] BKU: Testing feature 28/29: add_volume_profile
[2025-10-13T22:58:17.601780] [INFO ] [CONFIGURE ] BKU: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution', 'add_volume_profile']
[2025-10-13T22:58:17.784545] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T22:58:17.964080] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:58:18.151025] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:58:18.369856] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:18.572690] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T22:58:18.790287] [DEBUG] [FORECASTER] BKU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:19.009036] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:58:19.211138] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:19.407073] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:19.605718] [DEBUG] [FORECASTER] BKU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:19.605960] [INFO ] [CONFIGURE ] BKU: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T22:58:19.606025] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2150 tests
[2025-10-13T22:58:19.606151] [INFO ] [CONFIGURE ] BKU: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:58:19.606210] [INFO ] [CONFIGURE ] BKU: Best accuracy: 80.00%
[2025-10-13T22:58:19.606246] [INFO ] [CONFIGURE ] BKU: Best feature set (5 features): ['add_vwap', 'add_macd', 'add_obv_daily', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T22:58:19.606330] [INFO ] [CONFIGURE ] BKU: Improvement over baseline: 40.00%
[2025-10-13T22:58:19.606380] [INFO ] [CONFIGURE ] BKU: Total time: 49.6 seconds
[2025-10-13T22:58:19.606411] [INFO ] [CONFIGURE ] BKU: Average time per feature: 1.8 seconds
[2025-10-13T22:58:19.606439] [INFO ] [CONFIGURE ] BKU: Average speed: 0.58 features/sec
[2025-10-13T22:58:19.607272] [INFO ] [LOCAL     ] Saved configuration for BKU: 5 features, 80.00% accuracy -> ./output/feature-sets/BKU.json
[2025-10-13T22:58:19.607328] [INFO ] [CONFIGURE ] BKU: Configuration saved successfully: 5 features, 80.00% accuracy.
[2025-10-13T22:58:19.607379] [INFO ] [sig       ] [17/91] Successfully configured BKU | 0.02 sym/s | Total: 13.0m | ETA: 56.7m
[2025-10-13T22:58:19.607434] [INFO ] [sig       ] [18/91] Configuring BMN...
[2025-10-13T22:58:19.607466] [INFO ] [CONFIGURE ] BMN: Configurate test run.
[2025-10-13T22:58:19.607549] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMN' from 'https://tdm.silogroup.org/data/derivative_storage/BMN.csv'.
[2025-10-13T22:58:19.626301] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMN'.
[2025-10-13T22:58:19.626858] [INFO ] [CONFIGURE ] BMN: Testing with 29 available features
[2025-10-13T22:58:19.626914] [INFO ] [CONFIGURE ] BMN: Establishing baseline with no features...
[2025-10-13T22:58:19.780817] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:19.888407] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:19.997148] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:20.110618] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:20.218554] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:20.327388] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:20.442751] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:20.553693] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:20.664168] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:20.788256] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:20.788503] [INFO ] [CONFIGURE ] BMN: Baseline score (no features): 70.00%
[2025-10-13T22:58:20.788593] [INFO ] [CONFIGURE ] BMN: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:58:20.788676] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:58:20.933513] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:21.059827] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:21.176057] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:21.293492] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:21.415296] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:58:21.540110] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:21.662389] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:21.788847] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:21.914597] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:22.044292] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:22.044548] [INFO ] [CONFIGURE ] BMN: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T22:58:22.044665] [INFO ] [CONFIGURE ] JOB ETA: 55.8m | Avg: 1.6s/test | Remaining: 2149 tests
[2025-10-13T22:58:22.044726] [INFO ] [CONFIGURE ] BMN: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:58:22.044771] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:58:22.180279] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:22.318184] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:58:22.495455] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:22.653919] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:22.853892] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:23.014803] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:23.163284] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:23.320118] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:23.469014] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:23.619894] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:58:23.620116] [INFO ] [CONFIGURE ] BMN: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T22:58:23.620181] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.6s/test | Remaining: 2148 tests
[2025-10-13T22:58:23.620222] [INFO ] [CONFIGURE ] BMN: Testing feature 3/29: add_daily_returns
[2025-10-13T22:58:23.620255] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_daily_returns']
[2025-10-13T22:58:23.746012] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:23.862850] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:23.970907] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:24.080041] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:24.189192] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:24.299155] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:24.411209] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:24.528116] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:24.656683] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:24.792895] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:24.793092] [INFO ] [CONFIGURE ] BMN: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T22:58:24.793141] [INFO ] [CONFIGURE ] JOB ETA: 55.7m | Avg: 1.6s/test | Remaining: 2147 tests
[2025-10-13T22:58:24.793177] [INFO ] [CONFIGURE ] BMN: Testing feature 4/29: add_ema
[2025-10-13T22:58:24.793212] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_ema']
[2025-10-13T22:58:24.919949] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:25.043175] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:25.165210] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:25.287171] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:25.408009] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:25.532284] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:25.658368] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:25.781537] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:25.908435] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:26.033782] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:26.033961] [INFO ] [CONFIGURE ] BMN: DISCARDED add_ema (score: 70.00%)
[2025-10-13T22:58:26.034006] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.6s/test | Remaining: 2146 tests
[2025-10-13T22:58:26.034041] [INFO ] [CONFIGURE ] BMN: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:58:26.034071] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:58:26.166771] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:26.298049] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:26.431213] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:26.560073] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:26.692850] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:26.823920] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:26.956302] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:27.089165] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:27.237597] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:27.385511] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:27.385767] [INFO ] [CONFIGURE ] BMN: KEPT add_exhaustion_signals (score: 90.00%)
[2025-10-13T22:58:27.385827] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.6s/test | Remaining: 2145 tests
[2025-10-13T22:58:27.385865] [INFO ] [CONFIGURE ] BMN: Testing feature 6/29: add_failed_moves
[2025-10-13T22:58:27.385899] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T22:58:27.538727] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:27.707917] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:27.858832] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:28.014372] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:28.163859] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:28.311281] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:28.461318] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:28.613746] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:28.758126] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:28.909767] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:28.910011] [INFO ] [CONFIGURE ] BMN: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-13T22:58:28.910077] [INFO ] [CONFIGURE ] JOB ETA: 55.6m | Avg: 1.6s/test | Remaining: 2144 tests
[2025-10-13T22:58:28.910118] [INFO ] [CONFIGURE ] BMN: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:58:28.910151] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T22:58:29.044964] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:29.168587] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:29.305298] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:29.442674] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:29.591633] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:29.729910] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:29.869475] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:30.010354] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:30.149613] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:30.291687] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:30.291861] [INFO ] [CONFIGURE ] BMN: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T22:58:30.291906] [INFO ] [CONFIGURE ] JOB ETA: 55.5m | Avg: 1.6s/test | Remaining: 2143 tests
[2025-10-13T22:58:30.291942] [INFO ] [CONFIGURE ] BMN: Testing feature 8/29: add_macd
[2025-10-13T22:58:30.291976] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T22:58:30.455048] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:30.616497] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:30.779335] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:30.941194] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:31.110422] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:31.277416] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:31.444951] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:31.605840] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:31.761964] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:31.946097] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:31.946239] [INFO ] [CONFIGURE ] BMN: DISCARDED add_macd (score: 80.00%)
[2025-10-13T22:58:31.946284] [INFO ] [CONFIGURE ] JOB ETA: 55.5m | Avg: 1.6s/test | Remaining: 2142 tests
[2025-10-13T22:58:31.946319] [INFO ] [CONFIGURE ] BMN: Testing feature 9/29: add_mfi
[2025-10-13T22:58:31.946350] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T22:58:32.086924] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:32.227748] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:32.368695] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:32.510782] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:32.652631] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:32.803105] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:32.945408] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:33.088598] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:33.232109] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:33.388750] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:33.388973] [INFO ] [CONFIGURE ] BMN: DISCARDED add_mfi (score: 90.00%)
[2025-10-13T22:58:33.389024] [INFO ] [CONFIGURE ] JOB ETA: 55.5m | Avg: 1.6s/test | Remaining: 2141 tests
[2025-10-13T22:58:33.389061] [INFO ] [CONFIGURE ] BMN: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:58:33.389092] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:58:33.552700] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:33.719590] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:33.884213] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:34.047546] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:34.217172] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:34.389755] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:34.552812] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:34.715054] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:34.878630] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:35.042942] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:35.043119] [INFO ] [CONFIGURE ] BMN: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T22:58:35.043171] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.6s/test | Remaining: 2140 tests
[2025-10-13T22:58:35.043208] [INFO ] [CONFIGURE ] BMN: Testing feature 11/29: add_obv_daily
[2025-10-13T22:58:35.043238] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T22:58:35.191598] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:35.328232] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:35.465189] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:35.629211] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:35.794967] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:35.966248] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:36.135460] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:36.305855] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:36.460193] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:36.617015] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:36.617331] [INFO ] [CONFIGURE ] BMN: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T22:58:36.617389] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.6s/test | Remaining: 2139 tests
[2025-10-13T22:58:36.617429] [INFO ] [CONFIGURE ] BMN: Testing feature 12/29: add_obv_interval
[2025-10-13T22:58:36.617463] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T22:58:36.770298] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:36.926592] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:37.092227] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:37.253537] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:37.412428] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:37.581612] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:37.741572] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:37.905861] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:38.075429] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:38.239780] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:38.240019] [INFO ] [CONFIGURE ] BMN: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T22:58:38.240068] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.6s/test | Remaining: 2138 tests
[2025-10-13T22:58:38.240107] [INFO ] [CONFIGURE ] BMN: Testing feature 13/29: add_opening_strength
[2025-10-13T22:58:38.240140] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:58:38.409789] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:38.574716] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:38.722244] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:38.868260] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:39.035706] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:39.244482] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:39.401214] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:39.556097] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:39.710998] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:39.869236] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:39.869414] [INFO ] [CONFIGURE ] BMN: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T22:58:39.869463] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.6s/test | Remaining: 2137 tests
[2025-10-13T22:58:39.869498] [INFO ] [CONFIGURE ] BMN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:58:39.869528] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T22:58:40.032815] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:40.204546] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:40.361901] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:40.540198] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:40.712156] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T22:58:40.885768] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:41.063100] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:41.225841] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:41.394844] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:41.559762] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T22:58:41.559966] [INFO ] [CONFIGURE ] BMN: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T22:58:41.560044] [INFO ] [CONFIGURE ] JOB ETA: 55.4m | Avg: 1.6s/test | Remaining: 2136 tests
[2025-10-13T22:58:41.560084] [INFO ] [CONFIGURE ] BMN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:58:41.560117] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T22:58:41.705851] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:41.849847] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:41.985054] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:42.116183] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:42.246938] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:42.385340] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:42.518894] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:42.650620] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:42.783482] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:42.916563] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:42.916766] [INFO ] [CONFIGURE ] BMN: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T22:58:42.916819] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.6s/test | Remaining: 2135 tests
[2025-10-13T22:58:42.916856] [INFO ] [CONFIGURE ] BMN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:58:42.916887] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T22:58:43.056725] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:43.199504] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:43.343189] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:43.487305] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:43.631464] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:43.780896] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:43.928321] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:44.079365] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:44.248194] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:44.399275] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:44.399529] [INFO ] [CONFIGURE ] BMN: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T22:58:44.399713] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.6s/test | Remaining: 2134 tests
[2025-10-13T22:58:44.399762] [INFO ] [CONFIGURE ] BMN: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:58:44.399799] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T22:58:44.554493] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:44.704078] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:44.856149] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:45.011856] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:45.187044] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:45.355475] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:45.518760] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:45.693192] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:45.854958] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:46.014410] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:46.014683] [INFO ] [CONFIGURE ] BMN: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T22:58:46.014752] [INFO ] [CONFIGURE ] JOB ETA: 55.3m | Avg: 1.6s/test | Remaining: 2133 tests
[2025-10-13T22:58:46.014794] [INFO ] [CONFIGURE ] BMN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:58:46.014828] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T22:58:46.157278] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:46.303315] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:46.468308] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:46.629729] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:46.779421] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:46.925924] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:47.085140] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:47.233861] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:47.384215] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:47.536172] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:47.536465] [INFO ] [CONFIGURE ] BMN: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T22:58:47.536535] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.6s/test | Remaining: 2132 tests
[2025-10-13T22:58:47.536579] [INFO ] [CONFIGURE ] BMN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:58:47.536614] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T22:58:47.692504] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:47.841420] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:47.994025] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:48.142505] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:48.300275] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:48.448426] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:48.607025] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:48.769629] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:48.932971] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:49.086226] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:49.086494] [INFO ] [CONFIGURE ] BMN: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T22:58:49.086548] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.6s/test | Remaining: 2131 tests
[2025-10-13T22:58:49.086587] [INFO ] [CONFIGURE ] BMN: Testing feature 20/29: add_price_rejection
[2025-10-13T22:58:49.086698] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T22:58:49.251568] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:49.419862] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:49.584213] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:49.758761] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:49.922469] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:50.117434] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:50.274613] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:50.431139] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:50.600275] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:50.748589] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:50.748840] [INFO ] [CONFIGURE ] BMN: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T22:58:50.748908] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.6s/test | Remaining: 2130 tests
[2025-10-13T22:58:50.748947] [INFO ] [CONFIGURE ] BMN: Testing feature 21/29: add_range_position
[2025-10-13T22:58:50.748979] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T22:58:50.897852] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:51.044303] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:51.198759] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:51.349345] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:51.501305] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:51.642721] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:51.797322] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:51.949269] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:52.099130] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:52.250278] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:52.250439] [INFO ] [CONFIGURE ] BMN: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T22:58:52.250503] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.6s/test | Remaining: 2129 tests
[2025-10-13T22:58:52.250563] [INFO ] [CONFIGURE ] BMN: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:58:52.250599] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T22:58:52.415193] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:52.580137] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:52.749041] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:52.916075] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:53.088958] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:53.255447] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:53.438687] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:53.627339] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:53.801993] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:58:53.984202] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:53.984415] [INFO ] [CONFIGURE ] BMN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T22:58:53.984463] [INFO ] [CONFIGURE ] JOB ETA: 55.2m | Avg: 1.6s/test | Remaining: 2128 tests
[2025-10-13T22:58:53.984498] [INFO ] [CONFIGURE ] BMN: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:58:53.984528] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T22:58:54.127754] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:54.275789] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:54.425170] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:54.570496] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:54.715304] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:54.862983] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:55.012100] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:55.184626] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:55.344701] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:55.504661] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:55.504895] [INFO ] [CONFIGURE ] BMN: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T22:58:55.504945] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.6s/test | Remaining: 2127 tests
[2025-10-13T22:58:55.504981] [INFO ] [CONFIGURE ] BMN: Testing feature 24/29: add_rsi
[2025-10-13T22:58:55.505015] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-13T22:58:55.680793] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:58:55.853948] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:56.040065] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:56.216915] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:56.396089] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:56.578987] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:56.766793] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:56.946100] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:57.127417] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:57.307402] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:57.307705] [INFO ] [CONFIGURE ] BMN: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T22:58:57.307773] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.6s/test | Remaining: 2126 tests
[2025-10-13T22:58:57.307812] [INFO ] [CONFIGURE ] BMN: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:58:57.307843] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T22:58:57.461895] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:57.615876] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:57.777497] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T22:58:57.936855] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:58:58.091638] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:58.243550] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:58:58.431791] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:58:58.584579] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:58:58.740008] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:58:58.890126] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:58:58.890319] [INFO ] [CONFIGURE ] BMN: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T22:58:58.890366] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.6s/test | Remaining: 2125 tests
[2025-10-13T22:58:58.890401] [INFO ] [CONFIGURE ] BMN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:58:58.890433] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T22:58:59.030837] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:58:59.181616] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:58:59.323884] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:58:59.468250] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:58:59.614343] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:58:59.766296] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:58:59.915814] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:59:00.069329] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:00.221605] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:00.371630] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:00.371839] [INFO ] [CONFIGURE ] BMN: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T22:59:00.371887] [INFO ] [CONFIGURE ] JOB ETA: 55.1m | Avg: 1.6s/test | Remaining: 2124 tests
[2025-10-13T22:59:00.371924] [INFO ] [CONFIGURE ] BMN: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:59:00.371956] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T22:59:00.525447] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:59:00.681590] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:00.839284] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:59:00.999211] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:59:01.159999] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:01.311724] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:59:01.464874] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:59:01.618741] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:01.776097] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:01.933498] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:01.933707] [INFO ] [CONFIGURE ] BMN: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T22:59:01.933767] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.6s/test | Remaining: 2123 tests
[2025-10-13T22:59:01.933805] [INFO ] [CONFIGURE ] BMN: Testing feature 28/29: add_volume_profile
[2025-10-13T22:59:01.933836] [INFO ] [CONFIGURE ] BMN: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T22:59:02.076893] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:02.221847] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:02.363364] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T22:59:02.528629] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:59:02.685194] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:02.831967] [DEBUG] [FORECASTER] BMN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:59:02.976808] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T22:59:03.120579] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:03.262720] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:03.404868] [DEBUG] [FORECASTER] BMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:03.405045] [INFO ] [CONFIGURE ] BMN: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T22:59:03.405089] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.6s/test | Remaining: 2122 tests
[2025-10-13T22:59:03.405123] [INFO ] [CONFIGURE ] BMN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:59:03.405153] [INFO ] [CONFIGURE ] BMN: Best accuracy: 90.00%
[2025-10-13T22:59:03.405183] [INFO ] [CONFIGURE ] BMN: Best feature set (2 features): ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:59:03.405213] [INFO ] [CONFIGURE ] BMN: Improvement over baseline: 20.00%
[2025-10-13T22:59:03.405240] [INFO ] [CONFIGURE ] BMN: Total time: 42.6 seconds
[2025-10-13T22:59:03.405266] [INFO ] [CONFIGURE ] BMN: Average time per feature: 1.5 seconds
[2025-10-13T22:59:03.405293] [INFO ] [CONFIGURE ] BMN: Average speed: 0.68 features/sec
[2025-10-13T22:59:03.406014] [INFO ] [LOCAL     ] Saved configuration for BMN: 2 features, 90.00% accuracy -> ./output/feature-sets/BMN.json
[2025-10-13T22:59:03.406070] [INFO ] [CONFIGURE ] BMN: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T22:59:03.406120] [INFO ] [sig       ] [18/91] Successfully configured BMN | 0.02 sym/s | Total: 13.8m | ETA: 55.8m
[2025-10-13T22:59:03.406199] [INFO ] [sig       ] [19/91] Configuring BTI...
[2025-10-13T22:59:03.406257] [INFO ] [CONFIGURE ] BTI: Configurate test run.
[2025-10-13T22:59:03.406318] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTI' from 'https://tdm.silogroup.org/data/derivative_storage/BTI.csv'.
[2025-10-13T22:59:03.420492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTI'.
[2025-10-13T22:59:03.420896] [INFO ] [CONFIGURE ] BTI: Testing with 29 available features
[2025-10-13T22:59:03.420950] [INFO ] [CONFIGURE ] BTI: Establishing baseline with no features...
[2025-10-13T22:59:03.525674] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:03.634696] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:03.741114] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:59:03.847079] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:59:03.959523] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:04.074799] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:04.193479] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:04.309634] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:04.425795] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:04.542134] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:04.542305] [INFO ] [CONFIGURE ] BTI: Baseline score (no features): 60.00%
[2025-10-13T22:59:04.542351] [INFO ] [CONFIGURE ] BTI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:59:04.542385] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:59:04.667443] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:04.801212] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:04.924168] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:59:05.056297] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:05.189113] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:05.329149] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:05.489380] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:05.622713] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:05.754309] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:05.891969] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:05.892236] [INFO ] [CONFIGURE ] BTI: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T22:59:05.892287] [INFO ] [CONFIGURE ] JOB ETA: 55.0m | Avg: 1.6s/test | Remaining: 2121 tests
[2025-10-13T22:59:05.892326] [INFO ] [CONFIGURE ] BTI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:59:05.892360] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta']
[2025-10-13T22:59:06.032554] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:06.172184] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:06.311160] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:06.451458] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:06.592624] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:06.734795] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:06.864135] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:07.001365] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:07.132391] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:07.265307] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:07.265501] [INFO ] [CONFIGURE ] BTI: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T22:59:07.265550] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.6s/test | Remaining: 2120 tests
[2025-10-13T22:59:07.265587] [INFO ] [CONFIGURE ] BTI: Testing feature 3/29: add_daily_returns
[2025-10-13T22:59:07.265620] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:59:07.399899] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:07.535571] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:07.665860] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:07.803039] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:07.934445] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:08.068938] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:08.199001] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:08.326419] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:08.455125] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:08.593373] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:08.593533] [INFO ] [CONFIGURE ] BTI: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T22:59:08.593578] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.6s/test | Remaining: 2119 tests
[2025-10-13T22:59:08.593613] [INFO ] [CONFIGURE ] BTI: Testing feature 4/29: add_ema
[2025-10-13T22:59:08.593667] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T22:59:08.731822] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:08.871574] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:09.011059] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:09.157049] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:09.300498] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:09.444520] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:09.589303] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:09.734946] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:09.882054] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:10.030283] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:10.030487] [INFO ] [CONFIGURE ] BTI: DISCARDED add_ema (score: 70.00%)
[2025-10-13T22:59:10.030532] [INFO ] [CONFIGURE ] JOB ETA: 54.9m | Avg: 1.6s/test | Remaining: 2118 tests
[2025-10-13T22:59:10.030570] [INFO ] [CONFIGURE ] BTI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T22:59:10.030603] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T22:59:10.183383] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:10.335829] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:10.490981] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:10.646184] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:10.798045] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:10.949288] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:11.098995] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:11.251787] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:11.402038] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:11.582403] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:11.582623] [INFO ] [CONFIGURE ] BTI: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-13T22:59:11.582724] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2117 tests
[2025-10-13T22:59:11.582800] [INFO ] [CONFIGURE ] BTI: Testing feature 6/29: add_failed_moves
[2025-10-13T22:59:11.582860] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T22:59:11.746609] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:11.905739] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:12.064559] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:12.218561] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:12.381609] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:12.538792] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:12.697947] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:12.870440] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:13.037502] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:13.204618] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:13.204866] [INFO ] [CONFIGURE ] BTI: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T22:59:13.204929] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2116 tests
[2025-10-13T22:59:13.204968] [INFO ] [CONFIGURE ] BTI: Testing feature 7/29: add_lag_shelf
[2025-10-13T22:59:13.205001] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T22:59:13.356214] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:13.513920] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:13.672514] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:13.834285] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:13.997593] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:14.158419] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:14.323169] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:14.487702] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:14.662581] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:14.843424] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:14.843617] [INFO ] [CONFIGURE ] BTI: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T22:59:14.843693] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2115 tests
[2025-10-13T22:59:14.843745] [INFO ] [CONFIGURE ] BTI: Testing feature 8/29: add_macd
[2025-10-13T22:59:14.843780] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T22:59:15.055081] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:15.290745] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:15.561822] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:15.769149] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:15.949241] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:16.121738] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:16.293063] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:16.465088] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:16.648904] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:16.831627] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:16.831859] [INFO ] [CONFIGURE ] BTI: DISCARDED add_macd (score: 70.00%)
[2025-10-13T22:59:16.831923] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2114 tests
[2025-10-13T22:59:16.831963] [INFO ] [CONFIGURE ] BTI: Testing feature 9/29: add_mfi
[2025-10-13T22:59:16.831996] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T22:59:17.000236] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:17.168639] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:17.334933] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:17.504426] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:17.670925] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:17.844095] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:18.011254] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:18.181973] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:18.351860] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:18.523076] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:18.523286] [INFO ] [CONFIGURE ] BTI: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T22:59:18.523333] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2113 tests
[2025-10-13T22:59:18.523369] [INFO ] [CONFIGURE ] BTI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T22:59:18.523403] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T22:59:18.707003] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:18.890578] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:19.076236] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:19.266955] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:19.468999] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:19.680230] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:19.905300] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:20.110550] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:20.308497] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:20.514102] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:20.514412] [INFO ] [CONFIGURE ] BTI: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T22:59:20.514474] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2112 tests
[2025-10-13T22:59:20.514515] [INFO ] [CONFIGURE ] BTI: Testing feature 11/29: add_obv_daily
[2025-10-13T22:59:20.514550] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T22:59:20.702146] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:20.871910] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:21.043446] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:21.215453] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:21.405599] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:21.587267] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:21.756735] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:21.958491] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:22.140912] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:22.327832] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:22.328126] [INFO ] [CONFIGURE ] BTI: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T22:59:22.328188] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2111 tests
[2025-10-13T22:59:22.328230] [INFO ] [CONFIGURE ] BTI: Testing feature 12/29: add_obv_interval
[2025-10-13T22:59:22.328265] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T22:59:22.504426] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:22.676097] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:22.852546] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:23.034883] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:23.212188] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:23.382937] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:23.556012] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:23.762340] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:23.952338] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:24.132041] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:24.132330] [INFO ] [CONFIGURE ] BTI: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T22:59:24.132410] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2110 tests
[2025-10-13T22:59:24.132475] [INFO ] [CONFIGURE ] BTI: Testing feature 13/29: add_opening_strength
[2025-10-13T22:59:24.132515] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T22:59:24.310563] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:24.493225] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:24.689788] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:24.881265] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:25.070666] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:25.261794] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:25.454634] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:25.649520] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:25.841276] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:26.034602] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:26.034903] [INFO ] [CONFIGURE ] BTI: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T22:59:26.034958] [INFO ] [CONFIGURE ] JOB ETA: 54.8m | Avg: 1.6s/test | Remaining: 2109 tests
[2025-10-13T22:59:26.034999] [INFO ] [CONFIGURE ] BTI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T22:59:26.035042] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T22:59:26.227209] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:26.405085] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:26.580073] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:26.780925] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T22:59:26.955233] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:27.126096] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:27.294525] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:27.459945] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:27.625882] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:27.797286] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:27.797496] [INFO ] [CONFIGURE ] BTI: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T22:59:27.797573] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2108 tests
[2025-10-13T22:59:27.797638] [INFO ] [CONFIGURE ] BTI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T22:59:27.797724] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T22:59:27.948541] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:28.100143] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:28.252845] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:28.404678] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:28.557970] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:28.711808] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:28.866536] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:29.021468] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:29.177150] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:29.332394] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:29.332623] [INFO ] [CONFIGURE ] BTI: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T22:59:29.332726] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2107 tests
[2025-10-13T22:59:29.332773] [INFO ] [CONFIGURE ] BTI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T22:59:29.332805] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T22:59:29.491020] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:29.649569] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:29.813531] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:29.978007] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:30.139248] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:30.299906] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:30.468698] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:30.640068] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:30.803229] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:30.966951] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:30.967126] [INFO ] [CONFIGURE ] BTI: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T22:59:30.967169] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2106 tests
[2025-10-13T22:59:30.967205] [INFO ] [CONFIGURE ] BTI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T22:59:30.967236] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T22:59:31.125970] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:31.285719] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:31.445348] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:31.606000] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:31.772534] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:31.942524] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:32.105358] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:32.269936] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:32.435514] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:32.606163] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:32.606332] [INFO ] [CONFIGURE ] BTI: KEPT add_pbf_return_2d (score: 90.00%)
[2025-10-13T22:59:32.606377] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2105 tests
[2025-10-13T22:59:32.606411] [INFO ] [CONFIGURE ] BTI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T22:59:32.606443] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_pbf_volatility_5d']
[2025-10-13T22:59:32.801081] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:32.971233] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:33.145971] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:33.317437] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:33.489604] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:33.665122] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:33.842746] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:34.011894] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:34.185569] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:59:34.370114] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:34.370291] [INFO ] [CONFIGURE ] BTI: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-13T22:59:34.370336] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2104 tests
[2025-10-13T22:59:34.370372] [INFO ] [CONFIGURE ] BTI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T22:59:34.370405] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_pbf_vs_sma_5']
[2025-10-13T22:59:34.544590] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:34.713955] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:34.883957] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:35.054148] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:35.226583] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:35.396805] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:35.565909] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:35.739970] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:35.915039] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:36.083760] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:36.083944] [INFO ] [CONFIGURE ] BTI: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T22:59:36.083990] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2103 tests
[2025-10-13T22:59:36.084024] [INFO ] [CONFIGURE ] BTI: Testing feature 20/29: add_price_rejection
[2025-10-13T22:59:36.084055] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_price_rejection']
[2025-10-13T22:59:36.260667] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:36.438139] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:36.622959] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:36.803011] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:37.002800] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:37.202086] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:37.387989] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:37.572747] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:37.764048] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:37.946700] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:37.946866] [INFO ] [CONFIGURE ] BTI: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T22:59:37.946911] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2102 tests
[2025-10-13T22:59:37.947011] [INFO ] [CONFIGURE ] BTI: Testing feature 21/29: add_range_position
[2025-10-13T22:59:37.947064] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_range_position']
[2025-10-13T22:59:38.132909] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:38.339186] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:38.540256] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:38.732048] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:38.922285] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:39.117131] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:39.307782] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:39.499916] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:39.697226] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:59:39.893491] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:39.893692] [INFO ] [CONFIGURE ] BTI: DISCARDED add_range_position (score: 90.00%)
[2025-10-13T22:59:39.893753] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2101 tests
[2025-10-13T22:59:39.893792] [INFO ] [CONFIGURE ] BTI: Testing feature 22/29: add_realized_volatility
[2025-10-13T22:59:39.893824] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_realized_volatility']
[2025-10-13T22:59:40.131407] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:40.339014] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:40.546403] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:40.758231] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:40.991411] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:41.201321] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:41.415795] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:41.634021] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:41.858396] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:42.077787] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:42.077987] [INFO ] [CONFIGURE ] BTI: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T22:59:42.078035] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2100 tests
[2025-10-13T22:59:42.078072] [INFO ] [CONFIGURE ] BTI: Testing feature 23/29: add_recent_range_context
[2025-10-13T22:59:42.078104] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_recent_range_context']
[2025-10-13T22:59:42.266287] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:42.458601] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:42.651170] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:42.847363] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:43.049560] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:43.250327] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:43.458458] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:43.660248] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:43.858262] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:59:44.058312] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:44.058558] [INFO ] [CONFIGURE ] BTI: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-13T22:59:44.058614] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2099 tests
[2025-10-13T22:59:44.058681] [INFO ] [CONFIGURE ] BTI: Testing feature 24/29: add_rsi
[2025-10-13T22:59:44.058736] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_ema', 'add_rsi']
[2025-10-13T22:59:44.265586] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:44.481278] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:44.698349] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:44.936376] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:45.164324] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:45.361833] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:45.552256] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:45.771202] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:45.986796] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:59:46.199953] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:46.200160] [INFO ] [CONFIGURE ] BTI: DISCARDED add_rsi (score: 90.00%)
[2025-10-13T22:59:46.200226] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2098 tests
[2025-10-13T22:59:46.200266] [INFO ] [CONFIGURE ] BTI: Testing feature 25/29: add_tick_distribution
[2025-10-13T22:59:46.200298] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_tick_distribution']
[2025-10-13T22:59:46.378979] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:46.564232] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:46.742407] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:46.921363] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:47.116566] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:47.296144] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:47.476350] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:47.660566] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:47.848823] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:48.030617] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:48.030796] [INFO ] [CONFIGURE ] BTI: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T22:59:48.030846] [INFO ] [CONFIGURE ] JOB ETA: 54.7m | Avg: 1.6s/test | Remaining: 2097 tests
[2025-10-13T22:59:48.030908] [INFO ] [CONFIGURE ] BTI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T22:59:48.030941] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_volume_momentum_confirmation']
[2025-10-13T22:59:48.207353] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:48.389564] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:48.567982] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:48.747705] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:48.929559] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:49.105882] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T22:59:49.284437] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:49.461429] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:49.645491] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T22:59:49.823504] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:49.823733] [INFO ] [CONFIGURE ] BTI: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-13T22:59:49.823799] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2096 tests
[2025-10-13T22:59:49.823837] [INFO ] [CONFIGURE ] BTI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T22:59:49.823869] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_volume_price_divergence']
[2025-10-13T22:59:50.008677] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:50.216812] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T22:59:50.402858] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:50.590553] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:50.785898] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:51.028667] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:51.223729] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:51.422916] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T22:59:51.625497] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:51.831346] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:51.831558] [INFO ] [CONFIGURE ] BTI: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T22:59:51.831631] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2095 tests
[2025-10-13T22:59:51.831714] [INFO ] [CONFIGURE ] BTI: Testing feature 28/29: add_volume_profile
[2025-10-13T22:59:51.831755] [INFO ] [CONFIGURE ] BTI: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d', 'add_volume_profile']
[2025-10-13T22:59:52.033617] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:52.229215] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T22:59:52.422555] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:52.626314] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T22:59:52.824324] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T22:59:53.017395] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T22:59:53.210624] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T22:59:53.408915] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T22:59:53.608197] [DEBUG] [FORECASTER] BTI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T22:59:53.801846] [DEBUG] [FORECASTER] BTI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T22:59:53.802110] [INFO ] [CONFIGURE ] BTI: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T22:59:53.802160] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2094 tests
[2025-10-13T22:59:53.802227] [INFO ] [CONFIGURE ] BTI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T22:59:53.802284] [INFO ] [CONFIGURE ] BTI: Best accuracy: 90.00%
[2025-10-13T22:59:53.802322] [INFO ] [CONFIGURE ] BTI: Best feature set (4 features): ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T22:59:53.802351] [INFO ] [CONFIGURE ] BTI: Improvement over baseline: 30.00%
[2025-10-13T22:59:53.802379] [INFO ] [CONFIGURE ] BTI: Total time: 49.3 seconds
[2025-10-13T22:59:53.802405] [INFO ] [CONFIGURE ] BTI: Average time per feature: 1.8 seconds
[2025-10-13T22:59:53.802433] [INFO ] [CONFIGURE ] BTI: Average speed: 0.59 features/sec
[2025-10-13T22:59:53.803362] [INFO ] [LOCAL     ] Saved configuration for BTI: 4 features, 90.00% accuracy -> ./output/feature-sets/BTI.json
[2025-10-13T22:59:53.803417] [INFO ] [CONFIGURE ] BTI: Configuration saved successfully: 4 features, 90.00% accuracy.
[2025-10-13T22:59:53.803499] [INFO ] [sig       ] [19/91] Successfully configured BTI | 0.02 sym/s | Total: 14.6m | ETA: 55.3m
[2025-10-13T22:59:53.803558] [INFO ] [sig       ] [20/91] Configuring BVN...
[2025-10-13T22:59:53.803590] [INFO ] [CONFIGURE ] BVN: Configurate test run.
[2025-10-13T22:59:53.803664] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BVN' from 'https://tdm.silogroup.org/data/derivative_storage/BVN.csv'.
[2025-10-13T22:59:53.821317] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BVN'.
[2025-10-13T22:59:53.821955] [INFO ] [CONFIGURE ] BVN: Testing with 29 available features
[2025-10-13T22:59:53.822060] [INFO ] [CONFIGURE ] BVN: Establishing baseline with no features...
[2025-10-13T22:59:53.955317] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T22:59:54.078578] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:59:54.204940] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:59:54.324586] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:59:54.439677] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:59:54.556217] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:59:54.672530] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:59:54.787047] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:54.900947] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T22:59:55.022365] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:59:55.022595] [INFO ] [CONFIGURE ] BVN: Baseline score (no features): 30.00%
[2025-10-13T22:59:55.022667] [INFO ] [CONFIGURE ] BVN: Testing feature 1/29: add_bollinger_bands
[2025-10-13T22:59:55.022729] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands']
[2025-10-13T22:59:55.161468] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:55.301410] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T22:59:55.431356] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:59:55.568274] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:59:55.701505] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:59:55.840291] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:59:55.979586] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:59:56.112497] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:56.254569] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:56.396807] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T22:59:56.397167] [INFO ] [CONFIGURE ] BVN: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T22:59:56.397238] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2093 tests
[2025-10-13T22:59:56.397280] [INFO ] [CONFIGURE ] BVN: Testing feature 2/29: add_cumulative_delta
[2025-10-13T22:59:56.397314] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T22:59:56.546051] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:56.696514] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:59:56.847496] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T22:59:56.998926] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T22:59:57.148495] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:59:57.296839] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T22:59:57.442071] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:59:57.607069] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:57.754561] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:57.900585] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:59:57.900783] [INFO ] [CONFIGURE ] BVN: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T22:59:57.900835] [INFO ] [CONFIGURE ] JOB ETA: 54.6m | Avg: 1.6s/test | Remaining: 2092 tests
[2025-10-13T22:59:57.900870] [INFO ] [CONFIGURE ] BVN: Testing feature 3/29: add_daily_returns
[2025-10-13T22:59:57.900901] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T22:59:58.043808] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:58.190953] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:59:58.334702] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T22:59:58.481609] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T22:59:58.626803] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T22:59:58.772976] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T22:59:58.924792] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T22:59:59.072485] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T22:59:59.226028] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T22:59:59.379382] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T22:59:59.379577] [INFO ] [CONFIGURE ] BVN: KEPT add_daily_returns (score: 70.00%)
[2025-10-13T22:59:59.379631] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.6s/test | Remaining: 2091 tests
[2025-10-13T22:59:59.379711] [INFO ] [CONFIGURE ] BVN: Testing feature 4/29: add_ema
[2025-10-13T22:59:59.379762] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-13T22:59:59.537895] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T22:59:59.696846] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T22:59:59.850181] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:00.009298] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:00.170252] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:00.335120] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:00.513842] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:00.683522] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:00.850384] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:01.022399] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:01.022570] [INFO ] [CONFIGURE ] BVN: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:00:01.022615] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.6s/test | Remaining: 2090 tests
[2025-10-13T23:00:01.022739] [INFO ] [CONFIGURE ] BVN: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:00:01.022779] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:00:01.193217] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:01.363552] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:01.555806] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:01.736532] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:01.934241] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:02.111565] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:02.300616] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:02.496803] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:02.673782] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:02.842416] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:02.842676] [INFO ] [CONFIGURE ] BVN: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:00:02.842740] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.6s/test | Remaining: 2089 tests
[2025-10-13T23:00:02.842779] [INFO ] [CONFIGURE ] BVN: Testing feature 6/29: add_failed_moves
[2025-10-13T23:00:02.842810] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T23:00:02.989909] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:03.133413] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:03.279538] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:03.429878] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:03.577415] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:03.724520] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:03.872505] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:04.027248] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:04.178197] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:04.343017] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:04.343194] [INFO ] [CONFIGURE ] BVN: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:00:04.343242] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.6s/test | Remaining: 2088 tests
[2025-10-13T23:00:04.343278] [INFO ] [CONFIGURE ] BVN: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:00:04.343312] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:00:04.493581] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:04.632559] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:04.767049] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:04.911040] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:05.050131] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:00:05.214475] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:05.360518] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:05.503362] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:05.647689] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:05.790382] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:05.790531] [INFO ] [CONFIGURE ] BVN: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:00:05.790579] [INFO ] [CONFIGURE ] JOB ETA: 54.5m | Avg: 1.6s/test | Remaining: 2087 tests
[2025-10-13T23:00:05.790613] [INFO ] [CONFIGURE ] BVN: Testing feature 8/29: add_macd
[2025-10-13T23:00:05.790667] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:00:05.966131] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:06.140948] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:06.326422] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:06.510191] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:06.690341] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:06.865490] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:07.057746] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:07.276480] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:07.486090] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:07.681613] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:07.681897] [INFO ] [CONFIGURE ] BVN: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:00:07.681958] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.6s/test | Remaining: 2086 tests
[2025-10-13T23:00:07.681998] [INFO ] [CONFIGURE ] BVN: Testing feature 9/29: add_mfi
[2025-10-13T23:00:07.682031] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_mfi']
[2025-10-13T23:00:07.849294] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:08.023227] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:08.186229] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:08.357933] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:08.561351] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:08.731865] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:08.899635] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:09.069786] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:09.244618] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:09.417447] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:09.417725] [INFO ] [CONFIGURE ] BVN: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:00:09.417788] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.6s/test | Remaining: 2085 tests
[2025-10-13T23:00:09.417829] [INFO ] [CONFIGURE ] BVN: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:00:09.417862] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:00:09.619754] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:09.802337] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:09.995044] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:10.168960] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:10.340773] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:10.528417] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:10.711399] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:10.893751] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:11.087464] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:11.267095] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:11.267290] [INFO ] [CONFIGURE ] BVN: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:00:11.267354] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.6s/test | Remaining: 2084 tests
[2025-10-13T23:00:11.267393] [INFO ] [CONFIGURE ] BVN: Testing feature 11/29: add_obv_daily
[2025-10-13T23:00:11.267424] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_obv_daily']
[2025-10-13T23:00:11.422714] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:11.571855] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:11.732065] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:11.886436] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:12.043183] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:12.199284] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:12.363877] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:12.520755] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:12.677734] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:12.833133] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:12.833281] [INFO ] [CONFIGURE ] BVN: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:00:12.833329] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.6s/test | Remaining: 2083 tests
[2025-10-13T23:00:12.833364] [INFO ] [CONFIGURE ] BVN: Testing feature 12/29: add_obv_interval
[2025-10-13T23:00:12.833396] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_obv_interval']
[2025-10-13T23:00:12.994112] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:13.148898] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:13.301315] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:13.453396] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:13.612304] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:13.766185] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:13.919179] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:14.072320] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:14.234192] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:14.400187] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:14.400435] [INFO ] [CONFIGURE ] BVN: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:00:14.400496] [INFO ] [CONFIGURE ] JOB ETA: 54.4m | Avg: 1.6s/test | Remaining: 2082 tests
[2025-10-13T23:00:14.400543] [INFO ] [CONFIGURE ] BVN: Testing feature 13/29: add_opening_strength
[2025-10-13T23:00:14.400580] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:00:14.564444] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:14.726051] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:14.886888] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:15.056120] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:15.222258] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:15.381051] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:15.537120] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:15.699234] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:15.861941] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:16.028001] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:16.028229] [INFO ] [CONFIGURE ] BVN: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:00:16.028329] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2081 tests
[2025-10-13T23:00:16.028384] [INFO ] [CONFIGURE ] BVN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:00:16.028418] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:00:16.202256] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:16.371909] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:16.534949] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:16.699468] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:16.871675] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:17.038735] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:17.205589] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:17.382069] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:17.563597] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:17.736173] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:17.736350] [INFO ] [CONFIGURE ] BVN: KEPT add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:00:17.736413] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2080 tests
[2025-10-13T23:00:17.736485] [INFO ] [CONFIGURE ] BVN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:00:17.736541] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-13T23:00:17.904015] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:18.072922] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:18.251512] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:18.427099] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:18.597392] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:18.776205] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:18.952244] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:19.128165] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:19.307354] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:19.488249] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:19.488459] [INFO ] [CONFIGURE ] BVN: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:00:19.488506] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2079 tests
[2025-10-13T23:00:19.488539] [INFO ] [CONFIGURE ] BVN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:00:19.488572] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-13T23:00:19.664039] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:19.850089] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:20.038283] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:20.213234] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:20.385022] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:20.556193] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:20.727830] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:20.897315] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:21.066991] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:21.248824] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:21.249226] [INFO ] [CONFIGURE ] BVN: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:00:21.249300] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2078 tests
[2025-10-13T23:00:21.249342] [INFO ] [CONFIGURE ] BVN: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:00:21.249375] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-13T23:00:21.451872] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:21.645515] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:21.838267] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:22.038064] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:22.242275] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:22.449975] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:22.655637] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:22.861949] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:23.081443] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:23.296929] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:23.297151] [INFO ] [CONFIGURE ] BVN: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:00:23.297197] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2077 tests
[2025-10-13T23:00:23.297236] [INFO ] [CONFIGURE ] BVN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:00:23.297269] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-13T23:00:23.474182] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:23.690929] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:23.879998] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:24.090341] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:24.341976] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:24.566532] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:24.814481] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:25.000413] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:25.178269] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:25.359249] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:25.359445] [INFO ] [CONFIGURE ] BVN: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:00:25.359518] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2076 tests
[2025-10-13T23:00:25.359558] [INFO ] [CONFIGURE ] BVN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:00:25.359717] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-13T23:00:25.537136] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:25.713481] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:25.875494] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:26.040720] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:26.218221] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:26.406870] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:26.589845] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:26.780451] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:26.972345] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:27.166292] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:27.166946] [INFO ] [CONFIGURE ] BVN: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:00:27.167098] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2075 tests
[2025-10-13T23:00:27.167147] [INFO ] [CONFIGURE ] BVN: Testing feature 20/29: add_price_rejection
[2025-10-13T23:00:27.167185] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-13T23:00:27.375267] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:27.579732] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:27.839486] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:28.039350] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:28.236139] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:28.426717] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:28.619566] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:28.813143] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:29.009780] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:29.209325] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:29.209554] [INFO ] [CONFIGURE ] BVN: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:00:29.209604] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2074 tests
[2025-10-13T23:00:29.209662] [INFO ] [CONFIGURE ] BVN: Testing feature 21/29: add_range_position
[2025-10-13T23:00:29.209724] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-13T23:00:29.445633] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:29.662465] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:29.853971] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:30.053328] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:30.251766] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:30.457857] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:30.651982] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:30.883263] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:31.082280] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:31.280513] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:31.280734] [INFO ] [CONFIGURE ] BVN: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:00:31.280794] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2073 tests
[2025-10-13T23:00:31.280831] [INFO ] [CONFIGURE ] BVN: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:00:31.280863] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-13T23:00:31.489806] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:31.698145] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:31.913822] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:32.116928] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:32.323081] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:32.540259] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:32.751559] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:32.960587] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:33.169690] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:33.380202] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:33.380375] [INFO ] [CONFIGURE ] BVN: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:00:33.380421] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2072 tests
[2025-10-13T23:00:33.380456] [INFO ] [CONFIGURE ] BVN: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:00:33.380487] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-13T23:00:33.556375] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:33.744177] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:33.948953] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:34.143357] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:34.338515] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:34.541134] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:34.741416] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:34.931721] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:35.119315] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:35.337084] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:35.337786] [INFO ] [CONFIGURE ] BVN: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:00:35.337845] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2071 tests
[2025-10-13T23:00:35.337886] [INFO ] [CONFIGURE ] BVN: Testing feature 24/29: add_rsi
[2025-10-13T23:00:35.337919] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-13T23:00:35.538000] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:35.736288] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:35.939011] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:36.140994] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:36.341610] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:00:36.550526] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:36.750484] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:36.986076] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:37.197023] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:37.399986] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:37.400164] [INFO ] [CONFIGURE ] BVN: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:00:37.400208] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2070 tests
[2025-10-13T23:00:37.400244] [INFO ] [CONFIGURE ] BVN: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:00:37.400275] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-13T23:00:37.570789] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:37.778828] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:37.950232] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:38.123538] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:38.303941] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:38.485009] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:38.665331] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:38.846730] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:39.029242] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:39.211166] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:39.211366] [INFO ] [CONFIGURE ] BVN: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:00:39.211442] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2069 tests
[2025-10-13T23:00:39.211502] [INFO ] [CONFIGURE ] BVN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:00:39.211539] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-13T23:00:39.386931] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:39.567532] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:39.742068] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:39.912542] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:40.095002] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:40.268805] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:40.441333] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:00:40.624515] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:40.799764] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:40.974523] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:00:40.974721] [INFO ] [CONFIGURE ] BVN: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:00:40.974779] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2068 tests
[2025-10-13T23:00:40.974816] [INFO ] [CONFIGURE ] BVN: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:00:40.974848] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-13T23:00:41.157358] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:41.349232] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:00:41.534775] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:41.721321] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:41.914843] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:42.102583] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:00:42.290831] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:42.498615] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:42.690463] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:42.883195] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:42.883428] [INFO ] [CONFIGURE ] BVN: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:00:42.883508] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2067 tests
[2025-10-13T23:00:42.883577] [INFO ] [CONFIGURE ] BVN: Testing feature 28/29: add_volume_profile
[2025-10-13T23:00:42.883633] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-13T23:00:43.064480] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:43.248139] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:43.426232] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:00:43.603946] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:43.777412] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:00:43.952143] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:44.127701] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:44.309209] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:44.486288] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:44.667504] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:44.667759] [INFO ] [CONFIGURE ] BVN: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:00:44.667814] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2066 tests
[2025-10-13T23:00:44.667850] [INFO ] [CONFIGURE ] BVN: Testing feature 29/29: add_vwap
[2025-10-13T23:00:44.667881] [INFO ] [CONFIGURE ] BVN: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-13T23:00:44.874543] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:45.049256] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:00:45.225931] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:00:45.409538] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:45.592271] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:00:45.770246] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:00:45.952126] [DEBUG] [FORECASTER] BVN: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:46.132270] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:00:46.317040] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:00:46.500920] [DEBUG] [FORECASTER] BVN: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:46.501150] [INFO ] [CONFIGURE ] BVN: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:00:46.501200] [INFO ] [CONFIGURE ] JOB ETA: 54.3m | Avg: 1.6s/test | Remaining: 2065 tests
[2025-10-13T23:00:46.501254] [INFO ] [CONFIGURE ] BVN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:00:46.501309] [INFO ] [CONFIGURE ] BVN: Best accuracy: 80.00%
[2025-10-13T23:00:46.501343] [INFO ] [CONFIGURE ] BVN: Best feature set (4 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:00:46.501375] [INFO ] [CONFIGURE ] BVN: Improvement over baseline: 50.00%
[2025-10-13T23:00:46.501403] [INFO ] [CONFIGURE ] BVN: Total time: 51.5 seconds
[2025-10-13T23:00:46.501430] [INFO ] [CONFIGURE ] BVN: Average time per feature: 1.8 seconds
[2025-10-13T23:00:46.501458] [INFO ] [CONFIGURE ] BVN: Average speed: 0.56 features/sec
[2025-10-13T23:00:46.502096] [INFO ] [LOCAL     ] Saved configuration for BVN: 4 features, 80.00% accuracy -> ./output/feature-sets/BVN.json
[2025-10-13T23:00:46.502151] [INFO ] [CONFIGURE ] BVN: Configuration saved successfully: 4 features, 80.00% accuracy.
[2025-10-13T23:00:46.502220] [INFO ] [sig       ] [20/91] Successfully configured BVN | 0.02 sym/s | Total: 15.5m | ETA: 54.9m
[2025-10-13T23:00:46.502285] [INFO ] [sig       ] [21/91] Configuring BWNB...
[2025-10-13T23:00:46.502339] [INFO ] [CONFIGURE ] BWNB: Configurate test run.
[2025-10-13T23:00:46.502402] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWNB' from 'https://tdm.silogroup.org/data/derivative_storage/BWNB.csv'.
[2025-10-13T23:00:46.514679] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWNB'.
[2025-10-13T23:00:46.514968] [INFO ] [CONFIGURE ] BWNB: Testing with 29 available features
[2025-10-13T23:00:46.515025] [INFO ] [CONFIGURE ] BWNB: Establishing baseline with no features...
[2025-10-13T23:00:46.626979] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:46.732844] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:46.839603] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:46.946360] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:47.055268] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:47.170757] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:47.280293] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:47.390513] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:47.508131] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:47.628151] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:47.628384] [INFO ] [CONFIGURE ] BWNB: Baseline score (no features): 40.00%
[2025-10-13T23:00:47.628452] [INFO ] [CONFIGURE ] BWNB: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:00:47.628489] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:00:47.752697] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:47.869191] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:47.996184] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:48.119264] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:48.244504] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:00:48.370427] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:48.509972] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:48.645762] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:48.787858] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:48.928800] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:48.929072] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:00:48.929125] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.6s/test | Remaining: 2064 tests
[2025-10-13T23:00:48.929165] [INFO ] [CONFIGURE ] BWNB: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:00:48.929200] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:00:49.081344] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:49.224115] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:49.362820] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:49.496816] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:49.645502] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:00:49.790968] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:00:49.937371] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:50.082226] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:50.233016] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:50.383395] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:50.383670] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:00:50.383738] [INFO ] [CONFIGURE ] JOB ETA: 54.2m | Avg: 1.6s/test | Remaining: 2063 tests
[2025-10-13T23:00:50.383781] [INFO ] [CONFIGURE ] BWNB: Testing feature 3/29: add_daily_returns
[2025-10-13T23:00:50.383841] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns']
[2025-10-13T23:00:50.503081] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:50.623663] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:50.748831] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:50.885886] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:51.018956] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:51.143615] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:51.273024] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:51.395104] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:51.521320] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:51.645834] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:51.646047] [INFO ] [CONFIGURE ] BWNB: KEPT add_daily_returns (score: 50.00%)
[2025-10-13T23:00:51.646097] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.6s/test | Remaining: 2062 tests
[2025-10-13T23:00:51.646138] [INFO ] [CONFIGURE ] BWNB: Testing feature 4/29: add_ema
[2025-10-13T23:00:51.646176] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:00:51.776986] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:51.917596] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:52.126042] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:52.262234] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:52.403959] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:52.550631] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:00:52.697299] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:52.854089] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:53.003191] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:53.159114] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:53.159366] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:00:53.159417] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.6s/test | Remaining: 2061 tests
[2025-10-13T23:00:53.159458] [INFO ] [CONFIGURE ] BWNB: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:00:53.159494] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:00:53.323097] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:53.480866] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:53.654250] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:53.801015] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:53.947292] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:00:54.090919] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:00:54.243586] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:54.390435] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:00:54.532222] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:54.673383] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:54.673565] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:00:54.673618] [INFO ] [CONFIGURE ] JOB ETA: 54.1m | Avg: 1.6s/test | Remaining: 2060 tests
[2025-10-13T23:00:54.673703] [INFO ] [CONFIGURE ] BWNB: Testing feature 6/29: add_failed_moves
[2025-10-13T23:00:54.673759] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:00:54.789163] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:54.905616] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:55.025248] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:55.161765] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:55.281619] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:00:55.401197] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:00:55.517868] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:55.635448] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:55.757548] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:55.880563] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:55.880807] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T23:00:55.880859] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.6s/test | Remaining: 2059 tests
[2025-10-13T23:00:55.880896] [INFO ] [CONFIGURE ] BWNB: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:00:55.880928] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:00:55.996875] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:56.104064] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:56.210213] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:56.317406] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:56.425004] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:56.538757] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:56.654419] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:56.768701] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:56.878433] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:56.988754] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:56.988903] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:00:56.988945] [INFO ] [CONFIGURE ] JOB ETA: 54.0m | Avg: 1.6s/test | Remaining: 2058 tests
[2025-10-13T23:00:56.988979] [INFO ] [CONFIGURE ] BWNB: Testing feature 8/29: add_macd
[2025-10-13T23:00:56.989010] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:00:57.132323] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:00:57.275481] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:57.426352] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:57.573335] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:00:57.734438] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:57.911320] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:58.085637] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:58.251356] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:58.400493] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:58.549417] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:58.549620] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_macd (score: 30.00%)
[2025-10-13T23:00:58.549697] [INFO ] [CONFIGURE ] JOB ETA: 53.9m | Avg: 1.6s/test | Remaining: 2057 tests
[2025-10-13T23:00:58.549747] [INFO ] [CONFIGURE ] BWNB: Testing feature 9/29: add_mfi
[2025-10-13T23:00:58.549779] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:00:58.672983] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:00:58.797193] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:00:58.920134] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:00:59.046814] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:00:59.172034] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:00:59.301014] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:00:59.433434] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:00:59.559770] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:00:59.685198] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:00:59.817416] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:00:59.817662] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:00:59.817725] [INFO ] [CONFIGURE ] JOB ETA: 53.9m | Avg: 1.6s/test | Remaining: 2056 tests
[2025-10-13T23:00:59.817763] [INFO ] [CONFIGURE ] BWNB: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:00:59.817795] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:00:59.954449] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:00.097448] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:00.240046] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:00.384718] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:00.541691] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:00.683954] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:00.833144] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:00.994412] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:01.147882] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:01.299006] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:01.299358] [INFO ] [CONFIGURE ] BWNB: KEPT add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:01:01.299420] [INFO ] [CONFIGURE ] JOB ETA: 53.9m | Avg: 1.6s/test | Remaining: 2055 tests
[2025-10-13T23:01:01.299460] [INFO ] [CONFIGURE ] BWNB: Testing feature 11/29: add_obv_daily
[2025-10-13T23:01:01.299492] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:01:01.449151] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:01.624227] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:01.779104] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:01.935153] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:02.089784] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:02.254832] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:02.405355] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:02.555996] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:02.706164] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:02.856775] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:02.856966] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:01:02.857101] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.6s/test | Remaining: 2054 tests
[2025-10-13T23:01:02.857160] [INFO ] [CONFIGURE ] BWNB: Testing feature 12/29: add_obv_interval
[2025-10-13T23:01:02.857195] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:01:03.008395] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:03.152468] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:03.295834] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:03.440402] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:03.592459] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:01:03.742252] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:03.891623] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:04.045995] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:04.194276] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:04.355203] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:04.355416] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:01:04.355480] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.6s/test | Remaining: 2053 tests
[2025-10-13T23:01:04.355520] [INFO ] [CONFIGURE ] BWNB: Testing feature 13/29: add_opening_strength
[2025-10-13T23:01:04.355554] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_opening_strength']
[2025-10-13T23:01:04.544893] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:04.697888] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:04.849677] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:05.011114] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:05.184268] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:05.356202] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:05.522118] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:05.682522] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:05.838762] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:05.994408] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:05.994605] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:01:05.994690] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.6s/test | Remaining: 2052 tests
[2025-10-13T23:01:05.994741] [INFO ] [CONFIGURE ] BWNB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:01:05.994774] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:01:06.157057] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:06.319324] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:06.486264] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:06.648585] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:06.812921] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:06.979787] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:07.150736] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:07.316765] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:07.483980] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:07.655420] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:07.655629] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:01:07.655724] [INFO ] [CONFIGURE ] JOB ETA: 53.8m | Avg: 1.6s/test | Remaining: 2051 tests
[2025-10-13T23:01:07.655767] [INFO ] [CONFIGURE ] BWNB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:01:07.655988] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-13T23:01:07.822680] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:07.980554] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:08.137829] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:08.296922] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:01:08.460129] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:08.645045] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:08.810586] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:08.987816] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:09.145219] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:09.308197] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:09.308464] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:01:09.308541] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.6s/test | Remaining: 2050 tests
[2025-10-13T23:01:09.308599] [INFO ] [CONFIGURE ] BWNB: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:01:09.308634] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:01:09.465669] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:09.629868] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:09.789770] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:09.955374] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:10.121616] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:10.289048] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:10.454353] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:10.656836] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:10.827436] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:10.996401] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:10.996582] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:01:10.996628] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.6s/test | Remaining: 2049 tests
[2025-10-13T23:01:10.996700] [INFO ] [CONFIGURE ] BWNB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:01:10.996746] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-13T23:01:11.148318] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:11.307363] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:11.457990] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:11.604395] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:11.752963] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:01:11.905203] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:12.063260] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:12.221860] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:12.371801] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:12.523351] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:12.523562] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:01:12.523612] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.6s/test | Remaining: 2048 tests
[2025-10-13T23:01:12.523678] [INFO ] [CONFIGURE ] BWNB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:01:12.523734] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-13T23:01:12.675317] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:12.823116] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:12.970504] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:13.117667] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:01:13.267171] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:13.428569] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:13.582997] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:13.733879] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:13.884315] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:14.040746] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:14.040939] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:01:14.040997] [INFO ] [CONFIGURE ] JOB ETA: 53.7m | Avg: 1.6s/test | Remaining: 2047 tests
[2025-10-13T23:01:14.041034] [INFO ] [CONFIGURE ] BWNB: Testing feature 20/29: add_price_rejection
[2025-10-13T23:01:14.041066] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-13T23:01:14.195787] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:14.350573] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:14.504464] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:14.661490] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:14.822309] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:14.980111] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:15.138337] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:15.296343] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:15.462753] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:15.623878] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:15.624134] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:01:15.624200] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2046 tests
[2025-10-13T23:01:15.624237] [INFO ] [CONFIGURE ] BWNB: Testing feature 21/29: add_range_position
[2025-10-13T23:01:15.624268] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-13T23:01:15.790479] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:15.956922] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:16.125446] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:16.291518] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:16.458999] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:16.648477] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:16.851127] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:17.075066] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:17.312192] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:17.534479] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:17.534815] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:01:17.534892] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2045 tests
[2025-10-13T23:01:17.534958] [INFO ] [CONFIGURE ] BWNB: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:01:17.535014] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-13T23:01:17.747245] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:01:17.942340] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:18.123008] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:18.320178] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:18.495693] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:18.672111] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:18.857182] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:19.053577] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:19.251934] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:01:19.441176] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:19.441373] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:01:19.441418] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2044 tests
[2025-10-13T23:01:19.441455] [INFO ] [CONFIGURE ] BWNB: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:01:19.441487] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-13T23:01:19.599045] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:19.768439] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:19.917845] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:20.067439] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:20.219628] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:20.393234] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:20.551420] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:20.702197] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:20.853239] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:21.005369] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:21.005553] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:01:21.005597] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2043 tests
[2025-10-13T23:01:21.005633] [INFO ] [CONFIGURE ] BWNB: Testing feature 24/29: add_rsi
[2025-10-13T23:01:21.005705] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-13T23:01:21.172877] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:01:21.338396] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:21.545289] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:21.743509] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:21.937540] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:22.106838] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:22.274192] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:22.449439] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:22.618110] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:22.813059] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:22.813229] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:01:22.813273] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2042 tests
[2025-10-13T23:01:22.813312] [INFO ] [CONFIGURE ] BWNB: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:01:22.813344] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-13T23:01:22.959020] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:23.110785] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:23.268593] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:23.415827] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:23.562639] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:01:23.721304] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:23.875503] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:24.036559] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:24.181939] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:24.335349] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:24.335559] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:01:24.335611] [INFO ] [CONFIGURE ] JOB ETA: 53.6m | Avg: 1.6s/test | Remaining: 2041 tests
[2025-10-13T23:01:24.335674] [INFO ] [CONFIGURE ] BWNB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:01:24.335729] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-13T23:01:24.492290] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:24.648355] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:24.804843] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:24.950480] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:25.094857] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:01:25.241865] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:25.390560] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:25.538222] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:25.693445] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:25.845740] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:25.845961] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:01:25.846009] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.6s/test | Remaining: 2040 tests
[2025-10-13T23:01:25.846044] [INFO ] [CONFIGURE ] BWNB: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:01:25.846075] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-13T23:01:25.999167] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:26.151352] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:26.305885] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:26.458549] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:26.611124] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:01:26.764507] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:26.922208] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:27.081668] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:27.240475] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:27.403542] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:27.403861] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:01:27.403919] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.6s/test | Remaining: 2039 tests
[2025-10-13T23:01:27.403958] [INFO ] [CONFIGURE ] BWNB: Testing feature 28/29: add_volume_profile
[2025-10-13T23:01:27.403993] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-13T23:01:27.584589] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:27.759454] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:27.927298] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:28.090400] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:28.240970] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:28.391165] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:28.541500] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:28.700721] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:28.874930] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:29.043476] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:29.043781] [INFO ] [CONFIGURE ] BWNB: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:01:29.043842] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.6s/test | Remaining: 2038 tests
[2025-10-13T23:01:29.043882] [INFO ] [CONFIGURE ] BWNB: Testing feature 29/29: add_vwap
[2025-10-13T23:01:29.043917] [INFO ] [CONFIGURE ] BWNB: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-13T23:01:29.212842] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:01:29.386812] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:01:29.562106] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:01:29.770590] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:29.953834] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:01:30.127376] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:30.298261] [DEBUG] [FORECASTER] BWNB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:01:30.487807] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:30.668327] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:01:30.849055] [DEBUG] [FORECASTER] BWNB: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:01:30.849331] [INFO ] [CONFIGURE ] BWNB: KEPT add_vwap (score: 70.00%)
[2025-10-13T23:01:30.849383] [INFO ] [CONFIGURE ] JOB ETA: 53.5m | Avg: 1.6s/test | Remaining: 2037 tests
[2025-10-13T23:01:30.849423] [INFO ] [CONFIGURE ] BWNB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:01:30.849455] [INFO ] [CONFIGURE ] BWNB: Best accuracy: 70.00%
[2025-10-13T23:01:30.849491] [INFO ] [CONFIGURE ] BWNB: Best feature set (4 features): ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-13T23:01:30.849522] [INFO ] [CONFIGURE ] BWNB: Improvement over baseline: 30.00%
[2025-10-13T23:01:30.849551] [INFO ] [CONFIGURE ] BWNB: Total time: 43.2 seconds
[2025-10-13T23:01:30.849579] [INFO ] [CONFIGURE ] BWNB: Average time per feature: 1.5 seconds
[2025-10-13T23:01:30.849608] [INFO ] [CONFIGURE ] BWNB: Average speed: 0.67 features/sec
[2025-10-13T23:01:30.850533] [INFO ] [LOCAL     ] Saved configuration for BWNB: 4 features, 70.00% accuracy -> ./output/feature-sets/BWNB.json
[2025-10-13T23:01:30.850591] [INFO ] [CONFIGURE ] BWNB: Configuration saved successfully: 4 features, 70.00% accuracy.
[2025-10-13T23:01:30.850666] [INFO ] [sig       ] [21/91] Successfully configured BWNB | 0.02 sym/s | Total: 16.2m | ETA: 54.0m
[2025-10-13T23:01:30.850727] [INFO ] [sig       ] [22/91] Configuring BY...
[2025-10-13T23:01:30.850762] [INFO ] [CONFIGURE ] BY: Configurate test run.
[2025-10-13T23:01:30.850824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BY' from 'https://tdm.silogroup.org/data/derivative_storage/BY.csv'.
[2025-10-13T23:01:30.867600] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BY'.
[2025-10-13T23:01:30.868189] [INFO ] [CONFIGURE ] BY: Testing with 29 available features
[2025-10-13T23:01:30.868265] [INFO ] [CONFIGURE ] BY: Establishing baseline with no features...
[2025-10-13T23:01:30.988286] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:31.102706] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:31.221051] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:31.353580] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:01:31.472696] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:31.602190] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:31.730502] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:31.874250] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:01:32.003266] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:01:32.133551] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:32.133821] [INFO ] [CONFIGURE ] BY: Baseline score (no features): 40.00%
[2025-10-13T23:01:32.133913] [INFO ] [CONFIGURE ] BY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:01:32.133973] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:01:32.286050] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:32.424381] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:32.556224] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:32.693158] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:32.844988] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:01:33.018891] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:33.153269] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:33.292543] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:33.436854] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:01:33.571767] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:33.571960] [INFO ] [CONFIGURE ] BY: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:01:33.572004] [INFO ] [CONFIGURE ] JOB ETA: 53.4m | Avg: 1.6s/test | Remaining: 2036 tests
[2025-10-13T23:01:33.572037] [INFO ] [CONFIGURE ] BY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:01:33.572068] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:01:33.695721] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:33.821088] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:33.941994] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:34.061618] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:34.182960] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:34.309127] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:34.429912] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:34.551826] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:34.676917] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:34.800671] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:34.800841] [INFO ] [CONFIGURE ] BY: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-13T23:01:34.800885] [INFO ] [CONFIGURE ] JOB ETA: 53.4m | Avg: 1.6s/test | Remaining: 2035 tests
[2025-10-13T23:01:34.800919] [INFO ] [CONFIGURE ] BY: Testing feature 3/29: add_daily_returns
[2025-10-13T23:01:34.800950] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:01:34.930561] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:35.055340] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:35.179042] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:35.304779] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:35.434016] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:35.567960] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:35.694796] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:35.826533] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:35.953542] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:36.084184] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:36.084317] [INFO ] [CONFIGURE ] BY: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:01:36.084361] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.6s/test | Remaining: 2034 tests
[2025-10-13T23:01:36.084397] [INFO ] [CONFIGURE ] BY: Testing feature 4/29: add_ema
[2025-10-13T23:01:36.084428] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:01:36.229782] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:36.374205] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:36.517502] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:36.661524] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:36.830801] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:36.974795] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:37.120534] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:37.265941] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:37.420371] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:37.569975] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:37.570206] [INFO ] [CONFIGURE ] BY: DISCARDED add_ema (score: 80.00%)
[2025-10-13T23:01:37.570277] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.6s/test | Remaining: 2033 tests
[2025-10-13T23:01:37.570325] [INFO ] [CONFIGURE ] BY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:01:37.570358] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:01:37.721781] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:37.873045] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:38.028890] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:38.178769] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:38.329059] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:38.482919] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:38.642591] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:38.800497] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:38.962061] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:39.118472] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:39.118684] [INFO ] [CONFIGURE ] BY: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:01:39.118745] [INFO ] [CONFIGURE ] JOB ETA: 53.3m | Avg: 1.6s/test | Remaining: 2032 tests
[2025-10-13T23:01:39.118784] [INFO ] [CONFIGURE ] BY: Testing feature 6/29: add_failed_moves
[2025-10-13T23:01:39.118816] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:01:39.252281] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:39.384328] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:39.514399] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:39.640093] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:39.766492] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:39.897853] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:40.028144] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:40.161123] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:40.320097] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:40.482296] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:40.482588] [INFO ] [CONFIGURE ] BY: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:01:40.482678] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.6s/test | Remaining: 2031 tests
[2025-10-13T23:01:40.482737] [INFO ] [CONFIGURE ] BY: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:01:40.482776] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:01:40.624841] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:40.769524] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:40.947240] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:41.092408] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:41.230579] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:41.378158] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:41.520451] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:41.664763] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:41.812963] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:41.955981] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:41.956257] [INFO ] [CONFIGURE ] BY: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:01:41.956307] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.6s/test | Remaining: 2030 tests
[2025-10-13T23:01:41.956343] [INFO ] [CONFIGURE ] BY: Testing feature 8/29: add_macd
[2025-10-13T23:01:41.956377] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:01:42.138047] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:42.323452] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:42.510935] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:42.691766] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:42.888211] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:43.082355] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:43.283457] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:43.468879] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:43.658057] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:43.855270] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:43.855554] [INFO ] [CONFIGURE ] BY: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:01:43.855716] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.6s/test | Remaining: 2029 tests
[2025-10-13T23:01:43.855781] [INFO ] [CONFIGURE ] BY: Testing feature 9/29: add_mfi
[2025-10-13T23:01:43.855820] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:01:44.021067] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:44.179332] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:44.353949] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:44.502024] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:44.646921] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:44.793989] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:44.936410] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:45.079790] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:45.220037] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:45.361076] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:45.361253] [INFO ] [CONFIGURE ] BY: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:01:45.361317] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.6s/test | Remaining: 2028 tests
[2025-10-13T23:01:45.361355] [INFO ] [CONFIGURE ] BY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:01:45.361386] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:01:45.516467] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:45.679364] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:45.838363] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:45.993389] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:46.149741] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:46.302872] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:46.457574] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:46.609809] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:46.768833] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:46.923808] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:46.924023] [INFO ] [CONFIGURE ] BY: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:01:46.924087] [INFO ] [CONFIGURE ] JOB ETA: 53.2m | Avg: 1.6s/test | Remaining: 2027 tests
[2025-10-13T23:01:46.924137] [INFO ] [CONFIGURE ] BY: Testing feature 11/29: add_obv_daily
[2025-10-13T23:01:46.924193] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:01:47.053476] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:47.181603] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:47.315810] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:47.449243] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:47.580861] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:47.714072] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:47.858605] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:48.002714] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:48.134977] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:48.267321] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:48.267473] [INFO ] [CONFIGURE ] BY: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T23:01:48.267516] [INFO ] [CONFIGURE ] JOB ETA: 53.1m | Avg: 1.6s/test | Remaining: 2026 tests
[2025-10-13T23:01:48.267550] [INFO ] [CONFIGURE ] BY: Testing feature 12/29: add_obv_interval
[2025-10-13T23:01:48.267635] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:01:48.392999] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:48.521032] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:48.648902] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:48.776812] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:48.904600] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:49.032868] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:49.165180] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:49.311242] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:49.458902] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:49.601612] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:49.601813] [INFO ] [CONFIGURE ] BY: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:01:49.601864] [INFO ] [CONFIGURE ] JOB ETA: 53.1m | Avg: 1.6s/test | Remaining: 2025 tests
[2025-10-13T23:01:49.601901] [INFO ] [CONFIGURE ] BY: Testing feature 13/29: add_opening_strength
[2025-10-13T23:01:49.601932] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:01:49.739179] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:49.877983] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:50.045427] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:50.183584] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:50.333064] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:50.489722] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:50.651949] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:50.816981] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:50.965102] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:51.114936] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:51.115102] [INFO ] [CONFIGURE ] BY: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:01:51.115146] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.6s/test | Remaining: 2024 tests
[2025-10-13T23:01:51.115180] [INFO ] [CONFIGURE ] BY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:01:51.115210] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-13T23:01:51.262612] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:51.411399] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:51.559339] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:51.705936] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:51.858607] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:52.006728] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:52.151782] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:52.297273] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:52.456137] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:52.609040] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:52.609204] [INFO ] [CONFIGURE ] BY: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:01:52.609249] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.6s/test | Remaining: 2023 tests
[2025-10-13T23:01:52.609283] [INFO ] [CONFIGURE ] BY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:01:52.609314] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-13T23:01:52.735257] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:52.866553] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:52.992526] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:53.121822] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:53.248930] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:53.377191] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:53.506877] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:53.640216] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:53.773193] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:53.911220] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:53.911450] [INFO ] [CONFIGURE ] BY: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:01:53.911501] [INFO ] [CONFIGURE ] JOB ETA: 53.0m | Avg: 1.6s/test | Remaining: 2022 tests
[2025-10-13T23:01:53.911538] [INFO ] [CONFIGURE ] BY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:01:53.911570] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-13T23:01:54.045985] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:01:54.181601] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:54.324773] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:01:54.461814] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:54.605573] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:54.766597] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:54.916766] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:55.057765] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:55.195450] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:55.334940] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:55.335112] [INFO ] [CONFIGURE ] BY: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:01:55.335156] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.6s/test | Remaining: 2021 tests
[2025-10-13T23:01:55.335190] [INFO ] [CONFIGURE ] BY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:01:55.335221] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-13T23:01:55.472465] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:55.611579] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:55.750083] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:55.889539] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:56.032801] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:56.174504] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:56.314029] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:56.459314] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:56.603382] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:56.744286] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:56.744440] [INFO ] [CONFIGURE ] BY: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:01:56.744484] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.6s/test | Remaining: 2020 tests
[2025-10-13T23:01:56.744518] [INFO ] [CONFIGURE ] BY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:01:56.744549] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-13T23:01:56.871123] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:56.996916] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:57.132790] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:57.261045] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:57.390452] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:57.518808] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:01:57.652771] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:57.783279] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:57.918092] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:58.052362] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:58.052556] [INFO ] [CONFIGURE ] BY: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:01:58.052602] [INFO ] [CONFIGURE ] JOB ETA: 52.9m | Avg: 1.6s/test | Remaining: 2019 tests
[2025-10-13T23:01:58.052637] [INFO ] [CONFIGURE ] BY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:01:58.052713] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-13T23:01:58.180759] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:58.306522] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:58.435246] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:58.563341] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:01:58.693105] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:01:58.820881] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:01:58.950478] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:01:59.116395] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:01:59.249584] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:01:59.381161] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:01:59.381326] [INFO ] [CONFIGURE ] BY: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:01:59.381370] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.6s/test | Remaining: 2018 tests
[2025-10-13T23:01:59.381406] [INFO ] [CONFIGURE ] BY: Testing feature 20/29: add_price_rejection
[2025-10-13T23:01:59.381437] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-13T23:01:59.516146] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:01:59.653497] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:01:59.798408] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:01:59.936485] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:00.075013] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:00.214528] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:00.352574] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:00.499490] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:00.646099] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:00.787862] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:00.788062] [INFO ] [CONFIGURE ] BY: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:02:00.788137] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.6s/test | Remaining: 2017 tests
[2025-10-13T23:02:00.788199] [INFO ] [CONFIGURE ] BY: Testing feature 21/29: add_range_position
[2025-10-13T23:02:00.788234] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-13T23:02:00.935999] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:01.083173] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:01.229399] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:01.377226] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:01.536298] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:01.690274] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:02:01.843892] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:01.992052] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:02.162338] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:02.329264] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:02.329465] [INFO ] [CONFIGURE ] BY: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:02:02.329529] [INFO ] [CONFIGURE ] JOB ETA: 52.8m | Avg: 1.6s/test | Remaining: 2016 tests
[2025-10-13T23:02:02.329691] [INFO ] [CONFIGURE ] BY: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:02:02.329746] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-13T23:02:02.513551] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:02.700433] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:02.885777] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:03.069348] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:03.273890] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:03.459109] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:03.638436] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:03.824317] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:04.006540] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:04.189766] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:04.190158] [INFO ] [CONFIGURE ] BY: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:02:04.190232] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.6s/test | Remaining: 2015 tests
[2025-10-13T23:02:04.190277] [INFO ] [CONFIGURE ] BY: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:02:04.190314] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_recent_range_context']
[2025-10-13T23:02:04.361917] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:04.512224] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:04.659706] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:04.814300] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:04.978010] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:05.134997] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:02:05.290088] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:05.456613] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:05.603423] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:05.746005] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:05.746217] [INFO ] [CONFIGURE ] BY: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:02:05.746287] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.6s/test | Remaining: 2014 tests
[2025-10-13T23:02:05.746346] [INFO ] [CONFIGURE ] BY: Testing feature 24/29: add_rsi
[2025-10-13T23:02:05.746382] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-13T23:02:05.899068] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:06.055345] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:06.209500] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:06.364011] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:06.535628] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:06.694132] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:06.851724] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:07.010217] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:07.165444] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:07.322376] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:07.322570] [INFO ] [CONFIGURE ] BY: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:02:07.322633] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.6s/test | Remaining: 2013 tests
[2025-10-13T23:02:07.322713] [INFO ] [CONFIGURE ] BY: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:02:07.322751] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_tick_distribution']
[2025-10-13T23:02:07.463093] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:07.602692] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:07.736213] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:07.878260] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:08.022148] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:08.158052] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:08.295570] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:08.472362] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:08.623346] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:08.762826] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:08.763019] [INFO ] [CONFIGURE ] BY: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:02:08.763065] [INFO ] [CONFIGURE ] JOB ETA: 52.7m | Avg: 1.6s/test | Remaining: 2012 tests
[2025-10-13T23:02:08.763121] [INFO ] [CONFIGURE ] BY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:02:08.763178] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-13T23:02:08.905491] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:09.042252] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:09.179861] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:09.313988] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:09.454297] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:09.599722] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:02:09.747376] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:09.903350] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:10.073883] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:10.257317] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:10.257671] [INFO ] [CONFIGURE ] BY: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:02:10.257755] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.6s/test | Remaining: 2011 tests
[2025-10-13T23:02:10.257820] [INFO ] [CONFIGURE ] BY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:02:10.257873] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-13T23:02:10.466584] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:10.639280] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:10.814191] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:10.968363] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:11.116305] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:11.257545] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:11.400585] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:11.545558] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:11.688390] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:11.838272] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:11.838459] [INFO ] [CONFIGURE ] BY: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:02:11.838506] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.6s/test | Remaining: 2010 tests
[2025-10-13T23:02:11.838546] [INFO ] [CONFIGURE ] BY: Testing feature 28/29: add_volume_profile
[2025-10-13T23:02:11.838579] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_volume_profile']
[2025-10-13T23:02:11.970273] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:12.099104] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:12.252348] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:12.382104] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:12.511429] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:12.646465] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:02:12.777932] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:12.924807] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:13.061415] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:13.198045] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:13.198303] [INFO ] [CONFIGURE ] BY: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:02:13.198351] [INFO ] [CONFIGURE ] JOB ETA: 52.6m | Avg: 1.6s/test | Remaining: 2009 tests
[2025-10-13T23:02:13.198392] [INFO ] [CONFIGURE ] BY: Testing feature 29/29: add_vwap
[2025-10-13T23:02:13.198427] [INFO ] [CONFIGURE ] BY: Testing with features: ['add_cumulative_delta', 'add_vwap']
[2025-10-13T23:02:13.333592] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:13.474603] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:13.616594] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:02:13.756105] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:13.894537] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:14.036076] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:02:14.176784] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:14.315446] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:14.455636] [DEBUG] [FORECASTER] BY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:14.596357] [DEBUG] [FORECASTER] BY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:14.596590] [INFO ] [CONFIGURE ] BY: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:02:14.596665] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.6s/test | Remaining: 2008 tests
[2025-10-13T23:02:14.596782] [INFO ] [CONFIGURE ] BY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:02:14.596822] [INFO ] [CONFIGURE ] BY: Best accuracy: 80.00%
[2025-10-13T23:02:14.596854] [INFO ] [CONFIGURE ] BY: Best feature set (1 features): ['add_cumulative_delta']
[2025-10-13T23:02:14.596882] [INFO ] [CONFIGURE ] BY: Improvement over baseline: 40.00%
[2025-10-13T23:02:14.596909] [INFO ] [CONFIGURE ] BY: Total time: 42.5 seconds
[2025-10-13T23:02:14.596936] [INFO ] [CONFIGURE ] BY: Average time per feature: 1.5 seconds
[2025-10-13T23:02:14.596962] [INFO ] [CONFIGURE ] BY: Average speed: 0.68 features/sec
[2025-10-13T23:02:14.597549] [INFO ] [LOCAL     ] Saved configuration for BY: 1 features, 80.00% accuracy -> ./output/feature-sets/BY.json
[2025-10-13T23:02:14.597630] [INFO ] [CONFIGURE ] BY: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:02:14.597722] [INFO ] [sig       ] [22/91] Successfully configured BY | 0.02 sym/s | Total: 16.9m | ETA: 53.1m
[2025-10-13T23:02:14.597790] [INFO ] [sig       ] [23/91] Configuring CBU...
[2025-10-13T23:02:14.597845] [INFO ] [CONFIGURE ] CBU: Configurate test run.
[2025-10-13T23:02:14.597907] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBU' from 'https://tdm.silogroup.org/data/derivative_storage/CBU.csv'.
[2025-10-13T23:02:14.610360] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBU'.
[2025-10-13T23:02:14.610739] [INFO ] [CONFIGURE ] CBU: Testing with 29 available features
[2025-10-13T23:02:14.610795] [INFO ] [CONFIGURE ] CBU: Establishing baseline with no features...
[2025-10-13T23:02:14.712769] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:14.814137] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:14.933233] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:15.050776] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:15.167255] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:15.284669] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:02:15.403010] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:15.525776] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:15.645412] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:15.763143] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:15.763300] [INFO ] [CONFIGURE ] CBU: Baseline score (no features): 90.00%
[2025-10-13T23:02:15.763347] [INFO ] [CONFIGURE ] CBU: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:02:15.763382] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:02:15.894026] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.009669] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.125167] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.241636] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:16.357191] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:16.473081] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.589174] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.708879] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.848037] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.987519] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:16.987810] [INFO ] [CONFIGURE ] CBU: KEPT add_bollinger_bands (score: 100.00%)
[2025-10-13T23:02:16.987887] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.6s/test | Remaining: 2007 tests
[2025-10-13T23:02:16.987932] [INFO ] [CONFIGURE ] CBU: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:02:16.987972] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:02:17.139468] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:17.291567] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:17.445817] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:17.593497] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:17.737680] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:17.886095] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:02:18.043952] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.196862] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.353331] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.504250] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.504424] [INFO ] [CONFIGURE ] CBU: DISCARDED add_cumulative_delta (score: 80.00%)
[2025-10-13T23:02:18.504470] [INFO ] [CONFIGURE ] JOB ETA: 52.5m | Avg: 1.6s/test | Remaining: 2006 tests
[2025-10-13T23:02:18.504505] [INFO ] [CONFIGURE ] CBU: Testing feature 3/29: add_daily_returns
[2025-10-13T23:02:18.504537] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:02:18.624369] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.746079] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.874998] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:18.999978] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:19.125761] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:19.256967] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:19.388973] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:19.518742] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:19.642659] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:19.771776] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:19.771922] [INFO ] [CONFIGURE ] CBU: DISCARDED add_daily_returns (score: 100.00%)
[2025-10-13T23:02:19.771967] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.6s/test | Remaining: 2005 tests
[2025-10-13T23:02:19.772003] [INFO ] [CONFIGURE ] CBU: Testing feature 4/29: add_ema
[2025-10-13T23:02:19.772083] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:02:19.903231] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:20.050212] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:20.195172] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:20.355636] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:20.493579] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:20.630559] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:20.762108] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:20.899066] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.033528] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.171346] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.171556] [INFO ] [CONFIGURE ] CBU: DISCARDED add_ema (score: 100.00%)
[2025-10-13T23:02:21.171601] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.6s/test | Remaining: 2004 tests
[2025-10-13T23:02:21.171637] [INFO ] [CONFIGURE ] CBU: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:02:21.171714] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:02:21.312954] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.458913] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.608636] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:21.750159] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:21.892733] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:22.041934] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.186006] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.328487] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.470971] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.619678] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.619962] [INFO ] [CONFIGURE ] CBU: DISCARDED add_exhaustion_signals (score: 90.00%)
[2025-10-13T23:02:22.620019] [INFO ] [CONFIGURE ] JOB ETA: 52.4m | Avg: 1.6s/test | Remaining: 2003 tests
[2025-10-13T23:02:22.620056] [INFO ] [CONFIGURE ] CBU: Testing feature 6/29: add_failed_moves
[2025-10-13T23:02:22.620087] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:02:22.741557] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.863229] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:22.991390] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.121165] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:23.243845] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:23.366413] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.489880] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.614028] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.741809] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.869157] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:23.869354] [INFO ] [CONFIGURE ] CBU: DISCARDED add_failed_moves (score: 100.00%)
[2025-10-13T23:02:23.869399] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.6s/test | Remaining: 2002 tests
[2025-10-13T23:02:23.869433] [INFO ] [CONFIGURE ] CBU: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:02:23.869463] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:02:23.983508] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.098427] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.222385] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.345191] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:24.464683] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:24.583754] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.709527] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.832786] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:24.957904] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:25.084623] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:25.084828] [INFO ] [CONFIGURE ] CBU: DISCARDED add_lag_shelf (score: 100.00%)
[2025-10-13T23:02:25.084879] [INFO ] [CONFIGURE ] JOB ETA: 52.3m | Avg: 1.6s/test | Remaining: 2001 tests
[2025-10-13T23:02:25.084915] [INFO ] [CONFIGURE ] CBU: Testing feature 8/29: add_macd
[2025-10-13T23:02:25.084947] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:02:25.251204] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:25.410281] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:25.567024] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:25.726905] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:25.897358] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:26.061553] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:02:26.248266] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:26.447183] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:26.637538] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:26.801217] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:26.801429] [INFO ] [CONFIGURE ] CBU: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:02:26.801587] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.6s/test | Remaining: 2000 tests
[2025-10-13T23:02:26.801631] [INFO ] [CONFIGURE ] CBU: Testing feature 9/29: add_mfi
[2025-10-13T23:02:26.801705] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:02:26.930405] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:27.084846] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:27.221310] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:27.364487] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:27.492386] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:27.620719] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:27.751044] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:27.879834] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.011528] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.160963] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.161128] [INFO ] [CONFIGURE ] CBU: DISCARDED add_mfi (score: 100.00%)
[2025-10-13T23:02:28.161176] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.6s/test | Remaining: 1999 tests
[2025-10-13T23:02:28.161213] [INFO ] [CONFIGURE ] CBU: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:02:28.161256] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:02:28.321104] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.485163] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.658141] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:28.826774] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:28.994269] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:29.163460] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:29.322552] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:29.477992] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:29.669313] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:29.822237] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:29.822431] [INFO ] [CONFIGURE ] CBU: DISCARDED add_momentum_acceleration (score: 100.00%)
[2025-10-13T23:02:29.822494] [INFO ] [CONFIGURE ] JOB ETA: 52.2m | Avg: 1.6s/test | Remaining: 1998 tests
[2025-10-13T23:02:29.822532] [INFO ] [CONFIGURE ] CBU: Testing feature 11/29: add_obv_daily
[2025-10-13T23:02:29.822564] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:02:29.947544] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:30.072068] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:30.197874] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:30.328538] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:30.465757] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:30.602421] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:30.735892] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:30.870122] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.006618] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.142046] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.142252] [INFO ] [CONFIGURE ] CBU: DISCARDED add_obv_daily (score: 90.00%)
[2025-10-13T23:02:31.142300] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.6s/test | Remaining: 1997 tests
[2025-10-13T23:02:31.142335] [INFO ] [CONFIGURE ] CBU: Testing feature 12/29: add_obv_interval
[2025-10-13T23:02:31.142368] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:02:31.272454] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.403945] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.537037] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:31.669214] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:31.792610] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:31.918061] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.040881] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.162612] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.288468] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.412674] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.412884] [INFO ] [CONFIGURE ] CBU: DISCARDED add_obv_interval (score: 100.00%)
[2025-10-13T23:02:32.412948] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.6s/test | Remaining: 1996 tests
[2025-10-13T23:02:32.412988] [INFO ] [CONFIGURE ] CBU: Testing feature 13/29: add_opening_strength
[2025-10-13T23:02:32.413020] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:02:32.545109] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.720667] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.856828] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:32.999116] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:33.214781] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:33.359349] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:33.506944] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:33.665737] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:33.808432] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:33.953356] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:33.953621] [INFO ] [CONFIGURE ] CBU: DISCARDED add_opening_strength (score: 90.00%)
[2025-10-13T23:02:33.953709] [INFO ] [CONFIGURE ] JOB ETA: 52.1m | Avg: 1.6s/test | Remaining: 1995 tests
[2025-10-13T23:02:33.953757] [INFO ] [CONFIGURE ] CBU: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:02:33.953791] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:02:34.092782] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:34.246113] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:34.399060] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:34.542832] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:34.690574] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:34.831723] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:34.969879] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.105947] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.247436] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.384769] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.384948] [INFO ] [CONFIGURE ] CBU: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-13T23:02:35.385008] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.6s/test | Remaining: 1994 tests
[2025-10-13T23:02:35.385066] [INFO ] [CONFIGURE ] CBU: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:02:35.385100] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:02:35.501623] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.635735] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.758188] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:35.876091] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:35.996781] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:36.112456] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.233301] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.350217] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.469772] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.594304] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.594457] [INFO ] [CONFIGURE ] CBU: DISCARDED add_pbf_morning_momentum (score: 100.00%)
[2025-10-13T23:02:36.594501] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.6s/test | Remaining: 1993 tests
[2025-10-13T23:02:36.594535] [INFO ] [CONFIGURE ] CBU: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:02:36.594567] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:02:36.721686] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.850086] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:36.977009] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.103842] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:37.236326] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:37.375937] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.515776] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.659247] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.798929] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.932003] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:37.932176] [INFO ] [CONFIGURE ] CBU: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-13T23:02:37.932224] [INFO ] [CONFIGURE ] JOB ETA: 52.0m | Avg: 1.6s/test | Remaining: 1992 tests
[2025-10-13T23:02:37.932260] [INFO ] [CONFIGURE ] CBU: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:02:37.932293] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:02:38.064473] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:38.201836] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:38.336336] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:38.480530] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:38.617890] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:38.785773] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:38.931111] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.073215] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.210390] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.349050] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.349285] [INFO ] [CONFIGURE ] CBU: DISCARDED add_pbf_return_2d (score: 100.00%)
[2025-10-13T23:02:39.349352] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.6s/test | Remaining: 1991 tests
[2025-10-13T23:02:39.349394] [INFO ] [CONFIGURE ] CBU: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:02:39.349428] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:02:39.469402] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.590807] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.711582] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:39.835105] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:39.953248] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:40.075520] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.195543] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.314792] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.438132] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.556915] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.557096] [INFO ] [CONFIGURE ] CBU: DISCARDED add_pbf_volatility_5d (score: 100.00%)
[2025-10-13T23:02:40.557140] [INFO ] [CONFIGURE ] JOB ETA: 51.9m | Avg: 1.6s/test | Remaining: 1990 tests
[2025-10-13T23:02:40.557175] [INFO ] [CONFIGURE ] CBU: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:02:40.557207] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:02:40.674952] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.794157] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:40.912486] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.030122] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:41.148543] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:41.269818] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.393824] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.517610] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.669483] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.833850] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:41.834085] [INFO ] [CONFIGURE ] CBU: DISCARDED add_pbf_vs_sma_5 (score: 100.00%)
[2025-10-13T23:02:41.834197] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.6s/test | Remaining: 1989 tests
[2025-10-13T23:02:41.834281] [INFO ] [CONFIGURE ] CBU: Testing feature 20/29: add_price_rejection
[2025-10-13T23:02:41.834336] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:02:41.972401] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:42.111305] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:42.253849] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:42.392132] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:42.530915] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:42.664161] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:42.795911] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:42.929254] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.058935] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.186406] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.186581] [INFO ] [CONFIGURE ] CBU: DISCARDED add_price_rejection (score: 100.00%)
[2025-10-13T23:02:43.186632] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.6s/test | Remaining: 1988 tests
[2025-10-13T23:02:43.186709] [INFO ] [CONFIGURE ] CBU: Testing feature 21/29: add_range_position
[2025-10-13T23:02:43.186750] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:02:43.332174] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.468823] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.603357] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:43.740093] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:43.878545] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:44.024337] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.162604] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.298256] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.435627] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.581194] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.581335] [INFO ] [CONFIGURE ] CBU: DISCARDED add_range_position (score: 100.00%)
[2025-10-13T23:02:44.581381] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.6s/test | Remaining: 1987 tests
[2025-10-13T23:02:44.581416] [INFO ] [CONFIGURE ] CBU: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:02:44.581446] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:02:44.746956] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:44.913484] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:45.082958] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:45.239214] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:45.393727] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:45.548917] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:45.710928] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:45.867931] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.024869] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.181252] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.181412] [INFO ] [CONFIGURE ] CBU: DISCARDED add_realized_volatility (score: 100.00%)
[2025-10-13T23:02:46.181457] [INFO ] [CONFIGURE ] JOB ETA: 51.8m | Avg: 1.6s/test | Remaining: 1986 tests
[2025-10-13T23:02:46.181491] [INFO ] [CONFIGURE ] CBU: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:02:46.181521] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:02:46.307806] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.432716] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.558481] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:46.692093] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:46.821023] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:46.950388] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.082479] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.212527] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.343473] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.475497] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.475725] [INFO ] [CONFIGURE ] CBU: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-13T23:02:47.475786] [INFO ] [CONFIGURE ] JOB ETA: 51.7m | Avg: 1.6s/test | Remaining: 1985 tests
[2025-10-13T23:02:47.475824] [INFO ] [CONFIGURE ] CBU: Testing feature 24/29: add_rsi
[2025-10-13T23:02:47.475857] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:02:47.626853] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.783703] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:47.937170] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:48.088428] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:48.246625] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:48.402244] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:48.554904] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:48.724846] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:48.891673] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.047901] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.048083] [INFO ] [CONFIGURE ] CBU: DISCARDED add_rsi (score: 100.00%)
[2025-10-13T23:02:49.048128] [INFO ] [CONFIGURE ] JOB ETA: 51.7m | Avg: 1.6s/test | Remaining: 1984 tests
[2025-10-13T23:02:49.048162] [INFO ] [CONFIGURE ] CBU: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:02:49.048193] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:02:49.178085] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.310345] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.444148] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.573828] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:49.705880] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:49.839723] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:49.972901] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.117403] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.259577] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.394164] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.394348] [INFO ] [CONFIGURE ] CBU: DISCARDED add_tick_distribution (score: 100.00%)
[2025-10-13T23:02:50.394397] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.6s/test | Remaining: 1983 tests
[2025-10-13T23:02:50.394434] [INFO ] [CONFIGURE ] CBU: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:02:50.394465] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:02:50.526477] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.660047] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.796967] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:50.935186] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:51.069170] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:51.205943] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:02:51.339410] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:51.474493] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:51.617517] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:51.755881] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:51.756050] [INFO ] [CONFIGURE ] CBU: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-13T23:02:51.756095] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.6s/test | Remaining: 1982 tests
[2025-10-13T23:02:51.756128] [INFO ] [CONFIGURE ] CBU: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:02:51.756159] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:02:51.905520] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:52.050873] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:52.195826] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:52.338216] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:52.478870] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:52.623867] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:52.764026] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:52.908926] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.051809] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.194586] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.194817] [INFO ] [CONFIGURE ] CBU: DISCARDED add_volume_price_divergence (score: 100.00%)
[2025-10-13T23:02:53.194871] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.6s/test | Remaining: 1981 tests
[2025-10-13T23:02:53.194908] [INFO ] [CONFIGURE ] CBU: Testing feature 28/29: add_volume_profile
[2025-10-13T23:02:53.194940] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:02:53.331285] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.469767] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.603783] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:53.812454] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:53.953605] [DEBUG] [FORECASTER] CBU: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:02:54.110268] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.263540] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.411290] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.545808] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.689232] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.689403] [INFO ] [CONFIGURE ] CBU: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-13T23:02:54.689448] [INFO ] [CONFIGURE ] JOB ETA: 51.6m | Avg: 1.6s/test | Remaining: 1980 tests
[2025-10-13T23:02:54.689482] [INFO ] [CONFIGURE ] CBU: Testing feature 29/29: add_vwap
[2025-10-13T23:02:54.689514] [INFO ] [CONFIGURE ] CBU: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:02:54.823058] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:54.957891] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:02:55.094102] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:02:55.245963] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:02:55.402634] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:02:55.551097] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:55.701118] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:55.863011] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:02:56.014662] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:56.172138] [DEBUG] [FORECASTER] CBU: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:56.172458] [INFO ] [CONFIGURE ] CBU: DISCARDED add_vwap (score: 100.00%)
[2025-10-13T23:02:56.172542] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.6s/test | Remaining: 1979 tests
[2025-10-13T23:02:56.172621] [INFO ] [CONFIGURE ] CBU: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:02:56.172711] [INFO ] [CONFIGURE ] CBU: Best accuracy: 100.00%
[2025-10-13T23:02:56.172785] [INFO ] [CONFIGURE ] CBU: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:02:56.172858] [INFO ] [CONFIGURE ] CBU: Improvement over baseline: 10.00%
[2025-10-13T23:02:56.172925] [INFO ] [CONFIGURE ] CBU: Total time: 40.4 seconds
[2025-10-13T23:02:56.173038] [INFO ] [CONFIGURE ] CBU: Average time per feature: 1.4 seconds
[2025-10-13T23:02:56.173106] [INFO ] [CONFIGURE ] CBU: Average speed: 0.72 features/sec
[2025-10-13T23:02:56.174135] [INFO ] [LOCAL     ] Saved configuration for CBU: 1 features, 100.00% accuracy -> ./output/feature-sets/CBU.json
[2025-10-13T23:02:56.174196] [INFO ] [CONFIGURE ] CBU: Configuration saved successfully: 1 features, 100.00% accuracy.
[2025-10-13T23:02:56.174253] [INFO ] [sig       ] [23/91] Successfully configured CBU | 0.02 sym/s | Total: 17.6m | ETA: 52.1m
[2025-10-13T23:02:56.174313] [INFO ] [sig       ] [24/91] Configuring CCK...
[2025-10-13T23:02:56.174349] [INFO ] [CONFIGURE ] CCK: Configurate test run.
[2025-10-13T23:02:56.174442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCK' from 'https://tdm.silogroup.org/data/derivative_storage/CCK.csv'.
[2025-10-13T23:02:56.189054] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCK'.
[2025-10-13T23:02:56.189471] [INFO ] [CONFIGURE ] CCK: Testing with 29 available features
[2025-10-13T23:02:56.189531] [INFO ] [CONFIGURE ] CCK: Establishing baseline with no features...
[2025-10-13T23:02:56.312816] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:02:56.438269] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:02:56.555824] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:02:56.678367] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:02:56.800228] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:02:56.970333] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:57.099737] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:57.223873] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:02:57.352451] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:57.482859] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:02:57.483155] [INFO ] [CONFIGURE ] CCK: Baseline score (no features): 60.00%
[2025-10-13T23:02:57.483223] [INFO ] [CONFIGURE ] CCK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:02:57.483263] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:02:57.627079] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:57.770929] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:02:57.901222] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:02:58.036209] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:02:58.173097] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:02:58.316860] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:58.451284] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:02:58.590559] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:02:58.729675] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:02:58.869811] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:02:58.870094] [INFO ] [CONFIGURE ] CCK: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:02:58.870175] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.6s/test | Remaining: 1978 tests
[2025-10-13T23:02:58.870240] [INFO ] [CONFIGURE ] CCK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:02:58.870280] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:02:59.014437] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:02:59.148024] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:02:59.287746] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:02:59.428470] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:02:59.580374] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:02:59.733316] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:02:59.877332] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:00.029434] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:00.179102] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:00.337838] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:00.338039] [INFO ] [CONFIGURE ] CCK: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:03:00.338093] [INFO ] [CONFIGURE ] JOB ETA: 51.5m | Avg: 1.6s/test | Remaining: 1977 tests
[2025-10-13T23:03:00.338137] [INFO ] [CONFIGURE ] CCK: Testing feature 3/29: add_daily_returns
[2025-10-13T23:03:00.338174] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_daily_returns']
[2025-10-13T23:03:00.467217] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:00.599153] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:00.727920] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:00.861681] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:00.989528] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:01.116882] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:01.246171] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:01.380065] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:01.514854] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:01.641162] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:01.641399] [INFO ] [CONFIGURE ] CCK: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:03:01.641473] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.6s/test | Remaining: 1976 tests
[2025-10-13T23:03:01.641531] [INFO ] [CONFIGURE ] CCK: Testing feature 4/29: add_ema
[2025-10-13T23:03:01.641568] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_ema']
[2025-10-13T23:03:01.780853] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:01.931540] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:02.074053] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:02.227302] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:02.409640] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:02.587784] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:02.780780] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:02.946339] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:03.107230] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:03.274637] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:03.274903] [INFO ] [CONFIGURE ] CCK: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:03:03.274959] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.6s/test | Remaining: 1975 tests
[2025-10-13T23:03:03.274998] [INFO ] [CONFIGURE ] CCK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:03:03.275031] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:03:03.420212] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:03.560067] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:03.692216] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:03.833191] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:03.974060] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:04.110080] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:04.245804] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:04.382235] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:04.523458] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:04.663948] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:04.664122] [INFO ] [CONFIGURE ] CCK: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:03:04.664170] [INFO ] [CONFIGURE ] JOB ETA: 51.4m | Avg: 1.6s/test | Remaining: 1974 tests
[2025-10-13T23:03:04.664206] [INFO ] [CONFIGURE ] CCK: Testing feature 6/29: add_failed_moves
[2025-10-13T23:03:04.664239] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_failed_moves']
[2025-10-13T23:03:04.780000] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:04.890439] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:05.005729] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:05.126589] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:05.246799] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:05.369400] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:05.493212] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:05.614164] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:05.734690] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:05.850830] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:05.851002] [INFO ] [CONFIGURE ] CCK: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:03:05.851046] [INFO ] [CONFIGURE ] JOB ETA: 51.3m | Avg: 1.6s/test | Remaining: 1973 tests
[2025-10-13T23:03:05.851080] [INFO ] [CONFIGURE ] CCK: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:03:05.851111] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_lag_shelf']
[2025-10-13T23:03:05.955630] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:06.087809] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:06.193488] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:06.301193] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:06.407385] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:06.514197] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:06.621058] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:06.727891] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:06.835139] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:06.943583] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:06.943766] [INFO ] [CONFIGURE ] CCK: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:03:06.943817] [INFO ] [CONFIGURE ] JOB ETA: 51.3m | Avg: 1.6s/test | Remaining: 1972 tests
[2025-10-13T23:03:06.943853] [INFO ] [CONFIGURE ] CCK: Testing feature 8/29: add_macd
[2025-10-13T23:03:06.943884] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:03:07.084741] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:07.230222] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:07.375046] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:07.519445] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:07.662162] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:07.804135] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:07.947843] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:08.109017] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:08.258880] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:08.410214] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:08.410402] [INFO ] [CONFIGURE ] CCK: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:03:08.410450] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.6s/test | Remaining: 1971 tests
[2025-10-13T23:03:08.410484] [INFO ] [CONFIGURE ] CCK: Testing feature 9/29: add_mfi
[2025-10-13T23:03:08.410515] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_mfi']
[2025-10-13T23:03:08.534478] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:08.663578] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:08.805601] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:08.946707] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:09.067043] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:09.187529] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:09.323528] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:09.465539] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:09.590472] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:09.716816] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:09.717047] [INFO ] [CONFIGURE ] CCK: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:03:09.717096] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.6s/test | Remaining: 1970 tests
[2025-10-13T23:03:09.717135] [INFO ] [CONFIGURE ] CCK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:03:09.717193] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:03:09.854021] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:09.994028] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:10.158361] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:10.296100] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:10.442573] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:10.586154] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:10.729768] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:10.872247] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:11.013232] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:11.158243] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:11.158430] [INFO ] [CONFIGURE ] CCK: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:03:11.158476] [INFO ] [CONFIGURE ] JOB ETA: 51.2m | Avg: 1.6s/test | Remaining: 1969 tests
[2025-10-13T23:03:11.158512] [INFO ] [CONFIGURE ] CCK: Testing feature 11/29: add_obv_daily
[2025-10-13T23:03:11.158545] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily']
[2025-10-13T23:03:11.267062] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:11.375685] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:11.483572] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:11.594772] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:11.709004] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:11.829321] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:11.937913] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:12.051881] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:12.167151] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:12.285274] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:12.285435] [INFO ] [CONFIGURE ] CCK: KEPT add_obv_daily (score: 80.00%)
[2025-10-13T23:03:12.285480] [INFO ] [CONFIGURE ] JOB ETA: 51.1m | Avg: 1.6s/test | Remaining: 1968 tests
[2025-10-13T23:03:12.285514] [INFO ] [CONFIGURE ] CCK: Testing feature 12/29: add_obv_interval
[2025-10-13T23:03:12.285545] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-13T23:03:12.403796] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:12.521796] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:03:12.643979] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:12.763180] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:12.885362] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:13.006863] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:13.133275] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:13.252132] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:13.371218] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:13.493129] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:13.493256] [INFO ] [CONFIGURE ] CCK: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:03:13.493300] [INFO ] [CONFIGURE ] JOB ETA: 51.1m | Avg: 1.6s/test | Remaining: 1967 tests
[2025-10-13T23:03:13.493334] [INFO ] [CONFIGURE ] CCK: Testing feature 13/29: add_opening_strength
[2025-10-13T23:03:13.493365] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:03:13.656075] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:13.788134] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:13.923996] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:14.053711] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:14.183033] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:14.313960] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:14.451536] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:14.582143] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:14.715177] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:14.850767] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:14.850964] [INFO ] [CONFIGURE ] CCK: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:03:14.851027] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.6s/test | Remaining: 1966 tests
[2025-10-13T23:03:14.851066] [INFO ] [CONFIGURE ] CCK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:03:14.851097] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:03:14.981805] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:15.118517] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:15.252025] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:15.381828] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:15.512131] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:15.644227] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:15.776258] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:15.908181] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:16.043540] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:16.176939] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:16.177157] [INFO ] [CONFIGURE ] CCK: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:03:16.177207] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.6s/test | Remaining: 1965 tests
[2025-10-13T23:03:16.177244] [INFO ] [CONFIGURE ] CCK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:03:16.177275] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:03:16.291868] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:16.404804] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:16.519427] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:16.639424] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:16.755556] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:16.873769] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:16.997548] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:17.118014] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:17.238797] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:17.358123] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:17.358301] [INFO ] [CONFIGURE ] CCK: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:03:17.358345] [INFO ] [CONFIGURE ] JOB ETA: 51.0m | Avg: 1.6s/test | Remaining: 1964 tests
[2025-10-13T23:03:17.358379] [INFO ] [CONFIGURE ] CCK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:03:17.358411] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:03:17.482843] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:17.608365] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:17.733091] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:17.858560] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:17.985945] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:18.112395] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:18.249354] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:18.398538] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:18.550058] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:18.707527] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:18.707782] [INFO ] [CONFIGURE ] CCK: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:03:18.707865] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.6s/test | Remaining: 1963 tests
[2025-10-13T23:03:18.707941] [INFO ] [CONFIGURE ] CCK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:03:18.708016] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:03:18.856841] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:19.005291] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:19.139905] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:19.270281] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:19.400755] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:03:19.531313] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:19.662539] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:19.794500] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:19.926047] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:20.060361] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:20.060557] [INFO ] [CONFIGURE ] CCK: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:03:20.060604] [INFO ] [CONFIGURE ] JOB ETA: 50.9m | Avg: 1.6s/test | Remaining: 1962 tests
[2025-10-13T23:03:20.060664] [INFO ] [CONFIGURE ] CCK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:03:20.060723] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:03:20.180142] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:20.302887] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:20.428745] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:20.553720] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:20.679822] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:20.803529] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:20.924436] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:21.048227] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:21.170382] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:21.291502] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:21.291689] [INFO ] [CONFIGURE ] CCK: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:03:21.291750] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.6s/test | Remaining: 1961 tests
[2025-10-13T23:03:21.291787] [INFO ] [CONFIGURE ] CCK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:03:21.291818] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:03:21.424888] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:21.552593] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:21.691702] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:21.834584] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:21.975894] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:22.111878] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:22.234203] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:22.358094] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:22.480581] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:22.604048] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:22.604255] [INFO ] [CONFIGURE ] CCK: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:03:22.604305] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.6s/test | Remaining: 1960 tests
[2025-10-13T23:03:22.604343] [INFO ] [CONFIGURE ] CCK: Testing feature 20/29: add_price_rejection
[2025-10-13T23:03:22.604376] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-13T23:03:22.735112] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:22.867836] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:03:23.004111] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:23.147892] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:23.276160] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:23.405529] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:23.569598] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:23.721976] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:23.863481] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:24.020034] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:24.020243] [INFO ] [CONFIGURE ] CCK: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:03:24.020299] [INFO ] [CONFIGURE ] JOB ETA: 50.8m | Avg: 1.6s/test | Remaining: 1959 tests
[2025-10-13T23:03:24.020337] [INFO ] [CONFIGURE ] CCK: Testing feature 21/29: add_range_position
[2025-10-13T23:03:24.020371] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-13T23:03:24.175940] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:24.333027] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:03:24.477975] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:24.613623] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:24.753493] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:24.902334] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:25.042290] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:25.182292] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:25.316015] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:25.476616] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:25.476839] [INFO ] [CONFIGURE ] CCK: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:03:25.476893] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.6s/test | Remaining: 1958 tests
[2025-10-13T23:03:25.476989] [INFO ] [CONFIGURE ] CCK: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:03:25.477031] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:03:25.627236] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:25.777886] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:25.930478] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:26.094456] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:26.274070] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:26.443171] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:26.591906] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:26.742282] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:26.892815] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:27.052862] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:27.053026] [INFO ] [CONFIGURE ] CCK: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:03:27.053073] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.6s/test | Remaining: 1957 tests
[2025-10-13T23:03:27.053107] [INFO ] [CONFIGURE ] CCK: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:03:27.053159] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:03:27.178889] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:27.333673] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:27.480965] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:27.635827] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:27.786578] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:27.930706] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:28.073850] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:28.217156] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:28.360494] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:28.516223] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:28.516467] [INFO ] [CONFIGURE ] CCK: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:03:28.516517] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.6s/test | Remaining: 1956 tests
[2025-10-13T23:03:28.516556] [INFO ] [CONFIGURE ] CCK: Testing feature 24/29: add_rsi
[2025-10-13T23:03:28.516593] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:03:28.685622] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:28.868716] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:29.037621] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:29.190517] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:29.347211] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:29.510036] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:29.679095] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:29.858815] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:30.023413] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:30.181536] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:30.181783] [INFO ] [CONFIGURE ] CCK: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:03:30.181839] [INFO ] [CONFIGURE ] JOB ETA: 50.7m | Avg: 1.6s/test | Remaining: 1955 tests
[2025-10-13T23:03:30.181877] [INFO ] [CONFIGURE ] CCK: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:03:30.181910] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:03:30.321244] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:30.446620] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:30.567094] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:30.687983] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:03:30.812618] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:30.934906] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:31.073313] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:31.221943] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:31.363309] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:31.499181] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:31.499420] [INFO ] [CONFIGURE ] CCK: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:03:31.499470] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.6s/test | Remaining: 1954 tests
[2025-10-13T23:03:31.499510] [INFO ] [CONFIGURE ] CCK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:03:31.499545] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:03:31.640442] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:31.771551] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:31.916767] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:32.048084] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:32.183988] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:32.328005] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:32.473787] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:32.625312] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:32.771336] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:32.917375] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:32.917846] [INFO ] [CONFIGURE ] CCK: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:03:32.917902] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.6s/test | Remaining: 1953 tests
[2025-10-13T23:03:32.917940] [INFO ] [CONFIGURE ] CCK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:03:32.917975] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:03:33.066959] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:33.220274] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:33.370616] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:33.520900] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:33.697784] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:33.848714] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:33.983733] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:34.123414] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:34.269810] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:34.432250] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:34.432439] [INFO ] [CONFIGURE ] CCK: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:03:34.432493] [INFO ] [CONFIGURE ] JOB ETA: 50.6m | Avg: 1.6s/test | Remaining: 1952 tests
[2025-10-13T23:03:34.432537] [INFO ] [CONFIGURE ] CCK: Testing feature 28/29: add_volume_profile
[2025-10-13T23:03:34.432582] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-13T23:03:34.557714] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:03:34.684314] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:34.815288] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:03:34.943816] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:35.083826] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:35.228197] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:35.362291] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:35.495014] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:35.634163] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:35.769293] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:35.769479] [INFO ] [CONFIGURE ] CCK: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:03:35.769543] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.6s/test | Remaining: 1951 tests
[2025-10-13T23:03:35.769580] [INFO ] [CONFIGURE ] CCK: Testing feature 29/29: add_vwap
[2025-10-13T23:03:35.769613] [INFO ] [CONFIGURE ] CCK: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-13T23:03:35.903985] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:36.046162] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:36.180500] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:03:36.352423] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:03:36.487686] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:03:36.623846] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:36.758386] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:36.899220] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:37.054985] [DEBUG] [FORECASTER] CCK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:37.210212] [DEBUG] [FORECASTER] CCK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:37.210446] [INFO ] [CONFIGURE ] CCK: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:03:37.210496] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.6s/test | Remaining: 1950 tests
[2025-10-13T23:03:37.210533] [INFO ] [CONFIGURE ] CCK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:03:37.210563] [INFO ] [CONFIGURE ] CCK: Best accuracy: 80.00%
[2025-10-13T23:03:37.210596] [INFO ] [CONFIGURE ] CCK: Best feature set (1 features): ['add_obv_daily']
[2025-10-13T23:03:37.210624] [INFO ] [CONFIGURE ] CCK: Improvement over baseline: 20.00%
[2025-10-13T23:03:37.210685] [INFO ] [CONFIGURE ] CCK: Total time: 39.7 seconds
[2025-10-13T23:03:37.210732] [INFO ] [CONFIGURE ] CCK: Average time per feature: 1.4 seconds
[2025-10-13T23:03:37.210762] [INFO ] [CONFIGURE ] CCK: Average speed: 0.73 features/sec
[2025-10-13T23:03:37.211744] [INFO ] [LOCAL     ] Saved configuration for CCK: 1 features, 80.00% accuracy -> ./output/feature-sets/CCK.json
[2025-10-13T23:03:37.211801] [INFO ] [CONFIGURE ] CCK: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:03:37.211893] [INFO ] [sig       ] [24/91] Successfully configured CCK | 0.02 sym/s | Total: 18.3m | ETA: 51.1m
[2025-10-13T23:03:37.211966] [INFO ] [sig       ] [25/91] Configuring CFG...
[2025-10-13T23:03:37.212022] [INFO ] [CONFIGURE ] CFG: Configurate test run.
[2025-10-13T23:03:37.212123] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CFG' from 'https://tdm.silogroup.org/data/derivative_storage/CFG.csv'.
[2025-10-13T23:03:37.231920] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CFG'.
[2025-10-13T23:03:37.232451] [INFO ] [CONFIGURE ] CFG: Testing with 29 available features
[2025-10-13T23:03:37.232516] [INFO ] [CONFIGURE ] CFG: Establishing baseline with no features...
[2025-10-13T23:03:37.350380] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:37.465139] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:37.593489] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:37.711180] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:37.829351] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:37.948192] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:38.076265] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:38.206257] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:38.330476] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:38.450177] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:38.450442] [INFO ] [CONFIGURE ] CFG: Baseline score (no features): 70.00%
[2025-10-13T23:03:38.450525] [INFO ] [CONFIGURE ] CFG: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:03:38.450574] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:03:38.585890] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:38.716972] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:38.864017] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:39.003037] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:39.147354] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:39.283431] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:39.430148] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:39.577726] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:39.711250] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:39.854277] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:39.854539] [INFO ] [CONFIGURE ] CFG: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:03:39.854596] [INFO ] [CONFIGURE ] JOB ETA: 50.5m | Avg: 1.6s/test | Remaining: 1949 tests
[2025-10-13T23:03:39.854686] [INFO ] [CONFIGURE ] CFG: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:03:39.854753] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:03:39.992988] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:40.132397] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:40.274412] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:03:40.415299] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:40.554946] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:03:40.697040] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:40.846056] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:40.993333] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:41.141757] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:41.289279] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:41.289569] [INFO ] [CONFIGURE ] CFG: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:03:41.289724] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.6s/test | Remaining: 1948 tests
[2025-10-13T23:03:41.289801] [INFO ] [CONFIGURE ] CFG: Testing feature 3/29: add_daily_returns
[2025-10-13T23:03:41.289861] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_daily_returns']
[2025-10-13T23:03:41.415662] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:41.538025] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:41.668566] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:03:41.799495] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:41.933323] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:42.066083] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:42.195535] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:42.326207] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:42.458475] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:42.582092] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:42.582340] [INFO ] [CONFIGURE ] CFG: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:03:42.582387] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.6s/test | Remaining: 1947 tests
[2025-10-13T23:03:42.582422] [INFO ] [CONFIGURE ] CFG: Testing feature 4/29: add_ema
[2025-10-13T23:03:42.582454] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_ema']
[2025-10-13T23:03:42.717199] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:42.849268] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:42.983150] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:43.118352] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:43.255617] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:43.394045] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:43.535206] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:43.682098] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:43.843552] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:43.987777] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:43.988016] [INFO ] [CONFIGURE ] CFG: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:03:43.988063] [INFO ] [CONFIGURE ] JOB ETA: 50.4m | Avg: 1.6s/test | Remaining: 1946 tests
[2025-10-13T23:03:43.988098] [INFO ] [CONFIGURE ] CFG: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:03:43.988130] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:03:44.132068] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:44.273121] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:44.425355] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:44.575998] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:44.720954] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:44.863572] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:45.006118] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:45.142889] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:45.286436] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:45.468577] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:45.468781] [INFO ] [CONFIGURE ] CFG: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:03:45.468845] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.6s/test | Remaining: 1945 tests
[2025-10-13T23:03:45.468883] [INFO ] [CONFIGURE ] CFG: Testing feature 6/29: add_failed_moves
[2025-10-13T23:03:45.468915] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_failed_moves']
[2025-10-13T23:03:45.583192] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:45.699976] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:45.823500] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:45.940991] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:46.062165] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:46.194919] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:46.323661] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:46.452050] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:46.579418] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:46.709210] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:46.709423] [INFO ] [CONFIGURE ] CFG: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:03:46.709468] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.6s/test | Remaining: 1944 tests
[2025-10-13T23:03:46.709504] [INFO ] [CONFIGURE ] CFG: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:03:46.709535] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_lag_shelf']
[2025-10-13T23:03:46.822279] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:46.939278] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:47.066517] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:47.185865] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:47.303185] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:47.418560] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:47.538307] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:47.658817] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:47.782149] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:47.900772] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:47.900995] [INFO ] [CONFIGURE ] CFG: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:03:47.901039] [INFO ] [CONFIGURE ] JOB ETA: 50.3m | Avg: 1.6s/test | Remaining: 1943 tests
[2025-10-13T23:03:47.901106] [INFO ] [CONFIGURE ] CFG: Testing feature 8/29: add_macd
[2025-10-13T23:03:47.901140] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:03:48.069339] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:48.237215] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:48.398140] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:48.555703] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:48.712903] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:03:48.882572] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:49.055458] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:49.214851] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:49.366038] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:03:49.525243] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:49.525447] [INFO ] [CONFIGURE ] CFG: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:03:49.525493] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.6s/test | Remaining: 1942 tests
[2025-10-13T23:03:49.525527] [INFO ] [CONFIGURE ] CFG: Testing feature 9/29: add_mfi
[2025-10-13T23:03:49.525559] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_mfi']
[2025-10-13T23:03:49.650614] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:49.774767] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:49.898982] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:50.024171] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:50.157690] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:50.287874] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:50.413825] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:50.541793] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:50.666855] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:50.789381] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:50.789617] [INFO ] [CONFIGURE ] CFG: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:03:50.789702] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.6s/test | Remaining: 1941 tests
[2025-10-13T23:03:50.789751] [INFO ] [CONFIGURE ] CFG: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:03:50.789787] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:03:50.933266] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:51.073162] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:51.212488] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:51.352099] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:51.493115] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:03:51.636096] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:51.780135] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:51.920935] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:52.065781] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:52.218003] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:52.218329] [INFO ] [CONFIGURE ] CFG: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:03:52.218385] [INFO ] [CONFIGURE ] JOB ETA: 50.2m | Avg: 1.6s/test | Remaining: 1940 tests
[2025-10-13T23:03:52.218421] [INFO ] [CONFIGURE ] CFG: Testing feature 11/29: add_obv_daily
[2025-10-13T23:03:52.218455] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_obv_daily']
[2025-10-13T23:03:52.345485] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:52.472924] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:52.598077] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:03:52.728700] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:52.861942] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:52.991512] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.124714] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.260011] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.395034] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.533115] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.533337] [INFO ] [CONFIGURE ] CFG: DISCARDED add_obv_daily (score: 20.00%)
[2025-10-13T23:03:53.533385] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.6s/test | Remaining: 1939 tests
[2025-10-13T23:03:53.533422] [INFO ] [CONFIGURE ] CFG: Testing feature 12/29: add_obv_interval
[2025-10-13T23:03:53.533456] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_obv_interval']
[2025-10-13T23:03:53.668006] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:53.797391] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:53.924149] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:54.057423] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:54.200551] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:54.329363] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:54.484172] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:54.617323] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:54.744785] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:54.874884] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:54.875104] [INFO ] [CONFIGURE ] CFG: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:03:54.875152] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.6s/test | Remaining: 1938 tests
[2025-10-13T23:03:54.875189] [INFO ] [CONFIGURE ] CFG: Testing feature 13/29: add_opening_strength
[2025-10-13T23:03:54.875223] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:03:55.016041] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:55.150296] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:55.280778] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:55.411577] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:03:55.544949] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:55.679302] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:55.818300] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:55.952247] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:56.091493] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:56.235464] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:03:56.235710] [INFO ] [CONFIGURE ] CFG: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:03:56.235771] [INFO ] [CONFIGURE ] JOB ETA: 50.1m | Avg: 1.6s/test | Remaining: 1937 tests
[2025-10-13T23:03:56.235809] [INFO ] [CONFIGURE ] CFG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:03:56.235842] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:03:56.381084] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:56.518180] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:56.660074] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:56.791585] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:56.925067] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:57.060675] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:03:57.200040] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:57.342823] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:57.489109] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:57.635519] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:57.635794] [INFO ] [CONFIGURE ] CFG: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:03:57.635851] [INFO ] [CONFIGURE ] JOB ETA: 50.0m | Avg: 1.6s/test | Remaining: 1936 tests
[2025-10-13T23:03:57.635891] [INFO ] [CONFIGURE ] CFG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:03:57.635925] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:03:57.773988] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:57.895256] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:58.012621] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:58.126096] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:58.241813] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:58.354944] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:58.468580] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:58.582790] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:03:58.697675] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:03:58.815517] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:03:58.815765] [INFO ] [CONFIGURE ] CFG: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:03:58.815821] [INFO ] [CONFIGURE ] JOB ETA: 50.0m | Avg: 1.5s/test | Remaining: 1935 tests
[2025-10-13T23:03:58.815857] [INFO ] [CONFIGURE ] CFG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:03:58.815887] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:03:58.942639] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:03:59.067349] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:03:59.198603] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:03:59.337483] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:03:59.473997] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:03:59.599470] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:03:59.722853] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:03:59.865404] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:03:59.991757] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:00.151160] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:00.151383] [INFO ] [CONFIGURE ] CFG: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:04:00.151432] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.5s/test | Remaining: 1934 tests
[2025-10-13T23:04:00.151468] [INFO ] [CONFIGURE ] CFG: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:04:00.151501] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:04:00.273815] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:00.399352] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:00.527660] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:04:00.661753] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:00.787310] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:00.914848] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:01.042952] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:01.170032] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:01.302275] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:01.437917] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:01.438079] [INFO ] [CONFIGURE ] CFG: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:04:01.438123] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.5s/test | Remaining: 1933 tests
[2025-10-13T23:04:01.438156] [INFO ] [CONFIGURE ] CFG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:04:01.438185] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:04:01.551133] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:01.687861] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:01.806211] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:01.930411] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:04:02.065575] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:02.211233] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:02.330332] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:02.447173] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:04:02.562067] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:02.686581] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:02.686830] [INFO ] [CONFIGURE ] CFG: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:04:02.686885] [INFO ] [CONFIGURE ] JOB ETA: 49.9m | Avg: 1.5s/test | Remaining: 1932 tests
[2025-10-13T23:04:02.686993] [INFO ] [CONFIGURE ] CFG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:04:02.687054] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:04:02.819753] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:02.938409] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:03.063040] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:03.176204] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:03.295852] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:03.410152] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:03.528482] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:03.667272] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:03.791311] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:03.915165] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:03.915354] [INFO ] [CONFIGURE ] CFG: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:04:03.915417] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.5s/test | Remaining: 1931 tests
[2025-10-13T23:04:03.915455] [INFO ] [CONFIGURE ] CFG: Testing feature 20/29: add_price_rejection
[2025-10-13T23:04:03.915487] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_price_rejection']
[2025-10-13T23:04:04.041779] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:04.159582] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:04.277033] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:04.396505] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:04:04.515870] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:04:04.642049] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:04.761470] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:04.883890] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:05.006721] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:05.131707] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:05.131879] [INFO ] [CONFIGURE ] CFG: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:04:05.131924] [INFO ] [CONFIGURE ] JOB ETA: 49.8m | Avg: 1.5s/test | Remaining: 1930 tests
[2025-10-13T23:04:05.131959] [INFO ] [CONFIGURE ] CFG: Testing feature 21/29: add_range_position
[2025-10-13T23:04:05.131990] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_range_position']
[2025-10-13T23:04:05.268013] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:05.398378] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:05.524880] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:05.669667] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:04:05.796335] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:04:05.926894] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:06.054571] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:06.187578] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:06.323021] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:06.457748] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:06.457951] [INFO ] [CONFIGURE ] CFG: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:04:06.457999] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.5s/test | Remaining: 1929 tests
[2025-10-13T23:04:06.458035] [INFO ] [CONFIGURE ] CFG: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:04:06.458073] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_realized_volatility']
[2025-10-13T23:04:06.613475] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:06.780292] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:06.926188] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:07.081813] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:07.234922] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:04:07.382050] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:07.533971] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:07.691274] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:07.858411] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:08.009269] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:08.009470] [INFO ] [CONFIGURE ] CFG: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:04:08.009534] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.5s/test | Remaining: 1928 tests
[2025-10-13T23:04:08.009572] [INFO ] [CONFIGURE ] CFG: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:04:08.009603] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_recent_range_context']
[2025-10-13T23:04:08.127484] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:08.250874] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:08.380552] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:08.513076] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:08.645633] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:08.770295] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:08.905011] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:09.046164] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:09.189079] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:09.316965] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:09.317172] [INFO ] [CONFIGURE ] CFG: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:04:09.317236] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.5s/test | Remaining: 1927 tests
[2025-10-13T23:04:09.317310] [INFO ] [CONFIGURE ] CFG: Testing feature 24/29: add_rsi
[2025-10-13T23:04:09.317367] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:04:09.465523] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:09.605862] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:09.749671] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:09.896776] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:10.041197] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:04:10.188445] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:04:10.336154] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:10.486969] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:10.632274] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:10.778448] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:10.778687] [INFO ] [CONFIGURE ] CFG: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:04:10.778752] [INFO ] [CONFIGURE ] JOB ETA: 49.7m | Avg: 1.5s/test | Remaining: 1926 tests
[2025-10-13T23:04:10.778791] [INFO ] [CONFIGURE ] CFG: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:04:10.778825] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_tick_distribution']
[2025-10-13T23:04:10.900007] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:11.023807] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:11.150606] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:04:11.291435] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:11.424986] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:11.597160] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:11.757899] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:11.912421] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:04:12.060284] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:12.238776] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:12.239006] [INFO ] [CONFIGURE ] CFG: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:04:12.239055] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.5s/test | Remaining: 1925 tests
[2025-10-13T23:04:12.239092] [INFO ] [CONFIGURE ] CFG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:04:12.239125] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T23:04:12.425016] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:12.588594] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:12.732529] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:04:12.889355] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:04:13.019449] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:13.154517] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:13.282226] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:13.403100] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:04:13.522842] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:13.653009] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:13.653190] [INFO ] [CONFIGURE ] CFG: DISCARDED add_volume_momentum_confirmation (score: 20.00%)
[2025-10-13T23:04:13.653235] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.5s/test | Remaining: 1924 tests
[2025-10-13T23:04:13.653269] [INFO ] [CONFIGURE ] CFG: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:04:13.653301] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_volume_price_divergence']
[2025-10-13T23:04:13.775619] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:13.896631] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:14.027116] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:14.159824] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:14.293569] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:14.423975] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:14.554978] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:14.683896] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:14.813835] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:14.944151] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:14.944345] [INFO ] [CONFIGURE ] CFG: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:04:14.944392] [INFO ] [CONFIGURE ] JOB ETA: 49.6m | Avg: 1.5s/test | Remaining: 1923 tests
[2025-10-13T23:04:14.944426] [INFO ] [CONFIGURE ] CFG: Testing feature 28/29: add_volume_profile
[2025-10-13T23:04:14.944456] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_volume_profile']
[2025-10-13T23:04:15.066567] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:15.183412] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:15.301389] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:04:15.419780] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:15.538834] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:15.664253] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:15.782582] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:15.918973] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:04:16.036051] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:16.153841] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:16.154034] [INFO ] [CONFIGURE ] CFG: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:04:16.154096] [INFO ] [CONFIGURE ] JOB ETA: 49.5m | Avg: 1.5s/test | Remaining: 1922 tests
[2025-10-13T23:04:16.154174] [INFO ] [CONFIGURE ] CFG: Testing feature 29/29: add_vwap
[2025-10-13T23:04:16.154226] [INFO ] [CONFIGURE ] CFG: Testing with features: ['add_vwap']
[2025-10-13T23:04:16.269727] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:16.382359] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:04:16.494095] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:04:16.614982] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:16.735795] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:16.855723] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:04:16.997176] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:17.124239] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:04:17.247008] [DEBUG] [FORECASTER] CFG: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:04:17.369003] [DEBUG] [FORECASTER] CFG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:17.369188] [INFO ] [CONFIGURE ] CFG: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:04:17.369264] [INFO ] [CONFIGURE ] JOB ETA: 49.5m | Avg: 1.5s/test | Remaining: 1921 tests
[2025-10-13T23:04:17.369330] [INFO ] [CONFIGURE ] CFG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:04:17.369387] [INFO ] [CONFIGURE ] CFG: Best accuracy: 70.00%
[2025-10-13T23:04:17.369422] [INFO ] [CONFIGURE ] CFG: Best feature set (0 features): []
[2025-10-13T23:04:17.369451] [INFO ] [CONFIGURE ] CFG: Improvement over baseline: 0.00%
[2025-10-13T23:04:17.369479] [INFO ] [CONFIGURE ] CFG: Total time: 38.9 seconds
[2025-10-13T23:04:17.369588] [INFO ] [CONFIGURE ] CFG: Average time per feature: 1.3 seconds
[2025-10-13T23:04:17.369627] [INFO ] [CONFIGURE ] CFG: Average speed: 0.75 features/sec
[2025-10-13T23:04:17.370259] [INFO ] [LOCAL     ] Saved configuration for CFG: 0 features, 70.00% accuracy -> ./output/feature-sets/CFG.json
[2025-10-13T23:04:17.370315] [INFO ] [CONFIGURE ] CFG: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T23:04:17.370373] [INFO ] [sig       ] [25/91] Successfully configured CFG | 0.02 sym/s | Total: 19.0m | ETA: 50.1m
[2025-10-13T23:04:17.370429] [INFO ] [sig       ] [26/91] Configuring CI...
[2025-10-13T23:04:17.370462] [INFO ] [CONFIGURE ] CI: Configurate test run.
[2025-10-13T23:04:17.370523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CI' from 'https://tdm.silogroup.org/data/derivative_storage/CI.csv'.
[2025-10-13T23:04:17.383829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CI'.
[2025-10-13T23:04:17.384154] [INFO ] [CONFIGURE ] CI: Testing with 29 available features
[2025-10-13T23:04:17.384211] [INFO ] [CONFIGURE ] CI: Establishing baseline with no features...
[2025-10-13T23:04:17.492220] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:17.599781] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:04:17.702103] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:17.805304] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:17.905331] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:18.006047] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:18.107848] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:18.211907] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:18.316062] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:18.421403] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:18.421540] [INFO ] [CONFIGURE ] CI: Baseline score (no features): 60.00%
[2025-10-13T23:04:18.421587] [INFO ] [CONFIGURE ] CI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:04:18.421622] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:04:18.533465] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:18.644958] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:04:18.756604] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:18.871624] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:04:18.986196] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:04:19.104105] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:19.223834] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:19.339836] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:19.462691] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:19.581846] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:19.582009] [INFO ] [CONFIGURE ] CI: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T23:04:19.582054] [INFO ] [CONFIGURE ] JOB ETA: 49.4m | Avg: 1.5s/test | Remaining: 1920 tests
[2025-10-13T23:04:19.582087] [INFO ] [CONFIGURE ] CI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:04:19.582117] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:04:19.700804] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:19.819342] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:19.938151] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:20.057315] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:20.177049] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:20.297639] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:20.419673] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:20.541049] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:20.666396] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:20.790930] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:20.791093] [INFO ] [CONFIGURE ] CI: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:04:20.791137] [INFO ] [CONFIGURE ] JOB ETA: 49.4m | Avg: 1.5s/test | Remaining: 1919 tests
[2025-10-13T23:04:20.791170] [INFO ] [CONFIGURE ] CI: Testing feature 3/29: add_daily_returns
[2025-10-13T23:04:20.791201] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns']
[2025-10-13T23:04:20.899127] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:21.005692] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:21.110763] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:21.218204] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:21.325589] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:21.437242] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:21.551312] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:21.669361] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:21.787984] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:21.906625] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:21.906818] [INFO ] [CONFIGURE ] CI: KEPT add_daily_returns (score: 70.00%)
[2025-10-13T23:04:21.906866] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.5s/test | Remaining: 1918 tests
[2025-10-13T23:04:21.906903] [INFO ] [CONFIGURE ] CI: Testing feature 4/29: add_ema
[2025-10-13T23:04:21.906936] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:04:22.033735] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:22.160273] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:22.294276] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:22.430849] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:22.562168] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:22.694769] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:22.826144] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:22.961159] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:23.094164] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:23.249059] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:23.249286] [INFO ] [CONFIGURE ] CI: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:04:23.249338] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.5s/test | Remaining: 1917 tests
[2025-10-13T23:04:23.249374] [INFO ] [CONFIGURE ] CI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:04:23.249408] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:04:23.386947] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:23.541215] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:23.680808] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:23.820298] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:23.960694] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:24.107393] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:24.252607] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:24.397843] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:24.543381] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:24.689792] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:24.689993] [INFO ] [CONFIGURE ] CI: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:04:24.690040] [INFO ] [CONFIGURE ] JOB ETA: 49.3m | Avg: 1.5s/test | Remaining: 1916 tests
[2025-10-13T23:04:24.690074] [INFO ] [CONFIGURE ] CI: Testing feature 6/29: add_failed_moves
[2025-10-13T23:04:24.690105] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:04:24.812398] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:24.936294] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:25.053830] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:25.172639] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:25.290547] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:25.408117] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:25.527038] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:25.651021] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:25.771394] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:25.893665] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:25.893836] [INFO ] [CONFIGURE ] CI: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:04:25.893882] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.5s/test | Remaining: 1915 tests
[2025-10-13T23:04:25.893916] [INFO ] [CONFIGURE ] CI: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:04:25.893946] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:04:26.001612] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:26.111368] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:26.222978] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:26.332679] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:26.447340] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:26.561306] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:26.672552] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:26.785762] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:26.900339] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:27.019057] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:27.019213] [INFO ] [CONFIGURE ] CI: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:04:27.019257] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.5s/test | Remaining: 1914 tests
[2025-10-13T23:04:27.019291] [INFO ] [CONFIGURE ] CI: Testing feature 8/29: add_macd
[2025-10-13T23:04:27.019322] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:04:27.169874] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:27.318814] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:27.468720] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:27.619659] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:27.770120] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:27.938496] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:28.134346] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:28.303053] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:28.478287] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:28.656740] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:28.657019] [INFO ] [CONFIGURE ] CI: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:04:28.657071] [INFO ] [CONFIGURE ] JOB ETA: 49.2m | Avg: 1.5s/test | Remaining: 1913 tests
[2025-10-13T23:04:28.657110] [INFO ] [CONFIGURE ] CI: Testing feature 9/29: add_mfi
[2025-10-13T23:04:28.657145] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:04:28.796048] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:28.943878] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:29.097986] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:29.243740] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:29.386356] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:29.536528] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:29.685006] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:29.828339] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:29.979395] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:30.126524] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:30.126909] [INFO ] [CONFIGURE ] CI: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:04:30.126976] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.5s/test | Remaining: 1912 tests
[2025-10-13T23:04:30.127027] [INFO ] [CONFIGURE ] CI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:04:30.127065] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:04:30.289287] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:30.457949] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:30.618614] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:30.785852] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:30.946174] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:04:31.108144] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:31.267775] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:31.442245] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:31.596017] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:31.758715] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:04:31.758967] [INFO ] [CONFIGURE ] CI: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:04:31.759018] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.5s/test | Remaining: 1911 tests
[2025-10-13T23:04:31.759058] [INFO ] [CONFIGURE ] CI: Testing feature 11/29: add_obv_daily
[2025-10-13T23:04:31.759093] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T23:04:31.899319] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:32.042818] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:32.177536] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:32.316463] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:32.450241] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:32.578801] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:32.707728] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:32.836727] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:32.964872] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:33.089836] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:33.090016] [INFO ] [CONFIGURE ] CI: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:04:33.090062] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.5s/test | Remaining: 1910 tests
[2025-10-13T23:04:33.090096] [INFO ] [CONFIGURE ] CI: Testing feature 12/29: add_obv_interval
[2025-10-13T23:04:33.090127] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:04:33.209417] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:33.329505] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:33.468154] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:33.590167] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:33.713702] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:33.837426] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:33.959611] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:34.090781] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:34.224847] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:34.360481] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:34.360720] [INFO ] [CONFIGURE ] CI: KEPT add_obv_interval (score: 80.00%)
[2025-10-13T23:04:34.360813] [INFO ] [CONFIGURE ] JOB ETA: 49.1m | Avg: 1.5s/test | Remaining: 1909 tests
[2025-10-13T23:04:34.360852] [INFO ] [CONFIGURE ] CI: Testing feature 13/29: add_opening_strength
[2025-10-13T23:04:34.360885] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_opening_strength']
[2025-10-13T23:04:34.498194] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:34.639133] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:34.776544] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:34.916604] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:35.060291] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:35.199086] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:35.338216] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:35.485232] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:35.626436] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:35.765411] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:35.765574] [INFO ] [CONFIGURE ] CI: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:04:35.765619] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.5s/test | Remaining: 1908 tests
[2025-10-13T23:04:35.765729] [INFO ] [CONFIGURE ] CI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:04:35.765790] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T23:04:35.907471] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:36.053834] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:36.198671] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:36.339269] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:36.479391] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:36.624903] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:36.768278] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:36.917716] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:37.063625] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:37.207838] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:37.208029] [INFO ] [CONFIGURE ] CI: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:04:37.208073] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.5s/test | Remaining: 1907 tests
[2025-10-13T23:04:37.208107] [INFO ] [CONFIGURE ] CI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:04:37.208138] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T23:04:37.331048] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:37.490062] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:37.624607] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:37.753186] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:37.880133] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:38.006571] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:38.131183] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:38.267503] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:38.396349] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:38.523926] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:38.524083] [INFO ] [CONFIGURE ] CI: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:04:38.524128] [INFO ] [CONFIGURE ] JOB ETA: 49.0m | Avg: 1.5s/test | Remaining: 1906 tests
[2025-10-13T23:04:38.524161] [INFO ] [CONFIGURE ] CI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:04:38.524192] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T23:04:38.655777] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:38.786944] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:38.923114] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:39.058554] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:39.193922] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:39.326909] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:39.459774] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:39.597404] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:39.732486] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:39.873449] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:39.873662] [INFO ] [CONFIGURE ] CI: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:04:39.873727] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.5s/test | Remaining: 1905 tests
[2025-10-13T23:04:39.873764] [INFO ] [CONFIGURE ] CI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:04:39.873794] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T23:04:40.021175] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:40.170210] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:40.321880] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:40.460473] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:40.598972] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:40.740873] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:40.891322] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:41.049067] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:41.198027] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:41.347693] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:41.347961] [INFO ] [CONFIGURE ] CI: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:04:41.348010] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.5s/test | Remaining: 1904 tests
[2025-10-13T23:04:41.348046] [INFO ] [CONFIGURE ] CI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:04:41.348080] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T23:04:41.483097] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:41.607272] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:41.736468] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:41.885222] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:42.012255] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:42.136445] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:42.270492] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:42.405197] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:42.534477] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:42.664601] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:42.664816] [INFO ] [CONFIGURE ] CI: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:04:42.664882] [INFO ] [CONFIGURE ] JOB ETA: 48.9m | Avg: 1.5s/test | Remaining: 1903 tests
[2025-10-13T23:04:42.664920] [INFO ] [CONFIGURE ] CI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:04:42.665021] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T23:04:42.791854] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:42.920446] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:43.054905] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:43.184851] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:43.310582] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:43.436016] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:43.560883] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:43.687272] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:43.820779] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:43.949740] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:43.949941] [INFO ] [CONFIGURE ] CI: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:04:43.949987] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.5s/test | Remaining: 1902 tests
[2025-10-13T23:04:43.950026] [INFO ] [CONFIGURE ] CI: Testing feature 20/29: add_price_rejection
[2025-10-13T23:04:43.950057] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T23:04:44.091701] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:44.231141] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:44.369670] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:44.500222] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:44.625985] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:44.753321] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:44.881322] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:45.010141] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:45.145462] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:45.276073] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:45.276267] [INFO ] [CONFIGURE ] CI: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:04:45.276339] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.5s/test | Remaining: 1901 tests
[2025-10-13T23:04:45.276400] [INFO ] [CONFIGURE ] CI: Testing feature 21/29: add_range_position
[2025-10-13T23:04:45.276436] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_range_position']
[2025-10-13T23:04:45.414635] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:45.558734] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:45.711832] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:45.853622] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:45.996467] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:46.139472] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:46.284472] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:46.426492] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:46.595873] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:46.738191] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:46.738405] [INFO ] [CONFIGURE ] CI: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:04:46.738454] [INFO ] [CONFIGURE ] JOB ETA: 48.8m | Avg: 1.5s/test | Remaining: 1900 tests
[2025-10-13T23:04:46.738489] [INFO ] [CONFIGURE ] CI: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:04:46.738522] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T23:04:46.889247] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:47.049187] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:47.220127] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:47.373098] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:47.524780] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:47.679956] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:47.835010] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:47.992609] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:48.161476] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:48.317989] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:48.318177] [INFO ] [CONFIGURE ] CI: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:04:48.318226] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.5s/test | Remaining: 1899 tests
[2025-10-13T23:04:48.318262] [INFO ] [CONFIGURE ] CI: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:04:48.318294] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T23:04:48.450724] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:48.593935] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:48.723024] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:48.850024] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:48.974987] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:49.100464] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:49.233780] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:49.375263] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:49.516241] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:49.661391] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:49.661694] [INFO ] [CONFIGURE ] CI: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:04:49.661759] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.5s/test | Remaining: 1898 tests
[2025-10-13T23:04:49.661797] [INFO ] [CONFIGURE ] CI: Testing feature 24/29: add_rsi
[2025-10-13T23:04:49.661829] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T23:04:49.812614] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:49.970765] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:50.129217] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:50.289744] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:50.445948] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:50.603083] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:50.761058] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:50.907686] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:51.056005] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:51.204372] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:51.204561] [INFO ] [CONFIGURE ] CI: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:04:51.204619] [INFO ] [CONFIGURE ] JOB ETA: 48.7m | Avg: 1.5s/test | Remaining: 1897 tests
[2025-10-13T23:04:51.204687] [INFO ] [CONFIGURE ] CI: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:04:51.204735] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T23:04:51.327539] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:51.461957] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:51.595082] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:51.735499] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:51.874356] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:52.001890] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:52.129173] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:04:52.252723] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:52.377524] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:52.502196] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:52.502372] [INFO ] [CONFIGURE ] CI: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:04:52.502418] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.5s/test | Remaining: 1896 tests
[2025-10-13T23:04:52.502451] [INFO ] [CONFIGURE ] CI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:04:52.502483] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T23:04:52.649291] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:52.773768] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:52.897071] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:53.027196] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:53.176972] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:53.325233] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:53.473521] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:53.605414] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:53.735013] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:53.861804] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:53.861976] [INFO ] [CONFIGURE ] CI: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:04:53.862076] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.5s/test | Remaining: 1895 tests
[2025-10-13T23:04:53.862131] [INFO ] [CONFIGURE ] CI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:04:53.862166] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T23:04:53.993874] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:54.125981] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:54.264628] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:54.395894] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:54.528819] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:54.663680] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:54.799175] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:54.937208] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:55.075324] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:55.214090] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:55.214209] [INFO ] [CONFIGURE ] CI: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:04:55.214254] [INFO ] [CONFIGURE ] JOB ETA: 48.6m | Avg: 1.5s/test | Remaining: 1894 tests
[2025-10-13T23:04:55.214290] [INFO ] [CONFIGURE ] CI: Testing feature 28/29: add_volume_profile
[2025-10-13T23:04:55.214320] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_volume_profile']
[2025-10-13T23:04:55.339238] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:55.464079] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:55.589197] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:55.717139] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:55.846764] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:55.977314] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:56.104759] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:56.245878] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:56.390633] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:56.541018] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:56.541310] [INFO ] [CONFIGURE ] CI: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:04:56.541364] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.5s/test | Remaining: 1893 tests
[2025-10-13T23:04:56.541401] [INFO ] [CONFIGURE ] CI: Testing feature 29/29: add_vwap
[2025-10-13T23:04:56.541434] [INFO ] [CONFIGURE ] CI: Testing with features: ['add_daily_returns', 'add_obv_interval', 'add_vwap']
[2025-10-13T23:04:56.694906] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:04:56.843546] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:04:56.990568] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:04:57.134102] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:57.278312] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:04:57.427405] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:57.572570] [DEBUG] [FORECASTER] CI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:57.727495] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:04:57.875671] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:04:58.018582] [DEBUG] [FORECASTER] CI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:58.018795] [INFO ] [CONFIGURE ] CI: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:04:58.018851] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.5s/test | Remaining: 1892 tests
[2025-10-13T23:04:58.018890] [INFO ] [CONFIGURE ] CI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:04:58.018922] [INFO ] [CONFIGURE ] CI: Best accuracy: 80.00%
[2025-10-13T23:04:58.018955] [INFO ] [CONFIGURE ] CI: Best feature set (2 features): ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:04:58.018984] [INFO ] [CONFIGURE ] CI: Improvement over baseline: 20.00%
[2025-10-13T23:04:58.019012] [INFO ] [CONFIGURE ] CI: Total time: 39.6 seconds
[2025-10-13T23:04:58.019039] [INFO ] [CONFIGURE ] CI: Average time per feature: 1.4 seconds
[2025-10-13T23:04:58.019068] [INFO ] [CONFIGURE ] CI: Average speed: 0.73 features/sec
[2025-10-13T23:04:58.019839] [INFO ] [LOCAL     ] Saved configuration for CI: 2 features, 80.00% accuracy -> ./output/feature-sets/CI.json
[2025-10-13T23:04:58.019897] [INFO ] [CONFIGURE ] CI: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:04:58.019960] [INFO ] [sig       ] [26/91] Successfully configured CI | 0.02 sym/s | Total: 19.7m | ETA: 49.2m
[2025-10-13T23:04:58.020032] [INFO ] [sig       ] [27/91] Configuring CIMN...
[2025-10-13T23:04:58.020089] [INFO ] [CONFIGURE ] CIMN: Configurate test run.
[2025-10-13T23:04:58.020152] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIMN' from 'https://tdm.silogroup.org/data/derivative_storage/CIMN.csv'.
[2025-10-13T23:04:58.032094] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CIMN'.
[2025-10-13T23:04:58.032427] [INFO ] [CONFIGURE ] CIMN: Testing with 29 available features
[2025-10-13T23:04:58.032482] [INFO ] [CONFIGURE ] CIMN: Establishing baseline with no features...
[2025-10-13T23:04:58.143071] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:58.260739] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:04:58.363453] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:04:58.477635] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:58.581611] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:04:58.706212] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:04:58.819119] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:04:58.935261] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:04:59.064604] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:04:59.197860] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:04:59.198101] [INFO ] [CONFIGURE ] CIMN: Baseline score (no features): 40.00%
[2025-10-13T23:04:59.198152] [INFO ] [CONFIGURE ] CIMN: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:04:59.198189] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:04:59.332136] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:04:59.464804] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:04:59.595096] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:04:59.725666] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:04:59.858778] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:04:59.986754] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:00.120997] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:00.257439] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:00.399860] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:00.550319] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:00.550756] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:05:00.550819] [INFO ] [CONFIGURE ] JOB ETA: 48.5m | Avg: 1.5s/test | Remaining: 1891 tests
[2025-10-13T23:05:00.550857] [INFO ] [CONFIGURE ] CIMN: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:05:00.550892] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:05:00.692827] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:00.832389] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:00.975505] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:01.113244] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:01.248902] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:01.393197] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:01.531008] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:01.686347] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:01.830468] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:01.961179] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:01.961378] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:05:01.961425] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.5s/test | Remaining: 1890 tests
[2025-10-13T23:05:01.961462] [INFO ] [CONFIGURE ] CIMN: Testing feature 3/29: add_daily_returns
[2025-10-13T23:05:01.961495] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_daily_returns']
[2025-10-13T23:05:02.081484] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:02.220727] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:02.342968] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:02.476665] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:02.605129] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:02.737113] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:02.863690] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:02.971561] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:03.092015] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:03.212167] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:05:03.212415] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:05:03.212475] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.5s/test | Remaining: 1889 tests
[2025-10-13T23:05:03.212514] [INFO ] [CONFIGURE ] CIMN: Testing feature 4/29: add_ema
[2025-10-13T23:05:03.212546] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema']
[2025-10-13T23:05:03.334623] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:03.453948] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:03.573606] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:03.688977] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:03.806507] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:03.936439] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:04.065459] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:04.201752] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:04.330822] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:04.463174] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:04.463387] [INFO ] [CONFIGURE ] CIMN: KEPT add_ema (score: 70.00%)
[2025-10-13T23:05:04.463436] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.5s/test | Remaining: 1888 tests
[2025-10-13T23:05:04.463472] [INFO ] [CONFIGURE ] CIMN: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:05:04.463505] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:05:04.672033] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:04.846926] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:05.037516] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:05.216931] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:05.393370] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:05.573444] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:05.736677] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:05.887955] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:06.038615] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:06.193942] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:06.194128] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:05:06.194177] [INFO ] [CONFIGURE ] JOB ETA: 48.4m | Avg: 1.5s/test | Remaining: 1887 tests
[2025-10-13T23:05:06.194214] [INFO ] [CONFIGURE ] CIMN: Testing feature 6/29: add_failed_moves
[2025-10-13T23:05:06.194247] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-13T23:05:06.328814] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:06.459898] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:06.601958] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:06.740938] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:06.885621] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:07.023071] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:07.163435] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:07.320318] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:07.472669] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:07.628632] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:07.628849] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:05:07.628916] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.5s/test | Remaining: 1886 tests
[2025-10-13T23:05:07.628956] [INFO ] [CONFIGURE ] CIMN: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:05:07.628989] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-13T23:05:07.763258] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:07.893070] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:08.010480] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:08.140954] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:08.264046] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:08.392361] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:08.516713] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:08.642953] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:08.768150] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:08.902811] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:08.902988] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:05:08.903034] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.5s/test | Remaining: 1885 tests
[2025-10-13T23:05:08.903068] [INFO ] [CONFIGURE ] CIMN: Testing feature 8/29: add_macd
[2025-10-13T23:05:08.903101] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:05:09.055393] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:09.327861] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:09.492402] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:09.659612] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:09.817208] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:09.974072] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:10.133308] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:10.295092] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:10.463079] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:10.630905] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:10.631138] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:05:10.631216] [INFO ] [CONFIGURE ] JOB ETA: 48.3m | Avg: 1.5s/test | Remaining: 1884 tests
[2025-10-13T23:05:10.631280] [INFO ] [CONFIGURE ] CIMN: Testing feature 9/29: add_mfi
[2025-10-13T23:05:10.631339] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_mfi']
[2025-10-13T23:05:10.765633] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:10.898848] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:11.031599] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:11.172740] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:11.311244] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:11.445530] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:11.581713] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:11.716879] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:11.861662] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:12.000858] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:12.001041] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:05:12.001088] [INFO ] [CONFIGURE ] JOB ETA: 48.2m | Avg: 1.5s/test | Remaining: 1883 tests
[2025-10-13T23:05:12.001124] [INFO ] [CONFIGURE ] CIMN: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:05:12.001157] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:05:12.148734] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:12.294776] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:12.442879] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:12.594210] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:12.757143] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:12.907517] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:13.058521] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:13.209440] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:13.361798] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:13.523602] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:13.523833] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:05:13.523893] [INFO ] [CONFIGURE ] JOB ETA: 48.2m | Avg: 1.5s/test | Remaining: 1882 tests
[2025-10-13T23:05:13.523931] [INFO ] [CONFIGURE ] CIMN: Testing feature 11/29: add_obv_daily
[2025-10-13T23:05:13.523962] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-13T23:05:13.653570] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:13.785827] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:13.922556] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:14.052939] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:14.190623] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:14.329732] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:14.465826] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:14.603248] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:14.738687] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:14.876101] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:14.876338] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:05:14.876406] [INFO ] [CONFIGURE ] JOB ETA: 48.2m | Avg: 1.5s/test | Remaining: 1881 tests
[2025-10-13T23:05:14.876447] [INFO ] [CONFIGURE ] CIMN: Testing feature 12/29: add_obv_interval
[2025-10-13T23:05:14.876480] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-13T23:05:15.016129] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:15.147968] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:15.282523] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:15.416362] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:15.545178] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:15.672970] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:15.809119] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:15.938012] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:16.068784] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:16.200928] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:16.201153] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:05:16.201261] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.5s/test | Remaining: 1880 tests
[2025-10-13T23:05:16.201335] [INFO ] [CONFIGURE ] CIMN: Testing feature 13/29: add_opening_strength
[2025-10-13T23:05:16.201393] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:05:16.342477] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:16.484110] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:16.621590] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:16.759367] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:16.929145] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:17.069307] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:17.208339] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:17.353712] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:05:17.496505] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:17.638875] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:17.639054] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:05:17.639098] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.5s/test | Remaining: 1879 tests
[2025-10-13T23:05:17.639132] [INFO ] [CONFIGURE ] CIMN: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:05:17.639161] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:05:17.778425] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:17.918529] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:18.064186] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:18.208978] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:18.353029] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:18.497499] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:18.643566] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:18.791870] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:18.938311] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:19.092613] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:19.092841] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:05:19.092893] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.5s/test | Remaining: 1878 tests
[2025-10-13T23:05:19.092954] [INFO ] [CONFIGURE ] CIMN: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:05:19.093012] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:05:19.221505] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:19.351419] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:19.484243] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:05:19.633874] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:19.776948] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:19.947310] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:20.090165] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:20.229612] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:20.377454] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:20.524980] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:20.525208] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:05:20.525272] [INFO ] [CONFIGURE ] JOB ETA: 48.1m | Avg: 1.5s/test | Remaining: 1877 tests
[2025-10-13T23:05:20.525332] [INFO ] [CONFIGURE ] CIMN: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:05:20.525401] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:05:20.675278] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:20.821206] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:20.968127] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:21.123764] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:21.274793] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:21.429599] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:21.569821] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:21.707894] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:21.849884] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:21.982065] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:21.982321] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:05:21.982386] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.5s/test | Remaining: 1876 tests
[2025-10-13T23:05:21.982424] [INFO ] [CONFIGURE ] CIMN: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:05:21.982455] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-13T23:05:22.115757] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:22.250140] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:22.386629] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:22.526091] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:22.664854] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:22.799146] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:22.980367] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:23.118189] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:23.256027] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:23.390600] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:23.390789] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:05:23.390840] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.5s/test | Remaining: 1875 tests
[2025-10-13T23:05:23.390876] [INFO ] [CONFIGURE ] CIMN: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:05:23.390906] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:05:23.511051] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:23.633016] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:23.756869] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:23.883821] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:24.017580] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:24.157957] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:24.286842] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:24.409903] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:24.531804] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:24.660795] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:24.660947] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:05:24.660991] [INFO ] [CONFIGURE ] JOB ETA: 48.0m | Avg: 1.5s/test | Remaining: 1874 tests
[2025-10-13T23:05:24.661026] [INFO ] [CONFIGURE ] CIMN: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:05:24.661057] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:05:24.779401] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:24.904039] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:25.028729] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:25.152805] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:25.283180] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:25.410336] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:25.538994] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:25.670263] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:25.799011] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:25.928462] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:25.928660] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:05:25.928724] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.5s/test | Remaining: 1873 tests
[2025-10-13T23:05:25.928763] [INFO ] [CONFIGURE ] CIMN: Testing feature 20/29: add_price_rejection
[2025-10-13T23:05:25.928796] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-13T23:05:26.058997] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:26.188276] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:26.320187] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:26.451596] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:26.582551] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:26.714101] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:26.850315] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:26.991933] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:27.138255] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:27.278604] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:27.278787] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:05:27.278839] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.5s/test | Remaining: 1872 tests
[2025-10-13T23:05:27.278876] [INFO ] [CONFIGURE ] CIMN: Testing feature 21/29: add_range_position
[2025-10-13T23:05:27.278908] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_range_position']
[2025-10-13T23:05:27.419518] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:27.561731] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:27.704141] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:27.846118] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:27.990470] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:28.137021] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:28.286079] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:28.441099] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:28.588372] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:28.731010] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:28.731214] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:05:28.731259] [INFO ] [CONFIGURE ] JOB ETA: 47.9m | Avg: 1.5s/test | Remaining: 1871 tests
[2025-10-13T23:05:28.731360] [INFO ] [CONFIGURE ] CIMN: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:05:28.731454] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-13T23:05:28.884170] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:29.086075] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:29.246664] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:29.409166] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:29.576475] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:29.775375] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:29.936228] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:30.104075] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:30.268970] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:30.431588] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:30.431809] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:05:30.431862] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.5s/test | Remaining: 1870 tests
[2025-10-13T23:05:30.431899] [INFO ] [CONFIGURE ] CIMN: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:05:30.431930] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-13T23:05:30.568923] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:30.700469] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:30.831623] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:30.962486] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:31.090776] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:31.216479] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:31.342872] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:31.470118] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:31.601596] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:31.730226] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:31.730372] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:05:31.730418] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.5s/test | Remaining: 1869 tests
[2025-10-13T23:05:31.730453] [INFO ] [CONFIGURE ] CIMN: Testing feature 24/29: add_rsi
[2025-10-13T23:05:31.730485] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:05:31.858579] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:31.983078] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:32.117069] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:32.245465] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:32.371253] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:32.500616] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:32.630558] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:32.760833] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:32.899994] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:33.033590] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:33.033795] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:05:33.033847] [INFO ] [CONFIGURE ] JOB ETA: 47.8m | Avg: 1.5s/test | Remaining: 1868 tests
[2025-10-13T23:05:33.033883] [INFO ] [CONFIGURE ] CIMN: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:05:33.033914] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-13T23:05:33.158834] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:33.280439] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:33.408224] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:33.536263] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:33.665180] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:33.791417] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:33.919593] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:34.111501] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:34.240629] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:34.367812] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:34.367983] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:05:34.368027] [INFO ] [CONFIGURE ] JOB ETA: 47.7m | Avg: 1.5s/test | Remaining: 1867 tests
[2025-10-13T23:05:34.368061] [INFO ] [CONFIGURE ] CIMN: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:05:34.368092] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-13T23:05:34.494141] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:34.620627] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:05:34.749636] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:34.876916] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:35.007033] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:35.138254] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:35.279623] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:35.414692] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:35.549770] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:35.690365] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:35.690547] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:05:35.690592] [INFO ] [CONFIGURE ] JOB ETA: 47.7m | Avg: 1.5s/test | Remaining: 1866 tests
[2025-10-13T23:05:35.690628] [INFO ] [CONFIGURE ] CIMN: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:05:35.690696] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-13T23:05:35.754162] [FATAL] [FORECASTER] Failed to test lookback=11: [23:05:35] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:35.816539] [FATAL] [FORECASTER] Failed to test lookback=10: [23:05:35] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:35.881341] [FATAL] [FORECASTER] Failed to test lookback=9: [23:05:35] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:35.945941] [FATAL] [FORECASTER] Failed to test lookback=8: [23:05:35] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.009889] [FATAL] [FORECASTER] Failed to test lookback=7: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.073514] [FATAL] [FORECASTER] Failed to test lookback=6: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.137364] [FATAL] [FORECASTER] Failed to test lookback=5: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.201862] [FATAL] [FORECASTER] Failed to test lookback=4: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.267674] [FATAL] [FORECASTER] Failed to test lookback=3: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.332224] [FATAL] [FORECASTER] Failed to test lookback=2: [23:05:36] /workspace/src/data/gradient_index.h:100: Check failed: valid: Input data contains `inf` or a value too large, while `missing` is not set to `inf`
Stack trace:
  [bt] (0) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x2a6e7c) [0x7fd8d5ca6e7c]
  [bt] (1) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5eba2d) [0x7fd8d5feba2d]
  [bt] (2) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5e96cb) [0x7fd8d5fe96cb]
  [bt] (3) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x5ea8f9) [0x7fd8d5fea8f9]
  [bt] (4) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(+0x57b4f1) [0x7fd8d5f7b4f1]
  [bt] (5) /usr/local/lib/python3.13/site-packages/xgboost/lib/libxgboost.so(XGQuantileDMatrixCreateFromCallback+0x178) [0x7fd8d5bb9378]
  [bt] (6) /lib64/libffi.so.8(+0x9056) [0x7fd8fdfa6056]
  [bt] (7) /lib64/libffi.so.8(+0x474d) [0x7fd8fdfa174d]
  [bt] (8) /lib64/libffi.so.8(ffi_call+0x12e) [0x7fd8fdfa464e]


[2025-10-13T23:05:36.332559] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_volume_price_divergence (score: 0.00%)
[2025-10-13T23:05:36.332615] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.5s/test | Remaining: 1865 tests
[2025-10-13T23:05:36.332682] [INFO ] [CONFIGURE ] CIMN: Testing feature 28/29: add_volume_profile
[2025-10-13T23:05:36.332736] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-13T23:05:36.459660] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:36.588792] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:36.717142] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:36.846090] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:36.975711] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:37.104674] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:37.259998] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:37.397764] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:37.532622] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:05:37.666724] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:37.667024] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:05:37.667083] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.5s/test | Remaining: 1864 tests
[2025-10-13T23:05:37.667121] [INFO ] [CONFIGURE ] CIMN: Testing feature 29/29: add_vwap
[2025-10-13T23:05:37.667152] [INFO ] [CONFIGURE ] CIMN: Testing with features: ['add_ema', 'add_vwap']
[2025-10-13T23:05:37.864720] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:37.996330] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:38.128312] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:05:38.265520] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:05:38.399443] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:38.540033] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:05:38.677893] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:05:38.815534] [DEBUG] [FORECASTER] CIMN: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:38.954396] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:05:39.115194] [DEBUG] [FORECASTER] CIMN: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:05:39.115376] [INFO ] [CONFIGURE ] CIMN: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:05:39.115424] [INFO ] [CONFIGURE ] JOB ETA: 47.6m | Avg: 1.5s/test | Remaining: 1863 tests
[2025-10-13T23:05:39.115488] [INFO ] [CONFIGURE ] CIMN: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:05:39.115562] [INFO ] [CONFIGURE ] CIMN: Best accuracy: 70.00%
[2025-10-13T23:05:39.115659] [INFO ] [CONFIGURE ] CIMN: Best feature set (1 features): ['add_ema']
[2025-10-13T23:05:39.115719] [INFO ] [CONFIGURE ] CIMN: Improvement over baseline: 30.00%
[2025-10-13T23:05:39.115751] [INFO ] [CONFIGURE ] CIMN: Total time: 39.9 seconds
[2025-10-13T23:05:39.115779] [INFO ] [CONFIGURE ] CIMN: Average time per feature: 1.4 seconds
[2025-10-13T23:05:39.115806] [INFO ] [CONFIGURE ] CIMN: Average speed: 0.73 features/sec
[2025-10-13T23:05:39.116975] [INFO ] [LOCAL     ] Saved configuration for CIMN: 1 features, 70.00% accuracy -> ./output/feature-sets/CIMN.json
[2025-10-13T23:05:39.117032] [INFO ] [CONFIGURE ] CIMN: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-13T23:05:39.117134] [INFO ] [sig       ] [27/91] Successfully configured CIMN | 0.02 sym/s | Total: 20.4m | ETA: 48.2m
[2025-10-13T23:05:39.117194] [INFO ] [sig       ] [28/91] Configuring CLH...
[2025-10-13T23:05:39.117226] [INFO ] [CONFIGURE ] CLH: Configurate test run.
[2025-10-13T23:05:39.117319] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLH' from 'https://tdm.silogroup.org/data/derivative_storage/CLH.csv'.
[2025-10-13T23:05:39.140321] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLH'.
[2025-10-13T23:05:39.140765] [INFO ] [CONFIGURE ] CLH: Testing with 29 available features
[2025-10-13T23:05:39.140829] [INFO ] [CONFIGURE ] CLH: Establishing baseline with no features...
[2025-10-13T23:05:39.269692] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:39.391770] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:39.515880] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:39.640917] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:05:39.752996] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:39.870405] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:39.978131] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:40.090189] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:05:40.201092] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:05:40.311366] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:40.311556] [INFO ] [CONFIGURE ] CLH: Baseline score (no features): 40.00%
[2025-10-13T23:05:40.311620] [INFO ] [CONFIGURE ] CLH: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:05:40.311687] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:05:40.437732] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:40.558006] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:40.683984] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:40.803548] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:05:40.922867] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:05:41.047754] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:41.177223] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:41.303509] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:41.430553] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:05:41.558718] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:41.558891] [INFO ] [CONFIGURE ] CLH: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:05:41.558934] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.5s/test | Remaining: 1862 tests
[2025-10-13T23:05:41.558968] [INFO ] [CONFIGURE ] CLH: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:05:41.558999] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:05:41.689728] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:41.819024] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:41.937724] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:42.057399] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:42.179152] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:42.310924] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:42.442500] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:42.576786] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:42.707968] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:42.839321] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:42.839487] [INFO ] [CONFIGURE ] CLH: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T23:05:42.839532] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.5s/test | Remaining: 1861 tests
[2025-10-13T23:05:42.839566] [INFO ] [CONFIGURE ] CLH: Testing feature 3/29: add_daily_returns
[2025-10-13T23:05:42.839597] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:05:42.967435] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:43.100532] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:43.230733] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:43.379972] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:43.523977] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:43.669461] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:43.821726] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:43.976443] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:44.123195] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:44.276010] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:05:44.276306] [INFO ] [CONFIGURE ] CLH: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:05:44.276424] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.5s/test | Remaining: 1860 tests
[2025-10-13T23:05:44.276515] [INFO ] [CONFIGURE ] CLH: Testing feature 4/29: add_ema
[2025-10-13T23:05:44.276581] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:05:44.445740] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:44.612935] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:44.776741] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:44.937512] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:05:45.202899] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:45.369486] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:45.536194] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:45.702860] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:45.865562] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:46.033589] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:05:46.033929] [INFO ] [CONFIGURE ] CLH: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:05:46.034004] [INFO ] [CONFIGURE ] JOB ETA: 47.5m | Avg: 1.5s/test | Remaining: 1859 tests
[2025-10-13T23:05:46.034065] [INFO ] [CONFIGURE ] CLH: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:05:46.034104] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:05:46.196863] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:46.360056] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:46.528148] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:46.708294] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:05:46.880794] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:47.047059] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:05:47.225986] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:47.397962] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:05:47.578869] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:47.751609] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:47.751817] [INFO ] [CONFIGURE ] CLH: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:05:47.751869] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.5s/test | Remaining: 1858 tests
[2025-10-13T23:05:47.751923] [INFO ] [CONFIGURE ] CLH: Testing feature 6/29: add_failed_moves
[2025-10-13T23:05:47.751979] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:05:47.896330] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:48.030032] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:48.163186] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:48.298142] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:48.432498] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:48.571104] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:48.712185] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:48.848799] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:48.985494] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:49.128961] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:49.129119] [INFO ] [CONFIGURE ] CLH: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:05:49.129164] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.5s/test | Remaining: 1857 tests
[2025-10-13T23:05:49.129198] [INFO ] [CONFIGURE ] CLH: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:05:49.129229] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:05:49.253752] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:49.378527] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:49.507979] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:49.636117] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:49.765275] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:49.892264] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:50.019932] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:50.150764] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:50.283453] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:50.444934] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:50.445123] [INFO ] [CONFIGURE ] CLH: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:05:50.445186] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.5s/test | Remaining: 1856 tests
[2025-10-13T23:05:50.445224] [INFO ] [CONFIGURE ] CLH: Testing feature 8/29: add_macd
[2025-10-13T23:05:50.445256] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:05:50.611143] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:50.776244] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:50.957468] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:05:51.137142] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:51.317049] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:51.483639] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:51.651196] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:51.818325] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:51.985202] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:52.151793] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:52.151976] [INFO ] [CONFIGURE ] CLH: KEPT add_macd (score: 70.00%)
[2025-10-13T23:05:52.152023] [INFO ] [CONFIGURE ] JOB ETA: 47.4m | Avg: 1.5s/test | Remaining: 1855 tests
[2025-10-13T23:05:52.152058] [INFO ] [CONFIGURE ] CLH: Testing feature 9/29: add_mfi
[2025-10-13T23:05:52.152090] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T23:05:52.331574] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:52.511150] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:52.696535] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:05:52.886293] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:53.073078] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:53.258790] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:53.448436] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:53.639085] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:53.828010] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:54.015468] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:54.015694] [INFO ] [CONFIGURE ] CLH: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:05:54.015757] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1854 tests
[2025-10-13T23:05:54.015795] [INFO ] [CONFIGURE ] CLH: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:05:54.015828] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:05:54.210533] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:54.413001] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:54.604423] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:54.796473] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:05:54.989003] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:55.185116] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:05:55.380772] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:55.578271] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:55.782005] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:55.987163] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:55.987338] [INFO ] [CONFIGURE ] CLH: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:05:55.987382] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1853 tests
[2025-10-13T23:05:55.987418] [INFO ] [CONFIGURE ] CLH: Testing feature 11/29: add_obv_daily
[2025-10-13T23:05:55.987501] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-13T23:05:56.167577] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:56.343352] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:56.560117] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:05:56.746100] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:56.958483] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:57.169009] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:05:57.417356] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:57.641477] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:57.883471] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:58.060532] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:05:58.060733] [INFO ] [CONFIGURE ] CLH: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:05:58.060791] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1852 tests
[2025-10-13T23:05:58.060828] [INFO ] [CONFIGURE ] CLH: Testing feature 12/29: add_obv_interval
[2025-10-13T23:05:58.060859] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-13T23:05:58.221878] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:05:58.384816] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:05:58.550502] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:05:58.714920] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:05:58.879871] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:05:59.045559] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:05:59.212539] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:05:59.385578] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:05:59.580551] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:05:59.750957] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:05:59.751140] [INFO ] [CONFIGURE ] CLH: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:05:59.751185] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1851 tests
[2025-10-13T23:05:59.751220] [INFO ] [CONFIGURE ] CLH: Testing feature 13/29: add_opening_strength
[2025-10-13T23:05:59.751252] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:05:59.929354] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:00.115249] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:00.292173] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:00.467436] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:06:00.643614] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:00.821438] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:01.024585] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:01.218278] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:01.409714] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:01.600736] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:01.600906] [INFO ] [CONFIGURE ] CLH: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:06:01.600951] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1850 tests
[2025-10-13T23:06:01.600985] [INFO ] [CONFIGURE ] CLH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:06:01.601016] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_order_flow_imbalance']
[2025-10-13T23:06:01.797884] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:01.993891] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:02.179907] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:02.370639] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:02.559272] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:02.745013] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:02.932938] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:03.141317] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:03.332860] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:03.525308] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:03.525498] [INFO ] [CONFIGURE ] CLH: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:06:03.525544] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1849 tests
[2025-10-13T23:06:03.525578] [INFO ] [CONFIGURE ] CLH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:06:03.525611] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum']
[2025-10-13T23:06:03.692234] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:03.880815] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:04.049396] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:04.224011] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:04.402497] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:04.588412] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:04.774480] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:04.944542] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:05.112964] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:05.290047] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:05.290332] [INFO ] [CONFIGURE ] CLH: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:06:05.290390] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1848 tests
[2025-10-13T23:06:05.290429] [INFO ] [CONFIGURE ] CLH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:06:05.290591] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_overnight_gap']
[2025-10-13T23:06:05.483306] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:05.712571] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:05.894338] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:06.075043] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:06.258383] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:06.447674] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:06.625553] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:06.792973] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:06.961068] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:07.150853] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:07.152158] [INFO ] [CONFIGURE ] CLH: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:06:07.152221] [INFO ] [CONFIGURE ] JOB ETA: 47.3m | Avg: 1.5s/test | Remaining: 1847 tests
[2025-10-13T23:06:07.152257] [INFO ] [CONFIGURE ] CLH: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:06:07.152289] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_return_2d']
[2025-10-13T23:06:07.337122] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:07.520941] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:07.705202] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:07.899125] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:08.085327] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:08.274111] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:08.466456] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:08.657141] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:08.850615] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:09.046509] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:09.046747] [INFO ] [CONFIGURE ] CLH: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:06:09.046805] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1846 tests
[2025-10-13T23:06:09.046844] [INFO ] [CONFIGURE ] CLH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:06:09.046877] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_volatility_5d']
[2025-10-13T23:06:09.220532] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:09.390945] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:09.559115] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:09.738392] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:06:09.912516] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:10.081209] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:10.249035] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:10.415148] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:10.589098] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:10.759114] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:10.759307] [INFO ] [CONFIGURE ] CLH: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:06:10.759369] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1845 tests
[2025-10-13T23:06:10.759407] [INFO ] [CONFIGURE ] CLH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:06:10.759439] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_pbf_vs_sma_5']
[2025-10-13T23:06:10.922737] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:11.092526] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:11.270078] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:11.438742] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:11.607183] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:11.773976] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:11.944925] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:12.114607] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:12.282624] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:12.451703] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:12.451910] [INFO ] [CONFIGURE ] CLH: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:06:12.451958] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1844 tests
[2025-10-13T23:06:12.451993] [INFO ] [CONFIGURE ] CLH: Testing feature 20/29: add_price_rejection
[2025-10-13T23:06:12.452026] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_price_rejection']
[2025-10-13T23:06:12.627019] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:12.797457] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:12.980299] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:13.186302] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:06:13.380788] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:13.562923] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:13.745803] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:13.932768] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:14.116467] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:14.298835] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:14.299072] [INFO ] [CONFIGURE ] CLH: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:06:14.299148] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1843 tests
[2025-10-13T23:06:14.299194] [INFO ] [CONFIGURE ] CLH: Testing feature 21/29: add_range_position
[2025-10-13T23:06:14.299231] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_range_position']
[2025-10-13T23:06:14.485818] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:14.670826] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:14.850204] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:15.029730] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:15.214345] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:15.395791] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:15.576826] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:15.757885] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:15.945464] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:16.130981] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:16.131136] [INFO ] [CONFIGURE ] CLH: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:06:16.131200] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1842 tests
[2025-10-13T23:06:16.131271] [INFO ] [CONFIGURE ] CLH: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:06:16.131326] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_realized_volatility']
[2025-10-13T23:06:16.320178] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:16.512845] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:16.719443] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:16.934094] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:06:17.132847] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:17.339410] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:17.542291] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:17.750923] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:17.955175] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:18.157108] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:18.157320] [INFO ] [CONFIGURE ] CLH: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:06:18.157368] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1841 tests
[2025-10-13T23:06:18.157420] [INFO ] [CONFIGURE ] CLH: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:06:18.157474] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_recent_range_context']
[2025-10-13T23:06:18.335920] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:18.512637] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:18.688082] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:18.865469] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:19.036739] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:19.210181] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:06:19.389668] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:19.566174] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:19.750295] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:19.946889] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:19.947102] [INFO ] [CONFIGURE ] CLH: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:06:19.947166] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1840 tests
[2025-10-13T23:06:19.947203] [INFO ] [CONFIGURE ] CLH: Testing feature 24/29: add_rsi
[2025-10-13T23:06:19.947236] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_ema', 'add_rsi']
[2025-10-13T23:06:20.153411] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:20.345870] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:20.541406] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:20.746627] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:20.941499] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:21.137205] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:06:21.329997] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:21.527291] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:21.722839] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:21.921339] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:21.921549] [INFO ] [CONFIGURE ] CLH: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:06:21.921599] [INFO ] [CONFIGURE ] JOB ETA: 47.2m | Avg: 1.5s/test | Remaining: 1839 tests
[2025-10-13T23:06:21.921634] [INFO ] [CONFIGURE ] CLH: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:06:21.921708] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_tick_distribution']
[2025-10-13T23:06:22.095402] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:22.266017] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:22.438723] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:22.620583] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:22.797853] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:22.971003] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:06:23.145884] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:23.327917] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:23.514152] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:23.706859] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:23.707105] [INFO ] [CONFIGURE ] CLH: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:06:23.707158] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.5s/test | Remaining: 1838 tests
[2025-10-13T23:06:23.707193] [INFO ] [CONFIGURE ] CLH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:06:23.707225] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_volume_momentum_confirmation']
[2025-10-13T23:06:23.884150] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:24.057899] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:24.231182] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:24.405031] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:24.589355] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:24.774856] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:24.972906] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:25.157789] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:25.344979] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:25.535975] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:25.536146] [INFO ] [CONFIGURE ] CLH: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:06:25.536191] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.5s/test | Remaining: 1837 tests
[2025-10-13T23:06:25.536225] [INFO ] [CONFIGURE ] CLH: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:06:25.536257] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_volume_price_divergence']
[2025-10-13T23:06:25.724332] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:25.921148] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:26.117589] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:26.320526] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:06:26.521036] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:26.720924] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:26.917365] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:27.119759] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:06:27.335967] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:27.535174] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:27.535475] [INFO ] [CONFIGURE ] CLH: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:06:27.535532] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.5s/test | Remaining: 1836 tests
[2025-10-13T23:06:27.535570] [INFO ] [CONFIGURE ] CLH: Testing feature 28/29: add_volume_profile
[2025-10-13T23:06:27.535604] [INFO ] [CONFIGURE ] CLH: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd', 'add_volume_profile']
[2025-10-13T23:06:27.724943] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:06:27.923351] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:06:28.121176] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:28.309805] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:06:28.501903] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:28.703295] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:06:28.909403] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:29.117411] [DEBUG] [FORECASTER] CLH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:06:29.324637] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:29.532878] [DEBUG] [FORECASTER] CLH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:29.533163] [INFO ] [CONFIGURE ] CLH: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:06:29.533224] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.5s/test | Remaining: 1835 tests
[2025-10-13T23:06:29.533277] [INFO ] [CONFIGURE ] CLH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:06:29.533332] [INFO ] [CONFIGURE ] CLH: Best accuracy: 70.00%
[2025-10-13T23:06:29.533368] [INFO ] [CONFIGURE ] CLH: Best feature set (3 features): ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:06:29.533398] [INFO ] [CONFIGURE ] CLH: Improvement over baseline: 30.00%
[2025-10-13T23:06:29.533425] [INFO ] [CONFIGURE ] CLH: Total time: 49.2 seconds
[2025-10-13T23:06:29.533453] [INFO ] [CONFIGURE ] CLH: Average time per feature: 1.8 seconds
[2025-10-13T23:06:29.533480] [INFO ] [CONFIGURE ] CLH: Average speed: 0.59 features/sec
[2025-10-13T23:06:29.534149] [INFO ] [LOCAL     ] Saved configuration for CLH: 3 features, 70.00% accuracy -> ./output/feature-sets/CLH.json
[2025-10-13T23:06:29.534205] [INFO ] [CONFIGURE ] CLH: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T23:06:29.534266] [INFO ] [sig       ] [28/91] Successfully configured CLH | 0.02 sym/s | Total: 21.2m | ETA: 47.7m
[2025-10-13T23:06:29.534335] [INFO ] [sig       ] [29/91] Configuring CNA...
[2025-10-13T23:06:29.534390] [INFO ] [CONFIGURE ] CNA: Configurate test run.
[2025-10-13T23:06:29.534453] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNA' from 'https://tdm.silogroup.org/data/derivative_storage/CNA.csv'.
[2025-10-13T23:06:29.547195] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNA'.
[2025-10-13T23:06:29.547846] [INFO ] [CONFIGURE ] CNA: Testing with 29 available features
[2025-10-13T23:06:29.548137] [INFO ] [CONFIGURE ] CNA: Establishing baseline with no features...
[2025-10-13T23:06:29.677974] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:29.804757] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:29.915474] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:30.031785] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:30.150247] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:30.274294] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:30.388463] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:30.508585] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:30.631446] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:30.748568] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:30.748844] [INFO ] [CONFIGURE ] CNA: Baseline score (no features): 70.00%
[2025-10-13T23:06:30.748903] [INFO ] [CONFIGURE ] CNA: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:06:30.748943] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:06:30.875119] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:31.005518] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:31.137091] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:31.282845] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:31.420346] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:31.551459] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:06:31.698997] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:31.843288] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:31.980764] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:32.105612] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:32.105826] [INFO ] [CONFIGURE ] CNA: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:06:32.105878] [INFO ] [CONFIGURE ] JOB ETA: 47.1m | Avg: 1.5s/test | Remaining: 1834 tests
[2025-10-13T23:06:32.105916] [INFO ] [CONFIGURE ] CNA: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:06:32.105948] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:06:32.228745] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:32.353009] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:32.492863] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:32.617542] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:32.741314] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:32.901499] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:33.027092] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:33.153684] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:33.282037] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:33.413968] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:33.414148] [INFO ] [CONFIGURE ] CNA: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T23:06:33.414195] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.5s/test | Remaining: 1833 tests
[2025-10-13T23:06:33.414231] [INFO ] [CONFIGURE ] CNA: Testing feature 3/29: add_daily_returns
[2025-10-13T23:06:33.414264] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_daily_returns']
[2025-10-13T23:06:33.530361] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:33.641964] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:33.753300] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:33.864993] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:33.976044] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:34.089445] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:34.203157] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:34.322869] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:34.430075] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:34.539521] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:34.539710] [INFO ] [CONFIGURE ] CNA: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:06:34.539769] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.5s/test | Remaining: 1832 tests
[2025-10-13T23:06:34.539805] [INFO ] [CONFIGURE ] CNA: Testing feature 4/29: add_ema
[2025-10-13T23:06:34.539838] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_ema']
[2025-10-13T23:06:34.665132] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:34.788083] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:34.907507] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:35.027056] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:35.146099] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:35.267064] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:35.387735] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:35.508956] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:35.639094] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:35.762637] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:35.762801] [INFO ] [CONFIGURE ] CNA: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:06:35.762848] [INFO ] [CONFIGURE ] JOB ETA: 47.0m | Avg: 1.5s/test | Remaining: 1831 tests
[2025-10-13T23:06:35.762882] [INFO ] [CONFIGURE ] CNA: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:06:35.762913] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:06:35.902807] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:36.031764] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:36.161105] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:36.291297] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:36.425387] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:36.558195] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:36.697007] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:36.827916] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:36.963234] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:37.096301] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:37.096462] [INFO ] [CONFIGURE ] CNA: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:06:37.096508] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.5s/test | Remaining: 1830 tests
[2025-10-13T23:06:37.096542] [INFO ] [CONFIGURE ] CNA: Testing feature 6/29: add_failed_moves
[2025-10-13T23:06:37.096573] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_failed_moves']
[2025-10-13T23:06:37.205584] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.314465] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.424624] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:37.534856] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.646790] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.762925] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.875832] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:37.990295] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:38.104722] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:38.225427] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:38.225623] [INFO ] [CONFIGURE ] CNA: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:06:38.225740] [INFO ] [CONFIGURE ] JOB ETA: 46.9m | Avg: 1.5s/test | Remaining: 1829 tests
[2025-10-13T23:06:38.225784] [INFO ] [CONFIGURE ] CNA: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:06:38.225816] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_lag_shelf']
[2025-10-13T23:06:38.327229] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:38.433007] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:38.536172] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:38.645702] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:38.747298] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:38.850307] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:38.985670] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:39.097228] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:39.206602] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:39.327233] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:39.327372] [INFO ] [CONFIGURE ] CNA: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:06:39.327415] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.5s/test | Remaining: 1828 tests
[2025-10-13T23:06:39.327449] [INFO ] [CONFIGURE ] CNA: Testing feature 8/29: add_macd
[2025-10-13T23:06:39.327479] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:06:39.472007] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:39.631338] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:39.782490] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:39.932812] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:40.088478] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:40.243422] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:40.394545] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:40.548884] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:40.707981] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:40.862706] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:40.862902] [INFO ] [CONFIGURE ] CNA: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:06:40.862950] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.5s/test | Remaining: 1827 tests
[2025-10-13T23:06:40.862985] [INFO ] [CONFIGURE ] CNA: Testing feature 9/29: add_mfi
[2025-10-13T23:06:40.863016] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_mfi']
[2025-10-13T23:06:40.997599] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.131491] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.257407] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:41.384388] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.510097] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.635577] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.763365] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:41.891721] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:42.037065] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:42.163558] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:42.163745] [INFO ] [CONFIGURE ] CNA: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:06:42.163808] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.5s/test | Remaining: 1826 tests
[2025-10-13T23:06:42.163845] [INFO ] [CONFIGURE ] CNA: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:06:42.163876] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:06:42.312549] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:42.451379] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:42.594987] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:42.737127] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:42.879314] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:43.025320] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:43.169212] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:43.320102] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:43.463155] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:43.610764] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:43.610927] [INFO ] [CONFIGURE ] CNA: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:06:43.610984] [INFO ] [CONFIGURE ] JOB ETA: 46.8m | Avg: 1.5s/test | Remaining: 1825 tests
[2025-10-13T23:06:43.611020] [INFO ] [CONFIGURE ] CNA: Testing feature 11/29: add_obv_daily
[2025-10-13T23:06:43.611051] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_obv_daily']
[2025-10-13T23:06:43.726545] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:43.842934] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:43.960028] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:44.079387] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:44.198255] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:44.318257] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:44.438158] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:44.559131] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:44.691247] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:44.814688] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:44.814889] [INFO ] [CONFIGURE ] CNA: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:06:44.814951] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.5s/test | Remaining: 1824 tests
[2025-10-13T23:06:44.814990] [INFO ] [CONFIGURE ] CNA: Testing feature 12/29: add_obv_interval
[2025-10-13T23:06:44.815023] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_obv_interval']
[2025-10-13T23:06:44.951875] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.074724] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.193050] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:45.314544] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.433763] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.547508] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.661526] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:45.777047] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:45.891113] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:46.006961] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:46.007086] [INFO ] [CONFIGURE ] CNA: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:06:46.007131] [INFO ] [CONFIGURE ] JOB ETA: 46.7m | Avg: 1.5s/test | Remaining: 1823 tests
[2025-10-13T23:06:46.007165] [INFO ] [CONFIGURE ] CNA: Testing feature 13/29: add_opening_strength
[2025-10-13T23:06:46.007194] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:06:46.128688] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:46.253400] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:46.374292] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:46.499789] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:46.622183] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:46.745673] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:06:46.868618] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:46.992601] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:47.120989] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:06:47.248212] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:47.248369] [INFO ] [CONFIGURE ] CNA: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:06:47.248413] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.5s/test | Remaining: 1822 tests
[2025-10-13T23:06:47.248446] [INFO ] [CONFIGURE ] CNA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:06:47.248476] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:06:47.371441] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:47.517410] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:47.657389] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:47.792869] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:47.922967] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:48.081752] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:06:48.215663] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:48.350273] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:48.481788] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:48.613124] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:06:48.613350] [INFO ] [CONFIGURE ] CNA: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:06:48.613415] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.5s/test | Remaining: 1821 tests
[2025-10-13T23:06:48.613454] [INFO ] [CONFIGURE ] CNA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:06:48.613486] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:06:48.724793] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:48.836725] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:48.952525] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:49.064465] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:49.176910] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:49.293137] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:49.409979] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:49.522257] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:49.641871] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:49.777859] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:49.778133] [INFO ] [CONFIGURE ] CNA: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:06:49.778254] [INFO ] [CONFIGURE ] JOB ETA: 46.6m | Avg: 1.5s/test | Remaining: 1820 tests
[2025-10-13T23:06:49.778315] [INFO ] [CONFIGURE ] CNA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:06:49.778352] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:06:49.906702] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:50.036443] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:50.166505] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:50.304487] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:50.430584] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:50.580199] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:06:50.729131] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:50.884831] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:51.058599] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:51.220266] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:51.220463] [INFO ] [CONFIGURE ] CNA: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:06:51.220530] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.5s/test | Remaining: 1819 tests
[2025-10-13T23:06:51.220592] [INFO ] [CONFIGURE ] CNA: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:06:51.220629] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:06:51.364958] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:51.509385] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:51.657893] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:51.794088] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:51.937893] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:52.081337] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:06:52.222181] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:06:52.348179] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:52.472631] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:52.597396] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:52.597579] [INFO ] [CONFIGURE ] CNA: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:06:52.597660] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.5s/test | Remaining: 1818 tests
[2025-10-13T23:06:52.597719] [INFO ] [CONFIGURE ] CNA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:06:52.597754] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:06:52.708353] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:52.817740] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:52.929204] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:53.039279] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:53.151453] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:53.263264] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:53.376395] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:53.492261] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:53.604960] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:53.717772] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:53.717918] [INFO ] [CONFIGURE ] CNA: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:06:53.717962] [INFO ] [CONFIGURE ] JOB ETA: 46.5m | Avg: 1.5s/test | Remaining: 1817 tests
[2025-10-13T23:06:53.717996] [INFO ] [CONFIGURE ] CNA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:06:53.718026] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:06:53.829899] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:53.947434] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:54.075584] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:54.204901] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:54.340890] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:54.464330] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:54.599561] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:54.733859] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:54.864629] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:54.997436] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:54.997686] [INFO ] [CONFIGURE ] CNA: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:06:54.997771] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.5s/test | Remaining: 1816 tests
[2025-10-13T23:06:54.997851] [INFO ] [CONFIGURE ] CNA: Testing feature 20/29: add_price_rejection
[2025-10-13T23:06:54.997932] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_price_rejection']
[2025-10-13T23:06:55.138240] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:55.271523] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:55.396117] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:55.524799] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:55.651791] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:55.784354] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:55.920799] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:56.063101] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:56.191531] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:56.319578] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:56.319779] [INFO ] [CONFIGURE ] CNA: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:06:56.319832] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.5s/test | Remaining: 1815 tests
[2025-10-13T23:06:56.319868] [INFO ] [CONFIGURE ] CNA: Testing feature 21/29: add_range_position
[2025-10-13T23:06:56.319899] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position']
[2025-10-13T23:06:56.456214] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:56.594604] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:56.732825] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:06:56.869718] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:57.002915] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:06:57.138607] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:57.271799] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:57.405386] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:06:57.543852] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:57.679930] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:57.680095] [INFO ] [CONFIGURE ] CNA: KEPT add_range_position (score: 80.00%)
[2025-10-13T23:06:57.680142] [INFO ] [CONFIGURE ] JOB ETA: 46.4m | Avg: 1.5s/test | Remaining: 1814 tests
[2025-10-13T23:06:57.680177] [INFO ] [CONFIGURE ] CNA: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:06:57.680209] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_realized_volatility']
[2025-10-13T23:06:57.849350] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:06:58.017815] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:58.188810] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:58.362166] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:06:58.533341] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:06:58.709457] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:06:58.885595] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:06:59.061080] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:06:59.239795] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:06:59.412368] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:06:59.412497] [INFO ] [CONFIGURE ] CNA: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:06:59.412542] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.5s/test | Remaining: 1813 tests
[2025-10-13T23:06:59.412576] [INFO ] [CONFIGURE ] CNA: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:06:59.412606] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_recent_range_context']
[2025-10-13T23:06:59.554426] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:06:59.701834] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:06:59.845254] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:06:59.989456] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:00.134275] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:07:00.292347] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:00.438908] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:00.584045] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:00.729774] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:00.877531] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:00.877708] [INFO ] [CONFIGURE ] CNA: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:07:00.877772] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.5s/test | Remaining: 1812 tests
[2025-10-13T23:07:00.877809] [INFO ] [CONFIGURE ] CNA: Testing feature 24/29: add_rsi
[2025-10-13T23:07:00.877841] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_ema', 'add_rsi']
[2025-10-13T23:07:01.041832] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:07:01.204153] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:01.364829] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:07:01.531356] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:01.682931] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:07:01.831778] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:01.991348] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:02.151288] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:02.311449] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:02.468377] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:02.468551] [INFO ] [CONFIGURE ] CNA: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:07:02.468602] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.5s/test | Remaining: 1811 tests
[2025-10-13T23:07:02.468638] [INFO ] [CONFIGURE ] CNA: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:07:02.468774] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_tick_distribution']
[2025-10-13T23:07:02.601779] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:07:02.738488] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:02.873745] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:07:03.009623] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:03.138125] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:07:03.270079] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:03.401330] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:03.532717] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:03.665281] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:03.798032] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:03.798148] [INFO ] [CONFIGURE ] CNA: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:07:03.798192] [INFO ] [CONFIGURE ] JOB ETA: 46.3m | Avg: 1.5s/test | Remaining: 1810 tests
[2025-10-13T23:07:03.798225] [INFO ] [CONFIGURE ] CNA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:07:03.798254] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_volume_momentum_confirmation']
[2025-10-13T23:07:03.925245] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:07:04.051985] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:04.178187] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:07:04.304853] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:04.437059] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:07:04.579711] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:04.729146] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:04.877836] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:05.023508] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:05.170383] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:05.170576] [INFO ] [CONFIGURE ] CNA: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:07:05.170624] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.5s/test | Remaining: 1809 tests
[2025-10-13T23:07:05.170695] [INFO ] [CONFIGURE ] CNA: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:07:05.170742] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_volume_price_divergence']
[2025-10-13T23:07:05.316560] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:05.464848] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:05.617326] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:07:05.765915] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:05.912170] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:07:06.068107] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:06.234396] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:06.384952] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:06.533996] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:06.680841] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:06.681009] [INFO ] [CONFIGURE ] CNA: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:07:06.681078] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.5s/test | Remaining: 1808 tests
[2025-10-13T23:07:06.681115] [INFO ] [CONFIGURE ] CNA: Testing feature 28/29: add_volume_profile
[2025-10-13T23:07:06.681146] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_volume_profile']
[2025-10-13T23:07:06.813066] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:06.942971] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:07.078046] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:07:07.208162] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:07.339203] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:07:07.474318] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:07.612427] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:07:07.754698] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:07.896386] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:08.036417] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:08.036555] [INFO ] [CONFIGURE ] CNA: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:07:08.036600] [INFO ] [CONFIGURE ] JOB ETA: 46.2m | Avg: 1.5s/test | Remaining: 1807 tests
[2025-10-13T23:07:08.036633] [INFO ] [CONFIGURE ] CNA: Testing feature 29/29: add_vwap
[2025-10-13T23:07:08.036703] [INFO ] [CONFIGURE ] CNA: Testing with features: ['add_range_position', 'add_vwap']
[2025-10-13T23:07:08.170236] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:07:08.303055] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:08.436823] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:07:08.572456] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:08.708880] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:07:08.853149] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:07:08.985268] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:07:09.117291] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:09.256916] [DEBUG] [FORECASTER] CNA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:09.400498] [DEBUG] [FORECASTER] CNA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:07:09.400739] [INFO ] [CONFIGURE ] CNA: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:07:09.400797] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.5s/test | Remaining: 1806 tests
[2025-10-13T23:07:09.400834] [INFO ] [CONFIGURE ] CNA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:07:09.400864] [INFO ] [CONFIGURE ] CNA: Best accuracy: 80.00%
[2025-10-13T23:07:09.400894] [INFO ] [CONFIGURE ] CNA: Best feature set (1 features): ['add_range_position']
[2025-10-13T23:07:09.400921] [INFO ] [CONFIGURE ] CNA: Improvement over baseline: 10.00%
[2025-10-13T23:07:09.400947] [INFO ] [CONFIGURE ] CNA: Total time: 38.7 seconds
[2025-10-13T23:07:09.400973] [INFO ] [CONFIGURE ] CNA: Average time per feature: 1.3 seconds
[2025-10-13T23:07:09.401000] [INFO ] [CONFIGURE ] CNA: Average speed: 0.75 features/sec
[2025-10-13T23:07:09.401586] [INFO ] [LOCAL     ] Saved configuration for CNA: 1 features, 80.00% accuracy -> ./output/feature-sets/CNA.json
[2025-10-13T23:07:09.401634] [INFO ] [CONFIGURE ] CNA: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:07:09.401771] [INFO ] [sig       ] [29/91] Successfully configured CNA | 0.02 sym/s | Total: 21.9m | ETA: 46.7m
[2025-10-13T23:07:09.401842] [INFO ] [sig       ] [30/91] Configuring CNC...
[2025-10-13T23:07:09.401898] [INFO ] [CONFIGURE ] CNC: Configurate test run.
[2025-10-13T23:07:09.401962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNC' from 'https://tdm.silogroup.org/data/derivative_storage/CNC.csv'.
[2025-10-13T23:07:09.414267] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNC'.
[2025-10-13T23:07:09.414610] [INFO ] [CONFIGURE ] CNC: Testing with 29 available features
[2025-10-13T23:07:09.414689] [INFO ] [CONFIGURE ] CNC: Establishing baseline with no features...
[2025-10-13T23:07:09.522287] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:09.636445] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:07:09.744908] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:07:09.851509] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:07:09.963010] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:10.072254] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:10.184760] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:10.303999] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:10.417409] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:10.525976] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:07:10.526123] [INFO ] [CONFIGURE ] CNC: Baseline score (no features): 40.00%
[2025-10-13T23:07:10.526167] [INFO ] [CONFIGURE ] CNC: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:07:10.526200] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:07:10.644818] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:10.761142] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:07:10.878427] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:07:10.996564] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:11.114351] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:11.235062] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:11.353272] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:11.475200] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:11.594493] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:11.716729] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:07:11.716949] [INFO ] [CONFIGURE ] CNC: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T23:07:11.716995] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.5s/test | Remaining: 1805 tests
[2025-10-13T23:07:11.717031] [INFO ] [CONFIGURE ] CNC: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:07:11.717069] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:07:11.855333] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:11.989776] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:12.142985] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:07:12.278521] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:12.413609] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:12.546335] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:12.684270] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:12.818711] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:12.960342] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:13.097313] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:13.097491] [INFO ] [CONFIGURE ] CNC: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T23:07:13.097536] [INFO ] [CONFIGURE ] JOB ETA: 46.1m | Avg: 1.5s/test | Remaining: 1804 tests
[2025-10-13T23:07:13.097604] [INFO ] [CONFIGURE ] CNC: Testing feature 3/29: add_daily_returns
[2025-10-13T23:07:13.097677] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:07:13.233847] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:13.369294] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:13.507886] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:07:13.644476] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:13.781912] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:13.919708] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:14.058833] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:14.199025] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:14.346152] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:14.491039] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:14.491289] [INFO ] [CONFIGURE ] CNC: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:07:14.491337] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1803 tests
[2025-10-13T23:07:14.491373] [INFO ] [CONFIGURE ] CNC: Testing feature 4/29: add_ema
[2025-10-13T23:07:14.491405] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T23:07:14.661324] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:14.832927] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:14.994579] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:15.225740] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:15.397399] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:15.566893] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:15.727009] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:15.891280] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:16.066603] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:16.249746] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:07:16.250008] [INFO ] [CONFIGURE ] CNC: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:07:16.250093] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1802 tests
[2025-10-13T23:07:16.250134] [INFO ] [CONFIGURE ] CNC: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:07:16.250168] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:07:16.440171] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:16.611020] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:16.793458] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:16.970714] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:17.154236] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:17.345779] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:17.520765] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:17.689931] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:17.858185] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:18.027105] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:18.027292] [INFO ] [CONFIGURE ] CNC: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-13T23:07:18.027338] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1801 tests
[2025-10-13T23:07:18.027372] [INFO ] [CONFIGURE ] CNC: Testing feature 6/29: add_failed_moves
[2025-10-13T23:07:18.027405] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:07:18.199253] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:18.421523] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:18.612775] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:18.811983] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:18.998400] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:19.189339] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:19.375415] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:19.584422] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:19.787077] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:19.990594] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:19.990850] [INFO ] [CONFIGURE ] CNC: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:07:19.990904] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1800 tests
[2025-10-13T23:07:19.990944] [INFO ] [CONFIGURE ] CNC: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:07:19.990979] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:07:20.184105] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:20.365938] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:20.546507] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:20.738859] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:20.923706] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:21.102263] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:21.280920] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:21.490618] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:21.679150] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:21.895953] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:21.896232] [INFO ] [CONFIGURE ] CNC: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:07:21.896299] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1799 tests
[2025-10-13T23:07:21.896340] [INFO ] [CONFIGURE ] CNC: Testing feature 8/29: add_macd
[2025-10-13T23:07:21.896375] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:07:22.092017] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:22.284537] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:22.480365] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:22.684949] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:22.894978] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:23.095506] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:23.294551] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:23.519391] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:23.731425] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:23.943520] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:23.943805] [INFO ] [CONFIGURE ] CNC: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:07:23.943888] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1798 tests
[2025-10-13T23:07:23.943961] [INFO ] [CONFIGURE ] CNC: Testing feature 9/29: add_mfi
[2025-10-13T23:07:23.944010] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:07:24.144415] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:24.345670] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:24.540200] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:24.746104] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:24.954970] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:25.155182] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:25.355732] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:25.558911] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:25.768021] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:25.973133] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:25.973438] [INFO ] [CONFIGURE ] CNC: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:07:25.973507] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1797 tests
[2025-10-13T23:07:25.973615] [INFO ] [CONFIGURE ] CNC: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:07:25.973701] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:07:26.198627] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:26.419047] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:26.643583] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:26.860123] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:27.083810] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:27.314244] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:27.558678] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:27.772448] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:27.995903] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:28.210383] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:07:28.210615] [INFO ] [CONFIGURE ] CNC: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:07:28.210742] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1796 tests
[2025-10-13T23:07:28.210805] [INFO ] [CONFIGURE ] CNC: Testing feature 11/29: add_obv_daily
[2025-10-13T23:07:28.210842] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:07:28.402462] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:28.597825] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:28.787199] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:28.989887] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:29.178591] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:29.373057] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:29.569161] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:29.767803] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:29.959129] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:30.145095] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:30.145298] [INFO ] [CONFIGURE ] CNC: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T23:07:30.145345] [INFO ] [CONFIGURE ] JOB ETA: 46.0m | Avg: 1.5s/test | Remaining: 1795 tests
[2025-10-13T23:07:30.145380] [INFO ] [CONFIGURE ] CNC: Testing feature 12/29: add_obv_interval
[2025-10-13T23:07:30.145411] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:07:30.318835] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:30.491544] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:30.660401] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:07:30.835827] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:31.009326] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:31.183561] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:31.358331] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:31.535894] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:31.711884] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:31.896023] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:31.896248] [INFO ] [CONFIGURE ] CNC: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:07:31.896313] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1794 tests
[2025-10-13T23:07:31.896353] [INFO ] [CONFIGURE ] CNC: Testing feature 13/29: add_opening_strength
[2025-10-13T23:07:31.896387] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:07:32.078483] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:32.262371] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:32.447620] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:32.632413] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:32.811562] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:33.004803] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:33.189118] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:33.372824] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:33.584589] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:33.770084] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:07:33.770305] [INFO ] [CONFIGURE ] CNC: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:07:33.770357] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1793 tests
[2025-10-13T23:07:33.770393] [INFO ] [CONFIGURE ] CNC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:07:33.770425] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T23:07:33.942546] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:34.114525] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:34.288660] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:34.465287] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:34.645231] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:34.829233] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:35.010995] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:35.200164] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:35.380476] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:35.563390] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:35.563567] [INFO ] [CONFIGURE ] CNC: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:07:35.563632] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1792 tests
[2025-10-13T23:07:35.563708] [INFO ] [CONFIGURE ] CNC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:07:35.563751] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T23:07:35.724211] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:35.884423] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:36.045850] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:36.207252] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:36.368055] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:36.530124] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:36.696863] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:36.868247] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:37.057275] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:37.241452] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:37.241665] [INFO ] [CONFIGURE ] CNC: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:07:37.241730] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1791 tests
[2025-10-13T23:07:37.241771] [INFO ] [CONFIGURE ] CNC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:07:37.241806] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T23:07:37.425612] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:37.596621] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:37.772198] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:37.950251] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:38.132422] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:38.317013] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:38.511289] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:38.712104] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:38.902504] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:39.088726] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:39.088971] [INFO ] [CONFIGURE ] CNC: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:07:39.089022] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1790 tests
[2025-10-13T23:07:39.089059] [INFO ] [CONFIGURE ] CNC: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:07:39.089091] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T23:07:39.268778] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:39.447293] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:39.657620] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:39.837061] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:40.021138] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:40.206818] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:40.388121] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:40.581827] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:40.788021] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:40.966400] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:40.966600] [INFO ] [CONFIGURE ] CNC: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:07:40.966667] [INFO ] [CONFIGURE ] JOB ETA: 45.9m | Avg: 1.5s/test | Remaining: 1789 tests
[2025-10-13T23:07:40.966765] [INFO ] [CONFIGURE ] CNC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:07:40.966806] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T23:07:41.135251] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:41.305351] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:41.476928] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:41.655099] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:41.828589] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:42.001037] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:42.175935] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:42.354235] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:42.551673] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:42.736394] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:42.736601] [INFO ] [CONFIGURE ] CNC: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:07:42.736670] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1788 tests
[2025-10-13T23:07:42.736729] [INFO ] [CONFIGURE ] CNC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:07:42.736764] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T23:07:42.910690] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:43.096437] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:43.279692] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:43.460058] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:43.657594] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:43.860360] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:44.056383] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:44.258227] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:44.462837] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:44.666280] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:44.666464] [INFO ] [CONFIGURE ] CNC: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:07:44.666531] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1787 tests
[2025-10-13T23:07:44.666570] [INFO ] [CONFIGURE ] CNC: Testing feature 20/29: add_price_rejection
[2025-10-13T23:07:44.666605] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T23:07:44.863536] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:45.051008] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:45.242584] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:45.426340] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:45.608360] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:45.790848] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:45.975469] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:46.169158] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:46.363986] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:46.554522] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:46.554749] [INFO ] [CONFIGURE ] CNC: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:07:46.554804] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1786 tests
[2025-10-13T23:07:46.554841] [INFO ] [CONFIGURE ] CNC: Testing feature 21/29: add_range_position
[2025-10-13T23:07:46.554872] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T23:07:46.743321] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:46.944703] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:47.161239] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:47.355499] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:47.546165] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:47.740940] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:47.939838] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:48.138122] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:48.339550] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:07:48.542144] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:48.542335] [INFO ] [CONFIGURE ] CNC: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:07:48.542381] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1785 tests
[2025-10-13T23:07:48.542417] [INFO ] [CONFIGURE ] CNC: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:07:48.542449] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T23:07:48.797198] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:49.028271] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:49.242842] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:49.462842] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:49.713823] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:49.966710] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:50.177740] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:50.416252] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:50.684734] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:50.906726] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:50.906969] [INFO ] [CONFIGURE ] CNC: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:07:50.907017] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1784 tests
[2025-10-13T23:07:50.907054] [INFO ] [CONFIGURE ] CNC: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:07:50.907087] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:07:51.105892] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:51.304261] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:51.509195] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:51.726400] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:51.926533] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:52.129442] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:52.330391] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:52.522865] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:52.724183] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:52.921950] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:52.922221] [INFO ] [CONFIGURE ] CNC: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:07:52.922304] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1783 tests
[2025-10-13T23:07:52.922352] [INFO ] [CONFIGURE ] CNC: Testing feature 24/29: add_rsi
[2025-10-13T23:07:52.922395] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-13T23:07:53.142964] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:53.350857] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:53.572531] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:53.790984] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:54.007810] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:54.217998] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:54.431828] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:54.646343] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:07:54.893314] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:55.125561] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:55.125897] [INFO ] [CONFIGURE ] CNC: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:07:55.125991] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1782 tests
[2025-10-13T23:07:55.126034] [INFO ] [CONFIGURE ] CNC: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:07:55.126071] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T23:07:55.346915] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:55.550394] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:55.742969] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:55.937080] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:56.138841] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:56.349974] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:56.549321] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:56.751945] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:56.955021] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:57.154793] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:57.155106] [INFO ] [CONFIGURE ] CNC: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:07:57.155200] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1781 tests
[2025-10-13T23:07:57.155262] [INFO ] [CONFIGURE ] CNC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:07:57.155301] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T23:07:57.347508] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:57.547230] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:57.740436] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:57.930095] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:07:58.118945] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:07:58.316872] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:07:58.515193] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:07:58.714675] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:07:58.924830] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:07:59.128683] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:07:59.129046] [INFO ] [CONFIGURE ] CNC: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:07:59.129123] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1780 tests
[2025-10-13T23:07:59.129207] [INFO ] [CONFIGURE ] CNC: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:07:59.129278] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T23:07:59.336415] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:07:59.521495] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:07:59.737998] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:07:59.966094] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:00.220932] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:08:00.471914] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:00.719513] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:00.963274] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:01.167006] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:08:01.363495] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:01.363721] [INFO ] [CONFIGURE ] CNC: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:08:01.363782] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1779 tests
[2025-10-13T23:08:01.363823] [INFO ] [CONFIGURE ] CNC: Testing feature 28/29: add_volume_profile
[2025-10-13T23:08:01.363857] [INFO ] [CONFIGURE ] CNC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T23:08:01.559454] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:08:01.753418] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:08:01.937459] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:08:02.126061] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:02.324466] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:08:02.509086] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:02.692389] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:02.873606] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:03.054333] [DEBUG] [FORECASTER] CNC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:03.250023] [DEBUG] [FORECASTER] CNC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:03.250263] [INFO ] [CONFIGURE ] CNC: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:08:03.250328] [INFO ] [CONFIGURE ] JOB ETA: 45.8m | Avg: 1.5s/test | Remaining: 1778 tests
[2025-10-13T23:08:03.250367] [INFO ] [CONFIGURE ] CNC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:08:03.250398] [INFO ] [CONFIGURE ] CNC: Best accuracy: 80.00%
[2025-10-13T23:08:03.250439] [INFO ] [CONFIGURE ] CNC: Best feature set (4 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:08:03.250494] [INFO ] [CONFIGURE ] CNC: Improvement over baseline: 40.00%
[2025-10-13T23:08:03.250526] [INFO ] [CONFIGURE ] CNC: Total time: 52.7 seconds
[2025-10-13T23:08:03.250554] [INFO ] [CONFIGURE ] CNC: Average time per feature: 1.9 seconds
[2025-10-13T23:08:03.250581] [INFO ] [CONFIGURE ] CNC: Average speed: 0.55 features/sec
[2025-10-13T23:08:03.251330] [INFO ] [LOCAL     ] Saved configuration for CNC: 4 features, 80.00% accuracy -> ./output/feature-sets/CNC.json
[2025-10-13T23:08:03.251385] [INFO ] [CONFIGURE ] CNC: Configuration saved successfully: 4 features, 80.00% accuracy.
[2025-10-13T23:08:03.251463] [INFO ] [sig       ] [30/91] Successfully configured CNC | 0.02 sym/s | Total: 22.8m | ETA: 46.3m
[2025-10-13T23:08:03.251521] [INFO ] [sig       ] [31/91] Configuring CNH...
[2025-10-13T23:08:03.251553] [INFO ] [CONFIGURE ] CNH: Configurate test run.
[2025-10-13T23:08:03.251610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNH' from 'https://tdm.silogroup.org/data/derivative_storage/CNH.csv'.
[2025-10-13T23:08:03.268043] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNH'.
[2025-10-13T23:08:03.268387] [INFO ] [CONFIGURE ] CNH: Testing with 29 available features
[2025-10-13T23:08:03.268443] [INFO ] [CONFIGURE ] CNH: Establishing baseline with no features...
[2025-10-13T23:08:03.379931] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:03.486135] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:03.592817] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:03.703968] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:03.811835] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:03.939838] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:04.056667] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:04.183508] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:04.297236] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:04.411304] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:04.411444] [INFO ] [CONFIGURE ] CNH: Baseline score (no features): 30.00%
[2025-10-13T23:08:04.411490] [INFO ] [CONFIGURE ] CNH: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:08:04.411523] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:08:04.541806] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:04.662067] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:04.782806] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:04.909626] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:05.034128] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:08:05.161547] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:05.288201] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:05.410625] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:05.535463] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:05.663111] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:05.663315] [INFO ] [CONFIGURE ] CNH: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:08:05.663362] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.5s/test | Remaining: 1777 tests
[2025-10-13T23:08:05.663412] [INFO ] [CONFIGURE ] CNH: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:08:05.663447] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:08:05.789731] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:05.918582] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:06.057117] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:06.188060] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:06.325606] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:06.458520] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:06.597974] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:06.734244] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:06.875579] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:07.014490] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:07.014709] [INFO ] [CONFIGURE ] CNH: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-13T23:08:07.014775] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.5s/test | Remaining: 1776 tests
[2025-10-13T23:08:07.014813] [INFO ] [CONFIGURE ] CNH: Testing feature 3/29: add_daily_returns
[2025-10-13T23:08:07.014847] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_daily_returns']
[2025-10-13T23:08:07.136016] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:07.257482] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:07.377542] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:07.497762] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:07.617712] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:08:07.726524] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:07.836186] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:07.946696] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:08.060768] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:08.171615] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:08.171793] [INFO ] [CONFIGURE ] CNH: DISCARDED add_daily_returns (score: 10.00%)
[2025-10-13T23:08:08.171843] [INFO ] [CONFIGURE ] JOB ETA: 45.7m | Avg: 1.5s/test | Remaining: 1775 tests
[2025-10-13T23:08:08.171878] [INFO ] [CONFIGURE ] CNH: Testing feature 4/29: add_ema
[2025-10-13T23:08:08.171908] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_ema']
[2025-10-13T23:08:08.293204] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:08.413969] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:08.537231] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:08.659619] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:08.782466] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:08:08.905767] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:09.030547] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:09.144578] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:09.261431] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:09.378403] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:09.378575] [INFO ] [CONFIGURE ] CNH: DISCARDED add_ema (score: 20.00%)
[2025-10-13T23:08:09.378622] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.5s/test | Remaining: 1774 tests
[2025-10-13T23:08:09.378691] [INFO ] [CONFIGURE ] CNH: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:08:09.378739] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:08:09.503950] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:08:09.622761] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:09.751518] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:09.880844] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:10.018904] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:08:10.155099] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:10.291860] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:10.428523] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:10.563153] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:10.696669] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:10.696844] [INFO ] [CONFIGURE ] CNH: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:08:10.696890] [INFO ] [CONFIGURE ] JOB ETA: 45.6m | Avg: 1.5s/test | Remaining: 1773 tests
[2025-10-13T23:08:10.696924] [INFO ] [CONFIGURE ] CNH: Testing feature 6/29: add_failed_moves
[2025-10-13T23:08:10.696956] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_failed_moves']
[2025-10-13T23:08:10.806428] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:10.917246] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:11.028741] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:11.140162] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:11.252481] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:11.367775] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:11.481385] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:11.600248] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:11.712863] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:11.826862] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:11.827062] [INFO ] [CONFIGURE ] CNH: DISCARDED add_failed_moves (score: 30.00%)
[2025-10-13T23:08:11.827116] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.5s/test | Remaining: 1772 tests
[2025-10-13T23:08:11.827152] [INFO ] [CONFIGURE ] CNH: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:08:11.827183] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_lag_shelf']
[2025-10-13T23:08:11.929043] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:12.032770] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:12.136229] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:12.245839] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:12.373793] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:12.499151] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:12.631526] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:12.759871] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:12.885134] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:13.037125] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:13.037364] [INFO ] [CONFIGURE ] CNH: DISCARDED add_lag_shelf (score: 30.00%)
[2025-10-13T23:08:13.037421] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.5s/test | Remaining: 1771 tests
[2025-10-13T23:08:13.037532] [INFO ] [CONFIGURE ] CNH: Testing feature 8/29: add_macd
[2025-10-13T23:08:13.037636] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:08:13.196281] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:13.359297] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:13.529208] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:13.698946] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:13.857810] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:14.009281] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:14.161106] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:14.316348] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:14.466831] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:14.614012] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:14.614208] [INFO ] [CONFIGURE ] CNH: KEPT add_macd (score: 40.00%)
[2025-10-13T23:08:14.614256] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.5s/test | Remaining: 1770 tests
[2025-10-13T23:08:14.614290] [INFO ] [CONFIGURE ] CNH: Testing feature 9/29: add_mfi
[2025-10-13T23:08:14.614321] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T23:08:14.770043] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:14.930512] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:15.096558] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:15.259611] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:15.420555] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:15.581639] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:15.745598] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:15.910293] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:16.088884] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:16.254904] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:16.255102] [INFO ] [CONFIGURE ] CNH: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:08:16.255148] [INFO ] [CONFIGURE ] JOB ETA: 45.5m | Avg: 1.5s/test | Remaining: 1769 tests
[2025-10-13T23:08:16.255183] [INFO ] [CONFIGURE ] CNH: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:08:16.255214] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:08:16.426145] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:08:16.595098] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:16.773662] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:16.944026] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:17.129892] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:17.309169] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:17.485416] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:17.666915] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:17.850238] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:18.047118] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:18.047391] [INFO ] [CONFIGURE ] CNH: KEPT add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:08:18.047439] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1768 tests
[2025-10-13T23:08:18.047478] [INFO ] [CONFIGURE ] CNH: Testing feature 11/29: add_obv_daily
[2025-10-13T23:08:18.047512] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:08:18.241063] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:08:18.442664] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:18.648048] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:18.853171] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:19.061054] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:08:19.252746] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:19.448246] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:19.642187] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:19.853725] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:20.055659] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:20.055873] [INFO ] [CONFIGURE ] CNH: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-13T23:08:20.055922] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1767 tests
[2025-10-13T23:08:20.056078] [INFO ] [CONFIGURE ] CNH: Testing feature 12/29: add_obv_interval
[2025-10-13T23:08:20.056122] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:08:20.245751] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:20.437813] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:08:20.631889] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:20.814517] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:21.029221] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:21.253080] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:21.438706] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:21.632898] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:21.849587] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:22.038257] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:22.038440] [INFO ] [CONFIGURE ] CNH: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:08:22.038486] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1766 tests
[2025-10-13T23:08:22.038521] [INFO ] [CONFIGURE ] CNH: Testing feature 13/29: add_opening_strength
[2025-10-13T23:08:22.038554] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:08:22.226435] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:22.423860] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:22.629153] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:22.828966] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:23.042807] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:23.247873] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:23.452621] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:23.656808] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:23.861737] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:24.070486] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:24.070695] [INFO ] [CONFIGURE ] CNH: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:08:24.070761] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1765 tests
[2025-10-13T23:08:24.070807] [INFO ] [CONFIGURE ] CNH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:08:24.070841] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:08:24.266330] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:24.464710] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:24.670724] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:24.867930] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:25.069593] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:25.290581] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:25.496015] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:25.706881] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:25.921264] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:26.130927] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:26.131134] [INFO ] [CONFIGURE ] CNH: KEPT add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:08:26.131200] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1764 tests
[2025-10-13T23:08:26.131240] [INFO ] [CONFIGURE ] CNH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:08:26.131276] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-13T23:08:26.344893] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:26.562183] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:26.776193] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:26.987536] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:27.200139] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:27.412126] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:27.622275] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:27.832297] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:28.050856] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:28.269149] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:28.269360] [INFO ] [CONFIGURE ] CNH: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:08:28.269407] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1763 tests
[2025-10-13T23:08:28.269441] [INFO ] [CONFIGURE ] CNH: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:08:28.269472] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-13T23:08:28.477887] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:28.689998] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:28.914694] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:29.129787] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:29.349184] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:29.576730] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:29.795477] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:30.016848] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:30.274570] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:30.504786] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:30.505016] [INFO ] [CONFIGURE ] CNH: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:08:30.505081] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1762 tests
[2025-10-13T23:08:30.505121] [INFO ] [CONFIGURE ] CNH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:08:30.505153] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-13T23:08:30.709486] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:30.920932] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:31.138187] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:31.367867] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:31.584478] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:31.798952] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:32.012401] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:32.228214] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:32.444354] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:32.658984] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:32.659178] [INFO ] [CONFIGURE ] CNH: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:08:32.659245] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1761 tests
[2025-10-13T23:08:32.659307] [INFO ] [CONFIGURE ] CNH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:08:32.659389] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-13T23:08:32.864356] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:33.073395] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:33.305964] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:33.511629] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:33.729334] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:33.940105] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:34.156002] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:34.373814] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:34.596899] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:34.815503] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:34.815755] [INFO ] [CONFIGURE ] CNH: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:08:34.815815] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1760 tests
[2025-10-13T23:08:34.815854] [INFO ] [CONFIGURE ] CNH: Testing feature 20/29: add_price_rejection
[2025-10-13T23:08:34.815887] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-13T23:08:35.035259] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:35.264628] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:35.483215] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:35.705393] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:35.926980] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:36.148855] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:36.369798] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:36.593809] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:36.826139] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:37.055519] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:37.055860] [INFO ] [CONFIGURE ] CNH: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:08:37.055941] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1759 tests
[2025-10-13T23:08:37.055993] [INFO ] [CONFIGURE ] CNH: Testing feature 21/29: add_range_position
[2025-10-13T23:08:37.056040] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-13T23:08:37.289044] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:08:37.549020] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:37.797274] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:38.013058] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:38.232555] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:38.459953] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:38.683339] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:38.908699] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:39.134497] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:39.369899] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:39.370068] [INFO ] [CONFIGURE ] CNH: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:08:39.370114] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.5s/test | Remaining: 1758 tests
[2025-10-13T23:08:39.370148] [INFO ] [CONFIGURE ] CNH: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:08:39.370179] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-13T23:08:39.601534] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:39.835432] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:40.074546] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:40.308871] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:40.606285] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:40.879747] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:41.158439] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:41.418185] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:41.690250] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:08:41.948020] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:41.948264] [INFO ] [CONFIGURE ] CNH: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:08:41.948311] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1757 tests
[2025-10-13T23:08:41.948347] [INFO ] [CONFIGURE ] CNH: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:08:41.948381] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-13T23:08:42.173310] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:42.402622] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:42.627524] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:42.857872] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:43.087375] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:43.314187] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:43.542331] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:43.773583] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:44.002490] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:44.228263] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:44.228476] [INFO ] [CONFIGURE ] CNH: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:08:44.228525] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1756 tests
[2025-10-13T23:08:44.228621] [INFO ] [CONFIGURE ] CNH: Testing feature 24/29: add_rsi
[2025-10-13T23:08:44.228723] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-13T23:08:44.466745] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:44.703365] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:44.953098] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:45.175810] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:45.399240] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:45.623218] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:08:45.847502] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:46.072541] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:46.297990] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:46.522901] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:46.523052] [INFO ] [CONFIGURE ] CNH: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T23:08:46.523100] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1755 tests
[2025-10-13T23:08:46.523137] [INFO ] [CONFIGURE ] CNH: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:08:46.523169] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-13T23:08:46.723206] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:46.923211] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:47.133895] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:47.352980] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:47.565463] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:47.772431] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:47.988549] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:48.201397] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:48.409626] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:48.622073] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:48.622234] [INFO ] [CONFIGURE ] CNH: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:08:48.622279] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1754 tests
[2025-10-13T23:08:48.622313] [INFO ] [CONFIGURE ] CNH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:08:48.622344] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-13T23:08:48.825076] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:49.031274] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:49.240341] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:49.451826] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:49.675556] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:49.887615] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:50.099228] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:50.320776] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:50.533097] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:50.751171] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:50.751447] [INFO ] [CONFIGURE ] CNH: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:08:50.751503] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1753 tests
[2025-10-13T23:08:50.751542] [INFO ] [CONFIGURE ] CNH: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:08:50.751576] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-13T23:08:50.977415] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:51.206959] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:51.430327] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:51.654169] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:51.888773] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:52.115009] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:52.336220] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:52.567592] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:52.815401] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:53.116410] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:53.116744] [INFO ] [CONFIGURE ] CNH: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:08:53.116828] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1752 tests
[2025-10-13T23:08:53.116890] [INFO ] [CONFIGURE ] CNH: Testing feature 28/29: add_volume_profile
[2025-10-13T23:08:53.116942] [INFO ] [CONFIGURE ] CNH: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-13T23:08:53.429502] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:08:53.687576] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:08:53.907483] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:08:54.113141] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:08:54.318991] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:08:54.526427] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:08:54.738079] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:08:54.948216] [DEBUG] [FORECASTER] CNH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:55.182673] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:08:55.447036] [DEBUG] [FORECASTER] CNH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:08:55.447388] [INFO ] [CONFIGURE ] CNH: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:08:55.447471] [INFO ] [CONFIGURE ] JOB ETA: 45.4m | Avg: 1.6s/test | Remaining: 1751 tests
[2025-10-13T23:08:55.447586] [INFO ] [CONFIGURE ] CNH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:08:55.447671] [INFO ] [CONFIGURE ] CNH: Best accuracy: 60.00%
[2025-10-13T23:08:55.447733] [INFO ] [CONFIGURE ] CNH: Best feature set (5 features): ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:08:55.447775] [INFO ] [CONFIGURE ] CNH: Improvement over baseline: 30.00%
[2025-10-13T23:08:55.447805] [INFO ] [CONFIGURE ] CNH: Total time: 51.0 seconds
[2025-10-13T23:08:55.447834] [INFO ] [CONFIGURE ] CNH: Average time per feature: 1.9 seconds
[2025-10-13T23:08:55.447862] [INFO ] [CONFIGURE ] CNH: Average speed: 0.57 features/sec
[2025-10-13T23:08:55.448613] [INFO ] [LOCAL     ] Saved configuration for CNH: 5 features, 60.00% accuracy -> ./output/feature-sets/CNH.json
[2025-10-13T23:08:55.448873] [INFO ] [CONFIGURE ] CNH: Configuration saved successfully: 5 features, 60.00% accuracy.
[2025-10-13T23:08:55.448957] [INFO ] [sig       ] [31/91] Successfully configured CNH | 0.02 sym/s | Total: 23.6m | ETA: 45.7m
[2025-10-13T23:08:55.449016] [INFO ] [sig       ] [32/91] Configuring CNK...
[2025-10-13T23:08:55.449051] [INFO ] [CONFIGURE ] CNK: Configurate test run.
[2025-10-13T23:08:55.449116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNK' from 'https://tdm.silogroup.org/data/derivative_storage/CNK.csv'.
[2025-10-13T23:08:55.463145] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNK'.
[2025-10-13T23:08:55.463699] [INFO ] [CONFIGURE ] CNK: Testing with 29 available features
[2025-10-13T23:08:55.463767] [INFO ] [CONFIGURE ] CNK: Establishing baseline with no features...
[2025-10-13T23:08:55.578458] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:08:55.699330] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:08:55.814244] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:08:55.931448] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:56.047636] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:08:56.163762] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:08:56.279728] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:56.395755] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:56.510876] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:08:56.620908] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:56.621057] [INFO ] [CONFIGURE ] CNK: Baseline score (no features): 60.00%
[2025-10-13T23:08:56.621101] [INFO ] [CONFIGURE ] CNK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:08:56.621134] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:08:56.742988] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:08:56.860778] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:08:57.019680] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:08:57.150337] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:57.272441] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:08:57.400964] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:08:57.534574] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:57.662986] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:08:57.782567] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:08:57.902882] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:57.903070] [INFO ] [CONFIGURE ] CNK: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:08:57.903115] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.6s/test | Remaining: 1750 tests
[2025-10-13T23:08:57.903150] [INFO ] [CONFIGURE ] CNK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:08:57.903181] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:08:58.023094] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:08:58.150595] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:08:58.276390] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:08:58.415302] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:08:58.555037] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:08:58.729074] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:08:58.870563] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:08:59.015032] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:08:59.156852] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:08:59.301125] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:08:59.301404] [INFO ] [CONFIGURE ] CNK: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T23:08:59.301485] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.6s/test | Remaining: 1749 tests
[2025-10-13T23:08:59.301546] [INFO ] [CONFIGURE ] CNK: Testing feature 3/29: add_daily_returns
[2025-10-13T23:08:59.301584] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:08:59.451151] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:08:59.601733] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:08:59.753798] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:08:59.898384] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:00.058429] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:00.219143] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:00.374509] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:00.526024] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:00.678742] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:00.829052] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:00.829316] [INFO ] [CONFIGURE ] CNK: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:09:00.829366] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.6s/test | Remaining: 1748 tests
[2025-10-13T23:09:00.829405] [INFO ] [CONFIGURE ] CNK: Testing feature 4/29: add_ema
[2025-10-13T23:09:00.829440] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:09:00.985963] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:01.142358] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:01.314503] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:01.483103] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:01.650254] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:01.821027] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:01.988351] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:02.160844] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:02.335088] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:02.501364] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:02.501731] [INFO ] [CONFIGURE ] CNK: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:09:02.501802] [INFO ] [CONFIGURE ] JOB ETA: 45.3m | Avg: 1.6s/test | Remaining: 1747 tests
[2025-10-13T23:09:02.501843] [INFO ] [CONFIGURE ] CNK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:09:02.501878] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:09:02.663732] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:02.835971] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:09:03.026617] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:03.195690] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:03.362880] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:03.535798] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:03.712246] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:03.878632] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:04.044887] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:04.212597] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:04.212833] [INFO ] [CONFIGURE ] CNK: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:09:04.212911] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.6s/test | Remaining: 1746 tests
[2025-10-13T23:09:04.212982] [INFO ] [CONFIGURE ] CNK: Testing feature 6/29: add_failed_moves
[2025-10-13T23:09:04.213039] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:09:04.356170] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:04.495941] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:04.636793] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:04.801886] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:04.951131] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:05.094677] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:05.245470] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:05.402793] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:05.569146] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:05.714073] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:05.714293] [INFO ] [CONFIGURE ] CNK: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:09:05.714378] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.6s/test | Remaining: 1745 tests
[2025-10-13T23:09:05.714444] [INFO ] [CONFIGURE ] CNK: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:09:05.714506] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:09:05.882040] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:06.004543] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:06.132043] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:06.256748] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:06.380933] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:06.510061] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:06.633794] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:06.767303] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:06.898368] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:07.036875] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:07.037114] [INFO ] [CONFIGURE ] CNK: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:09:07.037200] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.6s/test | Remaining: 1744 tests
[2025-10-13T23:09:07.037275] [INFO ] [CONFIGURE ] CNK: Testing feature 8/29: add_macd
[2025-10-13T23:09:07.037347] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:09:07.204082] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:07.368379] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:07.536049] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:07.708510] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:07.877999] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:08.056223] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:08.230619] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:08.399268] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:08.589848] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:08.769910] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:08.770127] [INFO ] [CONFIGURE ] CNK: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:09:08.770192] [INFO ] [CONFIGURE ] JOB ETA: 45.2m | Avg: 1.6s/test | Remaining: 1743 tests
[2025-10-13T23:09:08.770230] [INFO ] [CONFIGURE ] CNK: Testing feature 9/29: add_mfi
[2025-10-13T23:09:08.770262] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:09:08.915723] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:09.065139] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:09.213196] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:09.361496] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:09.513662] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:09.660213] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:09.804149] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:09.947294] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:10.093730] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:10.244286] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:10.244461] [INFO ] [CONFIGURE ] CNK: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:09:10.244506] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.6s/test | Remaining: 1742 tests
[2025-10-13T23:09:10.244542] [INFO ] [CONFIGURE ] CNK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:09:10.244574] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:09:10.414913] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:10.579633] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:10.743065] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:10.908759] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:11.072806] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:11.237387] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:11.405087] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:11.576054] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:09:11.746411] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:11.921661] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:11.921938] [INFO ] [CONFIGURE ] CNK: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:09:11.921989] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.6s/test | Remaining: 1741 tests
[2025-10-13T23:09:11.922028] [INFO ] [CONFIGURE ] CNK: Testing feature 11/29: add_obv_daily
[2025-10-13T23:09:11.922062] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:09:12.074100] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:12.214493] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:12.357618] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:12.507641] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:12.656151] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:12.806353] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:12.958166] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:13.108830] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:13.258081] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:13.407743] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:13.408063] [INFO ] [CONFIGURE ] CNK: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:09:13.408117] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.6s/test | Remaining: 1740 tests
[2025-10-13T23:09:13.408156] [INFO ] [CONFIGURE ] CNK: Testing feature 12/29: add_obv_interval
[2025-10-13T23:09:13.408240] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:09:13.550936] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:13.703074] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:13.878221] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:14.031173] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:14.177634] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:14.331502] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:14.478435] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:14.624758] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:14.776096] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:14.925173] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:14.925405] [INFO ] [CONFIGURE ] CNK: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:09:14.925453] [INFO ] [CONFIGURE ] JOB ETA: 45.1m | Avg: 1.6s/test | Remaining: 1739 tests
[2025-10-13T23:09:14.925491] [INFO ] [CONFIGURE ] CNK: Testing feature 13/29: add_opening_strength
[2025-10-13T23:09:14.925525] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:09:15.083361] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:15.242325] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:15.403409] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:15.578486] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:15.754342] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:15.915050] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:16.072260] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:16.231574] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:16.390415] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:16.554612] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:16.554933] [INFO ] [CONFIGURE ] CNK: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:09:16.554991] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.6s/test | Remaining: 1738 tests
[2025-10-13T23:09:16.555031] [INFO ] [CONFIGURE ] CNK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:09:16.555066] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-13T23:09:16.715289] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:16.881934] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:17.044542] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:17.211720] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:17.365374] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:17.528584] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:17.686826] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:17.847772] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:18.003887] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:18.158526] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:18.158728] [INFO ] [CONFIGURE ] CNK: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:09:18.158787] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.6s/test | Remaining: 1737 tests
[2025-10-13T23:09:18.158825] [INFO ] [CONFIGURE ] CNK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:09:18.158856] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-13T23:09:18.296858] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:18.433163] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:18.586368] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:18.724730] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:18.860323] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:18.998214] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:19.142537] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:19.279339] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:19.422440] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:19.563356] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:19.563535] [INFO ] [CONFIGURE ] CNK: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:09:19.563580] [INFO ] [CONFIGURE ] JOB ETA: 45.0m | Avg: 1.6s/test | Remaining: 1736 tests
[2025-10-13T23:09:19.563615] [INFO ] [CONFIGURE ] CNK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:09:19.563670] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-13T23:09:19.707515] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:19.850947] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:19.995189] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:20.169885] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:20.316005] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:20.463668] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:20.618393] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:20.763113] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:09:20.909290] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:21.057089] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:21.057244] [INFO ] [CONFIGURE ] CNK: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:09:21.057290] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.6s/test | Remaining: 1735 tests
[2025-10-13T23:09:21.057325] [INFO ] [CONFIGURE ] CNK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:09:21.057357] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-13T23:09:21.207583] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:21.359484] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:21.514493] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:21.667685] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:21.837773] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:21.994001] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:22.148800] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:22.298787] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:22.450956] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:22.607703] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:22.607871] [INFO ] [CONFIGURE ] CNK: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:09:22.607916] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.6s/test | Remaining: 1734 tests
[2025-10-13T23:09:22.607951] [INFO ] [CONFIGURE ] CNK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:09:22.607983] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-13T23:09:22.746482] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:22.880248] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:23.016312] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:23.153422] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:23.288471] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:23.430626] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:23.582140] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:23.736189] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:23.873750] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:24.013353] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:24.013583] [INFO ] [CONFIGURE ] CNK: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:09:24.013631] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.6s/test | Remaining: 1733 tests
[2025-10-13T23:09:24.013709] [INFO ] [CONFIGURE ] CNK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:09:24.013753] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-13T23:09:24.162864] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:24.296128] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:24.423931] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:24.552021] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:24.680145] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:24.812750] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:24.948076] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:25.101818] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:25.249689] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:25.401986] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:25.402261] [INFO ] [CONFIGURE ] CNK: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:09:25.402327] [INFO ] [CONFIGURE ] JOB ETA: 44.9m | Avg: 1.6s/test | Remaining: 1732 tests
[2025-10-13T23:09:25.402369] [INFO ] [CONFIGURE ] CNK: Testing feature 20/29: add_price_rejection
[2025-10-13T23:09:25.402407] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_price_rejection']
[2025-10-13T23:09:25.571490] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:25.733561] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:25.889724] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:26.052398] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:26.211496] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:26.374603] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:26.528071] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:26.686156] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:26.846829] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:27.009124] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:27.009552] [INFO ] [CONFIGURE ] CNK: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:09:27.009633] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.6s/test | Remaining: 1731 tests
[2025-10-13T23:09:27.009723] [INFO ] [CONFIGURE ] CNK: Testing feature 21/29: add_range_position
[2025-10-13T23:09:27.009834] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_range_position']
[2025-10-13T23:09:27.169293] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:27.325271] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:27.482043] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:27.650659] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:27.812291] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:27.975160] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:28.140731] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:28.306507] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:28.480443] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:28.647260] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:28.647446] [INFO ] [CONFIGURE ] CNK: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:09:28.647510] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.6s/test | Remaining: 1730 tests
[2025-10-13T23:09:28.647562] [INFO ] [CONFIGURE ] CNK: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:09:28.647619] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_realized_volatility']
[2025-10-13T23:09:28.811134] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:28.976908] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:29.147155] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:29.310215] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:29.486543] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:29.661958] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:29.836906] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:30.003853] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:30.175821] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:30.352935] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:30.353157] [INFO ] [CONFIGURE ] CNK: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:09:30.353204] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.6s/test | Remaining: 1729 tests
[2025-10-13T23:09:30.353242] [INFO ] [CONFIGURE ] CNK: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:09:30.353274] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_recent_range_context']
[2025-10-13T23:09:30.496386] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:30.639530] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:30.776574] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:30.915676] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:31.055333] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:31.212308] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:31.368339] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:31.520233] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:31.665568] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:31.836377] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:31.836815] [INFO ] [CONFIGURE ] CNK: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:09:31.836898] [INFO ] [CONFIGURE ] JOB ETA: 44.8m | Avg: 1.6s/test | Remaining: 1728 tests
[2025-10-13T23:09:31.836969] [INFO ] [CONFIGURE ] CNK: Testing feature 24/29: add_rsi
[2025-10-13T23:09:31.837049] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-13T23:09:32.017050] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:32.199764] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:09:32.382172] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:32.564092] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:32.743323] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:32.919669] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:33.095209] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:33.280010] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:33.455833] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:33.631540] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:33.631780] [INFO ] [CONFIGURE ] CNK: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:09:33.631842] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.6s/test | Remaining: 1727 tests
[2025-10-13T23:09:33.631914] [INFO ] [CONFIGURE ] CNK: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:09:33.631950] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_tick_distribution']
[2025-10-13T23:09:33.791479] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:33.939058] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:34.087624] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:34.235012] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:34.381849] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:34.554496] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:34.700078] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:34.845616] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:34.992888] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:35.150629] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:35.151059] [INFO ] [CONFIGURE ] CNK: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:09:35.151116] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.6s/test | Remaining: 1726 tests
[2025-10-13T23:09:35.151154] [INFO ] [CONFIGURE ] CNK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:09:35.151187] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-13T23:09:35.304062] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:35.449663] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:09:35.598084] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:35.745466] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:35.900453] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:36.074398] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:36.248874] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:36.413429] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:36.579395] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:36.744509] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:36.744841] [INFO ] [CONFIGURE ] CNK: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:09:36.744922] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.6s/test | Remaining: 1725 tests
[2025-10-13T23:09:36.744985] [INFO ] [CONFIGURE ] CNK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:09:36.745024] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-13T23:09:36.906291] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:37.065817] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:37.225975] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:37.395995] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:37.587058] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:37.761291] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:37.927149] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:38.086550] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:38.253593] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:38.438254] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:38.438483] [INFO ] [CONFIGURE ] CNK: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:09:38.438532] [INFO ] [CONFIGURE ] JOB ETA: 44.7m | Avg: 1.6s/test | Remaining: 1724 tests
[2025-10-13T23:09:38.438570] [INFO ] [CONFIGURE ] CNK: Testing feature 28/29: add_volume_profile
[2025-10-13T23:09:38.438605] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_volume_profile']
[2025-10-13T23:09:38.581802] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:38.735265] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:09:38.890790] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:39.043177] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:39.189385] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:39.358822] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:39.508728] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:39.664579] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:39.822887] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:09:39.989313] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:39.989552] [INFO ] [CONFIGURE ] CNK: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:09:39.989601] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.6s/test | Remaining: 1723 tests
[2025-10-13T23:09:39.989660] [INFO ] [CONFIGURE ] CNK: Testing feature 29/29: add_vwap
[2025-10-13T23:09:39.989721] [INFO ] [CONFIGURE ] CNK: Testing with features: ['add_cumulative_delta', 'add_vwap']
[2025-10-13T23:09:40.144221] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:40.301187] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:09:40.460496] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:09:40.625339] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:40.790264] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:40.948843] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:41.104676] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:41.392327] [DEBUG] [FORECASTER] CNK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:41.559161] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:09:41.723732] [DEBUG] [FORECASTER] CNK: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:41.723920] [INFO ] [CONFIGURE ] CNK: DISCARDED add_vwap (score: 30.00%)
[2025-10-13T23:09:41.723969] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.6s/test | Remaining: 1722 tests
[2025-10-13T23:09:41.724067] [INFO ] [CONFIGURE ] CNK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:09:41.724125] [INFO ] [CONFIGURE ] CNK: Best accuracy: 70.00%
[2025-10-13T23:09:41.724161] [INFO ] [CONFIGURE ] CNK: Best feature set (1 features): ['add_cumulative_delta']
[2025-10-13T23:09:41.724215] [INFO ] [CONFIGURE ] CNK: Improvement over baseline: 10.00%
[2025-10-13T23:09:41.724246] [INFO ] [CONFIGURE ] CNK: Total time: 45.1 seconds
[2025-10-13T23:09:41.724273] [INFO ] [CONFIGURE ] CNK: Average time per feature: 1.6 seconds
[2025-10-13T23:09:41.724303] [INFO ] [CONFIGURE ] CNK: Average speed: 0.64 features/sec
[2025-10-13T23:09:41.725048] [INFO ] [LOCAL     ] Saved configuration for CNK: 1 features, 70.00% accuracy -> ./output/feature-sets/CNK.json
[2025-10-13T23:09:41.725112] [INFO ] [CONFIGURE ] CNK: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-13T23:09:41.725172] [INFO ] [sig       ] [32/91] Successfully configured CNK | 0.02 sym/s | Total: 24.4m | ETA: 45.0m
[2025-10-13T23:09:41.725243] [INFO ] [sig       ] [33/91] Configuring CNMD...
[2025-10-13T23:09:41.725331] [INFO ] [CONFIGURE ] CNMD: Configurate test run.
[2025-10-13T23:09:41.725401] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNMD' from 'https://tdm.silogroup.org/data/derivative_storage/CNMD.csv'.
[2025-10-13T23:09:41.738792] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNMD'.
[2025-10-13T23:09:41.739237] [INFO ] [CONFIGURE ] CNMD: Testing with 29 available features
[2025-10-13T23:09:41.739313] [INFO ] [CONFIGURE ] CNMD: Establishing baseline with no features...
[2025-10-13T23:09:41.860100] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:41.973634] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.082947] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:42.190079] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:42.300171] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.405610] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.516411] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.626461] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.737426] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:42.838667] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:42.838837] [INFO ] [CONFIGURE ] CNMD: Baseline score (no features): 70.00%
[2025-10-13T23:09:42.838889] [INFO ] [CONFIGURE ] CNMD: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:09:42.838922] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:09:42.948469] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:43.058903] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:09:43.170118] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:43.280395] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:43.396381] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:43.518203] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:43.636760] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:43.766683] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:43.889325] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:09:44.041545] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:44.041832] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:09:44.041990] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.6s/test | Remaining: 1721 tests
[2025-10-13T23:09:44.042057] [INFO ] [CONFIGURE ] CNMD: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:09:44.042103] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:09:44.188497] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:44.329668] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:44.512550] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:44.663210] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:09:44.825970] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:44.976260] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:45.129980] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:45.341891] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:45.552518] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:45.755293] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:45.755635] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:09:45.755747] [INFO ] [CONFIGURE ] JOB ETA: 44.6m | Avg: 1.6s/test | Remaining: 1720 tests
[2025-10-13T23:09:45.755807] [INFO ] [CONFIGURE ] CNMD: Testing feature 3/29: add_daily_returns
[2025-10-13T23:09:45.755858] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_daily_returns']
[2025-10-13T23:09:45.948755] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:46.137223] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:09:46.288257] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:46.416383] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:46.560575] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:46.685442] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:46.810346] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:46.934639] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:47.070159] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:47.198423] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:47.198679] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:09:47.198745] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.6s/test | Remaining: 1719 tests
[2025-10-13T23:09:47.198784] [INFO ] [CONFIGURE ] CNMD: Testing feature 4/29: add_ema
[2025-10-13T23:09:47.198817] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_ema']
[2025-10-13T23:09:47.335594] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:47.502298] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:47.642360] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:47.776952] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:47.901909] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:09:48.028202] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:48.157276] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:48.285565] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:48.416471] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:48.548993] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:48.549224] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:09:48.549282] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.6s/test | Remaining: 1718 tests
[2025-10-13T23:09:48.549325] [INFO ] [CONFIGURE ] CNMD: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:09:48.549357] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:09:48.682582] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:48.821021] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:48.954740] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:09:49.092223] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:49.227869] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:49.362793] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:49.498226] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:49.637851] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:49.780274] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:49.923124] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:49.923321] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:09:49.923368] [INFO ] [CONFIGURE ] JOB ETA: 44.5m | Avg: 1.6s/test | Remaining: 1717 tests
[2025-10-13T23:09:49.923401] [INFO ] [CONFIGURE ] CNMD: Testing feature 6/29: add_failed_moves
[2025-10-13T23:09:49.923431] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_failed_moves']
[2025-10-13T23:09:50.041324] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:50.160397] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:50.289425] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:50.416246] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:50.576985] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:50.715596] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:50.843802] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:50.978915] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:51.112633] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:51.245608] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:51.245848] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:09:51.245900] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.6s/test | Remaining: 1716 tests
[2025-10-13T23:09:51.245948] [INFO ] [CONFIGURE ] CNMD: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:09:51.246008] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_lag_shelf']
[2025-10-13T23:09:51.367458] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:51.481847] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:51.597981] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:51.714144] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:51.832284] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:51.957797] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:52.080805] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:52.193633] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:52.324128] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:52.451371] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:52.451597] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:09:52.451669] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.6s/test | Remaining: 1715 tests
[2025-10-13T23:09:52.451733] [INFO ] [CONFIGURE ] CNMD: Testing feature 8/29: add_macd
[2025-10-13T23:09:52.451772] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:09:52.619082] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:52.780372] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:09:52.946963] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:53.104613] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:53.263565] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:53.429996] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:53.646472] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:09:53.823802] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:53.998537] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:09:54.153414] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:54.153602] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:09:54.153674] [INFO ] [CONFIGURE ] JOB ETA: 44.4m | Avg: 1.6s/test | Remaining: 1714 tests
[2025-10-13T23:09:54.153732] [INFO ] [CONFIGURE ] CNMD: Testing feature 9/29: add_mfi
[2025-10-13T23:09:54.153765] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_mfi']
[2025-10-13T23:09:54.279602] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:54.406214] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:54.532487] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:54.661806] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:54.790114] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:54.917431] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:55.046102] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:55.175613] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:55.315216] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:55.443762] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:55.443925] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:09:55.443970] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.6s/test | Remaining: 1713 tests
[2025-10-13T23:09:55.444005] [INFO ] [CONFIGURE ] CNMD: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:09:55.444036] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:09:55.581416] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:55.718836] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:55.860745] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:56.000177] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:56.140177] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:56.294539] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:56.454191] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:56.650192] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:09:56.810364] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:56.972319] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:09:56.972607] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:09:56.972708] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.6s/test | Remaining: 1712 tests
[2025-10-13T23:09:56.972760] [INFO ] [CONFIGURE ] CNMD: Testing feature 11/29: add_obv_daily
[2025-10-13T23:09:56.972797] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_obv_daily']
[2025-10-13T23:09:57.106090] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:57.240029] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:57.365778] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:09:57.496066] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:57.625480] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:57.766392] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:09:57.898447] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:58.025798] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:09:58.154097] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:58.286969] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:58.287202] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:09:58.287286] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.6s/test | Remaining: 1711 tests
[2025-10-13T23:09:58.287356] [INFO ] [CONFIGURE ] CNMD: Testing feature 12/29: add_obv_interval
[2025-10-13T23:09:58.287415] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_obv_interval']
[2025-10-13T23:09:58.420217] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:09:58.557747] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:09:58.680840] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:09:58.807331] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:09:58.932922] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:09:59.072678] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:09:59.207483] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:09:59.341427] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:09:59.466349] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:09:59.588531] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:09:59.588760] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:09:59.588827] [INFO ] [CONFIGURE ] JOB ETA: 44.3m | Avg: 1.6s/test | Remaining: 1710 tests
[2025-10-13T23:09:59.588865] [INFO ] [CONFIGURE ] CNMD: Testing feature 13/29: add_opening_strength
[2025-10-13T23:09:59.588897] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:09:59.724152] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:09:59.856178] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:09:59.982484] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:00.113334] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:00.245839] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:00.378181] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:00.509863] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:10:00.639317] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:00.767965] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:00.906796] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:00.907030] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:10:00.907128] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.6s/test | Remaining: 1709 tests
[2025-10-13T23:10:00.907190] [INFO ] [CONFIGURE ] CNMD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:10:00.907237] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:10:01.048099] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:01.191089] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:01.318292] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:01.468863] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:01.647351] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:01.807932] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:01.953773] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:02.105400] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:02.244795] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:02.399987] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:10:02.400273] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:10:02.400326] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.6s/test | Remaining: 1708 tests
[2025-10-13T23:10:02.400428] [INFO ] [CONFIGURE ] CNMD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:10:02.400483] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:10:02.523895] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:02.655857] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:02.795850] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:02.930445] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:03.062271] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:03.187456] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:03.315347] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:10:03.448324] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:03.597246] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:03.755421] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:03.755730] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:10:03.755796] [INFO ] [CONFIGURE ] JOB ETA: 44.2m | Avg: 1.6s/test | Remaining: 1707 tests
[2025-10-13T23:10:03.755835] [INFO ] [CONFIGURE ] CNMD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:10:03.755869] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:10:03.895423] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:04.036463] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:04.169836] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:10:04.306553] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:04.439517] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:04.576406] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:04.719506] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:04.851279] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:04.994103] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:05.135731] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:05.135950] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:10:05.136005] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.6s/test | Remaining: 1706 tests
[2025-10-13T23:10:05.136043] [INFO ] [CONFIGURE ] CNMD: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:10:05.136076] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:10:05.266824] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:05.390010] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:05.512381] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:05.635149] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:05.759364] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:05.892385] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:06.025898] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:10:06.161088] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:06.301367] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:06.440302] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:06.440669] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:10:06.440739] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.6s/test | Remaining: 1705 tests
[2025-10-13T23:10:06.440779] [INFO ] [CONFIGURE ] CNMD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:10:06.440814] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:10:06.567919] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:06.683130] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:06.816331] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:06.947730] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:07.076506] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:07.199956] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:07.322918] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:07.446342] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:07.580047] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:07.711022] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:07.711245] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:10:07.711292] [INFO ] [CONFIGURE ] JOB ETA: 44.1m | Avg: 1.6s/test | Remaining: 1704 tests
[2025-10-13T23:10:07.711327] [INFO ] [CONFIGURE ] CNMD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:10:07.711361] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:10:07.843808] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:07.971673] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.091009] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:08.209915] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:08.335129] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.458350] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.582421] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.706948] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.836749] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:08.961175] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:08.961377] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:10:08.961423] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.6s/test | Remaining: 1703 tests
[2025-10-13T23:10:08.961459] [INFO ] [CONFIGURE ] CNMD: Testing feature 20/29: add_price_rejection
[2025-10-13T23:10:08.961493] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_price_rejection']
[2025-10-13T23:10:09.093679] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:09.229439] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:09.362787] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:09.490309] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:09.620833] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:09.759625] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:09.897179] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:10:10.040576] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:10.194392] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:10.334097] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:10.334319] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:10:10.334371] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.6s/test | Remaining: 1702 tests
[2025-10-13T23:10:10.334407] [INFO ] [CONFIGURE ] CNMD: Testing feature 21/29: add_range_position
[2025-10-13T23:10:10.334439] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_range_position']
[2025-10-13T23:10:10.471938] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:10.627229] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:10.768177] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:10.915745] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:11.057768] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:11.204675] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:11.357835] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:10:11.513947] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:11.661074] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:11.829332] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:11.829558] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:10:11.829605] [INFO ] [CONFIGURE ] JOB ETA: 44.0m | Avg: 1.6s/test | Remaining: 1701 tests
[2025-10-13T23:10:11.829639] [INFO ] [CONFIGURE ] CNMD: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:10:11.829719] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility']
[2025-10-13T23:10:11.997216] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:12.162397] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:12.318990] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:12.482886] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:12.648731] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:12.812330] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:12.981239] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:13.153254] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:13.318867] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:13.478554] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:10:13.478934] [INFO ] [CONFIGURE ] CNMD: KEPT add_realized_volatility (score: 80.00%)
[2025-10-13T23:10:13.478997] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1700 tests
[2025-10-13T23:10:13.479036] [INFO ] [CONFIGURE ] CNMD: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:10:13.479070] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_recent_range_context']
[2025-10-13T23:10:13.647394] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:13.826357] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:13.998792] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:14.178219] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:14.370992] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:14.553431] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:14.732564] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:14.924022] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:15.116576] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:15.294804] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:10:15.295087] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:10:15.295141] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1699 tests
[2025-10-13T23:10:15.295181] [INFO ] [CONFIGURE ] CNMD: Testing feature 24/29: add_rsi
[2025-10-13T23:10:15.295217] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-13T23:10:15.518926] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:15.710413] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:15.902489] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:10:16.094232] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:16.284570] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:10:16.482236] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:16.694730] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:16.897004] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:17.101961] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:17.321057] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:17.321382] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:10:17.321445] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1698 tests
[2025-10-13T23:10:17.321487] [INFO ] [CONFIGURE ] CNMD: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:10:17.321522] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_tick_distribution']
[2025-10-13T23:10:17.494680] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:17.682097] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:17.884616] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:18.053044] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:18.226411] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:18.394610] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:18.574870] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:18.742293] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:18.911682] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:19.081292] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:19.081501] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:10:19.081549] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1697 tests
[2025-10-13T23:10:19.081585] [INFO ] [CONFIGURE ] CNMD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:10:19.081619] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-13T23:10:19.247939] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:19.409558] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:19.570365] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:19.733714] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:19.918258] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:20.083136] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:20.244760] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:20.412149] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:20.577825] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:20.745792] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:20.745998] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:10:20.746062] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1696 tests
[2025-10-13T23:10:20.746102] [INFO ] [CONFIGURE ] CNMD: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:10:20.746134] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_volume_price_divergence']
[2025-10-13T23:10:20.957661] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:21.125923] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:21.305777] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:21.479567] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:21.650240] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:21.814739] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:21.974727] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:22.144909] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:22.308861] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:22.479834] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:22.480018] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:10:22.480122] [INFO ] [CONFIGURE ] JOB ETA: 43.9m | Avg: 1.6s/test | Remaining: 1695 tests
[2025-10-13T23:10:22.480190] [INFO ] [CONFIGURE ] CNMD: Testing feature 28/29: add_volume_profile
[2025-10-13T23:10:22.480247] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_volume_profile']
[2025-10-13T23:10:22.642832] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:10:22.795088] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:10:22.946818] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:10:23.104550] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:23.266555] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:23.422501] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:10:23.582282] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:23.746162] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:23.911674] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:24.070371] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:10:24.070582] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:10:24.070680] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.6s/test | Remaining: 1694 tests
[2025-10-13T23:10:24.070779] [INFO ] [CONFIGURE ] CNMD: Testing feature 29/29: add_vwap
[2025-10-13T23:10:24.070821] [INFO ] [CONFIGURE ] CNMD: Testing with features: ['add_realized_volatility', 'add_vwap']
[2025-10-13T23:10:24.223884] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:10:24.384844] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:10:24.542950] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:10:24.703439] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:24.869064] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:10:25.030297] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:10:25.192495] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:10:25.357092] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:25.543574] [DEBUG] [FORECASTER] CNMD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:25.711835] [DEBUG] [FORECASTER] CNMD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:10:25.712033] [INFO ] [CONFIGURE ] CNMD: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:10:25.712137] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.6s/test | Remaining: 1693 tests
[2025-10-13T23:10:25.712200] [INFO ] [CONFIGURE ] CNMD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:10:25.712234] [INFO ] [CONFIGURE ] CNMD: Best accuracy: 80.00%
[2025-10-13T23:10:25.712266] [INFO ] [CONFIGURE ] CNMD: Best feature set (1 features): ['add_realized_volatility']
[2025-10-13T23:10:25.712294] [INFO ] [CONFIGURE ] CNMD: Improvement over baseline: 10.00%
[2025-10-13T23:10:25.712321] [INFO ] [CONFIGURE ] CNMD: Total time: 42.9 seconds
[2025-10-13T23:10:25.712348] [INFO ] [CONFIGURE ] CNMD: Average time per feature: 1.5 seconds
[2025-10-13T23:10:25.712375] [INFO ] [CONFIGURE ] CNMD: Average speed: 0.68 features/sec
[2025-10-13T23:10:25.713044] [INFO ] [LOCAL     ] Saved configuration for CNMD: 1 features, 80.00% accuracy -> ./output/feature-sets/CNMD.json
[2025-10-13T23:10:25.713107] [INFO ] [CONFIGURE ] CNMD: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:10:25.713158] [INFO ] [sig       ] [33/91] Successfully configured CNMD | 0.02 sym/s | Total: 25.1m | ETA: 44.2m
[2025-10-13T23:10:25.713216] [INFO ] [sig       ] [34/91] Configuring CNS...
[2025-10-13T23:10:25.713248] [INFO ] [CONFIGURE ] CNS: Configurate test run.
[2025-10-13T23:10:25.713306] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNS' from 'https://tdm.silogroup.org/data/derivative_storage/CNS.csv'.
[2025-10-13T23:10:25.726684] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNS'.
[2025-10-13T23:10:25.727018] [INFO ] [CONFIGURE ] CNS: Testing with 29 available features
[2025-10-13T23:10:25.727073] [INFO ] [CONFIGURE ] CNS: Establishing baseline with no features...
[2025-10-13T23:10:25.833179] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:25.939667] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:26.051795] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:26.160915] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:26.271009] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:26.382040] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:26.492673] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:10:26.608498] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:26.719126] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:26.830667] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:26.830872] [INFO ] [CONFIGURE ] CNS: Baseline score (no features): 50.00%
[2025-10-13T23:10:26.830920] [INFO ] [CONFIGURE ] CNS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:10:26.830952] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:10:26.983468] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:27.105975] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:27.227820] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:27.348997] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:27.469747] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:27.589522] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:27.717488] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:27.838437] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:27.964600] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:28.092922] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:28.093161] [INFO ] [CONFIGURE ] CNS: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T23:10:28.093214] [INFO ] [CONFIGURE ] JOB ETA: 43.8m | Avg: 1.6s/test | Remaining: 1692 tests
[2025-10-13T23:10:28.093249] [INFO ] [CONFIGURE ] CNS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:10:28.093280] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:10:28.236289] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:28.376422] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:28.513404] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:28.651122] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:28.792164] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:28.930637] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:29.070426] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:10:29.208068] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:29.348178] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:29.488043] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:10:29.488239] [INFO ] [CONFIGURE ] CNS: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:10:29.488302] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.6s/test | Remaining: 1691 tests
[2025-10-13T23:10:29.488417] [INFO ] [CONFIGURE ] CNS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:10:29.488458] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:10:29.611121] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:29.736328] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:29.865282] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:30.030097] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:30.160903] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:30.291699] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:30.423621] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:10:30.556270] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:30.686121] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:30.818385] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:30.818558] [INFO ] [CONFIGURE ] CNS: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:10:30.818602] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.6s/test | Remaining: 1690 tests
[2025-10-13T23:10:30.818638] [INFO ] [CONFIGURE ] CNS: Testing feature 4/29: add_ema
[2025-10-13T23:10:30.818715] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:10:30.960036] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:31.106175] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:31.250507] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:31.398482] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:31.546073] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:31.691239] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:31.850628] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:31.999377] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:32.148402] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:32.294281] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:32.294489] [INFO ] [CONFIGURE ] CNS: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:10:32.294567] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.6s/test | Remaining: 1689 tests
[2025-10-13T23:10:32.294605] [INFO ] [CONFIGURE ] CNS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:10:32.294636] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:10:32.440516] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:32.588598] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:32.744929] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:32.897986] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:33.083244] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:33.237076] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:33.393442] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:33.568200] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:33.736442] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:33.904608] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:33.904927] [INFO ] [CONFIGURE ] CNS: KEPT add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:10:33.905012] [INFO ] [CONFIGURE ] JOB ETA: 43.7m | Avg: 1.6s/test | Remaining: 1688 tests
[2025-10-13T23:10:33.905066] [INFO ] [CONFIGURE ] CNS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:10:33.905104] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:10:34.079526] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:34.252583] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:34.425576] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:34.597936] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:34.761948] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:34.918920] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:35.077191] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:35.238671] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:35.396665] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:35.554174] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:35.554418] [INFO ] [CONFIGURE ] CNS: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:10:35.554470] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.6s/test | Remaining: 1687 tests
[2025-10-13T23:10:35.554505] [INFO ] [CONFIGURE ] CNS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:10:35.554536] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:10:35.704053] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:35.856551] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:36.007789] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:36.173781] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:36.335787] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:36.493631] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:36.649639] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:36.800208] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:36.967941] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:37.121753] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:37.121948] [INFO ] [CONFIGURE ] CNS: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:10:37.121994] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.6s/test | Remaining: 1686 tests
[2025-10-13T23:10:37.122030] [INFO ] [CONFIGURE ] CNS: Testing feature 8/29: add_macd
[2025-10-13T23:10:37.122062] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:10:37.291503] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:10:37.461812] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:37.639176] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:37.839506] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:38.028776] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:38.234260] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:38.478286] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:10:38.736210] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:38.978012] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:39.190864] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:39.191093] [INFO ] [CONFIGURE ] CNS: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:10:39.191141] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.6s/test | Remaining: 1685 tests
[2025-10-13T23:10:39.191177] [INFO ] [CONFIGURE ] CNS: Testing feature 9/29: add_mfi
[2025-10-13T23:10:39.191210] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:10:39.389105] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:39.558189] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:39.717883] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:39.880998] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:40.042202] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:40.207736] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:40.377567] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:40.538076] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:40.696388] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:40.854777] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:40.854951] [INFO ] [CONFIGURE ] CNS: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:10:40.854997] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.6s/test | Remaining: 1684 tests
[2025-10-13T23:10:40.855032] [INFO ] [CONFIGURE ] CNS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:10:40.855128] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:10:41.028860] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:41.202735] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:41.377857] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:41.549499] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:41.720593] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:41.894623] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:42.074192] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:42.248949] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:42.427837] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:42.607418] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:42.607871] [INFO ] [CONFIGURE ] CNS: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:10:42.607931] [INFO ] [CONFIGURE ] JOB ETA: 43.6m | Avg: 1.6s/test | Remaining: 1683 tests
[2025-10-13T23:10:42.607971] [INFO ] [CONFIGURE ] CNS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:10:42.608006] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:10:42.762392] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:42.916250] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:43.064969] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:43.220449] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:43.386137] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:43.556694] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:43.713927] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:43.872793] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:44.041160] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:10:44.195349] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:10:44.195577] [INFO ] [CONFIGURE ] CNS: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:10:44.195623] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.6s/test | Remaining: 1682 tests
[2025-10-13T23:10:44.195691] [INFO ] [CONFIGURE ] CNS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:10:44.195738] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:10:44.345855] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:44.501795] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:44.659004] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:44.819324] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:44.976382] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:45.135305] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:45.293442] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:45.448074] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:45.604957] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:45.764693] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:45.764959] [INFO ] [CONFIGURE ] CNS: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:10:45.765022] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.6s/test | Remaining: 1681 tests
[2025-10-13T23:10:45.765060] [INFO ] [CONFIGURE ] CNS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:10:45.765092] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:10:45.918153] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:46.090284] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:46.249966] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:10:46.423031] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:10:46.599629] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:46.771500] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:46.946675] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:47.138148] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:47.300537] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:47.461060] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:47.461259] [INFO ] [CONFIGURE ] CNS: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:10:47.461321] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.6s/test | Remaining: 1680 tests
[2025-10-13T23:10:47.461359] [INFO ] [CONFIGURE ] CNS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:10:47.461390] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T23:10:47.623385] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:10:47.792093] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:47.962430] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:48.130017] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:48.303711] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:48.480034] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:48.654463] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:48.833534] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:49.002573] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:49.178057] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:49.178298] [INFO ] [CONFIGURE ] CNS: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:10:49.178362] [INFO ] [CONFIGURE ] JOB ETA: 43.5m | Avg: 1.6s/test | Remaining: 1679 tests
[2025-10-13T23:10:49.178400] [INFO ] [CONFIGURE ] CNS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:10:49.178432] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T23:10:49.331212] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:49.484905] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:49.633601] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:49.787706] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:49.938857] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:50.089370] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:50.236078] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:50.386335] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:50.531088] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:50.677048] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:50.677249] [INFO ] [CONFIGURE ] CNS: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:10:50.677325] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.6s/test | Remaining: 1678 tests
[2025-10-13T23:10:50.677385] [INFO ] [CONFIGURE ] CNS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:10:50.677420] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T23:10:50.846894] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:50.999319] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:51.152848] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:51.303377] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:51.469301] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:51.634559] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:51.827089] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:51.988239] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:52.142635] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:52.298426] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:52.298689] [INFO ] [CONFIGURE ] CNS: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:10:52.298754] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.6s/test | Remaining: 1677 tests
[2025-10-13T23:10:52.298818] [INFO ] [CONFIGURE ] CNS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:10:52.298875] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T23:10:52.459246] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:52.613547] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:52.772938] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:52.932883] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:53.088290] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:53.245297] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:53.401852] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:53.568164] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:53.727721] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:53.888415] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:53.888619] [INFO ] [CONFIGURE ] CNS: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:10:53.888730] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.6s/test | Remaining: 1676 tests
[2025-10-13T23:10:53.888776] [INFO ] [CONFIGURE ] CNS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:10:53.888809] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T23:10:54.036544] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:54.179528] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:54.322131] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:54.465368] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:54.609982] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:54.754011] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:54.899023] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:55.049168] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:55.201920] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:55.360406] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:55.360611] [INFO ] [CONFIGURE ] CNS: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:10:55.360725] [INFO ] [CONFIGURE ] JOB ETA: 43.4m | Avg: 1.6s/test | Remaining: 1675 tests
[2025-10-13T23:10:55.360780] [INFO ] [CONFIGURE ] CNS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:10:55.360814] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T23:10:55.504215] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:55.646357] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:10:55.789604] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:55.936799] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:56.089253] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:56.241893] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:56.389271] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:56.543584] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:10:56.696142] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:56.846679] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:56.846874] [INFO ] [CONFIGURE ] CNS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:10:56.846918] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.6s/test | Remaining: 1674 tests
[2025-10-13T23:10:56.846954] [INFO ] [CONFIGURE ] CNS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:10:56.846985] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T23:10:57.002314] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:57.156896] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:57.313204] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:57.472262] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:57.646635] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:57.809561] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:57.975321] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:58.139246] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:58.303662] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:10:58.466086] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:10:58.466359] [INFO ] [CONFIGURE ] CNS: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:10:58.466428] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.6s/test | Remaining: 1673 tests
[2025-10-13T23:10:58.466479] [INFO ] [CONFIGURE ] CNS: Testing feature 21/29: add_range_position
[2025-10-13T23:10:58.466522] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T23:10:58.647028] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:10:58.810716] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:10:58.974487] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:10:59.138369] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:10:59.307122] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:10:59.472005] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:10:59.636569] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:10:59.800422] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:10:59.968885] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:00.138895] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:00.139074] [INFO ] [CONFIGURE ] CNS: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:11:00.139118] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.6s/test | Remaining: 1672 tests
[2025-10-13T23:11:00.139155] [INFO ] [CONFIGURE ] CNS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:11:00.139262] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T23:11:00.319533] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:00.497079] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:00.677157] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:00.861666] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:01.042200] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:01.223633] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:01.404421] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:01.595468] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:11:01.780445] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:01.967811] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:01.968003] [INFO ] [CONFIGURE ] CNS: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:11:01.968049] [INFO ] [CONFIGURE ] JOB ETA: 43.3m | Avg: 1.6s/test | Remaining: 1671 tests
[2025-10-13T23:11:01.968084] [INFO ] [CONFIGURE ] CNS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:11:01.968115] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:11:02.114332] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:02.256216] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:11:02.409909] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:02.568761] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:02.720444] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:02.873548] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:03.028080] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:03.184600] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:11:03.346109] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:03.505775] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:03.505978] [INFO ] [CONFIGURE ] CNS: KEPT add_recent_range_context (score: 80.00%)
[2025-10-13T23:11:03.506024] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.6s/test | Remaining: 1670 tests
[2025-10-13T23:11:03.506062] [INFO ] [CONFIGURE ] CNS: Testing feature 24/29: add_rsi
[2025-10-13T23:11:03.506094] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context', 'add_ema', 'add_rsi']
[2025-10-13T23:11:03.708203] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:03.917196] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:11:04.123932] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:04.312892] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:04.507581] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:04.696382] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:04.883815] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:05.076281] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:11:05.264512] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:05.453974] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:05.454164] [INFO ] [CONFIGURE ] CNS: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:11:05.454209] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.6s/test | Remaining: 1669 tests
[2025-10-13T23:11:05.454245] [INFO ] [CONFIGURE ] CNS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:11:05.454276] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context', 'add_tick_distribution']
[2025-10-13T23:11:05.621880] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:05.788660] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:05.957665] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:06.130848] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:06.302495] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:06.467067] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:06.632519] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:06.803492] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:11:06.973950] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:07.144699] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:07.144889] [INFO ] [CONFIGURE ] CNS: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:11:07.144936] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.6s/test | Remaining: 1668 tests
[2025-10-13T23:11:07.144970] [INFO ] [CONFIGURE ] CNS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:11:07.145002] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context', 'add_volume_momentum_confirmation']
[2025-10-13T23:11:07.314949] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:07.485446] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:07.656587] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:07.816548] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:07.980105] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:08.143868] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:08.311048] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:08.472962] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:11:08.637963] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:08.802259] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:08.802445] [INFO ] [CONFIGURE ] CNS: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:11:08.802489] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.6s/test | Remaining: 1667 tests
[2025-10-13T23:11:08.802526] [INFO ] [CONFIGURE ] CNS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:11:08.802560] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context', 'add_volume_price_divergence']
[2025-10-13T23:11:08.980006] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:09.161402] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:09.343440] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:09.526860] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:09.724302] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:09.912602] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:10.092131] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:10.265953] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:11:10.445225] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:10.624934] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:10.625178] [INFO ] [CONFIGURE ] CNS: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:11:10.625225] [INFO ] [CONFIGURE ] JOB ETA: 43.2m | Avg: 1.6s/test | Remaining: 1666 tests
[2025-10-13T23:11:10.625262] [INFO ] [CONFIGURE ] CNS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:11:10.625294] [INFO ] [CONFIGURE ] CNS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context', 'add_volume_profile']
[2025-10-13T23:11:10.791213] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:11:10.950150] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:11.114449] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:11.284997] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:11.455444] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:11.639731] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:11:11.819482] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:11.991597] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:11:12.160863] [DEBUG] [FORECASTER] CNS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:12.327353] [DEBUG] [FORECASTER] CNS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:11:12.327525] [INFO ] [CONFIGURE ] CNS: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:11:12.327601] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.6s/test | Remaining: 1665 tests
[2025-10-13T23:11:12.327688] [INFO ] [CONFIGURE ] CNS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:11:12.327742] [INFO ] [CONFIGURE ] CNS: Best accuracy: 80.00%
[2025-10-13T23:11:12.327776] [INFO ] [CONFIGURE ] CNS: Best feature set (4 features): ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:11:12.327805] [INFO ] [CONFIGURE ] CNS: Improvement over baseline: 30.00%
[2025-10-13T23:11:12.327834] [INFO ] [CONFIGURE ] CNS: Total time: 45.5 seconds
[2025-10-13T23:11:12.327860] [INFO ] [CONFIGURE ] CNS: Average time per feature: 1.6 seconds
[2025-10-13T23:11:12.327889] [INFO ] [CONFIGURE ] CNS: Average speed: 0.64 features/sec
[2025-10-13T23:11:12.328508] [INFO ] [LOCAL     ] Saved configuration for CNS: 4 features, 80.00% accuracy -> ./output/feature-sets/CNS.json
[2025-10-13T23:11:12.328563] [INFO ] [CONFIGURE ] CNS: Configuration saved successfully: 4 features, 80.00% accuracy.
[2025-10-13T23:11:12.328612] [INFO ] [sig       ] [34/91] Successfully configured CNS | 0.02 sym/s | Total: 25.9m | ETA: 43.4m
[2025-10-13T23:11:12.328702] [INFO ] [sig       ] [35/91] Configuring COLD...
[2025-10-13T23:11:12.328757] [INFO ] [CONFIGURE ] COLD: Configurate test run.
[2025-10-13T23:11:12.328817] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COLD' from 'https://tdm.silogroup.org/data/derivative_storage/COLD.csv'.
[2025-10-13T23:11:12.342355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COLD'.
[2025-10-13T23:11:12.342825] [INFO ] [CONFIGURE ] COLD: Testing with 29 available features
[2025-10-13T23:11:12.342881] [INFO ] [CONFIGURE ] COLD: Establishing baseline with no features...
[2025-10-13T23:11:12.446331] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:11:12.549196] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:12.651633] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:12.757205] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:12.860258] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:12.965389] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:13.070972] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:13.176237] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:13.283125] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:13.391087] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:13.391284] [INFO ] [CONFIGURE ] COLD: Baseline score (no features): 30.00%
[2025-10-13T23:11:13.391334] [INFO ] [CONFIGURE ] COLD: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:11:13.391368] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:11:13.510307] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:13.627050] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:13.744546] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:13.861160] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:13.983740] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:14.105049] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:14.226574] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:14.356851] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:14.487280] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:14.610061] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:14.610252] [INFO ] [CONFIGURE ] COLD: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-13T23:11:14.610296] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.6s/test | Remaining: 1664 tests
[2025-10-13T23:11:14.610330] [INFO ] [CONFIGURE ] COLD: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:11:14.610361] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:11:14.751144] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:14.888016] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:11:15.021129] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:15.164935] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:15.308510] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:15.478116] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:15.622130] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:15.765047] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:15.909011] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:16.093126] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:11:16.093323] [INFO ] [CONFIGURE ] COLD: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:11:16.093394] [INFO ] [CONFIGURE ] JOB ETA: 43.1m | Avg: 1.6s/test | Remaining: 1663 tests
[2025-10-13T23:11:16.093432] [INFO ] [CONFIGURE ] COLD: Testing feature 3/29: add_daily_returns
[2025-10-13T23:11:16.093465] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:11:16.217397] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:16.342173] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:16.466671] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:16.598159] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:16.746528] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:16.871550] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:17.009877] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:17.137579] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:17.270149] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:17.403338] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:17.403552] [INFO ] [CONFIGURE ] COLD: KEPT add_daily_returns (score: 60.00%)
[2025-10-13T23:11:17.403616] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.6s/test | Remaining: 1662 tests
[2025-10-13T23:11:17.403683] [INFO ] [CONFIGURE ] COLD: Testing feature 4/29: add_ema
[2025-10-13T23:11:17.403734] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-13T23:11:17.550243] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:17.689108] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:17.827985] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:17.972769] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:18.116004] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:18.258974] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:18.405236] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:18.552171] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:18.701365] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:18.845800] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:18.845997] [INFO ] [CONFIGURE ] COLD: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:11:18.846043] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.6s/test | Remaining: 1661 tests
[2025-10-13T23:11:18.846079] [INFO ] [CONFIGURE ] COLD: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:11:18.846110] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:11:18.992424] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:19.142071] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:19.292828] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:19.441152] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:19.589105] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:19.735954] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:19.884513] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:20.040862] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:20.193621] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:20.352719] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:11:20.352892] [INFO ] [CONFIGURE ] COLD: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:11:20.352936] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.6s/test | Remaining: 1660 tests
[2025-10-13T23:11:20.352971] [INFO ] [CONFIGURE ] COLD: Testing feature 6/29: add_failed_moves
[2025-10-13T23:11:20.353002] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T23:11:20.486163] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:20.627069] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:20.768693] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:20.898322] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:21.027244] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:21.160805] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:21.295932] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:21.427898] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:21.566333] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:21.705041] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:21.705253] [INFO ] [CONFIGURE ] COLD: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:11:21.705317] [INFO ] [CONFIGURE ] JOB ETA: 43.0m | Avg: 1.6s/test | Remaining: 1659 tests
[2025-10-13T23:11:21.705355] [INFO ] [CONFIGURE ] COLD: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:11:21.705388] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:11:21.831668] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:11:21.957014] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:22.081553] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:22.204499] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:22.331186] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:22.458391] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:22.589665] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:22.715683] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:22.842253] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:22.968050] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:22.968223] [INFO ] [CONFIGURE ] COLD: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:11:22.968287] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.6s/test | Remaining: 1658 tests
[2025-10-13T23:11:22.968346] [INFO ] [CONFIGURE ] COLD: Testing feature 8/29: add_macd
[2025-10-13T23:11:22.968428] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:11:23.128343] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:23.300613] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:23.474756] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:23.641837] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:23.808745] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:23.984690] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:24.160285] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:11:24.335486] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:24.507492] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:24.681734] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:24.681953] [INFO ] [CONFIGURE ] COLD: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:11:24.682002] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.6s/test | Remaining: 1657 tests
[2025-10-13T23:11:24.682037] [INFO ] [CONFIGURE ] COLD: Testing feature 9/29: add_mfi
[2025-10-13T23:11:24.682070] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_mfi']
[2025-10-13T23:11:24.821268] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:24.961924] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:25.109178] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:25.261212] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:25.406428] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:25.553882] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:25.696438] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:25.844807] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:25.988147] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:26.133183] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:26.133367] [INFO ] [CONFIGURE ] COLD: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:11:26.133412] [INFO ] [CONFIGURE ] JOB ETA: 42.9m | Avg: 1.6s/test | Remaining: 1656 tests
[2025-10-13T23:11:26.133448] [INFO ] [CONFIGURE ] COLD: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:11:26.133483] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:11:26.287697] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:26.447011] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:26.630498] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:26.802229] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:26.960291] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:27.123253] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:27.281825] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:27.454492] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:27.645348] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:27.823374] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:27.823660] [INFO ] [CONFIGURE ] COLD: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:11:27.823729] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.6s/test | Remaining: 1655 tests
[2025-10-13T23:11:27.823771] [INFO ] [CONFIGURE ] COLD: Testing feature 11/29: add_obv_daily
[2025-10-13T23:11:27.823806] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_obv_daily']
[2025-10-13T23:11:27.976715] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:28.119467] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:11:28.261196] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:28.402073] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:28.531692] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:28.669187] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:28.806352] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:28.947121] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:29.080406] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:29.216007] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:29.216203] [INFO ] [CONFIGURE ] COLD: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:11:29.216248] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.6s/test | Remaining: 1654 tests
[2025-10-13T23:11:29.216284] [INFO ] [CONFIGURE ] COLD: Testing feature 12/29: add_obv_interval
[2025-10-13T23:11:29.216315] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_obv_interval']
[2025-10-13T23:11:29.345496] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:29.491125] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:29.628143] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:29.760524] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:29.897242] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:30.032591] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:30.165140] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:30.294381] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:30.423589] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:30.553555] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:30.553738] [INFO ] [CONFIGURE ] COLD: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:11:30.553794] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.6s/test | Remaining: 1653 tests
[2025-10-13T23:11:30.553830] [INFO ] [CONFIGURE ] COLD: Testing feature 13/29: add_opening_strength
[2025-10-13T23:11:30.553860] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:11:30.683295] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:30.811802] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:30.942465] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:31.073875] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:31.238667] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:31.378183] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:31.512193] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:31.650801] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:31.792423] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:31.938068] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:31.938352] [INFO ] [CONFIGURE ] COLD: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:11:31.938404] [INFO ] [CONFIGURE ] JOB ETA: 42.8m | Avg: 1.6s/test | Remaining: 1652 tests
[2025-10-13T23:11:31.938439] [INFO ] [CONFIGURE ] COLD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:11:31.938471] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:11:32.087039] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:32.236507] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:32.387389] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:32.537275] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:32.690872] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:32.841673] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:32.991815] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:33.142867] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:33.292386] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:33.445988] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:11:33.446168] [INFO ] [CONFIGURE ] COLD: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:11:33.446219] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.6s/test | Remaining: 1651 tests
[2025-10-13T23:11:33.446255] [INFO ] [CONFIGURE ] COLD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:11:33.446285] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T23:11:33.577234] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:33.708002] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:33.837061] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:33.967372] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:34.100876] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:34.267522] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:34.405414] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:34.548149] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:34.688675] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:34.831388] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:34.831616] [INFO ] [CONFIGURE ] COLD: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:11:34.831699] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.6s/test | Remaining: 1650 tests
[2025-10-13T23:11:34.831749] [INFO ] [CONFIGURE ] COLD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:11:34.831785] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T23:11:34.974864] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:35.120529] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:35.261391] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:35.400103] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:35.543462] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:35.688094] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:35.828665] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:35.976619] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:36.122286] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:36.269611] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:36.269804] [INFO ] [CONFIGURE ] COLD: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:11:36.269854] [INFO ] [CONFIGURE ] JOB ETA: 42.7m | Avg: 1.6s/test | Remaining: 1649 tests
[2025-10-13T23:11:36.269889] [INFO ] [CONFIGURE ] COLD: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:11:36.269919] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T23:11:36.410666] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:36.553097] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:36.700225] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:36.840878] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:36.983130] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:37.123999] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:37.292835] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:37.439502] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:37.582153] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:37.737195] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:37.737768] [INFO ] [CONFIGURE ] COLD: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:11:37.737830] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.6s/test | Remaining: 1648 tests
[2025-10-13T23:11:37.737870] [INFO ] [CONFIGURE ] COLD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:11:37.737903] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T23:11:37.862220] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:37.988040] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:38.113594] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:38.238559] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:38.372068] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:38.497008] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:38.624662] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:38.754353] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:38.884593] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:39.015905] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:39.016126] [INFO ] [CONFIGURE ] COLD: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:11:39.016185] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.6s/test | Remaining: 1647 tests
[2025-10-13T23:11:39.016222] [INFO ] [CONFIGURE ] COLD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:11:39.016254] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T23:11:39.155956] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:39.282102] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:39.410400] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:39.534952] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:39.661843] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:39.789662] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:39.924831] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:40.059407] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:40.193365] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:40.329394] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:40.329570] [INFO ] [CONFIGURE ] COLD: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:11:40.329616] [INFO ] [CONFIGURE ] JOB ETA: 42.6m | Avg: 1.6s/test | Remaining: 1646 tests
[2025-10-13T23:11:40.329684] [INFO ] [CONFIGURE ] COLD: Testing feature 20/29: add_price_rejection
[2025-10-13T23:11:40.329737] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_price_rejection']
[2025-10-13T23:11:40.476300] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:40.619451] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:40.761102] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:40.898600] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:41.035958] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:41.176937] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:41.318712] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:41.456748] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:41.595820] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:41.743323] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:41.743518] [INFO ] [CONFIGURE ] COLD: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:11:41.743563] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.6s/test | Remaining: 1645 tests
[2025-10-13T23:11:41.743598] [INFO ] [CONFIGURE ] COLD: Testing feature 21/29: add_range_position
[2025-10-13T23:11:41.743629] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_range_position']
[2025-10-13T23:11:41.890029] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:42.057864] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:42.221321] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:42.387202] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:42.557417] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:42.735886] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:42.891748] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:43.057058] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:43.208420] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:43.370192] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:43.370416] [INFO ] [CONFIGURE ] COLD: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:11:43.370472] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.6s/test | Remaining: 1644 tests
[2025-10-13T23:11:43.370510] [INFO ] [CONFIGURE ] COLD: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:11:43.370541] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_realized_volatility']
[2025-10-13T23:11:43.561549] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:43.722683] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:43.886841] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:44.051226] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:44.221257] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:44.396727] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:44.565223] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:44.751366] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:44.925337] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:11:45.095185] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:45.095358] [INFO ] [CONFIGURE ] COLD: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-13T23:11:45.095405] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.6s/test | Remaining: 1643 tests
[2025-10-13T23:11:45.095438] [INFO ] [CONFIGURE ] COLD: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:11:45.095470] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_recent_range_context']
[2025-10-13T23:11:45.234206] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:45.373911] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:45.533130] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:45.696901] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:45.844749] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:45.992227] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:46.140429] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:46.293347] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:46.440136] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:46.617515] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:46.617808] [INFO ] [CONFIGURE ] COLD: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:11:46.617877] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.6s/test | Remaining: 1642 tests
[2025-10-13T23:11:46.617917] [INFO ] [CONFIGURE ] COLD: Testing feature 24/29: add_rsi
[2025-10-13T23:11:46.617951] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:11:46.780103] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:46.942762] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:47.109887] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:47.271734] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:47.434067] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:47.607086] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:47.793987] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:47.967798] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:48.150407] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:48.346010] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:48.346247] [INFO ] [CONFIGURE ] COLD: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:11:48.346328] [INFO ] [CONFIGURE ] JOB ETA: 42.5m | Avg: 1.6s/test | Remaining: 1641 tests
[2025-10-13T23:11:48.346383] [INFO ] [CONFIGURE ] COLD: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:11:48.346515] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:11:48.524807] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:48.684815] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:48.869169] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:49.018589] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:49.160124] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:49.290631] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:49.423799] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:49.561275] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:49.697036] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:49.845411] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:49.845746] [INFO ] [CONFIGURE ] COLD: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:11:49.845824] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.6s/test | Remaining: 1640 tests
[2025-10-13T23:11:49.845891] [INFO ] [CONFIGURE ] COLD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:11:49.845933] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T23:11:49.986790] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:50.125152] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:50.268458] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:50.424532] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:50.585851] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:50.730574] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:50.868756] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:51.005040] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:51.147976] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:51.291347] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:51.291560] [INFO ] [CONFIGURE ] COLD: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-13T23:11:51.291608] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.6s/test | Remaining: 1639 tests
[2025-10-13T23:11:51.291668] [INFO ] [CONFIGURE ] COLD: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:11:51.291729] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T23:11:51.436094] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:51.587184] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:51.755242] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:51.917429] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:52.076136] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:52.233435] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:52.390321] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:52.550947] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:52.708497] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:52.863982] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:52.864212] [INFO ] [CONFIGURE ] COLD: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:11:52.864279] [INFO ] [CONFIGURE ] JOB ETA: 42.4m | Avg: 1.6s/test | Remaining: 1638 tests
[2025-10-13T23:11:52.864319] [INFO ] [CONFIGURE ] COLD: Testing feature 28/29: add_volume_profile
[2025-10-13T23:11:52.864353] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_profile']
[2025-10-13T23:11:53.008140] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:11:53.148300] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:53.291065] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:53.431575] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:53.588661] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:11:53.732017] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:53.875066] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:54.023748] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:11:54.184713] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:54.353814] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:54.354015] [INFO ] [CONFIGURE ] COLD: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:11:54.354061] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.6s/test | Remaining: 1637 tests
[2025-10-13T23:11:54.354098] [INFO ] [CONFIGURE ] COLD: Testing feature 29/29: add_vwap
[2025-10-13T23:11:54.354135] [INFO ] [CONFIGURE ] COLD: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap']
[2025-10-13T23:11:54.515211] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:54.667403] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:11:54.811004] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:54.953007] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:11:55.095617] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:11:55.248000] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:55.397377] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:11:55.550624] [DEBUG] [FORECASTER] COLD: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:11:55.718883] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:55.865334] [DEBUG] [FORECASTER] COLD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:55.865494] [INFO ] [CONFIGURE ] COLD: DISCARDED add_vwap (score: 30.00%)
[2025-10-13T23:11:55.865561] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.6s/test | Remaining: 1636 tests
[2025-10-13T23:11:55.865680] [INFO ] [CONFIGURE ] COLD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:11:55.865732] [INFO ] [CONFIGURE ] COLD: Best accuracy: 60.00%
[2025-10-13T23:11:55.865766] [INFO ] [CONFIGURE ] COLD: Best feature set (2 features): ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:11:55.865795] [INFO ] [CONFIGURE ] COLD: Improvement over baseline: 30.00%
[2025-10-13T23:11:55.865822] [INFO ] [CONFIGURE ] COLD: Total time: 42.5 seconds
[2025-10-13T23:11:55.865849] [INFO ] [CONFIGURE ] COLD: Average time per feature: 1.5 seconds
[2025-10-13T23:11:55.865876] [INFO ] [CONFIGURE ] COLD: Average speed: 0.68 features/sec
[2025-10-13T23:11:55.866474] [INFO ] [LOCAL     ] Saved configuration for COLD: 2 features, 60.00% accuracy -> ./output/feature-sets/COLD.json
[2025-10-13T23:11:55.866529] [INFO ] [CONFIGURE ] COLD: Configuration saved successfully: 2 features, 60.00% accuracy.
[2025-10-13T23:11:55.866588] [INFO ] [sig       ] [35/91] Successfully configured COLD | 0.02 sym/s | Total: 26.6m | ETA: 42.6m
[2025-10-13T23:11:55.866676] [INFO ] [sig       ] [36/91] Configuring COMP...
[2025-10-13T23:11:55.866732] [INFO ] [CONFIGURE ] COMP: Configurate test run.
[2025-10-13T23:11:55.866794] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COMP' from 'https://tdm.silogroup.org/data/derivative_storage/COMP.csv'.
[2025-10-13T23:11:55.879453] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COMP'.
[2025-10-13T23:11:55.879790] [INFO ] [CONFIGURE ] COMP: Testing with 29 available features
[2025-10-13T23:11:55.879844] [INFO ] [CONFIGURE ] COMP: Establishing baseline with no features...
[2025-10-13T23:11:55.990615] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:11:56.100391] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:11:56.216775] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:56.325975] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:56.433987] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:11:56.546887] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:56.649106] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:11:56.765479] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:11:56.880328] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:56.998261] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:11:56.998435] [INFO ] [CONFIGURE ] COMP: Baseline score (no features): 50.00%
[2025-10-13T23:11:56.998491] [INFO ] [CONFIGURE ] COMP: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:11:56.998529] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:11:57.121855] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:11:57.241261] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:11:57.362459] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:11:57.485893] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:57.610539] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:11:57.750610] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:11:57.878155] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:11:58.006121] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:11:58.136332] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:58.265779] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:11:58.265941] [INFO ] [CONFIGURE ] COMP: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:11:58.265985] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.6s/test | Remaining: 1635 tests
[2025-10-13T23:11:58.266019] [INFO ] [CONFIGURE ] COMP: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:11:58.266049] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:11:58.401386] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:58.537432] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:11:58.673069] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:11:58.806077] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:11:58.933823] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:11:59.062121] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:11:59.198588] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:11:59.330177] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:11:59.468448] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:11:59.602874] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:11:59.603081] [INFO ] [CONFIGURE ] COMP: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T23:11:59.603129] [INFO ] [CONFIGURE ] JOB ETA: 42.3m | Avg: 1.6s/test | Remaining: 1634 tests
[2025-10-13T23:11:59.603163] [INFO ] [CONFIGURE ] COMP: Testing feature 3/29: add_daily_returns
[2025-10-13T23:11:59.603194] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:11:59.737575] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:11:59.877061] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:00.011147] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:00.144788] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:00.276542] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:00.407851] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:00.545289] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:00.680035] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:00.813273] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:00.948356] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:00.948545] [INFO ] [CONFIGURE ] COMP: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:12:00.948612] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.6s/test | Remaining: 1633 tests
[2025-10-13T23:12:00.948747] [INFO ] [CONFIGURE ] COMP: Testing feature 4/29: add_ema
[2025-10-13T23:12:00.948788] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:12:01.092807] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:01.235213] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:01.383714] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:01.534841] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:01.709247] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:01.886910] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:02.039968] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:02.192113] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:02.352803] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:12:02.517543] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:02.517878] [INFO ] [CONFIGURE ] COMP: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:12:02.517938] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.6s/test | Remaining: 1632 tests
[2025-10-13T23:12:02.517976] [INFO ] [CONFIGURE ] COMP: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:12:02.518009] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:12:02.683164] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:02.849144] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:03.015377] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:03.192174] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:03.356829] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:03.523387] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:03.701568] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:03.875555] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:04.048554] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:04.222828] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:04.223133] [INFO ] [CONFIGURE ] COMP: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:12:04.223195] [INFO ] [CONFIGURE ] JOB ETA: 42.2m | Avg: 1.6s/test | Remaining: 1631 tests
[2025-10-13T23:12:04.223235] [INFO ] [CONFIGURE ] COMP: Testing feature 6/29: add_failed_moves
[2025-10-13T23:12:04.223269] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:12:04.377749] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:04.521312] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:04.661169] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:04.807167] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:04.970939] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:05.123354] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:05.268376] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:05.419266] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:05.574367] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:05.723999] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:05.724284] [INFO ] [CONFIGURE ] COMP: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:12:05.724339] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.6s/test | Remaining: 1630 tests
[2025-10-13T23:12:05.724376] [INFO ] [CONFIGURE ] COMP: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:12:05.724409] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:12:05.852261] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:05.987634] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:06.123001] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:06.259542] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:06.390429] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:06.530095] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:06.660502] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:06.792187] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:06.927227] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:07.060727] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:07.060961] [INFO ] [CONFIGURE ] COMP: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:12:07.061021] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.6s/test | Remaining: 1629 tests
[2025-10-13T23:12:07.061058] [INFO ] [CONFIGURE ] COMP: Testing feature 8/29: add_macd
[2025-10-13T23:12:07.061090] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:12:07.228427] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:07.395482] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:07.560799] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:07.725843] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:07.892488] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:08.065362] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:08.259908] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:08.455558] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:08.657614] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:08.860723] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:08.860989] [INFO ] [CONFIGURE ] COMP: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:12:08.861042] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.6s/test | Remaining: 1628 tests
[2025-10-13T23:12:08.861078] [INFO ] [CONFIGURE ] COMP: Testing feature 9/29: add_mfi
[2025-10-13T23:12:08.861110] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:12:09.029100] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:09.221827] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:09.371897] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:09.510401] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:09.669446] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:09.833905] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:09.975931] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:10.119885] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:10.264491] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:10.411598] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:10.411836] [INFO ] [CONFIGURE ] COMP: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:12:10.411890] [INFO ] [CONFIGURE ] JOB ETA: 42.1m | Avg: 1.6s/test | Remaining: 1627 tests
[2025-10-13T23:12:10.411927] [INFO ] [CONFIGURE ] COMP: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:12:10.411960] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:12:10.574057] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:10.731149] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:10.886558] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:11.038924] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:11.194177] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:11.353680] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:11.509998] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:11.670802] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:11.849247] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:12.019145] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:12.019325] [INFO ] [CONFIGURE ] COMP: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:12:12.019387] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.6s/test | Remaining: 1626 tests
[2025-10-13T23:12:12.019461] [INFO ] [CONFIGURE ] COMP: Testing feature 11/29: add_obv_daily
[2025-10-13T23:12:12.019507] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:12:12.167491] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:12.297043] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:12.427738] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:12.564683] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:12.699123] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:12.834857] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:12.995242] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:13.128995] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:13.267462] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:13.402807] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:13.402949] [INFO ] [CONFIGURE ] COMP: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:12:13.402993] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.6s/test | Remaining: 1625 tests
[2025-10-13T23:12:13.403027] [INFO ] [CONFIGURE ] COMP: Testing feature 12/29: add_obv_interval
[2025-10-13T23:12:13.403056] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:12:13.532547] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:13.659168] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:13.786420] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:13.917849] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:14.044322] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:14.171799] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:14.301212] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:14.431480] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:14.572560] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:14.705192] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:14.705351] [INFO ] [CONFIGURE ] COMP: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:12:14.705395] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.6s/test | Remaining: 1624 tests
[2025-10-13T23:12:14.705450] [INFO ] [CONFIGURE ] COMP: Testing feature 13/29: add_opening_strength
[2025-10-13T23:12:14.705485] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:12:14.841500] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:14.975230] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:15.113149] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:15.250831] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:15.394619] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:15.547285] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:15.699511] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:15.851317] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:12:15.998440] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:16.143790] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:16.143979] [INFO ] [CONFIGURE ] COMP: KEPT add_opening_strength (score: 70.00%)
[2025-10-13T23:12:16.144042] [INFO ] [CONFIGURE ] JOB ETA: 42.0m | Avg: 1.6s/test | Remaining: 1623 tests
[2025-10-13T23:12:16.144082] [INFO ] [CONFIGURE ] COMP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:12:16.144114] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T23:12:16.309347] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:16.470101] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:16.635255] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:16.801455] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:16.971847] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:17.144180] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:17.309151] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:17.522067] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:17.698259] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:17.861542] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:17.861724] [INFO ] [CONFIGURE ] COMP: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:12:17.861781] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.6s/test | Remaining: 1622 tests
[2025-10-13T23:12:17.861818] [INFO ] [CONFIGURE ] COMP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:12:17.861849] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T23:12:17.999711] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:18.140279] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:18.283892] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:18.428494] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:18.568286] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:18.709919] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:18.850012] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:18.994767] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:19.136990] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:19.278526] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:19.278738] [INFO ] [CONFIGURE ] COMP: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:12:19.278806] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.6s/test | Remaining: 1621 tests
[2025-10-13T23:12:19.278844] [INFO ] [CONFIGURE ] COMP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:12:19.278876] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T23:12:19.427048] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:19.584847] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:19.734540] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:19.917319] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:20.088185] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:20.264758] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:20.425477] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:20.589528] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:20.755741] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:20.923629] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:20.923874] [INFO ] [CONFIGURE ] COMP: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:12:20.923945] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.6s/test | Remaining: 1620 tests
[2025-10-13T23:12:20.924005] [INFO ] [CONFIGURE ] COMP: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:12:20.924042] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T23:12:21.084354] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:21.249228] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:21.414742] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:21.587628] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:21.743478] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:21.905261] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:22.071031] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:22.243734] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:22.412153] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:22.575478] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:22.575692] [INFO ] [CONFIGURE ] COMP: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:12:22.575754] [INFO ] [CONFIGURE ] JOB ETA: 41.9m | Avg: 1.6s/test | Remaining: 1619 tests
[2025-10-13T23:12:22.575838] [INFO ] [CONFIGURE ] COMP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:12:22.575891] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T23:12:22.718356] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:22.861020] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:23.000403] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:23.139129] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:23.280573] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:23.426054] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:23.567194] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:23.708321] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:23.852962] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:23.996841] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:23.996990] [INFO ] [CONFIGURE ] COMP: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:12:23.997033] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.6s/test | Remaining: 1618 tests
[2025-10-13T23:12:23.997068] [INFO ] [CONFIGURE ] COMP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:12:23.997099] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T23:12:24.144285] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:24.284865] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:24.426241] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:24.568116] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:24.714785] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:24.858546] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:25.002129] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:25.144819] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:25.291098] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:25.448978] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:25.449227] [INFO ] [CONFIGURE ] COMP: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:12:25.449291] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.6s/test | Remaining: 1617 tests
[2025-10-13T23:12:25.449331] [INFO ] [CONFIGURE ] COMP: Testing feature 20/29: add_price_rejection
[2025-10-13T23:12:25.449364] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T23:12:25.603962] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:25.756661] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:25.909725] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:26.065838] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:26.221371] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:26.376468] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:26.526804] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:26.685020] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:26.837570] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:26.987486] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:26.987662] [INFO ] [CONFIGURE ] COMP: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:12:26.987724] [INFO ] [CONFIGURE ] JOB ETA: 41.8m | Avg: 1.6s/test | Remaining: 1616 tests
[2025-10-13T23:12:26.987762] [INFO ] [CONFIGURE ] COMP: Testing feature 21/29: add_range_position
[2025-10-13T23:12:26.987794] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-13T23:12:27.143883] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:27.300939] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:27.466688] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:27.629454] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:27.794420] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:27.964691] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:28.129199] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:28.291786] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:12:28.455300] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:28.620595] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:28.620745] [INFO ] [CONFIGURE ] COMP: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:12:28.620799] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.6s/test | Remaining: 1615 tests
[2025-10-13T23:12:28.620834] [INFO ] [CONFIGURE ] COMP: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:12:28.620865] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T23:12:28.802781] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:28.988111] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:29.164244] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:29.343528] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:29.520249] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:29.702057] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:29.885241] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:30.065960] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:30.246780] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:12:30.435943] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:30.436127] [INFO ] [CONFIGURE ] COMP: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T23:12:30.436179] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.6s/test | Remaining: 1614 tests
[2025-10-13T23:12:30.436320] [INFO ] [CONFIGURE ] COMP: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:12:30.436373] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T23:12:30.585601] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:30.734845] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:30.884502] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:31.036410] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:31.187107] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:31.334378] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:31.483866] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:31.634006] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:31.785153] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:31.935526] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:31.935750] [INFO ] [CONFIGURE ] COMP: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:12:31.935805] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.6s/test | Remaining: 1613 tests
[2025-10-13T23:12:31.935841] [INFO ] [CONFIGURE ] COMP: Testing feature 24/29: add_rsi
[2025-10-13T23:12:31.935872] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-13T23:12:32.106813] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:32.282086] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:32.455301] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:32.632725] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:32.806873] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:33.006021] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:33.204283] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:33.394317] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:33.567747] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:12:33.739318] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:33.739495] [INFO ] [CONFIGURE ] COMP: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:12:33.739540] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.6s/test | Remaining: 1612 tests
[2025-10-13T23:12:33.739575] [INFO ] [CONFIGURE ] COMP: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:12:33.739606] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:12:33.887078] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:34.030906] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:12:34.175364] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:34.323092] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:34.501802] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:34.680523] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:34.837535] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:35.024276] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:35.209460] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:35.370788] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:35.370976] [INFO ] [CONFIGURE ] COMP: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:12:35.371021] [INFO ] [CONFIGURE ] JOB ETA: 41.7m | Avg: 1.6s/test | Remaining: 1611 tests
[2025-10-13T23:12:35.371058] [INFO ] [CONFIGURE ] COMP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:12:35.371096] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-13T23:12:35.527309] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:35.682054] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:35.834389] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:35.994009] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:36.168821] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:36.350382] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:36.520518] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:36.683858] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:36.842035] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:37.004986] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:37.005172] [INFO ] [CONFIGURE ] COMP: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:12:37.005215] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.6s/test | Remaining: 1610 tests
[2025-10-13T23:12:37.005250] [INFO ] [CONFIGURE ] COMP: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:12:37.005282] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-13T23:12:37.172453] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:37.339293] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:37.514917] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:37.676094] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:37.837353] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:37.994589] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:38.155249] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:38.319932] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:38.478445] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:38.665346] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:38.665537] [INFO ] [CONFIGURE ] COMP: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:12:38.665618] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.6s/test | Remaining: 1609 tests
[2025-10-13T23:12:38.665688] [INFO ] [CONFIGURE ] COMP: Testing feature 28/29: add_volume_profile
[2025-10-13T23:12:38.665739] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-13T23:12:38.843254] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:39.021470] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:39.198355] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:39.373112] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:39.532971] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:39.680344] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:39.825923] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:39.982692] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:12:40.131923] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:40.279463] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:40.279673] [INFO ] [CONFIGURE ] COMP: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:12:40.279736] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.6s/test | Remaining: 1608 tests
[2025-10-13T23:12:40.279772] [INFO ] [CONFIGURE ] COMP: Testing feature 29/29: add_vwap
[2025-10-13T23:12:40.279804] [INFO ] [CONFIGURE ] COMP: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_vwap']
[2025-10-13T23:12:40.431802] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:12:40.628714] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:40.807318] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:41.003081] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:41.229511] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:12:41.439879] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:12:41.658066] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:12:41.825874] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:12:41.978277] [DEBUG] [FORECASTER] COMP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:42.130324] [DEBUG] [FORECASTER] COMP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:12:42.130516] [INFO ] [CONFIGURE ] COMP: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:12:42.130563] [INFO ] [CONFIGURE ] JOB ETA: 41.6m | Avg: 1.6s/test | Remaining: 1607 tests
[2025-10-13T23:12:42.130598] [INFO ] [CONFIGURE ] COMP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:12:42.130629] [INFO ] [CONFIGURE ] COMP: Best accuracy: 70.00%
[2025-10-13T23:12:42.130705] [INFO ] [CONFIGURE ] COMP: Best feature set (3 features): ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:12:42.130749] [INFO ] [CONFIGURE ] COMP: Improvement over baseline: 20.00%
[2025-10-13T23:12:42.130779] [INFO ] [CONFIGURE ] COMP: Total time: 45.1 seconds
[2025-10-13T23:12:42.130807] [INFO ] [CONFIGURE ] COMP: Average time per feature: 1.6 seconds
[2025-10-13T23:12:42.130835] [INFO ] [CONFIGURE ] COMP: Average speed: 0.64 features/sec
[2025-10-13T23:12:42.131720] [INFO ] [LOCAL     ] Saved configuration for COMP: 3 features, 70.00% accuracy -> ./output/feature-sets/COMP.json
[2025-10-13T23:12:42.131802] [INFO ] [CONFIGURE ] COMP: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T23:12:42.131869] [INFO ] [sig       ] [36/91] Successfully configured COMP | 0.02 sym/s | Total: 27.4m | ETA: 41.9m
[2025-10-13T23:12:42.131924] [INFO ] [sig       ] [37/91] Configuring COTY...
[2025-10-13T23:12:42.131956] [INFO ] [CONFIGURE ] COTY: Configurate test run.
[2025-10-13T23:12:42.132012] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COTY' from 'https://tdm.silogroup.org/data/derivative_storage/COTY.csv'.
[2025-10-13T23:12:42.144980] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COTY'.
[2025-10-13T23:12:42.145348] [INFO ] [CONFIGURE ] COTY: Testing with 29 available features
[2025-10-13T23:12:42.145407] [INFO ] [CONFIGURE ] COTY: Establishing baseline with no features...
[2025-10-13T23:12:42.243406] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:42.342849] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:42.442577] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:42.540941] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:12:42.640434] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:42.739950] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:42.841735] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:42.941770] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:43.043027] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:43.148047] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:43.148209] [INFO ] [CONFIGURE ] COTY: Baseline score (no features): 70.00%
[2025-10-13T23:12:43.148279] [INFO ] [CONFIGURE ] COTY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:12:43.148323] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:12:43.259343] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:43.374418] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:43.484160] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:43.595936] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:43.711941] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:43.824573] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:43.938928] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:44.051762] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:44.169856] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:44.312541] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:44.312787] [INFO ] [CONFIGURE ] COTY: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-13T23:12:44.312844] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.6s/test | Remaining: 1606 tests
[2025-10-13T23:12:44.312880] [INFO ] [CONFIGURE ] COTY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:12:44.312910] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:12:44.446622] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:44.584603] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:44.729083] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:44.864377] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:44.995071] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:45.124780] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:45.254754] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:45.384893] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:45.520267] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:45.651483] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:45.651618] [INFO ] [CONFIGURE ] COTY: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T23:12:45.651711] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.6s/test | Remaining: 1605 tests
[2025-10-13T23:12:45.651769] [INFO ] [CONFIGURE ] COTY: Testing feature 3/29: add_daily_returns
[2025-10-13T23:12:45.651803] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:12:45.766085] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:45.879187] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:45.997326] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:46.113276] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:46.229194] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:46.349390] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:12:46.467172] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:46.598245] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:46.738700] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:46.872187] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:46.872351] [INFO ] [CONFIGURE ] COTY: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:12:46.872396] [INFO ] [CONFIGURE ] JOB ETA: 41.5m | Avg: 1.6s/test | Remaining: 1604 tests
[2025-10-13T23:12:46.872430] [INFO ] [CONFIGURE ] COTY: Testing feature 4/29: add_ema
[2025-10-13T23:12:46.872461] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:12:47.025860] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:47.180412] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:47.352212] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:47.491551] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:47.632881] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:47.791866] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:47.930710] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:48.068583] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:48.208231] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:48.349176] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:48.349370] [INFO ] [CONFIGURE ] COTY: DISCARDED add_ema (score: 80.00%)
[2025-10-13T23:12:48.349417] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.6s/test | Remaining: 1603 tests
[2025-10-13T23:12:48.349452] [INFO ] [CONFIGURE ] COTY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:12:48.349484] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:12:48.499135] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:48.643092] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:48.788802] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:48.931819] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:12:49.085419] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:49.231613] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:12:49.381967] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:12:49.545195] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:49.715991] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:12:49.875202] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:49.875377] [INFO ] [CONFIGURE ] COTY: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:12:49.875442] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.6s/test | Remaining: 1602 tests
[2025-10-13T23:12:49.875479] [INFO ] [CONFIGURE ] COTY: Testing feature 6/29: add_failed_moves
[2025-10-13T23:12:49.875510] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:12:50.005091] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:50.153334] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:50.287788] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:50.420597] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:50.557230] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:50.686240] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:50.815319] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:50.945771] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:51.076438] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:51.211822] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:51.212001] [INFO ] [CONFIGURE ] COTY: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:12:51.212045] [INFO ] [CONFIGURE ] JOB ETA: 41.4m | Avg: 1.6s/test | Remaining: 1601 tests
[2025-10-13T23:12:51.212080] [INFO ] [CONFIGURE ] COTY: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:12:51.212110] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:12:51.333602] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:51.455048] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:51.577259] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:51.701071] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:12:51.825178] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:51.952625] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:52.080991] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:12:52.209113] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:52.343185] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:52.482317] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:52.482500] [INFO ] [CONFIGURE ] COTY: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:12:52.482545] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.6s/test | Remaining: 1600 tests
[2025-10-13T23:12:52.482582] [INFO ] [CONFIGURE ] COTY: Testing feature 8/29: add_macd
[2025-10-13T23:12:52.482614] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:12:52.646724] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:52.807053] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:52.971786] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:12:53.129459] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:12:53.288739] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:53.451179] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:53.641117] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:53.827433] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:54.032028] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:12:54.204286] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:54.204527] [INFO ] [CONFIGURE ] COTY: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:12:54.204581] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.6s/test | Remaining: 1599 tests
[2025-10-13T23:12:54.204617] [INFO ] [CONFIGURE ] COTY: Testing feature 9/29: add_mfi
[2025-10-13T23:12:54.204674] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:12:54.342326] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:54.479243] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:54.619925] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:54.758860] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:54.897430] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:55.035629] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:12:55.176966] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:55.318978] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:55.539666] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:55.688313] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:55.688524] [INFO ] [CONFIGURE ] COTY: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:12:55.688571] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.6s/test | Remaining: 1598 tests
[2025-10-13T23:12:55.688609] [INFO ] [CONFIGURE ] COTY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:12:55.688863] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:12:55.849792] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:56.012964] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:56.175847] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:56.334176] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:56.492232] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:56.654555] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:56.816179] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:12:56.983943] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:57.149317] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:57.310451] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:57.310796] [INFO ] [CONFIGURE ] COTY: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:12:57.310859] [INFO ] [CONFIGURE ] JOB ETA: 41.3m | Avg: 1.6s/test | Remaining: 1597 tests
[2025-10-13T23:12:57.310904] [INFO ] [CONFIGURE ] COTY: Testing feature 11/29: add_obv_daily
[2025-10-13T23:12:57.310941] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:12:57.454974] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:57.604405] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:57.742828] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:57.877063] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:12:58.013126] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:58.151437] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:12:58.288096] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:12:58.435577] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:12:58.584511] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:12:58.735679] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:12:58.735923] [INFO ] [CONFIGURE ] COTY: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:12:58.735973] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.6s/test | Remaining: 1596 tests
[2025-10-13T23:12:58.736012] [INFO ] [CONFIGURE ] COTY: Testing feature 12/29: add_obv_interval
[2025-10-13T23:12:58.736045] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:12:58.876352] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:12:59.018526] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:12:59.171100] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:12:59.322752] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:12:59.522380] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:12:59.652616] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:12:59.787351] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:12:59.919236] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:00.051176] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:00.215354] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:00.215539] [INFO ] [CONFIGURE ] COTY: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:13:00.215585] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.6s/test | Remaining: 1595 tests
[2025-10-13T23:13:00.215620] [INFO ] [CONFIGURE ] COTY: Testing feature 13/29: add_opening_strength
[2025-10-13T23:13:00.215680] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:13:00.360070] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:00.502416] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:00.645340] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:00.792073] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:00.934662] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:01.081195] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:01.217984] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:01.361323] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:01.521384] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:01.682797] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:01.682989] [INFO ] [CONFIGURE ] COTY: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:13:01.683048] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.6s/test | Remaining: 1594 tests
[2025-10-13T23:13:01.683113] [INFO ] [CONFIGURE ] COTY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:13:01.683148] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:13:01.839628] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:01.993022] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:02.148557] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:02.305081] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:02.481149] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:02.634741] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:02.785339] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:02.930191] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:03.070917] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:03.215115] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:03.215270] [INFO ] [CONFIGURE ] COTY: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:13:03.215314] [INFO ] [CONFIGURE ] JOB ETA: 41.2m | Avg: 1.6s/test | Remaining: 1593 tests
[2025-10-13T23:13:03.215348] [INFO ] [CONFIGURE ] COTY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:13:03.215379] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:13:03.344727] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:03.482693] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:03.614521] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:03.750503] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:03.887784] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:04.030447] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:04.172622] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:04.305581] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:04.456091] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:04.597507] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:04.597821] [INFO ] [CONFIGURE ] COTY: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:13:04.597874] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.6s/test | Remaining: 1592 tests
[2025-10-13T23:13:04.597913] [INFO ] [CONFIGURE ] COTY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:13:04.598232] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:13:04.746699] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:04.891507] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:05.042307] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:05.186332] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:05.336455] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:05.489315] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:05.636112] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:05.786315] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:05.938007] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:06.091628] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:06.091884] [INFO ] [CONFIGURE ] COTY: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:13:06.091937] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.6s/test | Remaining: 1591 tests
[2025-10-13T23:13:06.091976] [INFO ] [CONFIGURE ] COTY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:13:06.092011] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:13:06.239536] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:06.399785] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:06.562327] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:06.711401] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:06.864924] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:07.017417] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:07.174411] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:07.324403] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:07.500198] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:07.667682] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:07.667968] [INFO ] [CONFIGURE ] COTY: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:13:07.668035] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.6s/test | Remaining: 1590 tests
[2025-10-13T23:13:07.668075] [INFO ] [CONFIGURE ] COTY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:13:07.668110] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:13:07.801106] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:07.928220] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:08.061765] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:08.193614] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:08.319067] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:08.448395] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:08.593023] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:13:08.753860] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:08.911805] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:09.052850] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:09.053079] [INFO ] [CONFIGURE ] COTY: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:13:09.053126] [INFO ] [CONFIGURE ] JOB ETA: 41.1m | Avg: 1.6s/test | Remaining: 1589 tests
[2025-10-13T23:13:09.053164] [INFO ] [CONFIGURE ] COTY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:13:09.053198] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:13:09.190683] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:09.331030] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:09.457528] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:09.585442] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:09.722479] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:09.872805] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:10.006920] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:10.144900] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:10.285533] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:10.428705] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:10.429050] [INFO ] [CONFIGURE ] COTY: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:13:10.429122] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.5s/test | Remaining: 1588 tests
[2025-10-13T23:13:10.429166] [INFO ] [CONFIGURE ] COTY: Testing feature 20/29: add_price_rejection
[2025-10-13T23:13:10.429206] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:13:10.585348] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:10.733710] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:10.882699] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:11.031747] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:11.181320] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:11.338939] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:11.480875] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:11.624837] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:11.767195] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:11.911412] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:11.911710] [INFO ] [CONFIGURE ] COTY: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:13:11.911798] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.5s/test | Remaining: 1587 tests
[2025-10-13T23:13:11.911860] [INFO ] [CONFIGURE ] COTY: Testing feature 21/29: add_range_position
[2025-10-13T23:13:11.911897] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:13:12.054334] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:12.194275] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:12.339786] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:12.489417] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:13:12.628955] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:12.769302] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:12.908670] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:13.066987] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:13.223660] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:13.376562] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:13.376823] [INFO ] [CONFIGURE ] COTY: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:13:13.376880] [INFO ] [CONFIGURE ] JOB ETA: 41.0m | Avg: 1.5s/test | Remaining: 1586 tests
[2025-10-13T23:13:13.376920] [INFO ] [CONFIGURE ] COTY: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:13:13.376954] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:13:13.548556] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:13.711554] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:13.880682] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:14.052578] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:13:14.227107] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:14.405374] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:14.574638] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:13:14.732798] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:14.891146] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:15.063799] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:15.064034] [INFO ] [CONFIGURE ] COTY: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:13:15.064082] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.5s/test | Remaining: 1585 tests
[2025-10-13T23:13:15.064120] [INFO ] [CONFIGURE ] COTY: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:13:15.064152] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:13:15.194805] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:15.318435] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:15.443527] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:15.569589] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:15.694362] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:15.823157] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:15.950811] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:16.079585] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:16.209516] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:16.343474] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:16.343728] [INFO ] [CONFIGURE ] COTY: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:13:16.343792] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.5s/test | Remaining: 1584 tests
[2025-10-13T23:13:16.343829] [INFO ] [CONFIGURE ] COTY: Testing feature 24/29: add_rsi
[2025-10-13T23:13:16.343862] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:13:16.492152] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:16.639391] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:16.791580] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:16.939853] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:17.097063] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:17.244965] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:17.394585] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:17.550633] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:17.704559] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:17.857090] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:17.857257] [INFO ] [CONFIGURE ] COTY: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:13:17.857301] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.5s/test | Remaining: 1583 tests
[2025-10-13T23:13:17.857336] [INFO ] [CONFIGURE ] COTY: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:13:17.857367] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:13:17.981504] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:18.109137] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:18.233596] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:18.363467] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:18.490048] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:18.616936] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:13:18.744953] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:18.877684] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:19.007032] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:19.138335] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:19.138510] [INFO ] [CONFIGURE ] COTY: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:13:19.138558] [INFO ] [CONFIGURE ] JOB ETA: 40.9m | Avg: 1.5s/test | Remaining: 1582 tests
[2025-10-13T23:13:19.138596] [INFO ] [CONFIGURE ] COTY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:13:19.138629] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:13:19.268868] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:19.396659] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:19.524408] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:19.653119] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:19.783200] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:19.911090] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:20.044733] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:20.208052] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:20.340813] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:20.471219] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:20.471382] [INFO ] [CONFIGURE ] COTY: KEPT add_volume_momentum_confirmation (score: 90.00%)
[2025-10-13T23:13:20.471425] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.5s/test | Remaining: 1581 tests
[2025-10-13T23:13:20.471458] [INFO ] [CONFIGURE ] COTY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:13:20.471489] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation', 'add_volume_price_divergence']
[2025-10-13T23:13:20.614234] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:20.759454] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:20.903354] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:21.046086] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:21.191571] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:21.343216] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:21.498053] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:21.652571] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:21.826449] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:21.988397] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:21.988668] [INFO ] [CONFIGURE ] COTY: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:13:21.988734] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.5s/test | Remaining: 1580 tests
[2025-10-13T23:13:21.988811] [INFO ] [CONFIGURE ] COTY: Testing feature 28/29: add_volume_profile
[2025-10-13T23:13:21.988865] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation', 'add_volume_profile']
[2025-10-13T23:13:22.123805] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:22.260240] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:22.405682] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:22.557363] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:22.699962] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:22.846227] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:22.993667] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:23.139551] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:23.284338] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:23.428178] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:23.428402] [INFO ] [CONFIGURE ] COTY: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:13:23.428454] [INFO ] [CONFIGURE ] JOB ETA: 40.8m | Avg: 1.5s/test | Remaining: 1579 tests
[2025-10-13T23:13:23.428489] [INFO ] [CONFIGURE ] COTY: Testing feature 29/29: add_vwap
[2025-10-13T23:13:23.428521] [INFO ] [CONFIGURE ] COTY: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation', 'add_vwap']
[2025-10-13T23:13:23.595186] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:23.753254] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:23.895489] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:24.043531] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:13:24.194263] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:13:24.344847] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:13:24.505181] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:24.652610] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:13:24.803809] [DEBUG] [FORECASTER] COTY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:13:24.970665] [DEBUG] [FORECASTER] COTY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:24.970852] [INFO ] [CONFIGURE ] COTY: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:13:24.970899] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.5s/test | Remaining: 1578 tests
[2025-10-13T23:13:24.970933] [INFO ] [CONFIGURE ] COTY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:13:24.970964] [INFO ] [CONFIGURE ] COTY: Best accuracy: 90.00%
[2025-10-13T23:13:24.970994] [INFO ] [CONFIGURE ] COTY: Best feature set (2 features): ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:13:24.971025] [INFO ] [CONFIGURE ] COTY: Improvement over baseline: 20.00%
[2025-10-13T23:13:24.971052] [INFO ] [CONFIGURE ] COTY: Total time: 41.8 seconds
[2025-10-13T23:13:24.971079] [INFO ] [CONFIGURE ] COTY: Average time per feature: 1.4 seconds
[2025-10-13T23:13:24.971178] [INFO ] [CONFIGURE ] COTY: Average speed: 0.69 features/sec
[2025-10-13T23:13:24.971781] [INFO ] [LOCAL     ] Saved configuration for COTY: 2 features, 90.00% accuracy -> ./output/feature-sets/COTY.json
[2025-10-13T23:13:24.971855] [INFO ] [CONFIGURE ] COTY: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T23:13:24.971946] [INFO ] [sig       ] [37/91] Successfully configured COTY | 0.02 sym/s | Total: 28.1m | ETA: 41.0m
[2025-10-13T23:13:24.972015] [INFO ] [sig       ] [38/91] Configuring CPS...
[2025-10-13T23:13:24.972070] [INFO ] [CONFIGURE ] CPS: Configurate test run.
[2025-10-13T23:13:24.972132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPS' from 'https://tdm.silogroup.org/data/derivative_storage/CPS.csv'.
[2025-10-13T23:13:24.984434] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPS'.
[2025-10-13T23:13:24.984741] [INFO ] [CONFIGURE ] CPS: Testing with 29 available features
[2025-10-13T23:13:24.984797] [INFO ] [CONFIGURE ] CPS: Establishing baseline with no features...
[2025-10-13T23:13:25.091334] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:25.200501] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:25.309855] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:25.417293] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:25.526012] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:25.628936] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:25.731731] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:25.837448] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:13:25.947998] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:13:26.059696] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:26.059817] [INFO ] [CONFIGURE ] CPS: Baseline score (no features): 50.00%
[2025-10-13T23:13:26.059861] [INFO ] [CONFIGURE ] CPS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:13:26.059893] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:13:26.179520] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:26.300913] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:26.426545] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:26.556949] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:26.714337] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:26.836177] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:26.959586] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:27.095254] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:27.219465] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:13:27.347133] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:27.347302] [INFO ] [CONFIGURE ] CPS: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:13:27.347345] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.5s/test | Remaining: 1577 tests
[2025-10-13T23:13:27.347378] [INFO ] [CONFIGURE ] CPS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:13:27.347408] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:13:27.472523] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:27.605447] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:27.742964] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:27.871577] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:27.999915] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:28.127746] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:28.255566] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:28.387350] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:28.516854] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:28.646552] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:28.646733] [INFO ] [CONFIGURE ] CPS: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T23:13:28.646788] [INFO ] [CONFIGURE ] JOB ETA: 40.7m | Avg: 1.5s/test | Remaining: 1576 tests
[2025-10-13T23:13:28.646823] [INFO ] [CONFIGURE ] CPS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:13:28.646852] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:13:28.787153] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:28.919375] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:29.049488] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:29.180591] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:29.311305] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:29.445224] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:29.583454] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:29.726735] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:29.865051] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:30.001008] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:30.001146] [INFO ] [CONFIGURE ] CPS: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:13:30.001191] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.5s/test | Remaining: 1575 tests
[2025-10-13T23:13:30.001226] [INFO ] [CONFIGURE ] CPS: Testing feature 4/29: add_ema
[2025-10-13T23:13:30.001257] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:13:30.146735] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:30.290606] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:30.435212] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:30.583447] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:30.730946] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:30.877265] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:31.028893] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:31.182852] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:31.336870] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:13:31.492667] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:31.492871] [INFO ] [CONFIGURE ] CPS: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:13:31.492942] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.5s/test | Remaining: 1574 tests
[2025-10-13T23:13:31.492978] [INFO ] [CONFIGURE ] CPS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:13:31.493010] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:13:31.644117] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:31.792670] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:31.942933] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:32.095188] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:32.251982] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:32.404638] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:32.557851] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:32.707075] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:32.860026] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:33.017613] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:33.017860] [INFO ] [CONFIGURE ] CPS: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:13:33.017914] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.5s/test | Remaining: 1573 tests
[2025-10-13T23:13:33.017950] [INFO ] [CONFIGURE ] CPS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:13:33.017982] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:13:33.161309] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:33.334344] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:33.503050] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:33.657215] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:33.881840] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:34.034073] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:34.170557] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:34.297219] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:34.430506] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:34.561069] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:34.561263] [INFO ] [CONFIGURE ] CPS: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:13:34.561309] [INFO ] [CONFIGURE ] JOB ETA: 40.6m | Avg: 1.5s/test | Remaining: 1572 tests
[2025-10-13T23:13:34.561343] [INFO ] [CONFIGURE ] CPS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:13:34.561375] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:13:34.690380] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:34.809221] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:34.928537] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:35.050174] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:35.177557] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:35.298189] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:35.419808] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:35.542944] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:35.664340] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:35.821501] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:35.821740] [INFO ] [CONFIGURE ] CPS: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:13:35.821794] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.5s/test | Remaining: 1571 tests
[2025-10-13T23:13:35.821829] [INFO ] [CONFIGURE ] CPS: Testing feature 8/29: add_macd
[2025-10-13T23:13:35.821861] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:13:35.987040] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:36.147571] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:36.309266] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:13:36.473431] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:36.637389] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:36.805241] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:36.982447] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:37.158805] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:37.323836] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:37.492980] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:37.493205] [INFO ] [CONFIGURE ] CPS: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:13:37.493254] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.5s/test | Remaining: 1570 tests
[2025-10-13T23:13:37.493289] [INFO ] [CONFIGURE ] CPS: Testing feature 9/29: add_mfi
[2025-10-13T23:13:37.493320] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:13:37.634834] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:37.774435] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:37.914599] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:38.057042] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:38.198312] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:38.337201] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:38.478623] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:38.632874] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:38.791857] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:38.936573] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:38.936851] [INFO ] [CONFIGURE ] CPS: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:13:38.936905] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.5s/test | Remaining: 1569 tests
[2025-10-13T23:13:38.936944] [INFO ] [CONFIGURE ] CPS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:13:38.936977] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:13:39.091769] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:39.263186] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:39.417267] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:39.570246] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:39.724780] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:39.880250] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:40.037044] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:40.194040] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:40.353696] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:40.515802] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:40.515949] [INFO ] [CONFIGURE ] CPS: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:13:40.515993] [INFO ] [CONFIGURE ] JOB ETA: 40.5m | Avg: 1.5s/test | Remaining: 1568 tests
[2025-10-13T23:13:40.516028] [INFO ] [CONFIGURE ] CPS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:13:40.516058] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:13:40.645140] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:40.773173] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:40.902334] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:41.040775] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:13:41.179111] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:41.321291] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:41.462684] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:41.607492] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:41.752024] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:41.916514] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:41.916714] [INFO ] [CONFIGURE ] CPS: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:13:41.916773] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.5s/test | Remaining: 1567 tests
[2025-10-13T23:13:41.916812] [INFO ] [CONFIGURE ] CPS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:13:41.916845] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:13:42.077068] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:42.226893] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:42.370036] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:42.518407] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:42.654260] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:42.797505] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:42.939083] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:43.079945] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:43.219231] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:43.360516] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:43.360773] [INFO ] [CONFIGURE ] CPS: KEPT add_obv_interval (score: 70.00%)
[2025-10-13T23:13:43.360852] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.5s/test | Remaining: 1566 tests
[2025-10-13T23:13:43.360912] [INFO ] [CONFIGURE ] CPS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:13:43.360950] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:13:43.521283] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:43.693548] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:43.852879] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:44.015795] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:44.178361] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:44.343176] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:44.511795] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:44.675350] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:44.839043] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:45.002072] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:45.002256] [INFO ] [CONFIGURE ] CPS: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:13:45.002319] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.5s/test | Remaining: 1565 tests
[2025-10-13T23:13:45.002368] [INFO ] [CONFIGURE ] CPS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:13:45.002462] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T23:13:45.160428] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:45.316156] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:45.473833] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:45.633322] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:45.793943] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:45.959276] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:46.121984] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:46.279072] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:46.438351] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:46.607185] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:46.607430] [INFO ] [CONFIGURE ] CPS: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:13:46.607494] [INFO ] [CONFIGURE ] JOB ETA: 40.4m | Avg: 1.5s/test | Remaining: 1564 tests
[2025-10-13T23:13:46.607532] [INFO ] [CONFIGURE ] CPS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:13:46.607598] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T23:13:46.746555] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:46.886483] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:47.027261] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:47.176830] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:47.317898] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:47.462015] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:47.602280] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:47.746372] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:47.894957] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:48.038991] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:48.039180] [INFO ] [CONFIGURE ] CPS: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:13:48.039263] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.5s/test | Remaining: 1563 tests
[2025-10-13T23:13:48.039324] [INFO ] [CONFIGURE ] CPS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:13:48.039359] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T23:13:48.183685] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:48.328801] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:48.472904] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:48.623288] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:48.779589] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:48.927753] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:49.076385] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:49.228798] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:49.379070] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:49.536019] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:49.536206] [INFO ] [CONFIGURE ] CPS: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:13:49.536272] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.5s/test | Remaining: 1562 tests
[2025-10-13T23:13:49.536311] [INFO ] [CONFIGURE ] CPS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:13:49.536344] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T23:13:49.692864] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:49.844854] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:50.007918] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:50.170717] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:50.333527] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:50.494915] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:50.661878] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:50.827088] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:51.017979] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:51.179958] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:51.180210] [INFO ] [CONFIGURE ] CPS: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:13:51.180270] [INFO ] [CONFIGURE ] JOB ETA: 40.3m | Avg: 1.5s/test | Remaining: 1561 tests
[2025-10-13T23:13:51.180307] [INFO ] [CONFIGURE ] CPS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:13:51.180337] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T23:13:51.328922] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:51.477814] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:51.621713] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:51.762838] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:51.906573] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:52.051929] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:52.194318] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:52.340074] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:52.489124] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:52.633825] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:52.634026] [INFO ] [CONFIGURE ] CPS: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:13:52.634088] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.5s/test | Remaining: 1560 tests
[2025-10-13T23:13:52.634126] [INFO ] [CONFIGURE ] CPS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:13:52.634158] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T23:13:52.779133] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:52.913736] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:53.049538] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:53.184803] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:53.324279] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:53.461388] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:53.647792] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:53.808614] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:53.947424] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:54.087364] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:54.087608] [INFO ] [CONFIGURE ] CPS: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:13:54.087697] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.5s/test | Remaining: 1559 tests
[2025-10-13T23:13:54.087747] [INFO ] [CONFIGURE ] CPS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:13:54.087780] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T23:13:54.240605] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:13:54.393604] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:54.535683] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:54.676105] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:54.816209] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:54.959984] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:55.106164] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:55.248053] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:55.391774] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:55.535201] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:13:55.535368] [INFO ] [CONFIGURE ] CPS: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:13:55.535411] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.5s/test | Remaining: 1558 tests
[2025-10-13T23:13:55.535446] [INFO ] [CONFIGURE ] CPS: Testing feature 21/29: add_range_position
[2025-10-13T23:13:55.535478] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_range_position']
[2025-10-13T23:13:55.681192] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:55.826131] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:55.976433] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:56.124793] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:56.270174] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:56.416461] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:56.562951] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:56.712758] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:56.862792] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:57.040631] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:57.040893] [INFO ] [CONFIGURE ] CPS: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:13:57.040945] [INFO ] [CONFIGURE ] JOB ETA: 40.2m | Avg: 1.5s/test | Remaining: 1557 tests
[2025-10-13T23:13:57.040982] [INFO ] [CONFIGURE ] CPS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:13:57.041015] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T23:13:57.204031] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:57.365952] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:57.527722] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:57.689951] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:57.853582] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:58.024621] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:58.209676] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:58.394110] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:13:58.578251] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:13:58.764517] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:13:58.764712] [INFO ] [CONFIGURE ] CPS: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:13:58.764821] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.5s/test | Remaining: 1556 tests
[2025-10-13T23:13:58.764876] [INFO ] [CONFIGURE ] CPS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:13:58.764912] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T23:13:58.916782] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:13:59.072537] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:13:59.232022] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:13:59.379803] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:13:59.528089] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:13:59.676324] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:13:59.829781] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:13:59.982963] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:00.137391] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:00.291887] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:00.292074] [INFO ] [CONFIGURE ] CPS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:14:00.292118] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.5s/test | Remaining: 1555 tests
[2025-10-13T23:14:00.292152] [INFO ] [CONFIGURE ] CPS: Testing feature 24/29: add_rsi
[2025-10-13T23:14:00.292184] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T23:14:00.449410] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:14:00.604853] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:00.767024] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:00.924074] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:14:01.085388] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:01.245882] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:01.406877] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:01.573893] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:01.748173] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:01.912850] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:01.913010] [INFO ] [CONFIGURE ] CPS: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:14:01.913054] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.5s/test | Remaining: 1554 tests
[2025-10-13T23:14:01.913087] [INFO ] [CONFIGURE ] CPS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:14:01.913118] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T23:14:02.050553] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:14:02.186268] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:02.324369] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:02.463050] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:14:02.608185] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:02.751041] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:02.893197] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:03.034963] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:03.182398] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:03.325469] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:03.325581] [INFO ] [CONFIGURE ] CPS: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:14:03.325625] [INFO ] [CONFIGURE ] JOB ETA: 40.1m | Avg: 1.5s/test | Remaining: 1553 tests
[2025-10-13T23:14:03.325695] [INFO ] [CONFIGURE ] CPS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:14:03.325741] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T23:14:03.471568] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:03.612594] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:03.744416] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:03.879844] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:14:04.026575] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:04.173675] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:04.319189] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:04.465332] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:04.611728] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:04.762207] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:04.762364] [INFO ] [CONFIGURE ] CPS: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:14:04.762411] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.5s/test | Remaining: 1552 tests
[2025-10-13T23:14:04.762448] [INFO ] [CONFIGURE ] CPS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:14:04.762481] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T23:14:04.910580] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:14:05.059264] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:05.207773] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:05.356763] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:14:05.504305] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:05.652868] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:05.808037] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:05.958073] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:06.139768] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:06.299414] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:06.299600] [INFO ] [CONFIGURE ] CPS: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:14:06.299670] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.5s/test | Remaining: 1551 tests
[2025-10-13T23:14:06.299729] [INFO ] [CONFIGURE ] CPS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:14:06.299789] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_profile']
[2025-10-13T23:14:06.443461] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:06.591739] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:06.726453] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:06.863730] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:06.998525] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:07.133901] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:07.271250] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:07.415435] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:07.553598] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:07.691631] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:07.691796] [INFO ] [CONFIGURE ] CPS: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:14:07.691843] [INFO ] [CONFIGURE ] JOB ETA: 40.0m | Avg: 1.5s/test | Remaining: 1550 tests
[2025-10-13T23:14:07.691876] [INFO ] [CONFIGURE ] CPS: Testing feature 29/29: add_vwap
[2025-10-13T23:14:07.691907] [INFO ] [CONFIGURE ] CPS: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_vwap']
[2025-10-13T23:14:07.838826] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:14:07.983374] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:14:08.123662] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:14:08.269307] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:14:08.411044] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:08.551575] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:14:08.696102] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:08.844365] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:14:08.995083] [DEBUG] [FORECASTER] CPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:09.141091] [DEBUG] [FORECASTER] CPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:09.141216] [INFO ] [CONFIGURE ] CPS: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:14:09.141261] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.5s/test | Remaining: 1549 tests
[2025-10-13T23:14:09.141295] [INFO ] [CONFIGURE ] CPS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:14:09.141325] [INFO ] [CONFIGURE ] CPS: Best accuracy: 70.00%
[2025-10-13T23:14:09.141354] [INFO ] [CONFIGURE ] CPS: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:14:09.141383] [INFO ] [CONFIGURE ] CPS: Improvement over baseline: 20.00%
[2025-10-13T23:14:09.141410] [INFO ] [CONFIGURE ] CPS: Total time: 43.1 seconds
[2025-10-13T23:14:09.141437] [INFO ] [CONFIGURE ] CPS: Average time per feature: 1.5 seconds
[2025-10-13T23:14:09.141466] [INFO ] [CONFIGURE ] CPS: Average speed: 0.67 features/sec
[2025-10-13T23:14:09.142088] [INFO ] [LOCAL     ] Saved configuration for CPS: 2 features, 70.00% accuracy -> ./output/feature-sets/CPS.json
[2025-10-13T23:14:09.142145] [INFO ] [CONFIGURE ] CPS: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T23:14:09.142217] [INFO ] [sig       ] [38/91] Successfully configured CPS | 0.02 sym/s | Total: 28.9m | ETA: 40.2m
[2025-10-13T23:14:09.142283] [INFO ] [sig       ] [39/91] Configuring CSR...
[2025-10-13T23:14:09.142317] [INFO ] [CONFIGURE ] CSR: Configurate test run.
[2025-10-13T23:14:09.142375] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSR' from 'https://tdm.silogroup.org/data/derivative_storage/CSR.csv'.
[2025-10-13T23:14:09.154196] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSR'.
[2025-10-13T23:14:09.154557] [INFO ] [CONFIGURE ] CSR: Testing with 29 available features
[2025-10-13T23:14:09.154615] [INFO ] [CONFIGURE ] CSR: Establishing baseline with no features...
[2025-10-13T23:14:09.256124] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:09.355826] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:09.455736] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:09.561112] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:09.663699] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:09.767621] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:09.872249] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:09.976273] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:10.080183] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:10.186172] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:10.186320] [INFO ] [CONFIGURE ] CSR: Baseline score (no features): 50.00%
[2025-10-13T23:14:10.186366] [INFO ] [CONFIGURE ] CSR: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:14:10.186404] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:14:10.303365] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:10.419339] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:10.534764] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:10.650633] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:10.768720] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:10.890609] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:11.009828] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:11.129701] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:11.253866] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:11.376505] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:11.376714] [INFO ] [CONFIGURE ] CSR: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T23:14:11.376772] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.5s/test | Remaining: 1548 tests
[2025-10-13T23:14:11.376809] [INFO ] [CONFIGURE ] CSR: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:14:11.376841] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:14:11.508714] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:11.641672] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:11.769586] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:11.902163] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:12.041297] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:12.178501] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:12.313375] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:12.444018] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:12.603415] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:12.746063] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:12.746215] [INFO ] [CONFIGURE ] CSR: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:14:12.746259] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.5s/test | Remaining: 1547 tests
[2025-10-13T23:14:12.746296] [INFO ] [CONFIGURE ] CSR: Testing feature 3/29: add_daily_returns
[2025-10-13T23:14:12.746326] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:14:12.869397] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:13.001809] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:13.120291] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:13.240929] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:13.367942] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:13.490253] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:13.612950] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:13.735921] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:13.858450] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:13.982678] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:13.982865] [INFO ] [CONFIGURE ] CSR: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:14:13.982913] [INFO ] [CONFIGURE ] JOB ETA: 39.9m | Avg: 1.5s/test | Remaining: 1546 tests
[2025-10-13T23:14:13.982949] [INFO ] [CONFIGURE ] CSR: Testing feature 4/29: add_ema
[2025-10-13T23:14:13.982981] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:14:14.120883] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:14.255847] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:14.396187] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:14.533424] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:14.667292] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:14.801634] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:14.936033] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:15.071368] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:15.210306] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:15.349262] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:15.349428] [INFO ] [CONFIGURE ] CSR: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:14:15.349476] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.5s/test | Remaining: 1545 tests
[2025-10-13T23:14:15.349587] [INFO ] [CONFIGURE ] CSR: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:14:15.349659] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:14:15.492767] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:15.639805] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:15.781081] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:15.929858] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:16.081383] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:16.233865] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:16.388191] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:14:16.539690] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:16.693385] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:16.849799] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:16.849974] [INFO ] [CONFIGURE ] CSR: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:14:16.850021] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.5s/test | Remaining: 1544 tests
[2025-10-13T23:14:16.850056] [INFO ] [CONFIGURE ] CSR: Testing feature 6/29: add_failed_moves
[2025-10-13T23:14:16.850089] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:14:16.974520] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:17.101472] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:17.230874] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:17.357314] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:17.484050] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:17.614178] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:17.748384] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:17.881519] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:18.011456] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:18.147526] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:18.147751] [INFO ] [CONFIGURE ] CSR: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:14:18.147805] [INFO ] [CONFIGURE ] JOB ETA: 39.8m | Avg: 1.5s/test | Remaining: 1543 tests
[2025-10-13T23:14:18.147841] [INFO ] [CONFIGURE ] CSR: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:14:18.147881] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:14:18.266019] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:18.388783] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:18.507900] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:18.659998] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:18.782426] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:18.905395] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:19.026253] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:19.149154] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:19.272101] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:19.396064] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:19.396244] [INFO ] [CONFIGURE ] CSR: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T23:14:19.396289] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.5s/test | Remaining: 1542 tests
[2025-10-13T23:14:19.396324] [INFO ] [CONFIGURE ] CSR: Testing feature 8/29: add_macd
[2025-10-13T23:14:19.396355] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:14:19.575378] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:19.733003] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:19.893134] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:20.053635] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:20.224169] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:20.389355] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:20.557263] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:20.724936] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:20.895842] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:21.062287] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:21.062507] [INFO ] [CONFIGURE ] CSR: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:14:21.062570] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.5s/test | Remaining: 1541 tests
[2025-10-13T23:14:21.062608] [INFO ] [CONFIGURE ] CSR: Testing feature 9/29: add_mfi
[2025-10-13T23:14:21.062659] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:14:21.197391] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:21.333604] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:21.470156] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:21.607941] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:21.742711] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:21.880704] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:22.018884] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:22.160053] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:22.297481] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:22.436531] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:22.436716] [INFO ] [CONFIGURE ] CSR: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:14:22.436775] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.5s/test | Remaining: 1540 tests
[2025-10-13T23:14:22.436812] [INFO ] [CONFIGURE ] CSR: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:14:22.436844] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:14:22.588856] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:22.741152] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:22.897805] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:23.056759] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:23.222252] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:23.385993] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:23.552325] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:23.711229] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:23.866738] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:24.025634] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:24.025812] [INFO ] [CONFIGURE ] CSR: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:14:24.025857] [INFO ] [CONFIGURE ] JOB ETA: 39.7m | Avg: 1.5s/test | Remaining: 1539 tests
[2025-10-13T23:14:24.025892] [INFO ] [CONFIGURE ] CSR: Testing feature 11/29: add_obv_daily
[2025-10-13T23:14:24.025925] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:14:24.153611] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:24.282178] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:24.409274] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:24.537402] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:24.694884] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:24.824348] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:24.962549] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:25.094349] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:25.225770] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:25.359278] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:25.359431] [INFO ] [CONFIGURE ] CSR: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-13T23:14:25.359475] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.5s/test | Remaining: 1538 tests
[2025-10-13T23:14:25.359509] [INFO ] [CONFIGURE ] CSR: Testing feature 12/29: add_obv_interval
[2025-10-13T23:14:25.359594] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:14:25.486281] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:25.619284] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:25.769446] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:25.938582] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:26.104910] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:26.296561] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:26.484436] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:14:26.647387] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:26.799233] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:26.948416] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:26.948665] [INFO ] [CONFIGURE ] CSR: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T23:14:26.948732] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.5s/test | Remaining: 1537 tests
[2025-10-13T23:14:26.948772] [INFO ] [CONFIGURE ] CSR: Testing feature 13/29: add_opening_strength
[2025-10-13T23:14:26.948809] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:14:27.104396] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:27.256483] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:27.395115] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:27.525245] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:27.656012] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:27.789664] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:27.922986] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:28.054960] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:28.195052] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:28.332237] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:28.332470] [INFO ] [CONFIGURE ] CSR: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:14:28.332535] [INFO ] [CONFIGURE ] JOB ETA: 39.6m | Avg: 1.5s/test | Remaining: 1536 tests
[2025-10-13T23:14:28.332573] [INFO ] [CONFIGURE ] CSR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:14:28.332605] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:14:28.466374] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:28.599444] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:28.734416] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:28.872113] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:29.011978] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:29.173487] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:29.327570] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:29.470036] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:29.621175] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:29.780505] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:29.780737] [INFO ] [CONFIGURE ] CSR: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:14:29.780795] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.5s/test | Remaining: 1535 tests
[2025-10-13T23:14:29.780833] [INFO ] [CONFIGURE ] CSR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:14:29.780866] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:14:29.898905] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:30.017923] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:30.142461] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:30.261048] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:30.383926] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:30.502203] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:30.623322] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:30.784369] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:30.921197] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:31.061966] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:31.062143] [INFO ] [CONFIGURE ] CSR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:14:31.062190] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.5s/test | Remaining: 1534 tests
[2025-10-13T23:14:31.062227] [INFO ] [CONFIGURE ] CSR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:14:31.062259] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:14:31.211620] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:31.361299] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:31.500150] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:31.634472] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:31.763238] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:31.896462] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:32.040805] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:32.171165] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:32.301340] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:32.432303] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:32.432495] [INFO ] [CONFIGURE ] CSR: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:14:32.432569] [INFO ] [CONFIGURE ] JOB ETA: 39.5m | Avg: 1.5s/test | Remaining: 1533 tests
[2025-10-13T23:14:32.432628] [INFO ] [CONFIGURE ] CSR: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:14:32.432702] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:14:32.561636] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:32.690019] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:32.825059] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:32.959297] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:33.090964] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:33.225722] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:33.358896] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:33.495873] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:33.634124] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:33.802011] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:33.802188] [INFO ] [CONFIGURE ] CSR: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:14:33.802237] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.5s/test | Remaining: 1532 tests
[2025-10-13T23:14:33.802295] [INFO ] [CONFIGURE ] CSR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:14:33.802330] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:14:33.923785] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:34.039211] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:34.159836] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:34.290286] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:34.414994] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:34.535998] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:34.655131] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:34.775903] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:34.898795] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:35.020889] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:35.021058] [INFO ] [CONFIGURE ] CSR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:14:35.021102] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.5s/test | Remaining: 1531 tests
[2025-10-13T23:14:35.021136] [INFO ] [CONFIGURE ] CSR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:14:35.021167] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:14:35.140804] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:35.260362] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:35.393974] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:35.517103] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:35.645362] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:35.770174] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:35.896011] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:36.016780] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:36.141443] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:36.264621] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:36.264809] [INFO ] [CONFIGURE ] CSR: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-13T23:14:36.264860] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.5s/test | Remaining: 1530 tests
[2025-10-13T23:14:36.264898] [INFO ] [CONFIGURE ] CSR: Testing feature 20/29: add_price_rejection
[2025-10-13T23:14:36.264932] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:14:36.389317] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:36.520924] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:36.648805] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:36.780674] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:36.912387] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:37.052784] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:37.186521] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:37.314635] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:37.442720] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:37.580111] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:37.580310] [INFO ] [CONFIGURE ] CSR: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:14:37.580357] [INFO ] [CONFIGURE ] JOB ETA: 39.4m | Avg: 1.5s/test | Remaining: 1529 tests
[2025-10-13T23:14:37.580396] [INFO ] [CONFIGURE ] CSR: Testing feature 21/29: add_range_position
[2025-10-13T23:14:37.580430] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:14:37.719561] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:37.851228] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:37.996296] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:38.139996] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:38.286187] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:38.428415] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:38.598540] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:14:38.753870] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:38.900184] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:39.042417] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:39.042619] [INFO ] [CONFIGURE ] CSR: DISCARDED add_range_position (score: 30.00%)
[2025-10-13T23:14:39.042698] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.5s/test | Remaining: 1528 tests
[2025-10-13T23:14:39.042747] [INFO ] [CONFIGURE ] CSR: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:14:39.042780] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:14:39.200363] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:39.351034] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:39.502731] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:39.658088] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:39.812775] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:39.968984] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:40.125472] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:14:40.287126] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:40.450956] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:40.616038] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:40.616221] [INFO ] [CONFIGURE ] CSR: DISCARDED add_realized_volatility (score: 20.00%)
[2025-10-13T23:14:40.616265] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.5s/test | Remaining: 1527 tests
[2025-10-13T23:14:40.616301] [INFO ] [CONFIGURE ] CSR: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:14:40.616332] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:14:40.741248] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:40.867914] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:41.016551] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:41.144341] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:41.270592] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:41.399348] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:41.540517] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:41.669272] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:41.803132] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:41.935437] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:41.935627] [INFO ] [CONFIGURE ] CSR: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:14:41.935711] [INFO ] [CONFIGURE ] JOB ETA: 39.3m | Avg: 1.5s/test | Remaining: 1526 tests
[2025-10-13T23:14:41.935755] [INFO ] [CONFIGURE ] CSR: Testing feature 24/29: add_rsi
[2025-10-13T23:14:41.935789] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:14:42.077859] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:42.219843] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:42.368166] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:42.510443] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:42.655477] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:42.801669] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:42.949832] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:43.094303] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:43.246709] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:43.409966] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:43.410129] [INFO ] [CONFIGURE ] CSR: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:14:43.410176] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.5s/test | Remaining: 1525 tests
[2025-10-13T23:14:43.410211] [INFO ] [CONFIGURE ] CSR: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:14:43.410243] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:14:43.532145] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:43.655017] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:43.777627] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:43.901411] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:44.026613] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:44.152594] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:44.278832] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:44.406275] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:44.535001] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:44.665021] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:44.665237] [INFO ] [CONFIGURE ] CSR: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:14:44.665289] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.5s/test | Remaining: 1524 tests
[2025-10-13T23:14:44.665325] [INFO ] [CONFIGURE ] CSR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:14:44.665358] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:14:44.795495] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:44.918682] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:45.041744] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:45.165567] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:45.291236] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:45.415747] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:45.541106] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:45.667740] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:45.803130] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:45.938752] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:45.938891] [INFO ] [CONFIGURE ] CSR: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:14:45.938935] [INFO ] [CONFIGURE ] JOB ETA: 39.2m | Avg: 1.5s/test | Remaining: 1523 tests
[2025-10-13T23:14:45.938969] [INFO ] [CONFIGURE ] CSR: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:14:45.939001] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:14:46.070387] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:46.203396] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:46.337784] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:46.470522] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:46.605625] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:46.742923] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:46.880714] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:47.019633] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:47.168151] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:47.306716] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:47.306900] [INFO ] [CONFIGURE ] CSR: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:14:47.306948] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.5s/test | Remaining: 1522 tests
[2025-10-13T23:14:47.306982] [INFO ] [CONFIGURE ] CSR: Testing feature 28/29: add_volume_profile
[2025-10-13T23:14:47.307014] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:14:47.431539] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:47.556250] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:47.681431] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:47.816479] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:47.954070] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:48.089430] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:48.228032] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:48.364482] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:48.500974] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:48.640341] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:48.640518] [INFO ] [CONFIGURE ] CSR: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:14:48.640563] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.5s/test | Remaining: 1521 tests
[2025-10-13T23:14:48.640598] [INFO ] [CONFIGURE ] CSR: Testing feature 29/29: add_vwap
[2025-10-13T23:14:48.640630] [INFO ] [CONFIGURE ] CSR: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:14:48.782056] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:14:48.950331] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:49.087117] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:49.223253] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:49.359358] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:49.496939] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:14:49.636839] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:14:49.778216] [DEBUG] [FORECASTER] CSR: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:14:49.917769] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:14:50.056424] [DEBUG] [FORECASTER] CSR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:50.056631] [INFO ] [CONFIGURE ] CSR: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:14:50.056715] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.5s/test | Remaining: 1520 tests
[2025-10-13T23:14:50.056772] [INFO ] [CONFIGURE ] CSR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:14:50.056826] [INFO ] [CONFIGURE ] CSR: Best accuracy: 60.00%
[2025-10-13T23:14:50.056860] [INFO ] [CONFIGURE ] CSR: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:14:50.056889] [INFO ] [CONFIGURE ] CSR: Improvement over baseline: 10.00%
[2025-10-13T23:14:50.056916] [INFO ] [CONFIGURE ] CSR: Total time: 39.9 seconds
[2025-10-13T23:14:50.056943] [INFO ] [CONFIGURE ] CSR: Average time per feature: 1.4 seconds
[2025-10-13T23:14:50.056970] [INFO ] [CONFIGURE ] CSR: Average speed: 0.73 features/sec
[2025-10-13T23:14:50.057529] [INFO ] [LOCAL     ] Saved configuration for CSR: 1 features, 60.00% accuracy -> ./output/feature-sets/CSR.json
[2025-10-13T23:14:50.057612] [INFO ] [CONFIGURE ] CSR: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-13T23:14:50.057717] [INFO ] [sig       ] [39/91] Successfully configured CSR | 0.02 sym/s | Total: 29.5m | ETA: 39.4m
[2025-10-13T23:14:50.057773] [INFO ] [sig       ] [40/91] Configuring CSTM...
[2025-10-13T23:14:50.057805] [INFO ] [CONFIGURE ] CSTM: Configurate test run.
[2025-10-13T23:14:50.057862] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSTM' from 'https://tdm.silogroup.org/data/derivative_storage/CSTM.csv'.
[2025-10-13T23:14:50.072014] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSTM'.
[2025-10-13T23:14:50.072638] [INFO ] [CONFIGURE ] CSTM: Testing with 29 available features
[2025-10-13T23:14:50.072720] [INFO ] [CONFIGURE ] CSTM: Establishing baseline with no features...
[2025-10-13T23:14:50.191568] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:50.307686] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:50.425747] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:50.543889] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:50.666386] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:50.787164] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:50.904176] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:51.020880] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:51.140270] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:51.258823] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:51.259039] [INFO ] [CONFIGURE ] CSTM: Baseline score (no features): 50.00%
[2025-10-13T23:14:51.259091] [INFO ] [CONFIGURE ] CSTM: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:14:51.259127] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:14:51.391453] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:51.513445] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:51.629059] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:51.746989] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:51.878022] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:52.004319] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:52.121725] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:52.243175] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:52.360912] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:52.479165] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:52.479332] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:14:52.479378] [INFO ] [CONFIGURE ] JOB ETA: 39.1m | Avg: 1.5s/test | Remaining: 1519 tests
[2025-10-13T23:14:52.479411] [INFO ] [CONFIGURE ] CSTM: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:14:52.479440] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:14:52.599333] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:52.718365] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:52.850056] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:52.973943] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:53.096967] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:53.220826] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:14:53.344378] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:53.469683] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:53.638131] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:53.769579] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:53.769762] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:14:53.769815] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.5s/test | Remaining: 1518 tests
[2025-10-13T23:14:53.769849] [INFO ] [CONFIGURE ] CSTM: Testing feature 3/29: add_daily_returns
[2025-10-13T23:14:53.769881] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_daily_returns']
[2025-10-13T23:14:53.876731] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:14:53.983183] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:54.091840] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:54.202297] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:54.310729] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:14:54.420429] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:14:54.529828] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:14:54.640921] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:54.751292] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:54.866107] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:54.866522] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:14:54.866580] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.5s/test | Remaining: 1517 tests
[2025-10-13T23:14:54.866618] [INFO ] [CONFIGURE ] CSTM: Testing feature 4/29: add_ema
[2025-10-13T23:14:54.866686] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema']
[2025-10-13T23:14:55.018967] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:55.139503] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:55.259789] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:55.396724] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:55.517922] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:55.640516] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:55.763051] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:55.887694] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:56.012364] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:56.137543] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:56.137762] [INFO ] [CONFIGURE ] CSTM: KEPT add_ema (score: 60.00%)
[2025-10-13T23:14:56.137817] [INFO ] [CONFIGURE ] JOB ETA: 39.0m | Avg: 1.5s/test | Remaining: 1516 tests
[2025-10-13T23:14:56.137853] [INFO ] [CONFIGURE ] CSTM: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:14:56.137886] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:14:56.283401] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:14:56.430449] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:14:56.576240] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:56.727687] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:56.876150] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:57.025978] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:57.176756] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:14:57.327761] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:57.478516] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:57.637048] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:14:57.637208] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:14:57.637252] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1515 tests
[2025-10-13T23:14:57.637286] [INFO ] [CONFIGURE ] CSTM: Testing feature 6/29: add_failed_moves
[2025-10-13T23:14:57.637319] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-13T23:14:57.763956] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:57.892356] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:58.046677] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:58.174327] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:58.303481] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:58.431757] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:58.560884] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:58.692047] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:14:58.821608] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:14:58.953836] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:14:58.954018] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:14:58.954062] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1514 tests
[2025-10-13T23:14:58.954098] [INFO ] [CONFIGURE ] CSTM: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:14:58.954130] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-13T23:14:59.073373] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:14:59.197511] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:14:59.323264] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:14:59.443118] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:14:59.575247] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:14:59.698176] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:14:59.835800] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:14:59.973683] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:00.114264] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:00.247791] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:00.247942] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:15:00.248004] [INFO ] [CONFIGURE ] JOB ETA: 38.9m | Avg: 1.5s/test | Remaining: 1513 tests
[2025-10-13T23:15:00.248039] [INFO ] [CONFIGURE ] CSTM: Testing feature 8/29: add_macd
[2025-10-13T23:15:00.248070] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:15:00.401449] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:00.556159] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:00.712374] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:00.872792] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:01.046502] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:01.203878] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:01.367686] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:01.536451] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:01.700116] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:01.883714] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:01.883906] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:15:01.883954] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1512 tests
[2025-10-13T23:15:01.883991] [INFO ] [CONFIGURE ] CSTM: Testing feature 9/29: add_mfi
[2025-10-13T23:15:01.884023] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_mfi']
[2025-10-13T23:15:02.027076] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:02.163513] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:02.304706] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:02.444071] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:02.586173] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:02.736441] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:02.889171] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:03.035165] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:03.174904] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:03.315069] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:03.315253] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:15:03.315316] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1511 tests
[2025-10-13T23:15:03.315355] [INFO ] [CONFIGURE ] CSTM: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:15:03.315386] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:15:03.487237] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:03.641913] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:03.791037] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:03.944029] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:04.125661] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:04.291220] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:04.448344] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:04.601273] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:04.755702] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:04.912774] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:04.912934] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:15:04.912978] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1510 tests
[2025-10-13T23:15:04.913036] [INFO ] [CONFIGURE ] CSTM: Testing feature 11/29: add_obv_daily
[2025-10-13T23:15:04.913092] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-13T23:15:05.046218] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:05.175091] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:05.316258] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:05.453391] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:05.595095] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:05.737470] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:05.868790] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:05.999057] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:06.131136] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:06.265714] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:06.265888] [INFO ] [CONFIGURE ] CSTM: KEPT add_obv_daily (score: 70.00%)
[2025-10-13T23:15:06.265934] [INFO ] [CONFIGURE ] JOB ETA: 38.8m | Avg: 1.5s/test | Remaining: 1509 tests
[2025-10-13T23:15:06.265968] [INFO ] [CONFIGURE ] CSTM: Testing feature 12/29: add_obv_interval
[2025-10-13T23:15:06.265999] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T23:15:06.409080] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:06.545531] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:06.679401] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:15:06.812795] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:06.947142] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:07.087052] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:07.230184] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:07.368184] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:07.506053] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:07.646063] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:07.646284] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:15:07.646350] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1508 tests
[2025-10-13T23:15:07.646390] [INFO ] [CONFIGURE ] CSTM: Testing feature 13/29: add_opening_strength
[2025-10-13T23:15:07.646424] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:15:07.802290] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:07.949992] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:08.102007] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:08.259022] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:08.417290] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:08.573445] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:08.727405] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:08.883171] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:09.048822] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:09.208311] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:09.208516] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:15:09.208590] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1507 tests
[2025-10-13T23:15:09.208670] [INFO ] [CONFIGURE ] CSTM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:15:09.208726] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:15:09.362857] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:09.523752] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:09.694538] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:09.857359] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:10.015411] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:10.224800] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:15:10.413167] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:10.592568] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:10.768444] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:10.925831] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:10.925979] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:15:10.926022] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1506 tests
[2025-10-13T23:15:10.926105] [INFO ] [CONFIGURE ] CSTM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:15:10.926145] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:15:11.063470] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:11.205122] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:11.341495] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:11.477468] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:11.615572] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:11.755260] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:11.891072] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:12.035121] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:12.184162] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:12.327701] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:12.327908] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:15:12.327954] [INFO ] [CONFIGURE ] JOB ETA: 38.7m | Avg: 1.5s/test | Remaining: 1505 tests
[2025-10-13T23:15:12.327990] [INFO ] [CONFIGURE ] CSTM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:15:12.328022] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:15:12.480341] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:12.627574] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:12.778824] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:12.922006] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:13.069916] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:13.224865] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:13.393148] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:13.562588] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:13.714776] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:13.868378] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:13.868583] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:15:13.868669] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1504 tests
[2025-10-13T23:15:13.868727] [INFO ] [CONFIGURE ] CSTM: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:15:13.868762] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:15:14.016222] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:14.165055] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:14.313810] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:14.466615] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:14.626854] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:14.782440] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:14.939592] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:15.094401] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:15.243725] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:15.398354] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:15.398469] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:15:15.398515] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1503 tests
[2025-10-13T23:15:15.398551] [INFO ] [CONFIGURE ] CSTM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:15:15.398583] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:15:15.530021] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:15.661981] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:15.792462] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:15.923053] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:16.061938] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:16.206210] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:16.345210] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:16.489000] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:16.632029] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:16.774324] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:16.774493] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:15:16.774537] [INFO ] [CONFIGURE ] JOB ETA: 38.6m | Avg: 1.5s/test | Remaining: 1502 tests
[2025-10-13T23:15:16.774573] [INFO ] [CONFIGURE ] CSTM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:15:16.774604] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:15:16.911149] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:17.049568] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:17.185772] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:17.318522] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:17.450959] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:17.594445] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:17.729391] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:17.864035] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:18.000033] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:18.134152] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:18.134364] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:15:18.134413] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1501 tests
[2025-10-13T23:15:18.134449] [INFO ] [CONFIGURE ] CSTM: Testing feature 20/29: add_price_rejection
[2025-10-13T23:15:18.134481] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_price_rejection']
[2025-10-13T23:15:18.273954] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:18.484443] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:18.623566] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:18.762728] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:18.904328] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:19.046667] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:19.193951] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:19.344400] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:19.499542] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:19.648519] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:19.648710] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:15:19.648769] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1500 tests
[2025-10-13T23:15:19.648806] [INFO ] [CONFIGURE ] CSTM: Testing feature 21/29: add_range_position
[2025-10-13T23:15:19.648838] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_range_position']
[2025-10-13T23:15:19.803389] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:19.954006] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:20.106730] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:20.266058] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:20.418716] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:20.570965] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:20.727520] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:20.890067] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:21.046890] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:21.206498] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:21.206683] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:15:21.206744] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1499 tests
[2025-10-13T23:15:21.206782] [INFO ] [CONFIGURE ] CSTM: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:15:21.206815] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:15:21.370549] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:21.534425] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:21.702876] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:21.877108] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:22.045930] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:22.217636] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:22.390074] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:22.559620] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:22.733784] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:22.913972] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:22.914165] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:15:22.914210] [INFO ] [CONFIGURE ] JOB ETA: 38.5m | Avg: 1.5s/test | Remaining: 1498 tests
[2025-10-13T23:15:22.914246] [INFO ] [CONFIGURE ] CSTM: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:15:22.914278] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:15:23.069273] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:23.226207] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:23.376865] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:23.525819] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:23.676558] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:23.832732] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:23.989122] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:24.144528] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:24.300524] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:24.453224] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:24.453395] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:15:24.453438] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1497 tests
[2025-10-13T23:15:24.453475] [INFO ] [CONFIGURE ] CSTM: Testing feature 24/29: add_rsi
[2025-10-13T23:15:24.453506] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_rsi']
[2025-10-13T23:15:24.601477] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:24.753745] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:24.902710] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:15:25.051962] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:25.205114] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:25.359977] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:25.510189] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:25.697145] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:25.862474] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:26.025009] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:26.025215] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:15:26.025261] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1496 tests
[2025-10-13T23:15:26.025300] [INFO ] [CONFIGURE ] CSTM: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:15:26.025333] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:15:26.175563] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:26.337179] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:26.481528] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:26.623225] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:26.768274] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:26.913216] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:27.058801] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:27.209796] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:27.353953] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:27.496154] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:27.496341] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:15:27.496408] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1495 tests
[2025-10-13T23:15:27.496447] [INFO ] [CONFIGURE ] CSTM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:15:27.496479] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:15:27.637770] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:27.777778] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:27.919127] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:28.073959] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:28.223064] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:28.374033] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:28.520778] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:28.701425] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:15:28.851911] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:29.005710] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:29.005875] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-13T23:15:29.005918] [INFO ] [CONFIGURE ] JOB ETA: 38.4m | Avg: 1.5s/test | Remaining: 1494 tests
[2025-10-13T23:15:29.005953] [INFO ] [CONFIGURE ] CSTM: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:15:29.005984] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:15:29.159277] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:29.313974] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:29.470974] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:29.631037] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:29.812183] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:29.970319] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:30.134423] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:30.297056] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:30.468483] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:30.635179] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:30.635372] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:15:30.635418] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1493 tests
[2025-10-13T23:15:30.635453] [INFO ] [CONFIGURE ] CSTM: Testing feature 28/29: add_volume_profile
[2025-10-13T23:15:30.635485] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_volume_profile']
[2025-10-13T23:15:30.783089] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:15:30.929246] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:31.081195] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:31.238068] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:31.399355] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:31.549018] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:31.737335] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:31.890107] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:32.044944] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:32.204191] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:32.204404] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:15:32.204454] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1492 tests
[2025-10-13T23:15:32.204492] [INFO ] [CONFIGURE ] CSTM: Testing feature 29/29: add_vwap
[2025-10-13T23:15:32.204526] [INFO ] [CONFIGURE ] CSTM: Testing with features: ['add_ema', 'add_obv_daily', 'add_vwap']
[2025-10-13T23:15:32.355378] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:15:32.507035] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:15:32.659034] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:15:32.820468] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:32.978412] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:33.141822] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:15:33.304110] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:33.463445] [DEBUG] [FORECASTER] CSTM: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:33.639899] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:33.799842] [DEBUG] [FORECASTER] CSTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:33.800022] [INFO ] [CONFIGURE ] CSTM: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:15:33.800069] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1491 tests
[2025-10-13T23:15:33.800129] [INFO ] [CONFIGURE ] CSTM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:15:33.800185] [INFO ] [CONFIGURE ] CSTM: Best accuracy: 70.00%
[2025-10-13T23:15:33.800219] [INFO ] [CONFIGURE ] CSTM: Best feature set (2 features): ['add_ema', 'add_obv_daily']
[2025-10-13T23:15:33.800248] [INFO ] [CONFIGURE ] CSTM: Improvement over baseline: 20.00%
[2025-10-13T23:15:33.800274] [INFO ] [CONFIGURE ] CSTM: Total time: 42.5 seconds
[2025-10-13T23:15:33.800300] [INFO ] [CONFIGURE ] CSTM: Average time per feature: 1.5 seconds
[2025-10-13T23:15:33.800327] [INFO ] [CONFIGURE ] CSTM: Average speed: 0.68 features/sec
[2025-10-13T23:15:33.801012] [INFO ] [LOCAL     ] Saved configuration for CSTM: 2 features, 70.00% accuracy -> ./output/feature-sets/CSTM.json
[2025-10-13T23:15:33.801068] [INFO ] [CONFIGURE ] CSTM: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T23:15:33.801119] [INFO ] [sig       ] [40/91] Successfully configured CSTM | 0.02 sym/s | Total: 30.3m | ETA: 38.6m
[2025-10-13T23:15:33.801188] [INFO ] [sig       ] [41/91] Configuring CTO...
[2025-10-13T23:15:33.801244] [INFO ] [CONFIGURE ] CTO: Configurate test run.
[2025-10-13T23:15:33.801306] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTO' from 'https://tdm.silogroup.org/data/derivative_storage/CTO.csv'.
[2025-10-13T23:15:33.817913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTO'.
[2025-10-13T23:15:33.818575] [INFO ] [CONFIGURE ] CTO: Testing with 29 available features
[2025-10-13T23:15:33.818634] [INFO ] [CONFIGURE ] CTO: Establishing baseline with no features...
[2025-10-13T23:15:33.938899] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:34.058204] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:34.179537] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:34.295589] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:34.406002] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:34.515410] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:34.645391] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:34.798220] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:34.919721] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:35.045244] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:35.045438] [INFO ] [CONFIGURE ] CTO: Baseline score (no features): 50.00%
[2025-10-13T23:15:35.045492] [INFO ] [CONFIGURE ] CTO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:15:35.045529] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:15:35.197767] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:35.371756] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:35.521707] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:35.669371] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:35.816297] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:35.940070] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:36.064905] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:36.184143] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:36.304190] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:36.437068] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:36.437304] [INFO ] [CONFIGURE ] CTO: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:15:36.437362] [INFO ] [CONFIGURE ] JOB ETA: 38.3m | Avg: 1.5s/test | Remaining: 1490 tests
[2025-10-13T23:15:36.437405] [INFO ] [CONFIGURE ] CTO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:15:36.437448] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:15:36.581141] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:36.717521] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:36.850246] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:36.983706] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:37.117542] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:37.254694] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:37.393061] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:37.531178] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:37.671470] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:37.835283] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:37.835442] [INFO ] [CONFIGURE ] CTO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:15:37.835489] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1489 tests
[2025-10-13T23:15:37.835524] [INFO ] [CONFIGURE ] CTO: Testing feature 3/29: add_daily_returns
[2025-10-13T23:15:37.835555] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:15:37.953953] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:38.070947] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:38.194445] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:38.314915] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:38.439066] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:38.562464] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:38.686610] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:38.809240] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:38.937392] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:39.080610] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:39.080844] [INFO ] [CONFIGURE ] CTO: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:15:39.080910] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1488 tests
[2025-10-13T23:15:39.080951] [INFO ] [CONFIGURE ] CTO: Testing feature 4/29: add_ema
[2025-10-13T23:15:39.080985] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:15:39.239312] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:39.391029] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:39.523049] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:39.657140] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:39.800104] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:39.960897] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:40.098689] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:40.233519] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:40.375874] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:40.512115] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:40.512322] [INFO ] [CONFIGURE ] CTO: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:15:40.512385] [INFO ] [CONFIGURE ] JOB ETA: 38.2m | Avg: 1.5s/test | Remaining: 1487 tests
[2025-10-13T23:15:40.512422] [INFO ] [CONFIGURE ] CTO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:15:40.512455] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:15:40.661160] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:40.813138] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:40.961424] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:15:41.148096] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:41.290614] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:41.440873] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:41.586907] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:41.734369] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:41.886094] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:42.036617] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:42.036846] [INFO ] [CONFIGURE ] CTO: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:15:42.036912] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1486 tests
[2025-10-13T23:15:42.036954] [INFO ] [CONFIGURE ] CTO: Testing feature 6/29: add_failed_moves
[2025-10-13T23:15:42.036990] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:15:42.161142] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:42.290804] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:42.421111] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:42.556307] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:42.689725] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:42.829883] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:42.972047] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:43.102076] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:43.241514] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:43.390317] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:43.390511] [INFO ] [CONFIGURE ] CTO: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:15:43.390560] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1485 tests
[2025-10-13T23:15:43.390608] [INFO ] [CONFIGURE ] CTO: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:15:43.390681] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:15:43.510562] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:43.686575] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:43.807291] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:15:43.923974] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:44.038260] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:44.150258] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:44.262783] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:44.378195] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:44.497105] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:44.615844] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:44.616032] [INFO ] [CONFIGURE ] CTO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:15:44.616112] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1484 tests
[2025-10-13T23:15:44.616164] [INFO ] [CONFIGURE ] CTO: Testing feature 8/29: add_macd
[2025-10-13T23:15:44.616247] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:15:44.772347] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:44.939024] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:45.094421] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:45.252671] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:15:45.409140] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:45.567144] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:45.726890] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:45.884542] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:46.040108] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:46.198298] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:46.198482] [INFO ] [CONFIGURE ] CTO: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:15:46.198529] [INFO ] [CONFIGURE ] JOB ETA: 38.1m | Avg: 1.5s/test | Remaining: 1483 tests
[2025-10-13T23:15:46.198563] [INFO ] [CONFIGURE ] CTO: Testing feature 9/29: add_mfi
[2025-10-13T23:15:46.198596] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:15:46.327365] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:46.463562] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:46.598526] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:46.731540] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:46.864187] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:46.996228] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:47.126869] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:47.268120] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:47.417503] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:47.556733] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:47.556930] [INFO ] [CONFIGURE ] CTO: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:15:47.556997] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1482 tests
[2025-10-13T23:15:47.557059] [INFO ] [CONFIGURE ] CTO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:15:47.557097] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:15:47.709736] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:47.861439] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:48.024101] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:48.180850] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:48.336152] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:48.494694] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:48.653275] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:48.823206] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:48.988716] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:49.143757] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:49.143943] [INFO ] [CONFIGURE ] CTO: KEPT add_momentum_acceleration (score: 80.00%)
[2025-10-13T23:15:49.143990] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1481 tests
[2025-10-13T23:15:49.144024] [INFO ] [CONFIGURE ] CTO: Testing feature 11/29: add_obv_daily
[2025-10-13T23:15:49.144055] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:15:49.301607] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:49.461451] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:49.629608] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:49.791485] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:49.991171] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:50.158223] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:50.330442] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:50.496400] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:50.672590] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:50.837182] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:50.837357] [INFO ] [CONFIGURE ] CTO: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T23:15:50.837401] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1480 tests
[2025-10-13T23:15:50.837458] [INFO ] [CONFIGURE ] CTO: Testing feature 12/29: add_obv_interval
[2025-10-13T23:15:50.837516] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:15:50.995420] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:51.157413] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:51.316463] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:51.474429] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:51.632100] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:51.792843] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:51.953581] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:52.110111] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:15:52.266812] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:52.424149] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:52.424318] [INFO ] [CONFIGURE ] CTO: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:15:52.424363] [INFO ] [CONFIGURE ] JOB ETA: 38.0m | Avg: 1.5s/test | Remaining: 1479 tests
[2025-10-13T23:15:52.424467] [INFO ] [CONFIGURE ] CTO: Testing feature 13/29: add_opening_strength
[2025-10-13T23:15:52.424508] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:15:52.593388] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:52.757300] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:52.923043] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:15:53.090700] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:53.257429] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:53.441908] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:53.615936] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:53.789537] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:53.963593] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:54.138584] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:54.138864] [INFO ] [CONFIGURE ] CTO: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:15:54.138940] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1478 tests
[2025-10-13T23:15:54.138979] [INFO ] [CONFIGURE ] CTO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:15:54.139010] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:15:54.305812] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:54.480931] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:54.648534] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:54.816095] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:54.988984] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:55.166915] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:55.343233] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:55.515232] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:55.684561] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:55.853728] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:55.853902] [INFO ] [CONFIGURE ] CTO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:15:55.853947] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1477 tests
[2025-10-13T23:15:55.853983] [INFO ] [CONFIGURE ] CTO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:15:55.854015] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-13T23:15:56.036345] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:56.190418] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:56.348057] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:15:56.506373] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:56.662631] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:15:56.822973] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:56.980846] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:15:57.143533] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:57.302195] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:57.463441] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:15:57.463694] [INFO ] [CONFIGURE ] CTO: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:15:57.463758] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1476 tests
[2025-10-13T23:15:57.463797] [INFO ] [CONFIGURE ] CTO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:15:57.463830] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:15:57.629818] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:15:57.815794] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:58.003518] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:15:58.195269] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:15:58.388627] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:15:58.585970] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:15:58.783463] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:15:58.980998] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:15:59.177472] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:15:59.367793] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:15:59.367981] [INFO ] [CONFIGURE ] CTO: KEPT add_pbf_return_2d (score: 90.00%)
[2025-10-13T23:15:59.368027] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1475 tests
[2025-10-13T23:15:59.368064] [INFO ] [CONFIGURE ] CTO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:15:59.368098] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_pbf_volatility_5d']
[2025-10-13T23:15:59.559789] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:15:59.751041] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:15:59.948473] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:00.144147] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:00.348917] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:00.552096] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:00.748989] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:00.948309] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:01.141821] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:01.342615] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:01.342866] [INFO ] [CONFIGURE ] CTO: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:16:01.342935] [INFO ] [CONFIGURE ] JOB ETA: 37.9m | Avg: 1.5s/test | Remaining: 1474 tests
[2025-10-13T23:16:01.342987] [INFO ] [CONFIGURE ] CTO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:16:01.343032] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_pbf_vs_sma_5']
[2025-10-13T23:16:01.535829] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:01.721771] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:01.912934] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:02.114532] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:02.288117] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:02.482530] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:02.661532] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:02.838803] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:03.007192] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:03.181186] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:03.181423] [INFO ] [CONFIGURE ] CTO: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T23:16:03.181477] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1473 tests
[2025-10-13T23:16:03.181516] [INFO ] [CONFIGURE ] CTO: Testing feature 20/29: add_price_rejection
[2025-10-13T23:16:03.181550] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_price_rejection']
[2025-10-13T23:16:03.362522] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:03.557511] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:03.744167] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:03.925511] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:04.101120] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:04.281438] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:04.468094] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:04.654907] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:04.851514] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:05.045863] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:05.046035] [INFO ] [CONFIGURE ] CTO: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:16:05.046083] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1472 tests
[2025-10-13T23:16:05.046119] [INFO ] [CONFIGURE ] CTO: Testing feature 21/29: add_range_position
[2025-10-13T23:16:05.046152] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_range_position']
[2025-10-13T23:16:05.233863] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:05.426879] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:05.628733] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:05.814997] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:16:05.998194] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:06.178951] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:06.361748] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:06.546393] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:16:06.733029] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:06.916912] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:06.917100] [INFO ] [CONFIGURE ] CTO: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:16:06.917147] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1471 tests
[2025-10-13T23:16:06.917183] [INFO ] [CONFIGURE ] CTO: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:16:06.917214] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_realized_volatility']
[2025-10-13T23:16:07.114409] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:16:07.309186] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:07.504247] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:07.700637] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:07.898455] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:08.098203] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:08.295325] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:08.496036] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:08.699818] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:08.904032] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:08.904263] [INFO ] [CONFIGURE ] CTO: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:16:08.904314] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1470 tests
[2025-10-13T23:16:08.904350] [INFO ] [CONFIGURE ] CTO: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:16:08.904382] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_recent_range_context']
[2025-10-13T23:16:09.077898] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:16:09.249069] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:09.422632] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:09.597668] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:09.773124] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:09.947852] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:10.129545] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:10.311553] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:10.487960] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:10.665982] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:10.666207] [INFO ] [CONFIGURE ] CTO: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:16:10.666253] [INFO ] [CONFIGURE ] JOB ETA: 37.8m | Avg: 1.5s/test | Remaining: 1469 tests
[2025-10-13T23:16:10.666289] [INFO ] [CONFIGURE ] CTO: Testing feature 24/29: add_rsi
[2025-10-13T23:16:10.666322] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_ema', 'add_rsi']
[2025-10-13T23:16:10.858396] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:16:11.045735] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:11.239242] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:11.431659] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:11.625361] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:11.819002] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:12.011959] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:12.208541] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:12.409528] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:12.601719] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:12.601876] [INFO ] [CONFIGURE ] CTO: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:16:12.601920] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1468 tests
[2025-10-13T23:16:12.601955] [INFO ] [CONFIGURE ] CTO: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:16:12.601987] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_tick_distribution']
[2025-10-13T23:16:12.767443] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:12.937428] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:13.102682] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:13.267163] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:13.433490] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:16:13.604047] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:13.779428] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:13.948938] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:14.117602] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:14.292911] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:14.293113] [INFO ] [CONFIGURE ] CTO: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:16:14.293175] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1467 tests
[2025-10-13T23:16:14.293214] [INFO ] [CONFIGURE ] CTO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:16:14.293246] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_volume_momentum_confirmation']
[2025-10-13T23:16:14.471505] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:14.646560] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:14.816303] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:14.985528] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:15.161022] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:16:15.339517] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:15.518468] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:15.701619] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:15.889965] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:16.074312] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:16.074490] [INFO ] [CONFIGURE ] CTO: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:16:16.074535] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1466 tests
[2025-10-13T23:16:16.074572] [INFO ] [CONFIGURE ] CTO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:16:16.074605] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_volume_price_divergence']
[2025-10-13T23:16:16.266766] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:16.459899] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:16.653591] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:16.854667] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:17.048578] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:17.240491] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:17.447996] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:17.638996] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:17.841198] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:18.043236] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:18.043505] [INFO ] [CONFIGURE ] CTO: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:16:18.043619] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1465 tests
[2025-10-13T23:16:18.043703] [INFO ] [CONFIGURE ] CTO: Testing feature 28/29: add_volume_profile
[2025-10-13T23:16:18.043752] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_volume_profile']
[2025-10-13T23:16:18.219244] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:16:18.387075] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:18.558502] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:18.736402] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:18.913519] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:19.091379] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:19.276400] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:16:19.463942] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:19.641815] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:19.818862] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:19.819054] [INFO ] [CONFIGURE ] CTO: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:16:19.819122] [INFO ] [CONFIGURE ] JOB ETA: 37.7m | Avg: 1.5s/test | Remaining: 1464 tests
[2025-10-13T23:16:19.819182] [INFO ] [CONFIGURE ] CTO: Testing feature 29/29: add_vwap
[2025-10-13T23:16:19.819239] [INFO ] [CONFIGURE ] CTO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d', 'add_vwap']
[2025-10-13T23:16:19.995216] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:16:20.178059] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:20.353953] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:20.539560] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:20.726094] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:16:20.917574] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:21.107203] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:21.295858] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:21.491892] [DEBUG] [FORECASTER] CTO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:21.681856] [DEBUG] [FORECASTER] CTO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:21.682087] [INFO ] [CONFIGURE ] CTO: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:16:21.682161] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1463 tests
[2025-10-13T23:16:21.682223] [INFO ] [CONFIGURE ] CTO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:16:21.682257] [INFO ] [CONFIGURE ] CTO: Best accuracy: 90.00%
[2025-10-13T23:16:21.682289] [INFO ] [CONFIGURE ] CTO: Best feature set (4 features): ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:16:21.682319] [INFO ] [CONFIGURE ] CTO: Improvement over baseline: 40.00%
[2025-10-13T23:16:21.682346] [INFO ] [CONFIGURE ] CTO: Total time: 46.6 seconds
[2025-10-13T23:16:21.682373] [INFO ] [CONFIGURE ] CTO: Average time per feature: 1.7 seconds
[2025-10-13T23:16:21.682399] [INFO ] [CONFIGURE ] CTO: Average speed: 0.62 features/sec
[2025-10-13T23:16:21.683148] [INFO ] [LOCAL     ] Saved configuration for CTO: 4 features, 90.00% accuracy -> ./output/feature-sets/CTO.json
[2025-10-13T23:16:21.683204] [INFO ] [CONFIGURE ] CTO: Configuration saved successfully: 4 features, 90.00% accuracy.
[2025-10-13T23:16:21.683265] [INFO ] [sig       ] [41/91] Successfully configured CTO | 0.02 sym/s | Total: 31.1m | ETA: 37.9m
[2025-10-13T23:16:21.683336] [INFO ] [sig       ] [42/91] Configuring CTOS...
[2025-10-13T23:16:21.683391] [INFO ] [CONFIGURE ] CTOS: Configurate test run.
[2025-10-13T23:16:21.683453] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTOS' from 'https://tdm.silogroup.org/data/derivative_storage/CTOS.csv'.
[2025-10-13T23:16:21.696383] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTOS'.
[2025-10-13T23:16:21.696820] [INFO ] [CONFIGURE ] CTOS: Testing with 29 available features
[2025-10-13T23:16:21.696877] [INFO ] [CONFIGURE ] CTOS: Establishing baseline with no features...
[2025-10-13T23:16:21.821919] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:21.934400] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:22.040960] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:22.151376] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:22.258752] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:22.366330] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:22.476840] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:22.586557] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:22.702660] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:22.822952] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:22.823150] [INFO ] [CONFIGURE ] CTOS: Baseline score (no features): 60.00%
[2025-10-13T23:16:22.823198] [INFO ] [CONFIGURE ] CTOS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:16:22.823232] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:16:22.942585] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:23.061164] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:23.183263] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:23.302239] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:23.477520] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:23.609056] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:23.742397] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:23.874192] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:24.003013] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:24.132523] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:24.132821] [INFO ] [CONFIGURE ] CTOS: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-13T23:16:24.132886] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1462 tests
[2025-10-13T23:16:24.132926] [INFO ] [CONFIGURE ] CTOS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:16:24.132959] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:16:24.278677] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:24.418867] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:24.552350] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:24.692874] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:16:24.836849] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:24.978219] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:25.119802] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:25.261479] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:16:25.404803] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:25.546295] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:25.546524] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:16:25.546580] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1461 tests
[2025-10-13T23:16:25.546616] [INFO ] [CONFIGURE ] CTOS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:16:25.546672] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:16:25.671512] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:25.797142] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:25.923348] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:26.045532] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:26.170311] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:26.292932] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:26.423610] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:26.551362] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:26.676259] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:26.802493] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:26.802760] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:16:26.802819] [INFO ] [CONFIGURE ] JOB ETA: 37.6m | Avg: 1.5s/test | Remaining: 1460 tests
[2025-10-13T23:16:26.802857] [INFO ] [CONFIGURE ] CTOS: Testing feature 4/29: add_ema
[2025-10-13T23:16:26.802890] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:16:26.942394] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:27.079168] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:27.227227] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:27.376855] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:27.541783] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:27.739075] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:27.929192] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:28.129454] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:28.291319] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:28.448126] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:28.448356] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:16:28.448410] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1459 tests
[2025-10-13T23:16:28.448448] [INFO ] [CONFIGURE ] CTOS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:16:28.448482] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:16:28.593224] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:28.735579] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:28.881560] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:29.026755] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:29.174356] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:29.319692] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:29.470513] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:29.628601] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:29.779952] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:29.931566] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:29.931763] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:16:29.931836] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1458 tests
[2025-10-13T23:16:29.931873] [INFO ] [CONFIGURE ] CTOS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:16:29.931904] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:16:30.054078] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:30.178341] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:30.301347] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:30.432231] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:30.560937] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:30.694843] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:30.823252] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:30.957393] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:31.095568] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:31.232286] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:31.232448] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:16:31.232492] [INFO ] [CONFIGURE ] JOB ETA: 37.5m | Avg: 1.5s/test | Remaining: 1457 tests
[2025-10-13T23:16:31.232526] [INFO ] [CONFIGURE ] CTOS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:16:31.232556] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:16:31.353678] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:31.475125] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:31.595167] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:31.716375] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:31.840407] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:31.963737] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:32.092886] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:32.222197] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:32.347320] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:32.476054] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:32.476228] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:16:32.476272] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1456 tests
[2025-10-13T23:16:32.476307] [INFO ] [CONFIGURE ] CTOS: Testing feature 8/29: add_macd
[2025-10-13T23:16:32.476341] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:16:32.635403] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:32.792823] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:32.949517] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:33.110356] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:16:33.276195] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:33.442078] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:33.615146] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:33.782104] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:33.950261] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:34.117450] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:34.117691] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:16:34.117759] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1455 tests
[2025-10-13T23:16:34.117804] [INFO ] [CONFIGURE ] CTOS: Testing feature 9/29: add_mfi
[2025-10-13T23:16:34.117837] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:16:34.254404] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:34.391854] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:34.525731] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:34.659672] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:34.794226] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:34.929424] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:35.063599] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:35.201251] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:35.339987] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:35.482485] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:35.482702] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:16:35.482784] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1454 tests
[2025-10-13T23:16:35.482848] [INFO ] [CONFIGURE ] CTOS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:16:35.482887] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:16:35.638023] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:35.793242] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:35.948298] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:36.097623] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:36.246838] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:36.396197] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:36.545570] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:36.698763] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:36.852824] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:37.010398] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:37.010536] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-13T23:16:37.010579] [INFO ] [CONFIGURE ] JOB ETA: 37.4m | Avg: 1.5s/test | Remaining: 1453 tests
[2025-10-13T23:16:37.010612] [INFO ] [CONFIGURE ] CTOS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:16:37.010671] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:16:37.135289] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:37.259560] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:37.383721] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:37.509088] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:16:37.637333] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:37.762429] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:16:37.890726] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:38.019729] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:38.154101] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:38.285024] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:38.285208] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:16:38.285254] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1452 tests
[2025-10-13T23:16:38.285290] [INFO ] [CONFIGURE ] CTOS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:16:38.285321] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:16:38.415341] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:38.561978] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:38.688222] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:38.805824] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:38.928791] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:39.049984] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:39.175607] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:39.300107] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:39.426359] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:39.551881] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:39.552037] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:16:39.552081] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1451 tests
[2025-10-13T23:16:39.552115] [INFO ] [CONFIGURE ] CTOS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:16:39.552146] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:16:39.678118] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:39.806449] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:39.934340] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:40.062494] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:40.196054] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:40.326459] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:40.456084] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:40.586955] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:40.719548] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:40.863632] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:40.863833] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-13T23:16:40.863882] [INFO ] [CONFIGURE ] JOB ETA: 37.3m | Avg: 1.5s/test | Remaining: 1450 tests
[2025-10-13T23:16:40.863917] [INFO ] [CONFIGURE ] CTOS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:16:40.863949] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:16:41.003810] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:41.130400] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:41.256063] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:41.382591] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:41.511152] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:41.667083] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:41.794295] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:41.922038] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:42.050714] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:42.179187] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:42.179358] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:16:42.179403] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1449 tests
[2025-10-13T23:16:42.179437] [INFO ] [CONFIGURE ] CTOS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:16:42.179468] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:16:42.291153] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:42.403777] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:42.511813] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:42.620350] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:42.728792] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:42.837424] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:42.945578] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:43.054254] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:43.164153] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:43.274884] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:16:43.275021] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:16:43.275066] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1448 tests
[2025-10-13T23:16:43.275100] [INFO ] [CONFIGURE ] CTOS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:16:43.275132] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:16:43.391047] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:43.506071] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:43.620863] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:43.740268] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:43.870671] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:43.998145] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:44.122203] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:44.247394] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:44.373775] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:44.498584] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:44.498759] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:16:44.498812] [INFO ] [CONFIGURE ] JOB ETA: 37.2m | Avg: 1.5s/test | Remaining: 1447 tests
[2025-10-13T23:16:44.498847] [INFO ] [CONFIGURE ] CTOS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:16:44.498878] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:16:44.624528] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:44.749176] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:44.874979] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:45.002840] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:45.148573] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:45.287225] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:45.424836] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:45.562558] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:45.697639] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:16:45.834549] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:45.834764] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:16:45.834818] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1446 tests
[2025-10-13T23:16:45.834854] [INFO ] [CONFIGURE ] CTOS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:16:45.834885] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:16:45.948936] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:46.064098] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:46.178254] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:46.296395] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:46.420598] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:46.550270] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:46.674049] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:46.799349] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:46.922532] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:47.044775] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:47.044953] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:16:47.044999] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1445 tests
[2025-10-13T23:16:47.045033] [INFO ] [CONFIGURE ] CTOS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:16:47.045066] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:16:47.163766] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:47.284295] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:47.407269] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:47.527579] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:47.649287] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:47.775565] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:47.892570] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:48.013030] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:48.133176] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:48.249837] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:48.249993] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:16:48.250037] [INFO ] [CONFIGURE ] JOB ETA: 37.1m | Avg: 1.5s/test | Remaining: 1444 tests
[2025-10-13T23:16:48.250076] [INFO ] [CONFIGURE ] CTOS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:16:48.250111] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:16:48.378421] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:48.505081] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:48.629079] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:48.753386] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:48.881381] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:49.019406] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:49.149730] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:49.275039] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:49.400135] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:49.528249] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:49.528414] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:16:49.528461] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.5s/test | Remaining: 1443 tests
[2025-10-13T23:16:49.528498] [INFO ] [CONFIGURE ] CTOS: Testing feature 21/29: add_range_position
[2025-10-13T23:16:49.528532] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:16:49.660575] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:49.795211] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:49.937161] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:50.072596] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:50.208185] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:50.343391] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:50.478669] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:50.614277] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:50.757237] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:50.896092] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:50.896248] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:16:50.896292] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.5s/test | Remaining: 1442 tests
[2025-10-13T23:16:50.896327] [INFO ] [CONFIGURE ] CTOS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:16:50.896358] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:16:51.104917] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:51.254089] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:51.407987] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:51.559453] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:51.709270] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:51.859969] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:52.012341] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:52.168385] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:52.321897] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:52.474848] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:52.475039] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:16:52.475102] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.5s/test | Remaining: 1441 tests
[2025-10-13T23:16:52.475140] [INFO ] [CONFIGURE ] CTOS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:16:52.475172] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:16:52.595099] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:52.714932] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:52.838292] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:52.963886] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:53.085427] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:53.206399] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:53.328487] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:53.451144] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:53.575190] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:53.704896] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:53.705066] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:16:53.705167] [INFO ] [CONFIGURE ] JOB ETA: 37.0m | Avg: 1.5s/test | Remaining: 1440 tests
[2025-10-13T23:16:53.705225] [INFO ] [CONFIGURE ] CTOS: Testing feature 24/29: add_rsi
[2025-10-13T23:16:53.705261] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:16:53.854271] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:53.999593] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:54.146567] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:54.290925] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:54.439549] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:54.586714] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:54.731301] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:54.877678] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:55.026927] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:55.168850] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:55.169036] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:16:55.169081] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.5s/test | Remaining: 1439 tests
[2025-10-13T23:16:55.169116] [INFO ] [CONFIGURE ] CTOS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:16:55.169146] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:16:55.363395] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:55.482004] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:55.602376] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:55.722584] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:55.843245] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:55.964181] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:56.090048] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:56.212403] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:56.335836] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:56.459151] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:56.459335] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:16:56.459448] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.5s/test | Remaining: 1438 tests
[2025-10-13T23:16:56.459493] [INFO ] [CONFIGURE ] CTOS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:16:56.459525] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:16:56.581583] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:56.703934] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:56.831782] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:56.954467] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:57.079270] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:57.203335] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:57.328380] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:57.455369] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:57.587992] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:57.715913] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:57.716057] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:16:57.716123] [INFO ] [CONFIGURE ] JOB ETA: 36.9m | Avg: 1.5s/test | Remaining: 1437 tests
[2025-10-13T23:16:57.716182] [INFO ] [CONFIGURE ] CTOS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:16:57.716218] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:16:57.847805] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:57.977294] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:16:58.108199] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:16:58.239038] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:58.373448] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:16:58.504997] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:58.637405] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:16:58.770098] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:16:58.903950] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:16:59.044510] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:16:59.044713] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:16:59.044796] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.5s/test | Remaining: 1436 tests
[2025-10-13T23:16:59.044854] [INFO ] [CONFIGURE ] CTOS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:16:59.044889] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:16:59.169710] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:16:59.293361] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:16:59.415869] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:16:59.541273] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:16:59.667106] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:16:59.820238] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:16:59.944494] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:17:00.068712] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:00.199012] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:00.330947] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:00.331067] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:17:00.331111] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.5s/test | Remaining: 1435 tests
[2025-10-13T23:17:00.331145] [INFO ] [CONFIGURE ] CTOS: Testing feature 29/29: add_vwap
[2025-10-13T23:17:00.331176] [INFO ] [CONFIGURE ] CTOS: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:17:00.459524] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:17:00.588219] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:00.717180] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:00.847357] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:17:00.972447] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:01.095781] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:17:01.221665] [DEBUG] [FORECASTER] CTOS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:17:01.349825] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:01.476570] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:01.616668] [DEBUG] [FORECASTER] CTOS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:01.616899] [INFO ] [CONFIGURE ] CTOS: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:17:01.616948] [INFO ] [CONFIGURE ] JOB ETA: 36.8m | Avg: 1.5s/test | Remaining: 1434 tests
[2025-10-13T23:17:01.616983] [INFO ] [CONFIGURE ] CTOS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:17:01.617013] [INFO ] [CONFIGURE ] CTOS: Best accuracy: 80.00%
[2025-10-13T23:17:01.617044] [INFO ] [CONFIGURE ] CTOS: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:17:01.617071] [INFO ] [CONFIGURE ] CTOS: Improvement over baseline: 20.00%
[2025-10-13T23:17:01.617097] [INFO ] [CONFIGURE ] CTOS: Total time: 38.8 seconds
[2025-10-13T23:17:01.617123] [INFO ] [CONFIGURE ] CTOS: Average time per feature: 1.3 seconds
[2025-10-13T23:17:01.617150] [INFO ] [CONFIGURE ] CTOS: Average speed: 0.75 features/sec
[2025-10-13T23:17:01.617869] [INFO ] [LOCAL     ] Saved configuration for CTOS: 1 features, 80.00% accuracy -> ./output/feature-sets/CTOS.json
[2025-10-13T23:17:01.617922] [INFO ] [CONFIGURE ] CTOS: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:17:01.617982] [INFO ] [sig       ] [42/91] Successfully configured CTOS | 0.02 sym/s | Total: 31.7m | ETA: 37.0m
[2025-10-13T23:17:01.618040] [INFO ] [sig       ] [43/91] Configuring CTRA...
[2025-10-13T23:17:01.618139] [INFO ] [CONFIGURE ] CTRA: Configurate test run.
[2025-10-13T23:17:01.618210] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRA' from 'https://tdm.silogroup.org/data/derivative_storage/CTRA.csv'.
[2025-10-13T23:17:01.633274] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRA'.
[2025-10-13T23:17:01.633683] [INFO ] [CONFIGURE ] CTRA: Testing with 29 available features
[2025-10-13T23:17:01.633742] [INFO ] [CONFIGURE ] CTRA: Establishing baseline with no features...
[2025-10-13T23:17:01.738990] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:01.841607] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:01.939619] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.061049] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.193979] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:02.312947] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:02.436461] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.552800] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.666193] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.778768] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:02.778935] [INFO ] [CONFIGURE ] CTRA: Baseline score (no features): 60.00%
[2025-10-13T23:17:02.778983] [INFO ] [CONFIGURE ] CTRA: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:17:02.779018] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:17:02.922497] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:03.039281] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:03.156521] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:03.272933] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:03.387859] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:03.503501] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:03.619356] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:03.745384] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:03.869323] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:03.990917] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:03.991084] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:17:03.991146] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.5s/test | Remaining: 1433 tests
[2025-10-13T23:17:03.991183] [INFO ] [CONFIGURE ] CTRA: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:17:03.991213] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:17:04.109095] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:04.232192] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:04.356817] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:17:04.485260] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:04.608988] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:04.732125] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:04.853019] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:04.975763] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:05.099056] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:05.226298] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:05.226497] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:17:05.226558] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.5s/test | Remaining: 1432 tests
[2025-10-13T23:17:05.226595] [INFO ] [CONFIGURE ] CTRA: Testing feature 3/29: add_daily_returns
[2025-10-13T23:17:05.226627] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_daily_returns']
[2025-10-13T23:17:05.335022] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:05.443789] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:05.552539] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:05.662292] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:05.770252] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:05.886879] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:05.997412] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:06.108336] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:06.220773] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:06.335082] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:06.335251] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:17:06.335295] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.5s/test | Remaining: 1431 tests
[2025-10-13T23:17:06.335329] [INFO ] [CONFIGURE ] CTRA: Testing feature 4/29: add_ema
[2025-10-13T23:17:06.335361] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_ema']
[2025-10-13T23:17:06.457541] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:06.579249] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:06.701167] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:06.823056] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:06.944659] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:07.070353] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:07.198162] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:07.327510] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:07.457478] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:07.587966] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:07.588161] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:17:07.588208] [INFO ] [CONFIGURE ] JOB ETA: 36.7m | Avg: 1.5s/test | Remaining: 1430 tests
[2025-10-13T23:17:07.588245] [INFO ] [CONFIGURE ] CTRA: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:17:07.588276] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:17:07.721833] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:07.854766] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:07.989456] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:08.124074] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:08.255178] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:08.389172] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:08.528899] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:08.665812] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:08.802359] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:08.941947] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:08.942155] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:17:08.942202] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.5s/test | Remaining: 1429 tests
[2025-10-13T23:17:08.942238] [INFO ] [CONFIGURE ] CTRA: Testing feature 6/29: add_failed_moves
[2025-10-13T23:17:08.942269] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_failed_moves']
[2025-10-13T23:17:09.061166] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:09.176367] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:09.291573] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:09.406731] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:09.523310] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:09.642735] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:09.760455] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:09.877400] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:09.995245] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:10.124557] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:10.124752] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:17:10.124808] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.5s/test | Remaining: 1428 tests
[2025-10-13T23:17:10.124845] [INFO ] [CONFIGURE ] CTRA: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:17:10.124876] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_lag_shelf']
[2025-10-13T23:17:10.241562] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:10.350775] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:10.453714] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:10.557113] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:10.659946] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:10.764086] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:10.869224] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:10.973539] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:11.078415] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:11.187287] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:11.187518] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:17:11.187607] [INFO ] [CONFIGURE ] JOB ETA: 36.6m | Avg: 1.5s/test | Remaining: 1427 tests
[2025-10-13T23:17:11.187691] [INFO ] [CONFIGURE ] CTRA: Testing feature 8/29: add_macd
[2025-10-13T23:17:11.187742] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:17:11.331896] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:11.474112] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:11.618939] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:11.787317] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:11.960292] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:12.104977] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:12.249209] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:12.394419] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:12.538123] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:12.686673] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:12.686891] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:17:12.686944] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.5s/test | Remaining: 1426 tests
[2025-10-13T23:17:12.686981] [INFO ] [CONFIGURE ] CTRA: Testing feature 9/29: add_mfi
[2025-10-13T23:17:12.687013] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_mfi']
[2025-10-13T23:17:12.805147] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:12.921755] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:13.038552] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:13.155982] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:13.273936] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:13.392980] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:13.511862] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:13.631237] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:13.749484] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:13.869518] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:13.869705] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:17:13.869765] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.5s/test | Remaining: 1425 tests
[2025-10-13T23:17:13.869802] [INFO ] [CONFIGURE ] CTRA: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:17:13.869834] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:17:14.001572] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:14.151278] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:14.293605] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:14.436755] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:14.580607] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:14.725623] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:14.869049] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:15.013020] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:15.159112] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:15.306584] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:15.306784] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:17:15.306836] [INFO ] [CONFIGURE ] JOB ETA: 36.5m | Avg: 1.5s/test | Remaining: 1424 tests
[2025-10-13T23:17:15.306871] [INFO ] [CONFIGURE ] CTRA: Testing feature 11/29: add_obv_daily
[2025-10-13T23:17:15.306902] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_obv_daily']
[2025-10-13T23:17:15.424169] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:15.544248] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:15.669000] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:15.787791] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:15.906566] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:16.028283] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:16.148722] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:16.268592] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:16.393195] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:16.514830] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:16.514985] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:17:16.515029] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.5s/test | Remaining: 1423 tests
[2025-10-13T23:17:16.515062] [INFO ] [CONFIGURE ] CTRA: Testing feature 12/29: add_obv_interval
[2025-10-13T23:17:16.515092] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_obv_interval']
[2025-10-13T23:17:16.634669] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:16.753489] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:16.885805] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:17.008559] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:17.134219] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:17.254947] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:17.379380] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:17.506482] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:17.629954] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:17.761564] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:17.761763] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T23:17:17.761819] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.5s/test | Remaining: 1422 tests
[2025-10-13T23:17:17.761856] [INFO ] [CONFIGURE ] CTRA: Testing feature 13/29: add_opening_strength
[2025-10-13T23:17:17.761889] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:17:17.892972] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:18.020590] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:18.149473] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:18.279193] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:18.410317] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:18.553589] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:18.686353] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:18.814754] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:18.945426] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:19.081808] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:19.081999] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:17:19.082068] [INFO ] [CONFIGURE ] JOB ETA: 36.4m | Avg: 1.5s/test | Remaining: 1421 tests
[2025-10-13T23:17:19.082104] [INFO ] [CONFIGURE ] CTRA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:17:19.082134] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:17:19.213241] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:19.345677] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:19.481180] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:19.615440] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:19.751999] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:19.886368] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:20.029415] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:20.189300] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:20.351948] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:20.525680] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:20.525915] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:17:20.525982] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.5s/test | Remaining: 1420 tests
[2025-10-13T23:17:20.526038] [INFO ] [CONFIGURE ] CTRA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:17:20.526089] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:17:20.698141] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:20.850309] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:21.036439] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:21.179795] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:21.303217] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:21.429276] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:21.557074] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:21.677746] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:21.796828] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:21.914315] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:21.914453] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:17:21.914498] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.5s/test | Remaining: 1419 tests
[2025-10-13T23:17:21.914531] [INFO ] [CONFIGURE ] CTRA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:17:21.914561] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:17:22.030534] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:22.145874] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:22.262382] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:22.378677] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:22.496394] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:22.613783] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:22.731132] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:22.849221] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:22.973612] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:23.093429] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:23.093567] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:17:23.093611] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.5s/test | Remaining: 1418 tests
[2025-10-13T23:17:23.093666] [INFO ] [CONFIGURE ] CTRA: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:17:23.093722] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:17:23.212028] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:23.331278] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:23.452400] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:23.576505] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:23.699280] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:23.821295] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:23.939905] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:24.077066] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:24.198847] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:24.320154] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:24.320286] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:17:24.320329] [INFO ] [CONFIGURE ] JOB ETA: 36.3m | Avg: 1.5s/test | Remaining: 1417 tests
[2025-10-13T23:17:24.320362] [INFO ] [CONFIGURE ] CTRA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:17:24.320392] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:17:24.422794] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:24.526476] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:24.633616] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:24.737992] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:24.844591] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:24.952046] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:25.059602] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:25.167941] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:25.277915] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:25.388056] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:25.388222] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_pbf_volatility_5d (score: 30.00%)
[2025-10-13T23:17:25.388265] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.5s/test | Remaining: 1416 tests
[2025-10-13T23:17:25.388299] [INFO ] [CONFIGURE ] CTRA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:17:25.388332] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:17:25.497087] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:25.608782] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:25.721814] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:25.832784] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:25.943070] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:26.052840] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:26.167021] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:26.275475] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:26.384489] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:26.493856] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:26.494004] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:17:26.494047] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.5s/test | Remaining: 1415 tests
[2025-10-13T23:17:26.494080] [INFO ] [CONFIGURE ] CTRA: Testing feature 20/29: add_price_rejection
[2025-10-13T23:17:26.494111] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_price_rejection']
[2025-10-13T23:17:26.608614] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:26.732913] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:26.863949] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:26.989758] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:27.108403] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:27.227070] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:27.346070] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:27.465231] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:27.588717] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:27.709321] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:27.709491] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:17:27.709535] [INFO ] [CONFIGURE ] JOB ETA: 36.2m | Avg: 1.5s/test | Remaining: 1414 tests
[2025-10-13T23:17:27.709570] [INFO ] [CONFIGURE ] CTRA: Testing feature 21/29: add_range_position
[2025-10-13T23:17:27.709600] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_range_position']
[2025-10-13T23:17:27.836293] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:27.971104] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:28.112041] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:28.256181] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:28.389563] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:28.517625] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:28.642469] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:28.768885] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:28.894722] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:29.019347] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:29.019505] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:17:29.019550] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1413 tests
[2025-10-13T23:17:29.019583] [INFO ] [CONFIGURE ] CTRA: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:17:29.019614] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility']
[2025-10-13T23:17:29.157445] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:29.296080] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:29.439755] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:29.582551] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:29.730631] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:29.883511] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:30.032397] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:30.188825] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:30.343043] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:30.491016] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:30.491175] [INFO ] [CONFIGURE ] CTRA: KEPT add_realized_volatility (score: 80.00%)
[2025-10-13T23:17:30.491219] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1412 tests
[2025-10-13T23:17:30.491252] [INFO ] [CONFIGURE ] CTRA: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:17:30.491283] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_recent_range_context']
[2025-10-13T23:17:30.646613] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:30.798905] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:30.957987] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:31.134444] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:31.307913] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:31.486196] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:31.665340] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:31.842597] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:32.022286] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:32.198744] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:32.199594] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:17:32.199687] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1411 tests
[2025-10-13T23:17:32.199740] [INFO ] [CONFIGURE ] CTRA: Testing feature 24/29: add_rsi
[2025-10-13T23:17:32.199775] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_ema', 'add_rsi']
[2025-10-13T23:17:32.368122] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:32.539940] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:32.711928] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:32.884432] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:33.057962] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:17:33.238767] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:33.412668] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:33.590457] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:33.765279] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:33.939123] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:33.939302] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:17:33.939347] [INFO ] [CONFIGURE ] JOB ETA: 36.1m | Avg: 1.5s/test | Remaining: 1410 tests
[2025-10-13T23:17:33.939382] [INFO ] [CONFIGURE ] CTRA: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:17:33.939414] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_tick_distribution']
[2025-10-13T23:17:34.080875] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:34.228420] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:34.379237] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:34.532954] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:34.680103] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:34.828074] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:34.975185] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:35.127370] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:35.275485] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:35.424614] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:35.424901] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:17:35.424956] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1409 tests
[2025-10-13T23:17:35.424993] [INFO ] [CONFIGURE ] CTRA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:17:35.425026] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-13T23:17:35.571658] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:35.723988] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:35.873979] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:36.024592] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:36.218847] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:36.399703] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:36.582931] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:36.763546] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:17:36.947375] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:37.138428] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:37.138601] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:17:37.138699] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1408 tests
[2025-10-13T23:17:37.138755] [INFO ] [CONFIGURE ] CTRA: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:17:37.138789] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_volume_price_divergence']
[2025-10-13T23:17:37.311554] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:37.470297] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:37.631331] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:37.794966] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:37.956792] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:38.124893] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:38.283094] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:38.441386] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:38.600714] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:38.761962] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:38.762163] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:17:38.762227] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1407 tests
[2025-10-13T23:17:38.762270] [INFO ] [CONFIGURE ] CTRA: Testing feature 28/29: add_volume_profile
[2025-10-13T23:17:38.762302] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_volume_profile']
[2025-10-13T23:17:38.907689] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:17:39.054444] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:39.240232] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:39.388115] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:39.537746] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:39.692280] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:39.843313] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:39.995854] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:40.151809] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:17:40.308734] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:40.308929] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:17:40.308977] [INFO ] [CONFIGURE ] JOB ETA: 36.0m | Avg: 1.5s/test | Remaining: 1406 tests
[2025-10-13T23:17:40.309096] [INFO ] [CONFIGURE ] CTRA: Testing feature 29/29: add_vwap
[2025-10-13T23:17:40.309137] [INFO ] [CONFIGURE ] CTRA: Testing with features: ['add_realized_volatility', 'add_vwap']
[2025-10-13T23:17:40.468941] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:40.631315] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:40.796125] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:40.965296] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:41.123781] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:17:41.279700] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:41.434819] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:17:41.592850] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:17:41.749383] [DEBUG] [FORECASTER] CTRA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:17:41.907892] [DEBUG] [FORECASTER] CTRA: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:41.908058] [INFO ] [CONFIGURE ] CTRA: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:17:41.908126] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1405 tests
[2025-10-13T23:17:41.908185] [INFO ] [CONFIGURE ] CTRA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:17:41.908217] [INFO ] [CONFIGURE ] CTRA: Best accuracy: 80.00%
[2025-10-13T23:17:41.908248] [INFO ] [CONFIGURE ] CTRA: Best feature set (1 features): ['add_realized_volatility']
[2025-10-13T23:17:41.908276] [INFO ] [CONFIGURE ] CTRA: Improvement over baseline: 20.00%
[2025-10-13T23:17:41.908302] [INFO ] [CONFIGURE ] CTRA: Total time: 39.1 seconds
[2025-10-13T23:17:41.908328] [INFO ] [CONFIGURE ] CTRA: Average time per feature: 1.3 seconds
[2025-10-13T23:17:41.908355] [INFO ] [CONFIGURE ] CTRA: Average speed: 0.74 features/sec
[2025-10-13T23:17:41.909069] [INFO ] [LOCAL     ] Saved configuration for CTRA: 1 features, 80.00% accuracy -> ./output/feature-sets/CTRA.json
[2025-10-13T23:17:41.909124] [INFO ] [CONFIGURE ] CTRA: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:17:41.909163] [INFO ] [sig       ] [43/91] Successfully configured CTRA | 0.02 sym/s | Total: 32.4m | ETA: 36.2m
[2025-10-13T23:17:41.909195] [INFO ] [sig       ] [44/91] Configuring CTRI...
[2025-10-13T23:17:41.909224] [INFO ] [CONFIGURE ] CTRI: Configurate test run.
[2025-10-13T23:17:41.909265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRI' from 'https://tdm.silogroup.org/data/derivative_storage/CTRI.csv'.
[2025-10-13T23:17:41.919596] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRI'.
[2025-10-13T23:17:41.919898] [INFO ] [CONFIGURE ] CTRI: Testing with 29 available features
[2025-10-13T23:17:41.919953] [INFO ] [CONFIGURE ] CTRI: Establishing baseline with no features...
[2025-10-13T23:17:42.022040] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:42.124786] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:42.248971] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:17:42.353479] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:42.458162] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:42.562490] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:42.671636] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:42.777463] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:42.883567] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:42.989615] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:42.989772] [INFO ] [CONFIGURE ] CTRI: Baseline score (no features): 50.00%
[2025-10-13T23:17:42.989847] [INFO ] [CONFIGURE ] CTRI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:17:42.989902] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:17:43.104362] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:43.219622] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:43.337763] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:17:43.455341] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:43.572246] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:43.688424] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:17:43.806030] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:17:43.925246] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:44.043886] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:44.169846] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:17:44.169985] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:17:44.170038] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1404 tests
[2025-10-13T23:17:44.170072] [INFO ] [CONFIGURE ] CTRI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:17:44.170104] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:17:44.291437] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:44.418572] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:44.545288] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:44.672698] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:44.803625] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:44.979712] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:45.104196] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:45.229115] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:45.353525] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:45.478569] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:45.478759] [INFO ] [CONFIGURE ] CTRI: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-13T23:17:45.478811] [INFO ] [CONFIGURE ] JOB ETA: 35.9m | Avg: 1.5s/test | Remaining: 1403 tests
[2025-10-13T23:17:45.478896] [INFO ] [CONFIGURE ] CTRI: Testing feature 3/29: add_daily_returns
[2025-10-13T23:17:45.478940] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:17:45.611014] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:45.736789] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:45.862672] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:45.998506] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:46.130737] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:46.260209] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:46.389182] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:46.517856] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:46.648093] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:46.780465] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:46.780635] [INFO ] [CONFIGURE ] CTRI: KEPT add_daily_returns (score: 90.00%)
[2025-10-13T23:17:46.780719] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1402 tests
[2025-10-13T23:17:46.780760] [INFO ] [CONFIGURE ] CTRI: Testing feature 4/29: add_ema
[2025-10-13T23:17:46.780795] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-13T23:17:46.925836] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:47.073960] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:47.216363] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:47.359275] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:47.503881] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:47.739909] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:47.884440] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:48.030735] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:48.171930] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:48.313983] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:48.314142] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_ema (score: 90.00%)
[2025-10-13T23:17:48.314190] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1401 tests
[2025-10-13T23:17:48.314226] [INFO ] [CONFIGURE ] CTRI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:17:48.314259] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:17:48.463238] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:48.645187] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:48.797193] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:48.948459] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:49.100855] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:49.257986] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:49.421457] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:49.584810] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:49.745104] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:49.906449] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:49.906675] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:17:49.906766] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1400 tests
[2025-10-13T23:17:49.906827] [INFO ] [CONFIGURE ] CTRI: Testing feature 6/29: add_failed_moves
[2025-10-13T23:17:49.906866] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T23:17:50.039267] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:50.173357] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:50.313416] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:50.454934] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:50.597022] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:50.742785] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:50.882612] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:51.022820] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:51.168197] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:51.310465] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:51.310630] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-13T23:17:51.310719] [INFO ] [CONFIGURE ] JOB ETA: 35.8m | Avg: 1.5s/test | Remaining: 1399 tests
[2025-10-13T23:17:51.310761] [INFO ] [CONFIGURE ] CTRI: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:17:51.310793] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:17:51.437620] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:51.565809] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:51.712419] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:51.852724] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:51.995902] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:52.140578] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:52.288789] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:52.440542] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:52.587759] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:52.742321] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:52.742592] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_lag_shelf (score: 90.00%)
[2025-10-13T23:17:52.742665] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1398 tests
[2025-10-13T23:17:52.742729] [INFO ] [CONFIGURE ] CTRI: Testing feature 8/29: add_macd
[2025-10-13T23:17:52.742774] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:17:52.937580] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:17:53.127508] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:53.321049] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:53.521535] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:53.717369] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:17:53.900901] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:54.087256] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:54.279598] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:54.469278] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:54.686290] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:54.686475] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_macd (score: 80.00%)
[2025-10-13T23:17:54.686524] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1397 tests
[2025-10-13T23:17:54.686578] [INFO ] [CONFIGURE ] CTRI: Testing feature 9/29: add_mfi
[2025-10-13T23:17:54.686612] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_mfi']
[2025-10-13T23:17:54.846574] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:54.995844] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:55.144578] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:55.294579] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:17:55.454551] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:55.607968] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:55.766715] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:55.918623] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:56.069630] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:56.222809] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:56.222998] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_mfi (score: 90.00%)
[2025-10-13T23:17:56.223062] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1396 tests
[2025-10-13T23:17:56.223102] [INFO ] [CONFIGURE ] CTRI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:17:56.223135] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:17:56.382761] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:56.537445] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:56.695628] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:56.849636] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:57.007105] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:57.164195] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:57.330578] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:57.500169] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:57.667176] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:57.830207] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:57.830408] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:17:57.830458] [INFO ] [CONFIGURE ] JOB ETA: 35.7m | Avg: 1.5s/test | Remaining: 1395 tests
[2025-10-13T23:17:57.830492] [INFO ] [CONFIGURE ] CTRI: Testing feature 11/29: add_obv_daily
[2025-10-13T23:17:57.830524] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_obv_daily']
[2025-10-13T23:17:57.964994] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:58.099803] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:17:58.241407] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:58.387225] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:58.532184] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:17:58.680948] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:17:58.834428] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:17:58.973376] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:17:59.114405] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:17:59.260765] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:17:59.260941] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T23:17:59.260987] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.5s/test | Remaining: 1394 tests
[2025-10-13T23:17:59.261020] [INFO ] [CONFIGURE ] CTRI: Testing feature 12/29: add_obv_interval
[2025-10-13T23:17:59.261051] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_obv_interval']
[2025-10-13T23:17:59.403748] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:17:59.545034] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:17:59.687141] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:17:59.827185] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:17:59.968574] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:00.112060] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:00.249231] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:00.387985] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:00.527395] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:00.669893] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:00.670092] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:18:00.670149] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.5s/test | Remaining: 1393 tests
[2025-10-13T23:18:00.670190] [INFO ] [CONFIGURE ] CTRI: Testing feature 13/29: add_opening_strength
[2025-10-13T23:18:00.670225] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:18:00.817053] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:00.958122] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:01.115034] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:01.280637] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:01.436806] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:01.589638] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:01.735568] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:01.886624] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:02.042693] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:02.193899] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:02.194143] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-13T23:18:02.194195] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.5s/test | Remaining: 1392 tests
[2025-10-13T23:18:02.194234] [INFO ] [CONFIGURE ] CTRI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:18:02.194289] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:18:02.348376] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:02.500280] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:02.650452] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:18:02.801327] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:02.952407] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:18:03.104950] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:03.258203] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:03.417248] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:03.578998] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:03.766511] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:18:03.766722] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:18:03.766780] [INFO ] [CONFIGURE ] JOB ETA: 35.6m | Avg: 1.5s/test | Remaining: 1391 tests
[2025-10-13T23:18:03.766816] [INFO ] [CONFIGURE ] CTRI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:18:03.766848] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T23:18:03.905507] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:04.040868] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:04.178639] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:04.316329] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:04.450586] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:04.584667] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:04.719337] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:04.854443] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:04.989821] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:05.126217] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:05.126379] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_pbf_morning_momentum (score: 90.00%)
[2025-10-13T23:18:05.126422] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.5s/test | Remaining: 1390 tests
[2025-10-13T23:18:05.126456] [INFO ] [CONFIGURE ] CTRI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:18:05.126488] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T23:18:05.269585] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:05.412320] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:05.554027] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:05.696189] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:05.838364] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:05.981691] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:06.124638] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:06.269199] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:06.422283] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:06.564899] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:06.565066] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-13T23:18:06.565110] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.5s/test | Remaining: 1389 tests
[2025-10-13T23:18:06.565142] [INFO ] [CONFIGURE ] CTRI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:18:06.565173] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T23:18:06.707904] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:06.852172] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:06.999045] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:07.151250] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:07.298045] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:07.446996] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:07.596490] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:07.744766] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:07.892360] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:08.039421] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:08.039597] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:18:08.039663] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.5s/test | Remaining: 1388 tests
[2025-10-13T23:18:08.039723] [INFO ] [CONFIGURE ] CTRI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:18:08.039756] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T23:18:08.172607] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:08.306356] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:08.443252] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:08.578991] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:08.715431] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:08.855260] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:08.993419] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:09.126547] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:09.260225] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:09.401032] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:09.401202] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-13T23:18:09.401246] [INFO ] [CONFIGURE ] JOB ETA: 35.5m | Avg: 1.5s/test | Remaining: 1387 tests
[2025-10-13T23:18:09.401279] [INFO ] [CONFIGURE ] CTRI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:18:09.401309] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T23:18:09.531425] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:09.673216] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:09.845510] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:09.981000] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:10.112045] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:10.244410] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:10.381517] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:10.514996] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:10.648764] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:10.784615] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:10.784795] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T23:18:10.784846] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1386 tests
[2025-10-13T23:18:10.784881] [INFO ] [CONFIGURE ] CTRI: Testing feature 20/29: add_price_rejection
[2025-10-13T23:18:10.784911] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_price_rejection']
[2025-10-13T23:18:10.926222] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:11.068576] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:11.211423] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:11.356335] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:11.502162] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:11.647441] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:11.793780] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:11.944560] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:12.090072] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:12.236392] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:12.236560] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:18:12.236606] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1385 tests
[2025-10-13T23:18:12.236660] [INFO ] [CONFIGURE ] CTRI: Testing feature 21/29: add_range_position
[2025-10-13T23:18:12.236719] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_range_position']
[2025-10-13T23:18:12.385000] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:12.535792] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:12.720553] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:12.901807] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:13.085230] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:13.310252] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:13.501381] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:13.712385] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:13.893112] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:14.063596] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:14.063803] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_range_position (score: 80.00%)
[2025-10-13T23:18:14.063856] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1384 tests
[2025-10-13T23:18:14.063893] [INFO ] [CONFIGURE ] CTRI: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:18:14.063975] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_realized_volatility']
[2025-10-13T23:18:14.229305] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:14.394625] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:14.572196] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:14.748498] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:14.920195] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:15.094637] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:15.268725] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:15.447170] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:15.622468] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:15.794947] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:15.795115] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:18:15.795161] [INFO ] [CONFIGURE ] JOB ETA: 35.4m | Avg: 1.5s/test | Remaining: 1383 tests
[2025-10-13T23:18:15.795196] [INFO ] [CONFIGURE ] CTRI: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:18:15.795227] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_recent_range_context']
[2025-10-13T23:18:15.934324] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:16.075489] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:16.215124] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:16.356279] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:16.496962] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:16.639401] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:16.784988] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:16.931517] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:17.080057] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:17.234841] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:17.235235] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:18:17.235296] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1382 tests
[2025-10-13T23:18:17.235336] [INFO ] [CONFIGURE ] CTRI: Testing feature 24/29: add_rsi
[2025-10-13T23:18:17.235372] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:18:17.412965] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:17.567943] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:17.721881] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:17.875271] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:18.031251] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:18.191290] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:18.347855] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:18.505483] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:18.663312] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:18.821173] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:18.821347] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:18:18.821391] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1381 tests
[2025-10-13T23:18:18.821425] [INFO ] [CONFIGURE ] CTRI: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:18:18.821457] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:18:18.953435] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:19.085662] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:19.219882] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:19.357638] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:19.499705] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:19.638790] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:19.786330] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:19.923992] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:20.071367] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:20.217038] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:20.217201] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:18:20.217247] [INFO ] [CONFIGURE ] JOB ETA: 35.3m | Avg: 1.5s/test | Remaining: 1380 tests
[2025-10-13T23:18:20.217285] [INFO ] [CONFIGURE ] CTRI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:18:20.217319] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T23:18:20.359030] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:20.504259] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:20.642563] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:20.780637] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:20.920631] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:18:21.071855] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:21.217739] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:21.361987] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:21.505746] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:21.654276] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:21.654467] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:18:21.654513] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1379 tests
[2025-10-13T23:18:21.654551] [INFO ] [CONFIGURE ] CTRI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:18:21.654584] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T23:18:21.802114] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:21.980231] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:22.132347] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:22.280969] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:22.430308] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:22.577996] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:22.733672] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:22.884263] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:23.037445] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:23.199051] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:23.199279] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:18:23.199345] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1378 tests
[2025-10-13T23:18:23.199389] [INFO ] [CONFIGURE ] CTRI: Testing feature 28/29: add_volume_profile
[2025-10-13T23:18:23.199426] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_volume_profile']
[2025-10-13T23:18:23.349008] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:23.498064] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:18:23.637834] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:23.779342] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:23.920966] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:18:24.065742] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:24.214816] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:24.363477] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:24.508446] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:24.650436] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:24.650638] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:18:24.650726] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1377 tests
[2025-10-13T23:18:24.650768] [INFO ] [CONFIGURE ] CTRI: Testing feature 29/29: add_vwap
[2025-10-13T23:18:24.650803] [INFO ] [CONFIGURE ] CTRI: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_vwap']
[2025-10-13T23:18:24.789581] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:24.923950] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:18:25.061660] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:25.196594] [DEBUG] [FORECASTER] CTRI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:25.333257] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:18:25.478714] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:25.628899] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:18:25.776350] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:18:25.917835] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:18:26.061800] [DEBUG] [FORECASTER] CTRI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:18:26.061968] [INFO ] [CONFIGURE ] CTRI: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:18:26.062015] [INFO ] [CONFIGURE ] JOB ETA: 35.2m | Avg: 1.5s/test | Remaining: 1376 tests
[2025-10-13T23:18:26.062060] [INFO ] [CONFIGURE ] CTRI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:18:26.062093] [INFO ] [CONFIGURE ] CTRI: Best accuracy: 90.00%
[2025-10-13T23:18:26.062125] [INFO ] [CONFIGURE ] CTRI: Best feature set (2 features): ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:18:26.062155] [INFO ] [CONFIGURE ] CTRI: Improvement over baseline: 40.00%
[2025-10-13T23:18:26.062183] [INFO ] [CONFIGURE ] CTRI: Total time: 43.1 seconds
[2025-10-13T23:18:26.062212] [INFO ] [CONFIGURE ] CTRI: Average time per feature: 1.5 seconds
[2025-10-13T23:18:26.062240] [INFO ] [CONFIGURE ] CTRI: Average speed: 0.67 features/sec
[2025-10-13T23:18:26.062944] [INFO ] [LOCAL     ] Saved configuration for CTRI: 2 features, 90.00% accuracy -> ./output/feature-sets/CTRI.json
[2025-10-13T23:18:26.063000] [INFO ] [CONFIGURE ] CTRI: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T23:18:26.063052] [INFO ] [sig       ] [44/91] Successfully configured CTRI | 0.02 sym/s | Total: 33.1m | ETA: 35.4m
[2025-10-13T23:18:26.063109] [INFO ] [sig       ] [45/91] Configuring CTVA...
[2025-10-13T23:18:26.063145] [INFO ] [CONFIGURE ] CTVA: Configurate test run.
[2025-10-13T23:18:26.063214] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTVA' from 'https://tdm.silogroup.org/data/derivative_storage/CTVA.csv'.
[2025-10-13T23:18:26.074085] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTVA'.
[2025-10-13T23:18:26.074400] [INFO ] [CONFIGURE ] CTVA: Testing with 29 available features
[2025-10-13T23:18:26.074456] [INFO ] [CONFIGURE ] CTVA: Establishing baseline with no features...
[2025-10-13T23:18:26.175815] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:26.276795] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:26.381222] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:26.488467] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:26.594014] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:26.702758] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:26.813251] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:26.929960] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:27.040468] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:18:27.147318] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:27.147495] [INFO ] [CONFIGURE ] CTVA: Baseline score (no features): 30.00%
[2025-10-13T23:18:27.147588] [INFO ] [CONFIGURE ] CTVA: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:18:27.147663] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:18:27.262859] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:27.382406] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:27.517369] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:27.635818] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:27.756986] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:27.885941] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:28.007910] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.123395] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.238452] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.356364] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:28.356545] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_bollinger_bands (score: 20.00%)
[2025-10-13T23:18:28.356588] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.5s/test | Remaining: 1375 tests
[2025-10-13T23:18:28.356621] [INFO ] [CONFIGURE ] CTVA: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:18:28.356680] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:18:28.476365] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.603043] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.745546] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:28.867177] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:28.990847] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:29.109805] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:29.233969] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:29.360808] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:29.481355] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:29.602764] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:29.602947] [INFO ] [CONFIGURE ] CTVA: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-13T23:18:29.603008] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.5s/test | Remaining: 1374 tests
[2025-10-13T23:18:29.603046] [INFO ] [CONFIGURE ] CTVA: Testing feature 3/29: add_daily_returns
[2025-10-13T23:18:29.603077] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:18:29.730312] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:29.852479] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:29.974479] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:30.097347] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:30.223690] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:30.347331] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:30.475907] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:30.600219] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:30.725124] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:30.861182] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:30.861341] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:18:30.861384] [INFO ] [CONFIGURE ] JOB ETA: 35.1m | Avg: 1.5s/test | Remaining: 1373 tests
[2025-10-13T23:18:30.861420] [INFO ] [CONFIGURE ] CTVA: Testing feature 4/29: add_ema
[2025-10-13T23:18:30.861452] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:18:31.045444] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:31.191480] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:31.342617] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:31.492400] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:31.645241] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:31.798710] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:31.953817] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:32.112461] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:18:32.270545] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:32.430232] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:32.430453] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:18:32.430545] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.5s/test | Remaining: 1372 tests
[2025-10-13T23:18:32.430621] [INFO ] [CONFIGURE ] CTVA: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:18:32.430722] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:18:32.582074] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:32.730732] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:32.888584] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:18:33.031966] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:33.178846] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:33.331805] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:33.483599] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:33.647125] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:33.816800] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:33.982376] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:33.982551] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:18:33.982597] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.5s/test | Remaining: 1371 tests
[2025-10-13T23:18:33.982632] [INFO ] [CONFIGURE ] CTVA: Testing feature 6/29: add_failed_moves
[2025-10-13T23:18:33.982720] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:18:34.123130] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:34.262514] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:34.412951] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:34.553381] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:34.688759] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:34.828603] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:34.970543] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:35.113511] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:35.257263] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:35.396691] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:35.396854] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T23:18:35.396900] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.5s/test | Remaining: 1370 tests
[2025-10-13T23:18:35.396935] [INFO ] [CONFIGURE ] CTVA: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:18:35.396965] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:18:35.526180] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:35.653297] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:35.786983] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:35.914208] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:36.039407] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:36.165907] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:36.280750] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:36.408407] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:36.538095] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:36.671604] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:36.671811] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T23:18:36.671870] [INFO ] [CONFIGURE ] JOB ETA: 35.0m | Avg: 1.5s/test | Remaining: 1369 tests
[2025-10-13T23:18:36.671907] [INFO ] [CONFIGURE ] CTVA: Testing feature 8/29: add_macd
[2025-10-13T23:18:36.671938] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:18:36.835751] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:36.999833] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:37.166575] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:18:37.343104] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:37.525091] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:37.707937] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:37.885354] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:38.059877] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:38.235731] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:38.407845] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:38.408064] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_macd (score: 30.00%)
[2025-10-13T23:18:38.408128] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.5s/test | Remaining: 1368 tests
[2025-10-13T23:18:38.408166] [INFO ] [CONFIGURE ] CTVA: Testing feature 9/29: add_mfi
[2025-10-13T23:18:38.408198] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:18:38.552155] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:38.696350] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:38.843299] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:38.990148] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:39.140294] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:39.289076] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:39.441452] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:39.594059] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:39.741141] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:39.894631] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:39.894854] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:18:39.894909] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.5s/test | Remaining: 1367 tests
[2025-10-13T23:18:39.894946] [INFO ] [CONFIGURE ] CTVA: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:18:39.894977] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:18:40.051270] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:40.206981] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:40.364914] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:40.523767] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:40.681082] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:40.839744] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:40.999987] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:41.162021] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:41.325116] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:18:41.495478] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:41.495721] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:18:41.495793] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.5s/test | Remaining: 1366 tests
[2025-10-13T23:18:41.495852] [INFO ] [CONFIGURE ] CTVA: Testing feature 11/29: add_obv_daily
[2025-10-13T23:18:41.495888] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:18:41.632422] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:41.764263] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:41.894961] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:42.028386] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:42.162731] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:42.293766] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:42.425217] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:42.559846] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:42.694484] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:42.828624] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:42.828811] [INFO ] [CONFIGURE ] CTVA: KEPT add_obv_daily (score: 50.00%)
[2025-10-13T23:18:42.828860] [INFO ] [CONFIGURE ] JOB ETA: 34.9m | Avg: 1.5s/test | Remaining: 1365 tests
[2025-10-13T23:18:42.828894] [INFO ] [CONFIGURE ] CTVA: Testing feature 12/29: add_obv_interval
[2025-10-13T23:18:42.828924] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T23:18:42.968502] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:43.111859] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:43.258665] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:43.405366] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:43.550364] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:43.696498] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:43.844142] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:43.994616] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:44.150079] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:44.304039] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:44.304226] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:18:44.304272] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.5s/test | Remaining: 1364 tests
[2025-10-13T23:18:44.304306] [INFO ] [CONFIGURE ] CTVA: Testing feature 13/29: add_opening_strength
[2025-10-13T23:18:44.304337] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:18:44.467143] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:44.621492] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:18:44.777511] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:44.937036] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:45.095843] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:45.254329] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:45.410534] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:45.566916] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:45.726058] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:45.888031] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:45.888218] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:18:45.888282] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.5s/test | Remaining: 1363 tests
[2025-10-13T23:18:45.888319] [INFO ] [CONFIGURE ] CTVA: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:18:45.888350] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:18:46.049696] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:46.209557] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:18:46.387954] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:46.544242] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:46.702226] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:46.860593] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:47.022806] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:47.187526] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:47.353029] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:47.518710] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:47.518877] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:18:47.518927] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.5s/test | Remaining: 1362 tests
[2025-10-13T23:18:47.518962] [INFO ] [CONFIGURE ] CTVA: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:18:47.518998] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:18:47.667351] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:47.806250] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:47.948826] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:48.092513] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:48.231154] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:48.371589] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:48.512033] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:48.654824] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:48.796244] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:48.937616] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:48.937797] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T23:18:48.937847] [INFO ] [CONFIGURE ] JOB ETA: 34.8m | Avg: 1.5s/test | Remaining: 1361 tests
[2025-10-13T23:18:48.937881] [INFO ] [CONFIGURE ] CTVA: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:18:48.937912] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:18:49.083453] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:49.242724] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:49.391148] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:49.540095] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:49.690896] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:49.845767] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:49.996217] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:50.147067] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:50.298320] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:50.450627] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:50.450852] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:18:50.450902] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.5s/test | Remaining: 1360 tests
[2025-10-13T23:18:50.450938] [INFO ] [CONFIGURE ] CTVA: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:18:50.450973] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:18:50.601422] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:50.755390] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:50.908206] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:51.060781] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:51.213441] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:51.366870] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:51.519932] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:51.675820] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:51.832115] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:51.988926] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:51.989092] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:18:51.989137] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.5s/test | Remaining: 1359 tests
[2025-10-13T23:18:51.989173] [INFO ] [CONFIGURE ] CTVA: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:18:51.989206] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:18:52.125187] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:52.266077] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:52.404041] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:52.541150] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:52.675708] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:52.810433] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:52.945114] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:53.080174] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:53.222250] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:53.365833] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:53.366044] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:18:53.366107] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.5s/test | Remaining: 1358 tests
[2025-10-13T23:18:53.366217] [INFO ] [CONFIGURE ] CTVA: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:18:53.366269] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:18:53.504712] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:53.643613] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:53.788662] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:53.934083] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:54.089285] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:54.230422] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:54.373420] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:54.521915] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:54.664717] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:54.809447] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:54.809730] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:18:54.809787] [INFO ] [CONFIGURE ] JOB ETA: 34.7m | Avg: 1.5s/test | Remaining: 1357 tests
[2025-10-13T23:18:54.809822] [INFO ] [CONFIGURE ] CTVA: Testing feature 20/29: add_price_rejection
[2025-10-13T23:18:54.809852] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_price_rejection']
[2025-10-13T23:18:54.955561] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:55.102326] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:18:55.248748] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:18:55.396348] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:18:55.543565] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:55.692369] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:55.841539] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:55.991370] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:18:56.141568] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:56.294349] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:56.294561] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:18:56.294612] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.5s/test | Remaining: 1356 tests
[2025-10-13T23:18:56.294682] [INFO ] [CONFIGURE ] CTVA: Testing feature 21/29: add_range_position
[2025-10-13T23:18:56.294735] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_range_position']
[2025-10-13T23:18:56.450734] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:56.609158] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:18:56.777956] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:56.939598] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:57.108231] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:57.270107] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:18:57.432121] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:57.593888] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:18:57.756033] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:18:57.918795] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:57.918961] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:18:57.919004] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.5s/test | Remaining: 1355 tests
[2025-10-13T23:18:57.919038] [INFO ] [CONFIGURE ] CTVA: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:18:57.919069] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:18:58.089373] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:58.260540] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:18:58.433493] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:18:58.608568] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:18:58.782611] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:18:58.957760] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:18:59.135819] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:18:59.311250] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:18:59.492669] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:18:59.670550] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:18:59.670722] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T23:18:59.670780] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.5s/test | Remaining: 1354 tests
[2025-10-13T23:18:59.670816] [INFO ] [CONFIGURE ] CTVA: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:18:59.670848] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:18:59.814814] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:18:59.960344] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:00.105716] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:00.264030] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:00.412298] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:00.559805] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:00.710484] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:00.860931] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:01.014050] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:01.178471] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:01.178685] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:19:01.178748] [INFO ] [CONFIGURE ] JOB ETA: 34.6m | Avg: 1.5s/test | Remaining: 1353 tests
[2025-10-13T23:19:01.178786] [INFO ] [CONFIGURE ] CTVA: Testing feature 24/29: add_rsi
[2025-10-13T23:19:01.178839] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:19:01.341709] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:01.505305] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:01.671930] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:01.857285] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:19:02.030716] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:02.200844] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:02.378011] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:02.563731] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:02.740935] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:02.919877] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:02.920068] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:19:02.920114] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.5s/test | Remaining: 1352 tests
[2025-10-13T23:19:02.920148] [INFO ] [CONFIGURE ] CTVA: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:19:02.920179] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:19:03.066083] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:03.214261] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:03.362659] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:03.512548] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:03.660243] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:03.823082] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:03.989049] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:04.158304] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:04.315629] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:04.474052] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:04.474236] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:19:04.474303] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.5s/test | Remaining: 1351 tests
[2025-10-13T23:19:04.474342] [INFO ] [CONFIGURE ] CTVA: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:19:04.474374] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:19:04.638024] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:04.786282] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:04.935165] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:05.087119] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:05.238058] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:05.388908] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:05.544631] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:05.701814] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:05.856837] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:06.012763] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:06.012941] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:19:06.012985] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.5s/test | Remaining: 1350 tests
[2025-10-13T23:19:06.013018] [INFO ] [CONFIGURE ] CTVA: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:19:06.013052] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:19:06.168550] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:06.324265] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:06.481847] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:06.642170] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:06.805617] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:06.963627] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:07.130178] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:07.290801] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:07.452008] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:07.649227] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:07.649414] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:19:07.649465] [INFO ] [CONFIGURE ] JOB ETA: 34.5m | Avg: 1.5s/test | Remaining: 1349 tests
[2025-10-13T23:19:07.649500] [INFO ] [CONFIGURE ] CTVA: Testing feature 28/29: add_volume_profile
[2025-10-13T23:19:07.649531] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_profile']
[2025-10-13T23:19:07.799455] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:07.947415] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:08.108764] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:08.269582] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:19:08.428742] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:08.590909] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:08.752947] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:08.915724] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:09.071158] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:09.226908] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:09.227058] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-13T23:19:09.227101] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.5s/test | Remaining: 1348 tests
[2025-10-13T23:19:09.227135] [INFO ] [CONFIGURE ] CTVA: Testing feature 29/29: add_vwap
[2025-10-13T23:19:09.227166] [INFO ] [CONFIGURE ] CTVA: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_vwap']
[2025-10-13T23:19:09.377109] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:09.528308] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:19:09.684224] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:19:09.835672] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:19:09.988924] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:19:10.142212] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:10.296393] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:10.448593] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:10.605329] [DEBUG] [FORECASTER] CTVA: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:10.765122] [DEBUG] [FORECASTER] CTVA: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:19:10.765282] [INFO ] [CONFIGURE ] CTVA: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:19:10.765327] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.5s/test | Remaining: 1347 tests
[2025-10-13T23:19:10.765361] [INFO ] [CONFIGURE ] CTVA: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:19:10.765390] [INFO ] [CONFIGURE ] CTVA: Best accuracy: 50.00%
[2025-10-13T23:19:10.765420] [INFO ] [CONFIGURE ] CTVA: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:19:10.765448] [INFO ] [CONFIGURE ] CTVA: Improvement over baseline: 20.00%
[2025-10-13T23:19:10.765475] [INFO ] [CONFIGURE ] CTVA: Total time: 43.6 seconds
[2025-10-13T23:19:10.765501] [INFO ] [CONFIGURE ] CTVA: Average time per feature: 1.5 seconds
[2025-10-13T23:19:10.765529] [INFO ] [CONFIGURE ] CTVA: Average speed: 0.66 features/sec
[2025-10-13T23:19:10.765971] [INFO ] [LOCAL     ] Saved configuration for CTVA: 2 features, 50.00% accuracy -> ./output/feature-sets/CTVA.json
[2025-10-13T23:19:10.766026] [INFO ] [CONFIGURE ] CTVA: Configuration saved successfully: 2 features, 50.00% accuracy.
[2025-10-13T23:19:10.766088] [INFO ] [sig       ] [45/91] Successfully configured CTVA | 0.02 sym/s | Total: 33.9m | ETA: 34.6m
[2025-10-13T23:19:10.766143] [INFO ] [sig       ] [46/91] Configuring CWH...
[2025-10-13T23:19:10.766175] [INFO ] [CONFIGURE ] CWH: Configurate test run.
[2025-10-13T23:19:10.766233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWH' from 'https://tdm.silogroup.org/data/derivative_storage/CWH.csv'.
[2025-10-13T23:19:10.777812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWH'.
[2025-10-13T23:19:10.778137] [INFO ] [CONFIGURE ] CWH: Testing with 29 available features
[2025-10-13T23:19:10.778197] [INFO ] [CONFIGURE ] CWH: Establishing baseline with no features...
[2025-10-13T23:19:10.889472] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:10.999130] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:11.110182] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:11.221184] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:11.331267] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:11.440076] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:11.543263] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:11.650170] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:11.755335] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:11.859263] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:11.859415] [INFO ] [CONFIGURE ] CWH: Baseline score (no features): 50.00%
[2025-10-13T23:19:11.859460] [INFO ] [CONFIGURE ] CWH: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:19:11.859493] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:19:11.973542] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:12.095889] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:12.217475] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:12.333559] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:12.452386] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:12.575745] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:12.700273] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:12.824162] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:12.944194] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:13.065197] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:13.065355] [INFO ] [CONFIGURE ] CWH: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:19:13.065399] [INFO ] [CONFIGURE ] JOB ETA: 34.4m | Avg: 1.5s/test | Remaining: 1346 tests
[2025-10-13T23:19:13.065433] [INFO ] [CONFIGURE ] CWH: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:19:13.065463] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:19:13.183869] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:13.304804] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:13.425030] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:13.544254] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:13.696405] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:13.828381] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:13.955892] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:14.084357] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:14.211433] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:14.340837] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:14.340984] [INFO ] [CONFIGURE ] CWH: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:19:14.341029] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.5s/test | Remaining: 1345 tests
[2025-10-13T23:19:14.341061] [INFO ] [CONFIGURE ] CWH: Testing feature 3/29: add_daily_returns
[2025-10-13T23:19:14.341091] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns']
[2025-10-13T23:19:14.455109] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:14.569609] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:14.681846] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:14.796403] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:14.913759] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:15.029180] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:15.145157] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:15.262488] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:15.380036] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:15.500224] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:15.500390] [INFO ] [CONFIGURE ] CWH: KEPT add_daily_returns (score: 80.00%)
[2025-10-13T23:19:15.500435] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.5s/test | Remaining: 1344 tests
[2025-10-13T23:19:15.500469] [INFO ] [CONFIGURE ] CWH: Testing feature 4/29: add_ema
[2025-10-13T23:19:15.500500] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:19:15.635430] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:15.766256] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:15.892964] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:16.037845] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:16.176750] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:16.318455] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:16.469219] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:16.619585] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:16.770925] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:16.925366] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:16.925555] [INFO ] [CONFIGURE ] CWH: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:19:16.925602] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.5s/test | Remaining: 1343 tests
[2025-10-13T23:19:16.925638] [INFO ] [CONFIGURE ] CWH: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:19:16.925716] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:19:17.073538] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:17.218308] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:17.362059] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:17.512599] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:17.658482] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:17.804874] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:17.948061] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:18.093190] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:18.240212] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:18.387028] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:18.387191] [INFO ] [CONFIGURE ] CWH: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:19:18.387235] [INFO ] [CONFIGURE ] JOB ETA: 34.3m | Avg: 1.5s/test | Remaining: 1342 tests
[2025-10-13T23:19:18.387270] [INFO ] [CONFIGURE ] CWH: Testing feature 6/29: add_failed_moves
[2025-10-13T23:19:18.387302] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:19:18.507808] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:18.628689] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:18.750812] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:18.873586] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:18.995942] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:19.121480] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:19.247020] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:19.371252] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:19.495362] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:19.621462] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:19.621618] [INFO ] [CONFIGURE ] CWH: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:19:19.621698] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.5s/test | Remaining: 1341 tests
[2025-10-13T23:19:19.621746] [INFO ] [CONFIGURE ] CWH: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:19:19.621779] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:19:19.763920] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:19.882690] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:19.993343] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:20.111103] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:20.226729] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:20.349987] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:20.468257] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:20.588964] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:20.710416] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:20.835473] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:20.835666] [INFO ] [CONFIGURE ] CWH: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:19:20.835730] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.5s/test | Remaining: 1340 tests
[2025-10-13T23:19:20.835767] [INFO ] [CONFIGURE ] CWH: Testing feature 8/29: add_macd
[2025-10-13T23:19:20.835800] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:19:20.990174] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:21.146770] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:21.300417] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:21.463559] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:21.640005] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:21.845238] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:22.054085] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:22.279233] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:22.504471] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:22.671873] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:22.672063] [INFO ] [CONFIGURE ] CWH: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:19:22.672110] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.5s/test | Remaining: 1339 tests
[2025-10-13T23:19:22.672144] [INFO ] [CONFIGURE ] CWH: Testing feature 9/29: add_mfi
[2025-10-13T23:19:22.672174] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:19:22.803869] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:22.926461] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:23.049808] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:23.173446] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:23.297284] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:23.432035] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:23.569549] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:23.697385] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:23.820836] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:23.941986] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:23.942170] [INFO ] [CONFIGURE ] CWH: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:19:23.942216] [INFO ] [CONFIGURE ] JOB ETA: 34.2m | Avg: 1.5s/test | Remaining: 1338 tests
[2025-10-13T23:19:23.942251] [INFO ] [CONFIGURE ] CWH: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:19:23.942282] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:19:24.083531] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:24.226312] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:24.359299] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:24.492122] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:24.647086] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:24.811536] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:24.953532] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:25.086874] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:25.218674] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:25.352715] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:25.352879] [INFO ] [CONFIGURE ] CWH: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:19:25.352926] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1337 tests
[2025-10-13T23:19:25.352962] [INFO ] [CONFIGURE ] CWH: Testing feature 11/29: add_obv_daily
[2025-10-13T23:19:25.352995] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T23:19:25.464065] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:25.579532] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:25.698754] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:25.821855] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:25.941788] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:26.060922] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:26.184255] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:26.304544] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:26.425055] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:26.545968] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:26.546154] [INFO ] [CONFIGURE ] CWH: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:19:26.546199] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1336 tests
[2025-10-13T23:19:26.546233] [INFO ] [CONFIGURE ] CWH: Testing feature 12/29: add_obv_interval
[2025-10-13T23:19:26.546265] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:19:26.662851] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:26.778803] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:26.894528] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:27.015785] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:27.138566] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:27.254618] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:27.373552] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:27.491155] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:27.616193] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:27.744446] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:27.744596] [INFO ] [CONFIGURE ] CWH: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:19:27.744640] [INFO ] [CONFIGURE ] JOB ETA: 34.1m | Avg: 1.5s/test | Remaining: 1335 tests
[2025-10-13T23:19:27.744754] [INFO ] [CONFIGURE ] CWH: Testing feature 13/29: add_opening_strength
[2025-10-13T23:19:27.744789] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:19:27.864356] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:27.981489] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:28.099563] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:28.222580] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:28.343814] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:28.464466] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:28.585380] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:28.712483] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:28.850993] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:28.971536] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:28.971711] [INFO ] [CONFIGURE ] CWH: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:19:28.971857] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1334 tests
[2025-10-13T23:19:28.971912] [INFO ] [CONFIGURE ] CWH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:19:28.971946] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:19:29.098713] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:29.237206] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:29.366937] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:29.496637] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:29.626666] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:29.757180] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:29.882670] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:30.015798] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:30.145798] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:30.275515] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:30.275690] [INFO ] [CONFIGURE ] CWH: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:19:30.275752] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1333 tests
[2025-10-13T23:19:30.275790] [INFO ] [CONFIGURE ] CWH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:19:30.275821] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T23:19:30.386476] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:30.497658] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:30.608738] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:30.718290] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:30.828000] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:30.940705] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:31.054533] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:31.166200] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:31.277279] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:31.389361] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:31.389506] [INFO ] [CONFIGURE ] CWH: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:19:31.389549] [INFO ] [CONFIGURE ] JOB ETA: 34.0m | Avg: 1.5s/test | Remaining: 1332 tests
[2025-10-13T23:19:31.389583] [INFO ] [CONFIGURE ] CWH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:19:31.389615] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T23:19:31.504577] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:31.621248] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:31.741567] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:31.886933] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:32.008891] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:32.136262] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:32.262725] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:32.393624] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:32.519809] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:32.646555] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:32.646735] [INFO ] [CONFIGURE ] CWH: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:19:32.646791] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1331 tests
[2025-10-13T23:19:32.646829] [INFO ] [CONFIGURE ] CWH: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:19:32.646861] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T23:19:32.775560] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:32.904077] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:33.031068] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:33.157179] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:33.285670] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:33.415478] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:33.544773] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:33.676129] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:33.809217] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:33.941309] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:33.941466] [INFO ] [CONFIGURE ] CWH: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:19:33.941510] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1330 tests
[2025-10-13T23:19:33.941717] [INFO ] [CONFIGURE ] CWH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:19:33.941758] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T23:19:34.053708] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:34.168494] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:34.288674] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:34.416211] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:34.537376] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:34.652760] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:34.768788] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:34.914315] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:35.030483] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:35.146929] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:35.147058] [INFO ] [CONFIGURE ] CWH: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:19:35.147130] [INFO ] [CONFIGURE ] JOB ETA: 33.9m | Avg: 1.5s/test | Remaining: 1329 tests
[2025-10-13T23:19:35.147193] [INFO ] [CONFIGURE ] CWH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:19:35.147256] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T23:19:35.260488] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:35.374607] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:35.494305] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:35.610038] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:35.726214] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:35.851572] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:35.965426] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:36.078538] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:36.193076] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:36.307406] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:36.307531] [INFO ] [CONFIGURE ] CWH: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:19:36.307607] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.5s/test | Remaining: 1328 tests
[2025-10-13T23:19:36.307682] [INFO ] [CONFIGURE ] CWH: Testing feature 20/29: add_price_rejection
[2025-10-13T23:19:36.307731] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_price_rejection']
[2025-10-13T23:19:36.426886] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:36.546801] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:36.666917] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:36.788156] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:36.910866] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:37.032716] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:37.155942] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:37.279688] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:37.404937] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:37.527440] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:37.527606] [INFO ] [CONFIGURE ] CWH: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:19:37.527692] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.5s/test | Remaining: 1327 tests
[2025-10-13T23:19:37.527740] [INFO ] [CONFIGURE ] CWH: Testing feature 21/29: add_range_position
[2025-10-13T23:19:37.527772] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_range_position']
[2025-10-13T23:19:37.655301] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:37.783162] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:37.938002] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:38.068670] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:38.197047] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:38.326019] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:38.455351] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:38.591164] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:38.722572] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:38.855752] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:38.855932] [INFO ] [CONFIGURE ] CWH: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:19:38.855995] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.5s/test | Remaining: 1326 tests
[2025-10-13T23:19:38.856032] [INFO ] [CONFIGURE ] CWH: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:19:38.856066] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_realized_volatility']
[2025-10-13T23:19:38.996246] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:39.138186] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:39.281756] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:39.426403] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:39.570711] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:39.714445] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:19:39.859430] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:19:40.007980] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:40.161108] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:19:40.310843] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:40.311029] [INFO ] [CONFIGURE ] CWH: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:19:40.311078] [INFO ] [CONFIGURE ] JOB ETA: 33.8m | Avg: 1.5s/test | Remaining: 1325 tests
[2025-10-13T23:19:40.311113] [INFO ] [CONFIGURE ] CWH: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:19:40.311143] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_recent_range_context']
[2025-10-13T23:19:40.433732] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:40.558576] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:40.683067] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:40.807941] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:40.960405] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:41.086868] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:41.213759] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:41.341476] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:41.471045] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:41.600533] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:41.600727] [INFO ] [CONFIGURE ] CWH: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:19:41.600811] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.5s/test | Remaining: 1324 tests
[2025-10-13T23:19:41.600848] [INFO ] [CONFIGURE ] CWH: Testing feature 24/29: add_rsi
[2025-10-13T23:19:41.600880] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:19:41.747321] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:41.893025] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:42.037125] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:42.182740] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:42.330841] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:42.496342] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:42.646826] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:42.793930] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:42.938324] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:43.087996] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:43.088192] [INFO ] [CONFIGURE ] CWH: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:19:43.088248] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.5s/test | Remaining: 1323 tests
[2025-10-13T23:19:43.088290] [INFO ] [CONFIGURE ] CWH: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:19:43.088324] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:19:43.208100] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:43.327207] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:43.445627] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:43.570218] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:43.695262] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:43.815978] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:43.936671] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:44.059539] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:44.182765] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:44.304504] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:44.304710] [INFO ] [CONFIGURE ] CWH: KEPT add_tick_distribution (score: 90.00%)
[2025-10-13T23:19:44.304798] [INFO ] [CONFIGURE ] JOB ETA: 33.7m | Avg: 1.5s/test | Remaining: 1322 tests
[2025-10-13T23:19:44.304836] [INFO ] [CONFIGURE ] CWH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:19:44.304867] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_tick_distribution', 'add_volume_momentum_confirmation']
[2025-10-13T23:19:44.435444] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:44.567175] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:44.690504] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:44.816359] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:19:44.935567] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:45.065512] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:45.195846] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:45.329171] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:45.459735] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:45.591634] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:45.591809] [INFO ] [CONFIGURE ] CWH: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:19:45.591895] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.5s/test | Remaining: 1321 tests
[2025-10-13T23:19:45.591934] [INFO ] [CONFIGURE ] CWH: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:19:45.591965] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_tick_distribution', 'add_volume_price_divergence']
[2025-10-13T23:19:45.726609] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:19:45.861822] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:46.001009] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:46.141945] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:46.281958] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:46.424556] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:46.585060] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:46.732599] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:46.879321] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:47.053395] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:47.053553] [INFO ] [CONFIGURE ] CWH: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:19:47.053598] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.5s/test | Remaining: 1320 tests
[2025-10-13T23:19:47.053632] [INFO ] [CONFIGURE ] CWH: Testing feature 28/29: add_volume_profile
[2025-10-13T23:19:47.053701] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_tick_distribution', 'add_volume_profile']
[2025-10-13T23:19:47.183154] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:47.311633] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:47.441110] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:47.571760] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:47.703615] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:47.840522] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:47.977114] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:48.113663] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:48.244777] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:48.378925] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:48.379094] [INFO ] [CONFIGURE ] CWH: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:19:48.379140] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.5s/test | Remaining: 1319 tests
[2025-10-13T23:19:48.379175] [INFO ] [CONFIGURE ] CWH: Testing feature 29/29: add_vwap
[2025-10-13T23:19:48.379208] [INFO ] [CONFIGURE ] CWH: Testing with features: ['add_daily_returns', 'add_tick_distribution', 'add_vwap']
[2025-10-13T23:19:48.512023] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:19:48.648826] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:48.783608] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:19:48.918560] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:19:49.057314] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:49.194529] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:19:49.332246] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:19:49.469364] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:19:49.609002] [DEBUG] [FORECASTER] CWH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:19:49.746919] [DEBUG] [FORECASTER] CWH: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:19:49.747093] [INFO ] [CONFIGURE ] CWH: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:19:49.747138] [INFO ] [CONFIGURE ] JOB ETA: 33.6m | Avg: 1.5s/test | Remaining: 1318 tests
[2025-10-13T23:19:49.747172] [INFO ] [CONFIGURE ] CWH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:19:49.747201] [INFO ] [CONFIGURE ] CWH: Best accuracy: 90.00%
[2025-10-13T23:19:49.747231] [INFO ] [CONFIGURE ] CWH: Best feature set (2 features): ['add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:19:49.747259] [INFO ] [CONFIGURE ] CWH: Improvement over baseline: 40.00%
[2025-10-13T23:19:49.747285] [INFO ] [CONFIGURE ] CWH: Total time: 37.9 seconds
[2025-10-13T23:19:49.747311] [INFO ] [CONFIGURE ] CWH: Average time per feature: 1.3 seconds
[2025-10-13T23:19:49.747338] [INFO ] [CONFIGURE ] CWH: Average speed: 0.77 features/sec
[2025-10-13T23:19:49.747959] [INFO ] [LOCAL     ] Saved configuration for CWH: 2 features, 90.00% accuracy -> ./output/feature-sets/CWH.json
[2025-10-13T23:19:49.748015] [INFO ] [CONFIGURE ] CWH: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T23:19:49.748054] [INFO ] [sig       ] [46/91] Successfully configured CWH | 0.02 sym/s | Total: 34.5m | ETA: 33.8m
[2025-10-13T23:19:49.748086] [INFO ] [sig       ] [47/91] Configuring DBL...
[2025-10-13T23:19:49.748114] [INFO ] [CONFIGURE ] DBL: Configurate test run.
[2025-10-13T23:19:49.748154] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBL' from 'https://tdm.silogroup.org/data/derivative_storage/DBL.csv'.
[2025-10-13T23:19:49.758412] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBL'.
[2025-10-13T23:19:49.758855] [INFO ] [CONFIGURE ] DBL: Testing with 29 available features
[2025-10-13T23:19:49.758910] [INFO ] [CONFIGURE ] DBL: Establishing baseline with no features...
[2025-10-13T23:19:49.869795] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:19:49.979328] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:50.101551] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:50.212683] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:50.323128] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:50.432528] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:50.543495] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:50.662868] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:50.778123] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:50.892005] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:50.892147] [INFO ] [CONFIGURE ] DBL: Baseline score (no features): 50.00%
[2025-10-13T23:19:50.892193] [INFO ] [CONFIGURE ] DBL: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:19:50.892225] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:19:51.018701] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:19:51.142956] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:51.266134] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:51.389858] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:51.512480] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:51.635175] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:51.761069] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:51.902346] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:52.027459] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:52.153435] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:52.153618] [INFO ] [CONFIGURE ] DBL: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:19:52.153704] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.5s/test | Remaining: 1317 tests
[2025-10-13T23:19:52.153752] [INFO ] [CONFIGURE ] DBL: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:19:52.153787] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:19:52.278673] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:19:52.403521] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:52.532568] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:52.660098] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:52.788078] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:52.918544] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:53.071019] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:19:53.201196] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:53.331293] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:53.467895] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:19:53.468085] [INFO ] [CONFIGURE ] DBL: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-13T23:19:53.468133] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.5s/test | Remaining: 1316 tests
[2025-10-13T23:19:53.468167] [INFO ] [CONFIGURE ] DBL: Testing feature 3/29: add_daily_returns
[2025-10-13T23:19:53.468199] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_daily_returns']
[2025-10-13T23:19:53.610466] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:19:53.752877] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:53.915000] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:54.032385] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:54.147138] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:19:54.261117] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:54.374606] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:54.493744] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:54.612817] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:54.729855] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:54.730090] [INFO ] [CONFIGURE ] DBL: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:19:54.730150] [INFO ] [CONFIGURE ] JOB ETA: 33.5m | Avg: 1.5s/test | Remaining: 1315 tests
[2025-10-13T23:19:54.730187] [INFO ] [CONFIGURE ] DBL: Testing feature 4/29: add_ema
[2025-10-13T23:19:54.730218] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_ema']
[2025-10-13T23:19:54.857843] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:19:54.985448] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:19:55.112076] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:55.247366] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:55.379541] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:55.510904] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:55.642898] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:55.777577] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:55.910614] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:56.043427] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:56.043613] [INFO ] [CONFIGURE ] DBL: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:19:56.043696] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.5s/test | Remaining: 1314 tests
[2025-10-13T23:19:56.043748] [INFO ] [CONFIGURE ] DBL: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:19:56.043783] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:19:56.188496] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:19:56.339789] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:56.483757] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:56.630430] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:19:56.771122] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:56.906305] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:19:57.042538] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:57.186119] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:57.325910] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:57.475615] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:57.475807] [INFO ] [CONFIGURE ] DBL: DISCARDED add_exhaustion_signals (score: 20.00%)
[2025-10-13T23:19:57.475880] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.5s/test | Remaining: 1313 tests
[2025-10-13T23:19:57.475937] [INFO ] [CONFIGURE ] DBL: Testing feature 6/29: add_failed_moves
[2025-10-13T23:19:57.475971] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_failed_moves']
[2025-10-13T23:19:57.590961] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:19:57.708107] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:57.824466] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:57.941377] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:58.058206] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:58.176398] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:58.293579] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:58.411521] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:58.530922] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:58.651164] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:58.651320] [INFO ] [CONFIGURE ] DBL: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T23:19:58.651365] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.5s/test | Remaining: 1312 tests
[2025-10-13T23:19:58.651399] [INFO ] [CONFIGURE ] DBL: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:19:58.651430] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_lag_shelf']
[2025-10-13T23:19:58.758177] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:19:58.862956] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:19:58.967811] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:19:59.073589] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:19:59.181935] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:19:59.291147] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:19:59.399752] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:19:59.509031] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:19:59.619032] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:19:59.730667] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:19:59.730812] [INFO ] [CONFIGURE ] DBL: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:19:59.730855] [INFO ] [CONFIGURE ] JOB ETA: 33.4m | Avg: 1.5s/test | Remaining: 1311 tests
[2025-10-13T23:19:59.730888] [INFO ] [CONFIGURE ] DBL: Testing feature 8/29: add_macd
[2025-10-13T23:19:59.730918] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:19:59.874874] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:00.020933] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:00.171510] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:00.323629] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:00.474076] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:00.624161] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:00.775274] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:00.925834] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:01.075390] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:01.226235] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:01.226437] [INFO ] [CONFIGURE ] DBL: DISCARDED add_macd (score: 30.00%)
[2025-10-13T23:20:01.226503] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.5s/test | Remaining: 1310 tests
[2025-10-13T23:20:01.226541] [INFO ] [CONFIGURE ] DBL: Testing feature 9/29: add_mfi
[2025-10-13T23:20:01.226572] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_mfi']
[2025-10-13T23:20:01.347787] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:01.473914] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:01.618446] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:01.745204] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:01.875830] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:02.011131] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:02.181525] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:20:02.327618] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:02.459197] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:02.584053] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:02.584198] [INFO ] [CONFIGURE ] DBL: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:20:02.584242] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.5s/test | Remaining: 1309 tests
[2025-10-13T23:20:02.584276] [INFO ] [CONFIGURE ] DBL: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:20:02.584306] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:20:02.716146] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:02.851289] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:02.983801] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:03.117016] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:03.251389] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:03.398483] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:03.538128] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:03.679367] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:03.822710] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:03.970565] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:03.970782] [INFO ] [CONFIGURE ] DBL: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:20:03.970836] [INFO ] [CONFIGURE ] JOB ETA: 33.3m | Avg: 1.5s/test | Remaining: 1308 tests
[2025-10-13T23:20:03.970873] [INFO ] [CONFIGURE ] DBL: Testing feature 11/29: add_obv_daily
[2025-10-13T23:20:03.970904] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_obv_daily']
[2025-10-13T23:20:04.091373] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:04.214964] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:04.335987] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:04.458634] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:04.584286] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:04.708202] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:20:04.829234] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:04.949693] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:05.069909] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:05.232487] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:05.232734] [INFO ] [CONFIGURE ] DBL: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:20:05.232796] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.5s/test | Remaining: 1307 tests
[2025-10-13T23:20:05.232836] [INFO ] [CONFIGURE ] DBL: Testing feature 12/29: add_obv_interval
[2025-10-13T23:20:05.232869] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_obv_interval']
[2025-10-13T23:20:05.351542] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:05.468313] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:05.583368] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:05.706839] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:05.823140] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:05.939762] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:06.059113] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:06.177836] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:06.296142] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:06.420007] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:06.420215] [INFO ] [CONFIGURE ] DBL: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:20:06.420273] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.5s/test | Remaining: 1306 tests
[2025-10-13T23:20:06.420311] [INFO ] [CONFIGURE ] DBL: Testing feature 13/29: add_opening_strength
[2025-10-13T23:20:06.420347] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:20:06.542661] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:06.700185] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:06.836918] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:06.967760] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:07.100120] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:07.239612] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:20:07.375151] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:20:07.508036] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:07.642387] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:07.773631] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:07.773831] [INFO ] [CONFIGURE ] DBL: DISCARDED add_opening_strength (score: 10.00%)
[2025-10-13T23:20:07.773879] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.5s/test | Remaining: 1305 tests
[2025-10-13T23:20:07.773913] [INFO ] [CONFIGURE ] DBL: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:20:07.773944] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:20:07.897056] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:08.019256] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:08.141273] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:08.280233] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:08.403202] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:08.526194] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:08.649222] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:08.772462] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:08.895811] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:09.019826] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:09.019975] [INFO ] [CONFIGURE ] DBL: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:20:09.020019] [INFO ] [CONFIGURE ] JOB ETA: 33.2m | Avg: 1.5s/test | Remaining: 1304 tests
[2025-10-13T23:20:09.020052] [INFO ] [CONFIGURE ] DBL: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:20:09.020083] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:20:09.122253] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:09.230443] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:09.346462] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:09.468143] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:09.574846] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:09.682722] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:09.789175] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:09.897292] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:10.006362] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:10.127183] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:10.127384] [INFO ] [CONFIGURE ] DBL: KEPT add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:20:10.127476] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.5s/test | Remaining: 1303 tests
[2025-10-13T23:20:10.127549] [INFO ] [CONFIGURE ] DBL: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:20:10.127700] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-13T23:20:10.255313] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:10.380964] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:10.507257] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:10.636070] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:10.763846] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:10.893545] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:11.022398] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:11.151905] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:11.318430] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:11.445387] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:11.445541] [INFO ] [CONFIGURE ] DBL: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:20:11.445587] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.5s/test | Remaining: 1302 tests
[2025-10-13T23:20:11.445668] [INFO ] [CONFIGURE ] DBL: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:20:11.445726] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-13T23:20:11.564969] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:11.685868] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:11.806743] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:11.926099] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:12.044164] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:12.162383] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:12.281272] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:12.410337] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:12.544178] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:12.670187] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:12.670370] [INFO ] [CONFIGURE ] DBL: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:20:12.670424] [INFO ] [CONFIGURE ] JOB ETA: 33.1m | Avg: 1.5s/test | Remaining: 1301 tests
[2025-10-13T23:20:12.670461] [INFO ] [CONFIGURE ] DBL: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:20:12.670491] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-13T23:20:12.776572] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:12.882345] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:12.992828] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:13.107331] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:13.219450] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:13.331794] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:13.444237] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:13.558578] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:13.672950] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:13.802294] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:13.802525] [INFO ] [CONFIGURE ] DBL: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:20:13.802581] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.5s/test | Remaining: 1300 tests
[2025-10-13T23:20:13.802621] [INFO ] [CONFIGURE ] DBL: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:20:13.802698] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-13T23:20:13.936335] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:14.084466] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:14.206239] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:14.372008] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:14.513482] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:14.664290] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:14.808605] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:14.929044] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:15.050609] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:15.172805] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:15.172971] [INFO ] [CONFIGURE ] DBL: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:20:15.173016] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.5s/test | Remaining: 1299 tests
[2025-10-13T23:20:15.173050] [INFO ] [CONFIGURE ] DBL: Testing feature 20/29: add_price_rejection
[2025-10-13T23:20:15.173080] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-13T23:20:15.294484] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:15.415628] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:15.532302] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:15.652722] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:15.770872] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:15.887966] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:16.012312] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:16.135295] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:16.265946] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:16.390357] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:16.390521] [INFO ] [CONFIGURE ] DBL: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:20:16.390567] [INFO ] [CONFIGURE ] JOB ETA: 33.0m | Avg: 1.5s/test | Remaining: 1298 tests
[2025-10-13T23:20:16.390602] [INFO ] [CONFIGURE ] DBL: Testing feature 21/29: add_range_position
[2025-10-13T23:20:16.390634] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_range_position']
[2025-10-13T23:20:16.515259] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:16.640373] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:16.766167] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:16.892857] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:17.022866] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:17.161412] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:17.290284] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:17.428143] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:17.567837] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:17.700513] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:17.700713] [INFO ] [CONFIGURE ] DBL: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:20:17.700774] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.5s/test | Remaining: 1297 tests
[2025-10-13T23:20:17.700812] [INFO ] [CONFIGURE ] DBL: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:20:17.700845] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-13T23:20:17.843558] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:17.986128] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:18.131069] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:18.271437] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:18.414025] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:18.557101] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:18.699811] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:18.846954] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:18.989951] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:20:19.133930] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:19.134102] [INFO ] [CONFIGURE ] DBL: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:20:19.134146] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.5s/test | Remaining: 1296 tests
[2025-10-13T23:20:19.134181] [INFO ] [CONFIGURE ] DBL: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:20:19.134212] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-13T23:20:19.250410] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:19.367054] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:19.483471] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:19.601564] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:19.720464] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:19.840104] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:19.958370] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:20.076903] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:20.197169] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:20.317159] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:20.317301] [INFO ] [CONFIGURE ] DBL: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:20:20.317345] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.5s/test | Remaining: 1295 tests
[2025-10-13T23:20:20.317380] [INFO ] [CONFIGURE ] DBL: Testing feature 24/29: add_rsi
[2025-10-13T23:20:20.317412] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-13T23:20:20.449757] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:20.583469] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:20.719326] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:20.854719] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:20.989799] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:21.125488] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:21.263848] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:21.400855] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:21.538499] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:21.678345] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:21.678515] [INFO ] [CONFIGURE ] DBL: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:20:21.678560] [INFO ] [CONFIGURE ] JOB ETA: 32.9m | Avg: 1.5s/test | Remaining: 1294 tests
[2025-10-13T23:20:21.678594] [INFO ] [CONFIGURE ] DBL: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:20:21.678625] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-13T23:20:21.792764] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:21.910556] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:20:22.023098] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:22.135492] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:22.248965] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:22.362570] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:22.476593] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:22.591058] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:22.707042] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:22.822724] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:22.822867] [INFO ] [CONFIGURE ] DBL: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:20:22.822911] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.5s/test | Remaining: 1293 tests
[2025-10-13T23:20:22.823011] [INFO ] [CONFIGURE ] DBL: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:20:22.823052] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-13T23:20:22.934853] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:23.047283] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:23.160944] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:23.273634] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:23.415132] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:23.530152] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:23.648960] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:23.766174] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:23.885015] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:24.001802] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:24.001943] [INFO ] [CONFIGURE ] DBL: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:20:24.001987] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.5s/test | Remaining: 1292 tests
[2025-10-13T23:20:24.002023] [INFO ] [CONFIGURE ] DBL: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:20:24.002055] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-13T23:20:24.124893] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:24.247459] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:24.370520] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:24.493861] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:24.618002] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:24.742329] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:24.867407] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:24.998364] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:25.125871] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:25.260391] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:25.260566] [INFO ] [CONFIGURE ] DBL: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:20:25.260629] [INFO ] [CONFIGURE ] JOB ETA: 32.8m | Avg: 1.5s/test | Remaining: 1291 tests
[2025-10-13T23:20:25.260702] [INFO ] [CONFIGURE ] DBL: Testing feature 28/29: add_volume_profile
[2025-10-13T23:20:25.260744] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-13T23:20:25.375069] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:25.488459] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:25.603034] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:25.717858] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:25.833294] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:25.950129] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:26.067534] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:26.186604] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:26.317281] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:26.463007] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:26.463149] [INFO ] [CONFIGURE ] DBL: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:20:26.463192] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.5s/test | Remaining: 1290 tests
[2025-10-13T23:20:26.463227] [INFO ] [CONFIGURE ] DBL: Testing feature 29/29: add_vwap
[2025-10-13T23:20:26.463258] [INFO ] [CONFIGURE ] DBL: Testing with features: ['add_pbf_morning_momentum', 'add_vwap']
[2025-10-13T23:20:26.581076] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:26.697589] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:20:26.812987] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:20:26.944062] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:27.088812] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:27.216881] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:20:27.340123] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:20:27.471420] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:27.594100] [DEBUG] [FORECASTER] DBL: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:20:27.720984] [DEBUG] [FORECASTER] DBL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:27.721154] [INFO ] [CONFIGURE ] DBL: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:20:27.721202] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.5s/test | Remaining: 1289 tests
[2025-10-13T23:20:27.721237] [INFO ] [CONFIGURE ] DBL: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:20:27.721269] [INFO ] [CONFIGURE ] DBL: Best accuracy: 60.00%
[2025-10-13T23:20:27.721302] [INFO ] [CONFIGURE ] DBL: Best feature set (1 features): ['add_pbf_morning_momentum']
[2025-10-13T23:20:27.721331] [INFO ] [CONFIGURE ] DBL: Improvement over baseline: 10.00%
[2025-10-13T23:20:27.721359] [INFO ] [CONFIGURE ] DBL: Total time: 36.8 seconds
[2025-10-13T23:20:27.721386] [INFO ] [CONFIGURE ] DBL: Average time per feature: 1.3 seconds
[2025-10-13T23:20:27.721415] [INFO ] [CONFIGURE ] DBL: Average speed: 0.79 features/sec
[2025-10-13T23:20:27.721801] [INFO ] [LOCAL     ] Saved configuration for DBL: 1 features, 60.00% accuracy -> ./output/feature-sets/DBL.json
[2025-10-13T23:20:27.721851] [INFO ] [CONFIGURE ] DBL: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-13T23:20:27.721902] [INFO ] [sig       ] [47/91] Successfully configured DBL | 0.02 sym/s | Total: 35.2m | ETA: 32.9m
[2025-10-13T23:20:27.721971] [INFO ] [sig       ] [48/91] Configuring DDL...
[2025-10-13T23:20:27.722026] [INFO ] [CONFIGURE ] DDL: Configurate test run.
[2025-10-13T23:20:27.722082] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDL' from 'https://tdm.silogroup.org/data/derivative_storage/DDL.csv'.
[2025-10-13T23:20:27.733805] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDL'.
[2025-10-13T23:20:27.734233] [INFO ] [CONFIGURE ] DDL: Testing with 29 available features
[2025-10-13T23:20:27.734290] [INFO ] [CONFIGURE ] DDL: Establishing baseline with no features...
[2025-10-13T23:20:27.841334] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:27.947359] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:28.048449] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:28.149886] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:28.255408] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:20:28.358118] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:28.459714] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:20:28.560715] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:28.662278] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:20:28.764321] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:28.764466] [INFO ] [CONFIGURE ] DDL: Baseline score (no features): 50.00%
[2025-10-13T23:20:28.764509] [INFO ] [CONFIGURE ] DDL: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:20:28.764542] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:20:28.876515] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:28.991343] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.104542] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:29.219116] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.332970] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:20:29.477202] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.592346] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.711271] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.826119] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:20:29.942404] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:29.942552] [INFO ] [CONFIGURE ] DDL: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:20:29.942595] [INFO ] [CONFIGURE ] JOB ETA: 32.7m | Avg: 1.5s/test | Remaining: 1288 tests
[2025-10-13T23:20:29.942629] [INFO ] [CONFIGURE ] DDL: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:20:29.942694] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:20:30.057466] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:30.173572] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:30.294816] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:30.419916] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:30.542252] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:30.665294] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:30.788090] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:30.911933] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:31.036316] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:31.161911] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:31.162065] [INFO ] [CONFIGURE ] DDL: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T23:20:31.162109] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.5s/test | Remaining: 1287 tests
[2025-10-13T23:20:31.162142] [INFO ] [CONFIGURE ] DDL: Testing feature 3/29: add_daily_returns
[2025-10-13T23:20:31.162171] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:20:31.286865] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:31.411758] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:31.537739] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:31.665536] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:31.793933] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:31.926943] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:32.055417] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:20:32.185727] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:32.316016] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:32.444498] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:32.444665] [INFO ] [CONFIGURE ] DDL: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:20:32.444726] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.5s/test | Remaining: 1286 tests
[2025-10-13T23:20:32.444764] [INFO ] [CONFIGURE ] DDL: Testing feature 4/29: add_ema
[2025-10-13T23:20:32.444796] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:20:32.584506] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:32.724465] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:32.865532] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:33.007175] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:33.156477] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:33.307150] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:33.456858] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:33.602200] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:33.748812] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:33.898546] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:33.898730] [INFO ] [CONFIGURE ] DDL: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:20:33.898849] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.5s/test | Remaining: 1285 tests
[2025-10-13T23:20:33.898892] [INFO ] [CONFIGURE ] DDL: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:20:33.898923] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:20:34.048501] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:34.200968] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:34.350405] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:34.499474] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:34.649633] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:34.802322] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:34.952083] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:35.104602] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:35.260553] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:35.415586] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:35.415770] [INFO ] [CONFIGURE ] DDL: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:20:35.415821] [INFO ] [CONFIGURE ] JOB ETA: 32.6m | Avg: 1.5s/test | Remaining: 1284 tests
[2025-10-13T23:20:35.415857] [INFO ] [CONFIGURE ] DDL: Testing feature 6/29: add_failed_moves
[2025-10-13T23:20:35.415888] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:20:35.574964] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:35.705241] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:35.835520] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:35.966026] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:36.096055] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:36.229307] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:36.361515] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:36.493736] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:36.625140] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:36.769151] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:36.769310] [INFO ] [CONFIGURE ] DDL: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:20:36.769408] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.5s/test | Remaining: 1283 tests
[2025-10-13T23:20:36.769475] [INFO ] [CONFIGURE ] DDL: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:20:36.769516] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:20:36.893849] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:37.018143] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:37.143501] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:37.267063] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:37.391063] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:37.521639] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:37.652429] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:37.791072] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:37.921591] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:38.051140] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:38.051291] [INFO ] [CONFIGURE ] DDL: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:20:38.051334] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.5s/test | Remaining: 1282 tests
[2025-10-13T23:20:38.051368] [INFO ] [CONFIGURE ] DDL: Testing feature 8/29: add_macd
[2025-10-13T23:20:38.051398] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:20:38.217977] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:38.382512] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:38.543409] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:38.707449] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:20:38.872352] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:39.035965] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:39.204419] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:39.371679] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:39.538950] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:39.705197] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:39.705392] [INFO ] [CONFIGURE ] DDL: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:20:39.705437] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.5s/test | Remaining: 1281 tests
[2025-10-13T23:20:39.705473] [INFO ] [CONFIGURE ] DDL: Testing feature 9/29: add_mfi
[2025-10-13T23:20:39.705504] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:20:39.844774] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:39.987485] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:40.131344] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:40.274350] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:40.422753] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:40.565452] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:40.705250] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:40.846822] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:40.988160] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:41.128899] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:41.129049] [INFO ] [CONFIGURE ] DDL: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:20:41.129101] [INFO ] [CONFIGURE ] JOB ETA: 32.5m | Avg: 1.5s/test | Remaining: 1280 tests
[2025-10-13T23:20:41.129137] [INFO ] [CONFIGURE ] DDL: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:20:41.129167] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:20:41.283489] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:41.439171] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:41.622129] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:41.776938] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:41.933085] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:42.092220] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:42.250662] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:42.409305] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:42.568182] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:42.726236] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:42.726375] [INFO ] [CONFIGURE ] DDL: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:20:42.726418] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.5s/test | Remaining: 1279 tests
[2025-10-13T23:20:42.726453] [INFO ] [CONFIGURE ] DDL: Testing feature 11/29: add_obv_daily
[2025-10-13T23:20:42.726483] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:20:42.857029] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:42.989019] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:43.123528] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:43.258054] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:43.391721] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:43.531517] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:43.667090] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:20:43.802040] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:43.937492] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:44.072726] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:44.072848] [INFO ] [CONFIGURE ] DDL: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:20:44.072892] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.5s/test | Remaining: 1278 tests
[2025-10-13T23:20:44.072926] [INFO ] [CONFIGURE ] DDL: Testing feature 12/29: add_obv_interval
[2025-10-13T23:20:44.072955] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:20:44.201266] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:44.333631] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:44.464532] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:44.595948] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:44.727380] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:44.859004] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:20:44.995421] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:45.128115] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:45.264446] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:45.394673] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:45.394833] [INFO ] [CONFIGURE ] DDL: KEPT add_obv_interval (score: 70.00%)
[2025-10-13T23:20:45.394878] [INFO ] [CONFIGURE ] JOB ETA: 32.4m | Avg: 1.5s/test | Remaining: 1277 tests
[2025-10-13T23:20:45.394912] [INFO ] [CONFIGURE ] DDL: Testing feature 13/29: add_opening_strength
[2025-10-13T23:20:45.394943] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:20:45.549466] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:45.698185] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:45.846208] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:45.993266] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:46.141618] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:46.287867] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:46.436529] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:20:46.584005] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:46.735064] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:46.884939] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:46.885091] [INFO ] [CONFIGURE ] DDL: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:20:46.885134] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.5s/test | Remaining: 1276 tests
[2025-10-13T23:20:46.885167] [INFO ] [CONFIGURE ] DDL: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:20:46.885197] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T23:20:47.032817] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:47.181751] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:47.329564] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:47.482185] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:47.636923] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:47.797039] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:20:47.961527] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:48.120242] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:48.279442] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:48.441550] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:48.441762] [INFO ] [CONFIGURE ] DDL: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:20:48.441816] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.5s/test | Remaining: 1275 tests
[2025-10-13T23:20:48.441855] [INFO ] [CONFIGURE ] DDL: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:20:48.441888] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T23:20:48.577705] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:48.713391] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:48.850297] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:48.988048] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:49.126355] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:49.268434] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:49.423859] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:49.578608] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:49.749961] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:49.905522] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:49.905795] [INFO ] [CONFIGURE ] DDL: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:20:49.905871] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.5s/test | Remaining: 1274 tests
[2025-10-13T23:20:49.905936] [INFO ] [CONFIGURE ] DDL: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:20:49.905973] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T23:20:50.067155] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:50.222460] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:50.382083] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:50.542873] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:50.728636] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:50.885051] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:51.062613] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:51.228499] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:51.395006] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:51.559787] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:51.560018] [INFO ] [CONFIGURE ] DDL: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:20:51.560068] [INFO ] [CONFIGURE ] JOB ETA: 32.3m | Avg: 1.5s/test | Remaining: 1273 tests
[2025-10-13T23:20:51.560105] [INFO ] [CONFIGURE ] DDL: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:20:51.560140] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T23:20:51.731706] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:51.898502] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:52.070050] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:52.225747] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:52.388159] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:52.555534] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:20:52.725342] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:52.890243] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:53.052905] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:20:53.224851] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:53.225141] [INFO ] [CONFIGURE ] DDL: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:20:53.225240] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.5s/test | Remaining: 1272 tests
[2025-10-13T23:20:53.225294] [INFO ] [CONFIGURE ] DDL: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:20:53.225331] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T23:20:53.384630] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:53.542291] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:53.696918] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:53.848991] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:54.005605] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:54.152059] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:54.289345] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:54.438067] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:54.594841] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:54.746883] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:54.747208] [INFO ] [CONFIGURE ] DDL: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:20:54.747282] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.5s/test | Remaining: 1271 tests
[2025-10-13T23:20:54.747337] [INFO ] [CONFIGURE ] DDL: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:20:54.747400] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T23:20:54.891693] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:55.036464] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:55.186150] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:55.336123] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:55.481624] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:55.633036] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:20:55.768205] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:55.906711] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:56.045620] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:56.180985] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:56.181148] [INFO ] [CONFIGURE ] DDL: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:20:56.181194] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.5s/test | Remaining: 1270 tests
[2025-10-13T23:20:56.181231] [INFO ] [CONFIGURE ] DDL: Testing feature 20/29: add_price_rejection
[2025-10-13T23:20:56.181263] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_price_rejection']
[2025-10-13T23:20:56.328136] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:56.472380] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:56.615346] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:56.794819] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:56.937059] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:57.080468] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:20:57.231981] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:57.392067] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:20:57.537477] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:57.681974] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:57.682148] [INFO ] [CONFIGURE ] DDL: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:20:57.682211] [INFO ] [CONFIGURE ] JOB ETA: 32.2m | Avg: 1.5s/test | Remaining: 1269 tests
[2025-10-13T23:20:57.682248] [INFO ] [CONFIGURE ] DDL: Testing feature 21/29: add_range_position
[2025-10-13T23:20:57.682280] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_range_position']
[2025-10-13T23:20:57.835627] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:20:57.991672] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:58.136337] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:58.281583] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:20:58.433670] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:20:58.579473] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:20:58.726986] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:20:58.872510] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:20:59.023572] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:20:59.172959] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:20:59.173101] [INFO ] [CONFIGURE ] DDL: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:20:59.173161] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.5s/test | Remaining: 1268 tests
[2025-10-13T23:20:59.173221] [INFO ] [CONFIGURE ] DDL: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:20:59.173255] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_realized_volatility']
[2025-10-13T23:20:59.333306] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:20:59.494593] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:20:59.661494] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:20:59.856827] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:00.022045] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:00.186628] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:00.366335] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:00.560433] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:00.746790] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:00.934425] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:00.934618] [INFO ] [CONFIGURE ] DDL: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:21:00.934696] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.5s/test | Remaining: 1267 tests
[2025-10-13T23:21:00.934749] [INFO ] [CONFIGURE ] DDL: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:21:00.934784] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_recent_range_context']
[2025-10-13T23:21:01.084515] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:21:01.232016] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:01.376009] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:01.526912] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:01.670442] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:01.809497] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:01.948777] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:02.086134] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:02.230027] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:02.379119] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:02.379280] [INFO ] [CONFIGURE ] DDL: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:21:02.379329] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.5s/test | Remaining: 1266 tests
[2025-10-13T23:21:02.379366] [INFO ] [CONFIGURE ] DDL: Testing feature 24/29: add_rsi
[2025-10-13T23:21:02.379400] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T23:21:02.547343] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:21:02.708712] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:02.895839] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:03.061998] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:03.222850] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:03.387802] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:03.558246] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:03.737256] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:03.912790] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:04.091982] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:04.092408] [INFO ] [CONFIGURE ] DDL: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:21:04.092529] [INFO ] [CONFIGURE ] JOB ETA: 32.1m | Avg: 1.5s/test | Remaining: 1265 tests
[2025-10-13T23:21:04.092601] [INFO ] [CONFIGURE ] DDL: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:21:04.092705] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_tick_distribution']
[2025-10-13T23:21:04.240234] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:21:04.382353] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:04.523075] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:04.656434] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:04.792019] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:04.927203] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:05.063363] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:05.199332] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:05.337341] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:05.478568] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:05.478789] [INFO ] [CONFIGURE ] DDL: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:21:05.478849] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.5s/test | Remaining: 1264 tests
[2025-10-13T23:21:05.478888] [INFO ] [CONFIGURE ] DDL: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:21:05.478920] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T23:21:05.621787] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:21:05.762827] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:05.915315] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:06.059224] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:06.215192] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:06.356294] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:06.497164] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:06.643440] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:06.794093] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:06.962220] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:06.962428] [INFO ] [CONFIGURE ] DDL: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:21:06.962480] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.5s/test | Remaining: 1263 tests
[2025-10-13T23:21:06.962520] [INFO ] [CONFIGURE ] DDL: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:21:06.962555] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T23:21:07.141526] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:21:07.338726] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:07.556726] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:07.735702] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:07.911706] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:08.064628] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:08.216076] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:08.362510] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:08.511432] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:08.657344] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:08.657480] [INFO ] [CONFIGURE ] DDL: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:21:08.657523] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.5s/test | Remaining: 1262 tests
[2025-10-13T23:21:08.657579] [INFO ] [CONFIGURE ] DDL: Testing feature 28/29: add_volume_profile
[2025-10-13T23:21:08.657631] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_volume_profile']
[2025-10-13T23:21:08.789077] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:21:08.940879] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:09.073784] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:09.208379] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:09.340627] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:09.473863] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:09.608409] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:09.759949] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:09.923257] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:10.082729] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:10.082947] [INFO ] [CONFIGURE ] DDL: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:21:10.082997] [INFO ] [CONFIGURE ] JOB ETA: 32.0m | Avg: 1.5s/test | Remaining: 1261 tests
[2025-10-13T23:21:10.083035] [INFO ] [CONFIGURE ] DDL: Testing feature 29/29: add_vwap
[2025-10-13T23:21:10.083070] [INFO ] [CONFIGURE ] DDL: Testing with features: ['add_cumulative_delta', 'add_obv_interval', 'add_vwap']
[2025-10-13T23:21:10.234119] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:21:10.374350] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:10.517496] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:10.663445] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:21:10.805499] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:10.953355] [DEBUG] [FORECASTER] DDL: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:11.095607] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:21:11.239210] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:11.382075] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:11.525972] [DEBUG] [FORECASTER] DDL: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:21:11.526138] [INFO ] [CONFIGURE ] DDL: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:21:11.526181] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.5s/test | Remaining: 1260 tests
[2025-10-13T23:21:11.526216] [INFO ] [CONFIGURE ] DDL: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:21:11.526274] [INFO ] [CONFIGURE ] DDL: Best accuracy: 70.00%
[2025-10-13T23:21:11.526308] [INFO ] [CONFIGURE ] DDL: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:21:11.526337] [INFO ] [CONFIGURE ] DDL: Improvement over baseline: 20.00%
[2025-10-13T23:21:11.526364] [INFO ] [CONFIGURE ] DDL: Total time: 42.8 seconds
[2025-10-13T23:21:11.526392] [INFO ] [CONFIGURE ] DDL: Average time per feature: 1.5 seconds
[2025-10-13T23:21:11.526419] [INFO ] [CONFIGURE ] DDL: Average speed: 0.68 features/sec
[2025-10-13T23:21:11.527053] [INFO ] [LOCAL     ] Saved configuration for DDL: 2 features, 70.00% accuracy -> ./output/feature-sets/DDL.json
[2025-10-13T23:21:11.527108] [INFO ] [CONFIGURE ] DDL: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T23:21:11.527157] [INFO ] [sig       ] [48/91] Successfully configured DDL | 0.02 sym/s | Total: 35.9m | ETA: 32.2m
[2025-10-13T23:21:11.527212] [INFO ] [sig       ] [49/91] Configuring DDS...
[2025-10-13T23:21:11.527244] [INFO ] [CONFIGURE ] DDS: Configurate test run.
[2025-10-13T23:21:11.527301] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDS' from 'https://tdm.silogroup.org/data/derivative_storage/DDS.csv'.
[2025-10-13T23:21:11.570017] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDS'.
[2025-10-13T23:21:11.570376] [INFO ] [CONFIGURE ] DDS: Testing with 29 available features
[2025-10-13T23:21:11.570430] [INFO ] [CONFIGURE ] DDS: Establishing baseline with no features...
[2025-10-13T23:21:11.672519] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:11.772859] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:21:11.878387] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:11.981667] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:12.084740] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:12.188405] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:12.306689] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:12.416722] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:12.540346] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:12.644042] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:12.644177] [INFO ] [CONFIGURE ] DDS: Baseline score (no features): 30.00%
[2025-10-13T23:21:12.644221] [INFO ] [CONFIGURE ] DDS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:21:12.644255] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:21:12.757387] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:12.869255] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:12.981457] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:13.095207] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:13.208494] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:13.326276] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:13.443513] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:13.558586] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:13.675152] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:13.790837] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:13.790992] [INFO ] [CONFIGURE ] DDS: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-13T23:21:13.791035] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.5s/test | Remaining: 1259 tests
[2025-10-13T23:21:13.791070] [INFO ] [CONFIGURE ] DDS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:21:13.791100] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:21:13.922101] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:14.052067] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:14.184477] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:14.324183] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:14.460054] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:14.598000] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:14.730705] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:14.863038] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:14.995228] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:15.125298] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:15.125494] [INFO ] [CONFIGURE ] DDS: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:21:15.125542] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.5s/test | Remaining: 1258 tests
[2025-10-13T23:21:15.125577] [INFO ] [CONFIGURE ] DDS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:21:15.125608] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:21:15.239497] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:15.371582] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:15.501088] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:15.628668] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:15.759018] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:15.878315] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.003528] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.129491] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.254883] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.377054] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:16.377209] [INFO ] [CONFIGURE ] DDS: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:21:16.377253] [INFO ] [CONFIGURE ] JOB ETA: 31.9m | Avg: 1.5s/test | Remaining: 1257 tests
[2025-10-13T23:21:16.377287] [INFO ] [CONFIGURE ] DDS: Testing feature 4/29: add_ema
[2025-10-13T23:21:16.377318] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:21:16.509800] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.644925] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:16.799165] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:16.933927] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:17.068566] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:17.208180] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:17.343549] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:17.480066] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:17.616577] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:17.752013] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:17.752173] [INFO ] [CONFIGURE ] DDS: KEPT add_ema (score: 50.00%)
[2025-10-13T23:21:17.752217] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.5s/test | Remaining: 1256 tests
[2025-10-13T23:21:17.752252] [INFO ] [CONFIGURE ] DDS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:21:17.752283] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:21:17.907780] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:18.061158] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:18.214976] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:18.372398] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:18.528243] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:18.685970] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:18.849906] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:19.013083] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:19.178141] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:19.342178] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:19.342343] [INFO ] [CONFIGURE ] DDS: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:21:19.342395] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.5s/test | Remaining: 1255 tests
[2025-10-13T23:21:19.342431] [INFO ] [CONFIGURE ] DDS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:21:19.342464] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_failed_moves']
[2025-10-13T23:21:19.483785] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:19.622306] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:19.764226] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:19.905893] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:20.049787] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:20.193857] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:20.338044] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:20.484247] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:20.631378] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:20.780329] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:20.780499] [INFO ] [CONFIGURE ] DDS: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:21:20.780544] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.5s/test | Remaining: 1254 tests
[2025-10-13T23:21:20.780605] [INFO ] [CONFIGURE ] DDS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:21:20.780640] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_lag_shelf']
[2025-10-13T23:21:20.916310] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:21.055257] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:21.191376] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:21.329138] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:21.468436] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:21.610333] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:21.749884] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:21.892717] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:22.032983] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:22.172515] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:22.172698] [INFO ] [CONFIGURE ] DDS: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T23:21:22.172756] [INFO ] [CONFIGURE ] JOB ETA: 31.8m | Avg: 1.5s/test | Remaining: 1253 tests
[2025-10-13T23:21:22.172793] [INFO ] [CONFIGURE ] DDS: Testing feature 8/29: add_macd
[2025-10-13T23:21:22.172825] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:21:22.347944] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:22.521840] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:22.699838] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:22.881524] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:23.060943] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:23.240529] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:23.430209] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:23.619515] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:23.814264] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:24.005039] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:24.005242] [INFO ] [CONFIGURE ] DDS: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:21:24.005290] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.5s/test | Remaining: 1252 tests
[2025-10-13T23:21:24.005329] [INFO ] [CONFIGURE ] DDS: Testing feature 9/29: add_mfi
[2025-10-13T23:21:24.005364] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_mfi']
[2025-10-13T23:21:24.168250] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:24.335628] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:24.502093] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:24.688049] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:24.876096] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:25.031832] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:25.193073] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:25.358173] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:25.522524] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:25.689627] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:25.689843] [INFO ] [CONFIGURE ] DDS: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:21:25.689895] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.5s/test | Remaining: 1251 tests
[2025-10-13T23:21:25.689935] [INFO ] [CONFIGURE ] DDS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:21:25.689970] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:21:25.867541] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:26.040241] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:26.215431] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:26.388155] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:26.559448] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:26.729345] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:26.901104] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:27.103123] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:27.276200] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:27.450155] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:27.450322] [INFO ] [CONFIGURE ] DDS: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:21:27.450369] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.5s/test | Remaining: 1250 tests
[2025-10-13T23:21:27.450410] [INFO ] [CONFIGURE ] DDS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:21:27.450446] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_daily']
[2025-10-13T23:21:27.598564] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:27.746935] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:21:27.894675] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:28.041241] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:28.188175] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:28.336851] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:28.485935] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:28.635406] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:28.786673] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:28.941869] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:21:28.942071] [INFO ] [CONFIGURE ] DDS: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:21:28.942119] [INFO ] [CONFIGURE ] JOB ETA: 31.7m | Avg: 1.5s/test | Remaining: 1249 tests
[2025-10-13T23:21:28.942156] [INFO ] [CONFIGURE ] DDS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:21:28.942188] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_obv_interval']
[2025-10-13T23:21:29.088514] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:21:29.230813] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:29.374975] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:29.518310] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:29.663919] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:29.808620] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:29.954311] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:30.130153] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:30.278241] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:30.431568] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:30.431792] [INFO ] [CONFIGURE ] DDS: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:21:30.431846] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.5s/test | Remaining: 1248 tests
[2025-10-13T23:21:30.431884] [INFO ] [CONFIGURE ] DDS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:21:30.431916] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:21:30.593025] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:30.757145] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:30.915585] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:31.078170] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:31.241272] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:31.414318] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:31.586593] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:31.754361] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:31.913857] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:32.074151] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:32.074332] [INFO ] [CONFIGURE ] DDS: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:21:32.074376] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.5s/test | Remaining: 1247 tests
[2025-10-13T23:21:32.074412] [INFO ] [CONFIGURE ] DDS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:21:32.074442] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:21:32.234492] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:32.397743] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:32.560896] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:32.727078] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:32.889172] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:33.049331] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:33.208132] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:33.369691] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:33.531247] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:33.694781] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:33.694945] [INFO ] [CONFIGURE ] DDS: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:21:33.694989] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.5s/test | Remaining: 1246 tests
[2025-10-13T23:21:33.695023] [INFO ] [CONFIGURE ] DDS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:21:33.695053] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:21:33.834058] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:33.972699] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:34.113355] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:34.253987] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:34.398505] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:34.543496] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:34.693092] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:34.843145] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:34.992567] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:35.146905] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:35.147079] [INFO ] [CONFIGURE ] DDS: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:21:35.147121] [INFO ] [CONFIGURE ] JOB ETA: 31.6m | Avg: 1.5s/test | Remaining: 1245 tests
[2025-10-13T23:21:35.147156] [INFO ] [CONFIGURE ] DDS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:21:35.147188] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:21:35.307029] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:35.458234] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:35.618423] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:35.774183] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:35.923161] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:36.072513] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:36.227946] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:36.377994] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:36.529584] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:36.682725] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:36.682910] [INFO ] [CONFIGURE ] DDS: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:21:36.682958] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.5s/test | Remaining: 1244 tests
[2025-10-13T23:21:36.682994] [INFO ] [CONFIGURE ] DDS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:21:36.683025] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_return_2d']
[2025-10-13T23:21:36.834022] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:36.986415] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:37.147801] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:37.305799] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:37.464036] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:37.621323] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:37.777456] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:37.938269] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:38.105069] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:38.268260] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:38.268441] [INFO ] [CONFIGURE ] DDS: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:21:38.268485] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.5s/test | Remaining: 1243 tests
[2025-10-13T23:21:38.268522] [INFO ] [CONFIGURE ] DDS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:21:38.268554] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:21:38.407789] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:38.551587] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:38.695555] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:38.836217] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:38.977275] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:39.122164] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:39.271394] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:39.422734] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:39.574267] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:39.718320] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:39.718475] [INFO ] [CONFIGURE ] DDS: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:21:39.718519] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.5s/test | Remaining: 1242 tests
[2025-10-13T23:21:39.718554] [INFO ] [CONFIGURE ] DDS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:21:39.718585] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:21:39.857012] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:39.992223] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:40.128837] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:40.266323] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:40.405185] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:40.555104] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:40.703162] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:40.855583] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:41.011004] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:41.161077] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:41.161273] [INFO ] [CONFIGURE ] DDS: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:21:41.161319] [INFO ] [CONFIGURE ] JOB ETA: 31.5m | Avg: 1.5s/test | Remaining: 1241 tests
[2025-10-13T23:21:41.161356] [INFO ] [CONFIGURE ] DDS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:21:41.161388] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_price_rejection']
[2025-10-13T23:21:41.314628] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:41.466730] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:41.620629] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:41.774340] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:41.929347] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:42.084628] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:42.269794] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:42.426733] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:42.590316] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:42.749192] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:42.749343] [INFO ] [CONFIGURE ] DDS: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:21:42.749387] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.5s/test | Remaining: 1240 tests
[2025-10-13T23:21:42.749421] [INFO ] [CONFIGURE ] DDS: Testing feature 21/29: add_range_position
[2025-10-13T23:21:42.749453] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_range_position']
[2025-10-13T23:21:42.906367] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:43.063203] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:43.220730] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:43.379805] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:43.538995] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:43.696804] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:43.854507] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:44.014742] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:44.184263] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:44.348784] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:44.348990] [INFO ] [CONFIGURE ] DDS: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:21:44.349041] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.5s/test | Remaining: 1239 tests
[2025-10-13T23:21:44.349078] [INFO ] [CONFIGURE ] DDS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:21:44.349110] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_realized_volatility']
[2025-10-13T23:21:44.525827] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:44.717832] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:21:44.895465] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:45.076187] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:45.260034] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:45.439735] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:45.624881] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:45.814563] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:46.003338] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:46.199277] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:46.199490] [INFO ] [CONFIGURE ] DDS: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T23:21:46.199536] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.5s/test | Remaining: 1238 tests
[2025-10-13T23:21:46.199573] [INFO ] [CONFIGURE ] DDS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:21:46.199604] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_recent_range_context']
[2025-10-13T23:21:46.352486] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:46.506187] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:46.666001] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:46.822413] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:46.980811] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:47.145430] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:47.303716] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:47.472010] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:47.633297] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:47.795179] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:47.795337] [INFO ] [CONFIGURE ] DDS: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:21:47.795382] [INFO ] [CONFIGURE ] JOB ETA: 31.4m | Avg: 1.5s/test | Remaining: 1237 tests
[2025-10-13T23:21:47.795419] [INFO ] [CONFIGURE ] DDS: Testing feature 24/29: add_rsi
[2025-10-13T23:21:47.795454] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:21:47.947764] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:48.098028] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:48.249160] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:48.407460] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:48.563511] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:48.721734] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:48.878831] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:49.044448] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:49.208855] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:49.368023] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:49.368202] [INFO ] [CONFIGURE ] DDS: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:21:49.368246] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.5s/test | Remaining: 1236 tests
[2025-10-13T23:21:49.368340] [INFO ] [CONFIGURE ] DDS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:21:49.368393] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_tick_distribution']
[2025-10-13T23:21:49.514386] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:49.657218] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:49.801738] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:49.948442] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:50.101875] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:50.251731] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:50.403894] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:50.554692] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:50.711725] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:50.863378] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:50.863566] [INFO ] [CONFIGURE ] DDS: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:21:50.863609] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.5s/test | Remaining: 1235 tests
[2025-10-13T23:21:50.863663] [INFO ] [CONFIGURE ] DDS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:21:50.863727] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_momentum_confirmation']
[2025-10-13T23:21:51.014173] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:51.163811] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:51.339387] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:51.490485] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:51.647333] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:51.802795] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:51.958770] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:52.115401] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:52.269824] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:52.430445] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:52.430611] [INFO ] [CONFIGURE ] DDS: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:21:52.430728] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.5s/test | Remaining: 1234 tests
[2025-10-13T23:21:52.430771] [INFO ] [CONFIGURE ] DDS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:21:52.430803] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_price_divergence']
[2025-10-13T23:21:52.587463] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:52.749072] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:52.911069] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:53.073496] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:53.235837] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:53.396743] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:53.571225] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:53.735841] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:53.923668] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:54.098873] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:54.099052] [INFO ] [CONFIGURE ] DDS: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:21:54.099097] [INFO ] [CONFIGURE ] JOB ETA: 31.3m | Avg: 1.5s/test | Remaining: 1233 tests
[2025-10-13T23:21:54.099133] [INFO ] [CONFIGURE ] DDS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:21:54.099164] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_volume_profile']
[2025-10-13T23:21:54.255266] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:54.436062] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:54.585194] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:54.735684] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:54.890237] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:55.042715] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:55.197276] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:55.350968] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:21:55.508382] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:55.661507] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:55.661710] [INFO ] [CONFIGURE ] DDS: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:21:55.661775] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.5s/test | Remaining: 1232 tests
[2025-10-13T23:21:55.661816] [INFO ] [CONFIGURE ] DDS: Testing feature 29/29: add_vwap
[2025-10-13T23:21:55.661848] [INFO ] [CONFIGURE ] DDS: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_vwap']
[2025-10-13T23:21:55.819562] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:55.970422] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:21:56.121606] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:21:56.275846] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:56.429017] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:21:56.585574] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:21:56.737518] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:21:56.889810] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:57.043902] [DEBUG] [FORECASTER] DDS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:21:57.198350] [DEBUG] [FORECASTER] DDS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:57.198555] [INFO ] [CONFIGURE ] DDS: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:21:57.198601] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.5s/test | Remaining: 1231 tests
[2025-10-13T23:21:57.198637] [INFO ] [CONFIGURE ] DDS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:21:57.198712] [INFO ] [CONFIGURE ] DDS: Best accuracy: 50.00%
[2025-10-13T23:21:57.198754] [INFO ] [CONFIGURE ] DDS: Best feature set (2 features): ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:21:57.198813] [INFO ] [CONFIGURE ] DDS: Improvement over baseline: 20.00%
[2025-10-13T23:21:57.198842] [INFO ] [CONFIGURE ] DDS: Total time: 44.6 seconds
[2025-10-13T23:21:57.198869] [INFO ] [CONFIGURE ] DDS: Average time per feature: 1.5 seconds
[2025-10-13T23:21:57.198896] [INFO ] [CONFIGURE ] DDS: Average speed: 0.65 features/sec
[2025-10-13T23:21:57.199424] [INFO ] [LOCAL     ] Saved configuration for DDS: 2 features, 50.00% accuracy -> ./output/feature-sets/DDS.json
[2025-10-13T23:21:57.199478] [INFO ] [CONFIGURE ] DDS: Configuration saved successfully: 2 features, 50.00% accuracy.
[2025-10-13T23:21:57.199516] [INFO ] [sig       ] [49/91] Successfully configured DDS | 0.02 sym/s | Total: 36.7m | ETA: 31.4m
[2025-10-13T23:21:57.199561] [INFO ] [sig       ] [50/91] Configuring DECK...
[2025-10-13T23:21:57.199617] [INFO ] [CONFIGURE ] DECK: Configurate test run.
[2025-10-13T23:21:57.199676] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DECK' from 'https://tdm.silogroup.org/data/derivative_storage/DECK.csv'.
[2025-10-13T23:21:57.209557] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DECK'.
[2025-10-13T23:21:57.209907] [INFO ] [CONFIGURE ] DECK: Testing with 29 available features
[2025-10-13T23:21:57.209962] [INFO ] [CONFIGURE ] DECK: Establishing baseline with no features...
[2025-10-13T23:21:57.316660] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:21:57.447430] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:21:57.555822] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:21:57.666258] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:57.775923] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:57.885242] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:57.996204] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:21:58.109434] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:58.222441] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:58.334792] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:58.335023] [INFO ] [CONFIGURE ] DECK: Baseline score (no features): 30.00%
[2025-10-13T23:21:58.335087] [INFO ] [CONFIGURE ] DECK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:21:58.335123] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:21:58.450361] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:21:58.570252] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:21:58.691746] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:21:58.813052] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:21:58.933608] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:21:59.062524] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:21:59.187015] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:21:59.315538] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:21:59.441975] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:21:59.578222] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:21:59.578457] [INFO ] [CONFIGURE ] DECK: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T23:21:59.578534] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.5s/test | Remaining: 1230 tests
[2025-10-13T23:21:59.578573] [INFO ] [CONFIGURE ] DECK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:21:59.578607] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:21:59.730771] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:21:59.915581] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:00.110045] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:00.273031] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:00.436071] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:00.574326] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:00.710529] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:00.851636] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:00.999993] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:01.134604] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:01.134798] [INFO ] [CONFIGURE ] DECK: KEPT add_cumulative_delta (score: 60.00%)
[2025-10-13T23:22:01.134848] [INFO ] [CONFIGURE ] JOB ETA: 31.2m | Avg: 1.5s/test | Remaining: 1229 tests
[2025-10-13T23:22:01.134884] [INFO ] [CONFIGURE ] DECK: Testing feature 3/29: add_daily_returns
[2025-10-13T23:22:01.134913] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:22:01.269876] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:22:01.407202] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:01.545116] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:01.693306] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:01.854245] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:02.005398] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:02.151723] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:02.297551] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:02.446092] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:02.597063] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:02.597330] [INFO ] [CONFIGURE ] DECK: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:22:02.597387] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.5s/test | Remaining: 1228 tests
[2025-10-13T23:22:02.597426] [INFO ] [CONFIGURE ] DECK: Testing feature 4/29: add_ema
[2025-10-13T23:22:02.597459] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T23:22:02.752206] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:02.902994] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:03.069572] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:03.249319] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:03.420701] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:03.580114] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:03.733763] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:03.888361] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:04.043042] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:04.198169] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:04.198396] [INFO ] [CONFIGURE ] DECK: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:22:04.198441] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.5s/test | Remaining: 1227 tests
[2025-10-13T23:22:04.198478] [INFO ] [CONFIGURE ] DECK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:22:04.198513] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:22:04.355791] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:04.512371] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:04.668769] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:04.826434] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:04.984676] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:05.144161] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:05.303549] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:05.462287] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:05.623561] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:05.787458] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:05.787703] [INFO ] [CONFIGURE ] DECK: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:22:05.787766] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.5s/test | Remaining: 1226 tests
[2025-10-13T23:22:05.787804] [INFO ] [CONFIGURE ] DECK: Testing feature 6/29: add_failed_moves
[2025-10-13T23:22:05.787836] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:22:05.950878] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:06.104861] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:06.249464] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:06.392277] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:06.575519] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:06.721359] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:06.873740] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:07.027996] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:07.183764] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:07.342024] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:07.342277] [INFO ] [CONFIGURE ] DECK: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:22:07.342343] [INFO ] [CONFIGURE ] JOB ETA: 31.1m | Avg: 1.5s/test | Remaining: 1225 tests
[2025-10-13T23:22:07.342448] [INFO ] [CONFIGURE ] DECK: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:22:07.342502] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:22:07.488746] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:07.639711] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:07.789515] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:07.939061] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:08.084506] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:08.236553] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:08.379767] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:08.524581] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:08.667794] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:08.811861] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:08.812043] [INFO ] [CONFIGURE ] DECK: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:22:08.812087] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.5s/test | Remaining: 1224 tests
[2025-10-13T23:22:08.812121] [INFO ] [CONFIGURE ] DECK: Testing feature 8/29: add_macd
[2025-10-13T23:22:08.812152] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:22:08.985991] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:09.160332] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:09.331409] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:09.506363] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:09.683903] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:09.852628] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:22:10.028968] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:10.207940] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:10.389807] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:10.562245] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:22:10.562486] [INFO ] [CONFIGURE ] DECK: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:22:10.562533] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.5s/test | Remaining: 1223 tests
[2025-10-13T23:22:10.562569] [INFO ] [CONFIGURE ] DECK: Testing feature 9/29: add_mfi
[2025-10-13T23:22:10.562600] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-13T23:22:10.710250] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:10.856476] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:11.002741] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:11.146964] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:11.292846] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:11.445122] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:11.600376] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:11.758745] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:11.906852] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:12.061608] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:12.061850] [INFO ] [CONFIGURE ] DECK: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:22:12.061920] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.5s/test | Remaining: 1222 tests
[2025-10-13T23:22:12.061980] [INFO ] [CONFIGURE ] DECK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:22:12.062026] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:22:12.226548] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:12.391218] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:12.558559] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:12.723602] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:12.888552] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:13.056581] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:13.223802] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:13.392181] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:13.560737] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:13.731425] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:13.731606] [INFO ] [CONFIGURE ] DECK: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:22:13.731675] [INFO ] [CONFIGURE ] JOB ETA: 31.0m | Avg: 1.5s/test | Remaining: 1221 tests
[2025-10-13T23:22:13.731730] [INFO ] [CONFIGURE ] DECK: Testing feature 11/29: add_obv_daily
[2025-10-13T23:22:13.731764] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:22:13.872606] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:14.013729] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:14.160036] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:14.303537] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:14.445851] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:14.591435] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:14.733596] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:14.878214] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:15.027291] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:15.173858] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:15.174045] [INFO ] [CONFIGURE ] DECK: KEPT add_obv_daily (score: 70.00%)
[2025-10-13T23:22:15.174089] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.5s/test | Remaining: 1220 tests
[2025-10-13T23:22:15.174125] [INFO ] [CONFIGURE ] DECK: Testing feature 12/29: add_obv_interval
[2025-10-13T23:22:15.174157] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T23:22:15.322458] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:15.469324] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:15.644462] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:15.791188] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:15.943043] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:16.092743] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:16.241870] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:16.389403] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:16.539167] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:16.688739] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:16.688949] [INFO ] [CONFIGURE ] DECK: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:22:16.688995] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.5s/test | Remaining: 1219 tests
[2025-10-13T23:22:16.689030] [INFO ] [CONFIGURE ] DECK: Testing feature 13/29: add_opening_strength
[2025-10-13T23:22:16.689062] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:22:16.841710] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:16.995708] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:17.149470] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:17.305539] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:17.461175] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:17.615313] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:17.769553] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:17.928241] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:18.094675] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:18.266200] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:18.266409] [INFO ] [CONFIGURE ] DECK: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:22:18.266456] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.5s/test | Remaining: 1218 tests
[2025-10-13T23:22:18.266492] [INFO ] [CONFIGURE ] DECK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:22:18.266526] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:22:18.424986] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:22:18.581405] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:18.740000] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:18.897960] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:19.058088] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:19.220328] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:19.384974] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:19.545675] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:19.708039] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:19.877237] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:19.877435] [INFO ] [CONFIGURE ] DECK: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:22:19.877488] [INFO ] [CONFIGURE ] JOB ETA: 30.9m | Avg: 1.5s/test | Remaining: 1217 tests
[2025-10-13T23:22:19.877526] [INFO ] [CONFIGURE ] DECK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:22:19.877586] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:22:20.020845] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:20.162304] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:20.303529] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:20.458064] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:20.606542] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:20.757376] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:20.907287] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:21.064894] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:21.229427] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:21.382260] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:21.382433] [INFO ] [CONFIGURE ] DECK: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:22:21.382476] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.5s/test | Remaining: 1216 tests
[2025-10-13T23:22:21.382510] [INFO ] [CONFIGURE ] DECK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:22:21.382541] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:22:21.538565] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:21.720865] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:21.874124] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:22.027720] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:22.181463] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:22.338144] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:22.494174] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:22.648549] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:22.804393] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:22.963889] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:22.964096] [INFO ] [CONFIGURE ] DECK: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:22:22.964142] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.5s/test | Remaining: 1215 tests
[2025-10-13T23:22:22.964177] [INFO ] [CONFIGURE ] DECK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:22:22.964209] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:22:23.121615] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:23.281064] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:23.436228] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:23.592948] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:23.748442] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:23.905705] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:24.062964] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:24.220311] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:24.377803] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:24.535556] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:24.535769] [INFO ] [CONFIGURE ] DECK: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:22:24.535824] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.5s/test | Remaining: 1214 tests
[2025-10-13T23:22:24.535861] [INFO ] [CONFIGURE ] DECK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:22:24.535893] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:22:24.676997] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:24.816594] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:24.962388] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:25.108715] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:25.263622] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:25.414571] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:25.564132] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:25.718982] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:25.864066] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:26.012060] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:26.012215] [INFO ] [CONFIGURE ] DECK: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:22:26.012261] [INFO ] [CONFIGURE ] JOB ETA: 30.8m | Avg: 1.5s/test | Remaining: 1213 tests
[2025-10-13T23:22:26.012298] [INFO ] [CONFIGURE ] DECK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:22:26.012334] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:22:26.152395] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:26.291725] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:26.434023] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:26.583003] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:26.731571] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:26.883479] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:27.035188] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:27.184857] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:27.335005] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:27.484718] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:27.484898] [INFO ] [CONFIGURE ] DECK: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:22:27.485007] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.5s/test | Remaining: 1212 tests
[2025-10-13T23:22:27.485051] [INFO ] [CONFIGURE ] DECK: Testing feature 20/29: add_price_rejection
[2025-10-13T23:22:27.485083] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_price_rejection']
[2025-10-13T23:22:27.638503] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:27.790771] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:27.944754] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:28.105756] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:28.266484] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:28.429355] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:28.586327] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:28.741400] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:28.896151] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:29.054347] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:29.054558] [INFO ] [CONFIGURE ] DECK: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:22:29.054603] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.5s/test | Remaining: 1211 tests
[2025-10-13T23:22:29.054638] [INFO ] [CONFIGURE ] DECK: Testing feature 21/29: add_range_position
[2025-10-13T23:22:29.054719] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_range_position']
[2025-10-13T23:22:29.217079] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:29.379826] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:29.546563] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:29.710549] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:29.875185] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:30.043200] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:30.210896] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:30.375911] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:30.543855] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:30.711279] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:22:30.711451] [INFO ] [CONFIGURE ] DECK: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:22:30.711495] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.5s/test | Remaining: 1210 tests
[2025-10-13T23:22:30.711530] [INFO ] [CONFIGURE ] DECK: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:22:30.711562] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:22:30.892963] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:31.071488] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:31.247169] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:31.425541] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:31.615250] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:31.790191] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:31.966902] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:32.142331] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:32.319019] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:32.497105] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:32.497321] [INFO ] [CONFIGURE ] DECK: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:22:32.497368] [INFO ] [CONFIGURE ] JOB ETA: 30.7m | Avg: 1.5s/test | Remaining: 1209 tests
[2025-10-13T23:22:32.497405] [INFO ] [CONFIGURE ] DECK: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:22:32.497437] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:22:32.646272] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:32.795592] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:32.941808] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:33.088516] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:33.235635] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:33.386942] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:22:33.536502] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:33.691010] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:33.844165] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:33.994941] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:33.995110] [INFO ] [CONFIGURE ] DECK: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:22:33.995152] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1208 tests
[2025-10-13T23:22:33.995187] [INFO ] [CONFIGURE ] DECK: Testing feature 24/29: add_rsi
[2025-10-13T23:22:33.995219] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:22:34.160817] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:34.327832] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:34.494481] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:34.664707] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:34.832196] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:35.001120] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:35.169726] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:35.338556] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:35.508094] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:35.679540] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:35.679760] [INFO ] [CONFIGURE ] DECK: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:22:35.679813] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1207 tests
[2025-10-13T23:22:35.679851] [INFO ] [CONFIGURE ] DECK: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:22:35.679884] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:22:35.828330] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:35.975852] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:36.133115] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:36.285009] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:36.437551] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:36.587751] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:36.740379] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:36.893999] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:37.047773] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:37.203769] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:37.203960] [INFO ] [CONFIGURE ] DECK: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:22:37.204005] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1206 tests
[2025-10-13T23:22:37.204039] [INFO ] [CONFIGURE ] DECK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:22:37.204070] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:22:37.359174] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:37.517802] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:22:37.675395] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:37.832453] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:37.990201] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:38.144851] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:38.298155] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:38.451994] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:38.610580] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:38.766552] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:38.766743] [INFO ] [CONFIGURE ] DECK: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:22:38.766798] [INFO ] [CONFIGURE ] JOB ETA: 30.6m | Avg: 1.5s/test | Remaining: 1205 tests
[2025-10-13T23:22:38.766835] [INFO ] [CONFIGURE ] DECK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:22:38.766865] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:22:38.927337] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:39.083445] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:39.240929] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:39.399352] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:39.557252] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:39.716233] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:39.898394] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:40.063343] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:40.230118] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:40.393667] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:40.393876] [INFO ] [CONFIGURE ] DECK: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:22:40.393922] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1204 tests
[2025-10-13T23:22:40.393957] [INFO ] [CONFIGURE ] DECK: Testing feature 28/29: add_volume_profile
[2025-10-13T23:22:40.393989] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_volume_profile']
[2025-10-13T23:22:40.550259] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:40.715007] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:40.877824] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:41.046879] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:41.227781] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:41.398391] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:41.570538] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:41.748443] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:41.925575] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:22:42.101303] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:42.101507] [INFO ] [CONFIGURE ] DECK: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:22:42.101561] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1203 tests
[2025-10-13T23:22:42.101607] [INFO ] [CONFIGURE ] DECK: Testing feature 29/29: add_vwap
[2025-10-13T23:22:42.101661] [INFO ] [CONFIGURE ] DECK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily', 'add_vwap']
[2025-10-13T23:22:42.277899] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:22:42.452415] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:22:42.628338] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:22:42.808218] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:22:42.987133] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:43.156080] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:22:43.327287] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:43.497996] [DEBUG] [FORECASTER] DECK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:22:43.669267] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:22:43.840324] [DEBUG] [FORECASTER] DECK: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:22:43.840506] [INFO ] [CONFIGURE ] DECK: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:22:43.840551] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1202 tests
[2025-10-13T23:22:43.840587] [INFO ] [CONFIGURE ] DECK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:22:43.840619] [INFO ] [CONFIGURE ] DECK: Best accuracy: 70.00%
[2025-10-13T23:22:43.840682] [INFO ] [CONFIGURE ] DECK: Best feature set (3 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:22:43.840733] [INFO ] [CONFIGURE ] DECK: Improvement over baseline: 40.00%
[2025-10-13T23:22:43.840764] [INFO ] [CONFIGURE ] DECK: Total time: 45.5 seconds
[2025-10-13T23:22:43.840792] [INFO ] [CONFIGURE ] DECK: Average time per feature: 1.6 seconds
[2025-10-13T23:22:43.840821] [INFO ] [CONFIGURE ] DECK: Average speed: 0.64 features/sec
[2025-10-13T23:22:43.841248] [INFO ] [LOCAL     ] Saved configuration for DECK: 3 features, 70.00% accuracy -> ./output/feature-sets/DECK.json
[2025-10-13T23:22:43.841302] [INFO ] [CONFIGURE ] DECK: Configuration saved successfully: 3 features, 70.00% accuracy.
[2025-10-13T23:22:43.841364] [INFO ] [sig       ] [50/91] Successfully configured DECK | 0.02 sym/s | Total: 37.4m | ETA: 30.7m
[2025-10-13T23:22:43.841421] [INFO ] [sig       ] [51/91] Configuring DEO...
[2025-10-13T23:22:43.841454] [INFO ] [CONFIGURE ] DEO: Configurate test run.
[2025-10-13T23:22:43.841514] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEO' from 'https://tdm.silogroup.org/data/derivative_storage/DEO.csv'.
[2025-10-13T23:22:43.853170] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEO'.
[2025-10-13T23:22:43.853502] [INFO ] [CONFIGURE ] DEO: Testing with 29 available features
[2025-10-13T23:22:43.853558] [INFO ] [CONFIGURE ] DEO: Establishing baseline with no features...
[2025-10-13T23:22:43.963208] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:44.073216] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:22:44.183619] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:22:44.294872] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:44.408246] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:44.522001] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:44.635728] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:44.748334] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:44.861552] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:22:44.974917] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:22:44.975098] [INFO ] [CONFIGURE ] DEO: Baseline score (no features): 50.00%
[2025-10-13T23:22:44.975145] [INFO ] [CONFIGURE ] DEO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:22:44.975180] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:22:45.097315] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:45.220282] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:45.342676] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:45.462702] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:45.589399] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:45.730372] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:45.857130] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:45.980622] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:46.105211] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:46.230983] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:46.231201] [INFO ] [CONFIGURE ] DEO: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:22:46.231262] [INFO ] [CONFIGURE ] JOB ETA: 30.5m | Avg: 1.5s/test | Remaining: 1201 tests
[2025-10-13T23:22:46.231300] [INFO ] [CONFIGURE ] DEO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:22:46.231330] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:22:46.366154] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:46.506846] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:46.648001] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:22:46.791924] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:22:46.931026] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:47.070427] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:47.213157] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:22:47.360907] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:47.509141] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:47.682890] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:47.683116] [INFO ] [CONFIGURE ] DEO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:22:47.683166] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1200 tests
[2025-10-13T23:22:47.683200] [INFO ] [CONFIGURE ] DEO: Testing feature 3/29: add_daily_returns
[2025-10-13T23:22:47.683232] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:22:47.807017] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:47.930609] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:48.054289] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:48.178517] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:48.302248] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:48.429026] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:48.554014] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:48.679267] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:48.811603] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:48.978413] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:48.978596] [INFO ] [CONFIGURE ] DEO: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:22:48.978661] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1199 tests
[2025-10-13T23:22:48.978748] [INFO ] [CONFIGURE ] DEO: Testing feature 4/29: add_ema
[2025-10-13T23:22:48.978783] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:22:49.117591] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:49.254194] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:49.392362] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:49.529620] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:49.665721] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:49.797840] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:49.929547] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:50.063068] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:50.196941] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:50.331258] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:50.331424] [INFO ] [CONFIGURE ] DEO: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:22:50.331468] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1198 tests
[2025-10-13T23:22:50.331503] [INFO ] [CONFIGURE ] DEO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:22:50.331534] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:22:50.469124] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:22:50.607211] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:50.745466] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:50.885704] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:51.025410] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:51.166812] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:51.321078] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:51.468068] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:51.619719] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:51.768673] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:51.768850] [INFO ] [CONFIGURE ] DEO: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-13T23:22:51.768895] [INFO ] [CONFIGURE ] JOB ETA: 30.4m | Avg: 1.5s/test | Remaining: 1197 tests
[2025-10-13T23:22:51.768931] [INFO ] [CONFIGURE ] DEO: Testing feature 6/29: add_failed_moves
[2025-10-13T23:22:51.768962] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:22:51.919233] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:22:52.068210] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:52.213718] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:52.359636] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:52.506069] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:52.652618] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:52.800796] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:52.948013] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:53.096831] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:53.246442] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:53.246606] [INFO ] [CONFIGURE ] DEO: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:22:53.246679] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1196 tests
[2025-10-13T23:22:53.246734] [INFO ] [CONFIGURE ] DEO: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:22:53.246767] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:22:53.387124] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:22:53.529329] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:53.668478] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:53.808599] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:53.948085] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:22:54.088289] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:54.231795] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:54.373502] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:54.521056] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:54.664831] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:22:54.665015] [INFO ] [CONFIGURE ] DEO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:22:54.665060] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1195 tests
[2025-10-13T23:22:54.665095] [INFO ] [CONFIGURE ] DEO: Testing feature 8/29: add_macd
[2025-10-13T23:22:54.665127] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:22:54.824618] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:55.018096] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:55.181460] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:55.344980] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:55.509817] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:55.678496] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:55.844810] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:56.012129] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:56.177159] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:56.343510] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:22:56.343721] [INFO ] [CONFIGURE ] DEO: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:22:56.343781] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1194 tests
[2025-10-13T23:22:56.343821] [INFO ] [CONFIGURE ] DEO: Testing feature 9/29: add_mfi
[2025-10-13T23:22:56.343854] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:22:56.494716] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:22:56.648281] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:56.802498] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:56.953537] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:57.106499] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:57.261052] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:57.414228] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:57.571903] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:57.727475] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:57.890077] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:22:57.890456] [INFO ] [CONFIGURE ] DEO: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:22:57.890528] [INFO ] [CONFIGURE ] JOB ETA: 30.3m | Avg: 1.5s/test | Remaining: 1193 tests
[2025-10-13T23:22:57.890574] [INFO ] [CONFIGURE ] DEO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:22:57.890606] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:22:58.088117] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:22:58.257318] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:22:58.428977] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:22:58.599416] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:22:58.773160] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:22:58.944179] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:22:59.115743] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:22:59.289067] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:22:59.462560] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:22:59.636685] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:22:59.636888] [INFO ] [CONFIGURE ] DEO: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:22:59.636938] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1192 tests
[2025-10-13T23:22:59.636974] [INFO ] [CONFIGURE ] DEO: Testing feature 11/29: add_obv_daily
[2025-10-13T23:22:59.637005] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:22:59.780192] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:22:59.923829] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:00.069445] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:00.215459] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:00.373372] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:00.529031] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:00.686024] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:00.844039] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:01.002964] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:01.160932] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:01.161105] [INFO ] [CONFIGURE ] DEO: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:23:01.161149] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1191 tests
[2025-10-13T23:23:01.161184] [INFO ] [CONFIGURE ] DEO: Testing feature 12/29: add_obv_interval
[2025-10-13T23:23:01.161215] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:23:01.314753] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:01.473938] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:01.629286] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:01.786921] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:01.947790] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:02.119473] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:02.275864] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:23:02.429716] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:02.584902] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:02.739571] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:02.739764] [INFO ] [CONFIGURE ] DEO: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:23:02.739880] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1190 tests
[2025-10-13T23:23:02.739928] [INFO ] [CONFIGURE ] DEO: Testing feature 13/29: add_opening_strength
[2025-10-13T23:23:02.739961] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:23:02.898827] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:03.059824] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:03.219586] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:03.378139] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:03.535831] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:23:03.695389] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:03.883820] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:04.046464] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:04.212889] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:04.383990] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:04.384188] [INFO ] [CONFIGURE ] DEO: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:23:04.384232] [INFO ] [CONFIGURE ] JOB ETA: 30.2m | Avg: 1.5s/test | Remaining: 1189 tests
[2025-10-13T23:23:04.384268] [INFO ] [CONFIGURE ] DEO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:23:04.384300] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T23:23:04.546878] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:04.709804] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:04.874790] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:05.037723] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:05.203523] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:05.368129] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:05.528530] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:05.690089] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:05.851455] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:06.015227] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:06.015439] [INFO ] [CONFIGURE ] DEO: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:23:06.015485] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1188 tests
[2025-10-13T23:23:06.015521] [INFO ] [CONFIGURE ] DEO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:23:06.015552] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T23:23:06.165857] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:06.311272] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:06.454418] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:06.595959] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:06.738324] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:06.881824] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:07.025828] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:07.200076] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:07.351822] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:07.500872] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:07.501072] [INFO ] [CONFIGURE ] DEO: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:23:07.501117] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1187 tests
[2025-10-13T23:23:07.501153] [INFO ] [CONFIGURE ] DEO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:23:07.501185] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T23:23:07.653211] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:07.806849] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:07.966510] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:08.126494] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:08.291498] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:08.468472] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:08.670571] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:08.897678] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:09.099582] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:09.295421] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:09.295631] [INFO ] [CONFIGURE ] DEO: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:23:09.295712] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1186 tests
[2025-10-13T23:23:09.295759] [INFO ] [CONFIGURE ] DEO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:23:09.295794] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T23:23:09.489627] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:09.654264] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:09.815234] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:09.973095] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:10.132061] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:10.292237] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:10.460849] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:10.618710] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:10.775122] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:10.933625] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:10.933827] [INFO ] [CONFIGURE ] DEO: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:23:10.933875] [INFO ] [CONFIGURE ] JOB ETA: 30.1m | Avg: 1.5s/test | Remaining: 1185 tests
[2025-10-13T23:23:10.933910] [INFO ] [CONFIGURE ] DEO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:23:10.933941] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T23:23:11.073124] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:11.213486] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:11.355970] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:11.504272] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:11.652218] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:11.800721] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:11.953210] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:12.103597] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:12.254373] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:12.404200] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:12.404389] [INFO ] [CONFIGURE ] DEO: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:23:12.404434] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1184 tests
[2025-10-13T23:23:12.404468] [INFO ] [CONFIGURE ] DEO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:23:12.404500] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T23:23:12.545208] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:12.687996] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:12.831127] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:12.975317] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:13.120032] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:13.264834] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:13.411686] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:13.557785] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:13.703039] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:13.853724] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:13.853947] [INFO ] [CONFIGURE ] DEO: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:23:13.853997] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1183 tests
[2025-10-13T23:23:13.854033] [INFO ] [CONFIGURE ] DEO: Testing feature 20/29: add_price_rejection
[2025-10-13T23:23:13.854064] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T23:23:14.003508] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:14.154483] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:14.310266] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:14.462713] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:14.616809] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:14.771569] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:14.926482] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:15.081125] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:15.235572] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:15.392489] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:15.392716] [INFO ] [CONFIGURE ] DEO: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:23:15.392776] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1182 tests
[2025-10-13T23:23:15.392814] [INFO ] [CONFIGURE ] DEO: Testing feature 21/29: add_range_position
[2025-10-13T23:23:15.392845] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T23:23:15.555400] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:15.717288] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:15.880905] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:16.043975] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:16.237827] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:16.410139] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:16.585027] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:23:16.757717] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:16.931895] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:17.104012] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:17.104267] [INFO ] [CONFIGURE ] DEO: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:23:17.104331] [INFO ] [CONFIGURE ] JOB ETA: 30.0m | Avg: 1.5s/test | Remaining: 1181 tests
[2025-10-13T23:23:17.104370] [INFO ] [CONFIGURE ] DEO: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:23:17.104403] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T23:23:17.277894] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:17.455350] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:17.636879] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:17.814912] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:17.993469] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:18.170592] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:18.348506] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:18.528225] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:18.705727] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:18.885635] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:18.885890] [INFO ] [CONFIGURE ] DEO: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:23:18.885938] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1180 tests
[2025-10-13T23:23:18.885976] [INFO ] [CONFIGURE ] DEO: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:23:18.886008] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:23:19.036519] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:19.190837] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:19.346274] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:19.497814] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:19.647409] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:19.799125] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:19.951689] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:20.102817] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:20.254814] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:20.406268] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:20.406436] [INFO ] [CONFIGURE ] DEO: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:23:20.406480] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1179 tests
[2025-10-13T23:23:20.406515] [INFO ] [CONFIGURE ] DEO: Testing feature 24/29: add_rsi
[2025-10-13T23:23:20.406547] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-13T23:23:20.573165] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:20.741518] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:20.911027] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:21.083056] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:21.252459] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:23:21.424000] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:21.601731] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:23:21.780296] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:21.964189] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:22.144591] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:22.144811] [INFO ] [CONFIGURE ] DEO: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:23:22.144861] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1178 tests
[2025-10-13T23:23:22.144898] [INFO ] [CONFIGURE ] DEO: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:23:22.144930] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T23:23:22.303626] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:22.462144] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:22.609862] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:22.758066] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:22.905922] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:23.056931] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:23.207992] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:23.361379] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:23.528797] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:23.700658] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:23.700867] [INFO ] [CONFIGURE ] DEO: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:23:23.700912] [INFO ] [CONFIGURE ] JOB ETA: 29.9m | Avg: 1.5s/test | Remaining: 1177 tests
[2025-10-13T23:23:23.700948] [INFO ] [CONFIGURE ] DEO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:23:23.700980] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T23:23:23.852809] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:24.004092] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:24.159049] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:24.312081] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:24.462909] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:23:24.613796] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:24.765893] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:24.920086] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:25.073297] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:25.232434] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:25.232699] [INFO ] [CONFIGURE ] DEO: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:23:25.232761] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1176 tests
[2025-10-13T23:23:25.232800] [INFO ] [CONFIGURE ] DEO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:23:25.232882] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T23:23:25.391157] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:25.546260] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:25.700071] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:25.856535] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:26.014128] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:26.172767] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:26.330053] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:23:26.489076] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:26.647743] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:26.809141] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:26.809347] [INFO ] [CONFIGURE ] DEO: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:23:26.809392] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1175 tests
[2025-10-13T23:23:26.809430] [INFO ] [CONFIGURE ] DEO: Testing feature 28/29: add_volume_profile
[2025-10-13T23:23:26.809463] [INFO ] [CONFIGURE ] DEO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T23:23:26.960909] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:27.119436] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:27.272157] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:23:27.421813] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:27.572921] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:23:27.723467] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:27.874050] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:23:28.025149] [DEBUG] [FORECASTER] DEO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:28.177733] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.331468] [DEBUG] [FORECASTER] DEO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:28.331678] [INFO ] [CONFIGURE ] DEO: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:23:28.331741] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1174 tests
[2025-10-13T23:23:28.331780] [INFO ] [CONFIGURE ] DEO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:23:28.331812] [INFO ] [CONFIGURE ] DEO: Best accuracy: 80.00%
[2025-10-13T23:23:28.331843] [INFO ] [CONFIGURE ] DEO: Best feature set (3 features): ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:23:28.331872] [INFO ] [CONFIGURE ] DEO: Improvement over baseline: 30.00%
[2025-10-13T23:23:28.331900] [INFO ] [CONFIGURE ] DEO: Total time: 43.4 seconds
[2025-10-13T23:23:28.331928] [INFO ] [CONFIGURE ] DEO: Average time per feature: 1.5 seconds
[2025-10-13T23:23:28.331955] [INFO ] [CONFIGURE ] DEO: Average speed: 0.67 features/sec
[2025-10-13T23:23:28.332284] [INFO ] [LOCAL     ] Saved configuration for DEO: 3 features, 80.00% accuracy -> ./output/feature-sets/DEO.json
[2025-10-13T23:23:28.332332] [INFO ] [CONFIGURE ] DEO: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-13T23:23:28.332368] [INFO ] [sig       ] [51/91] Successfully configured DEO | 0.02 sym/s | Total: 38.2m | ETA: 29.9m
[2025-10-13T23:23:28.332412] [INFO ] [sig       ] [52/91] Configuring DFP...
[2025-10-13T23:23:28.332467] [INFO ] [CONFIGURE ] DFP: Configurate test run.
[2025-10-13T23:23:28.332503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFP' from 'https://tdm.silogroup.org/data/derivative_storage/DFP.csv'.
[2025-10-13T23:23:28.342519] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFP'.
[2025-10-13T23:23:28.342916] [INFO ] [CONFIGURE ] DFP: Testing with 29 available features
[2025-10-13T23:23:28.342971] [INFO ] [CONFIGURE ] DFP: Establishing baseline with no features...
[2025-10-13T23:23:28.444196] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.544398] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.645782] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.748529] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.850189] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:28.951477] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:29.053789] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:29.156880] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:29.260176] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:29.363553] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:29.363744] [INFO ] [CONFIGURE ] DFP: Baseline score (no features): 60.00%
[2025-10-13T23:23:29.363799] [INFO ] [CONFIGURE ] DFP: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:23:29.363834] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:23:29.477017] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:29.591294] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:29.706974] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:29.820147] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:29.935256] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:30.051867] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:30.167725] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:30.284488] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:30.402317] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:30.519425] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:30.519637] [INFO ] [CONFIGURE ] DFP: KEPT add_bollinger_bands (score: 90.00%)
[2025-10-13T23:23:30.519725] [INFO ] [CONFIGURE ] JOB ETA: 29.8m | Avg: 1.5s/test | Remaining: 1173 tests
[2025-10-13T23:23:30.519815] [INFO ] [CONFIGURE ] DFP: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:23:30.519856] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:23:30.651697] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:30.783465] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:30.914793] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:31.048521] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:31.182742] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:31.317206] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:31.458389] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:31.597290] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:31.740945] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:31.907676] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:31.907921] [INFO ] [CONFIGURE ] DFP: DISCARDED add_cumulative_delta (score: 90.00%)
[2025-10-13T23:23:31.907978] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1172 tests
[2025-10-13T23:23:31.908018] [INFO ] [CONFIGURE ] DFP: Testing feature 3/29: add_daily_returns
[2025-10-13T23:23:31.908052] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:23:32.030524] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:32.152745] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:32.276571] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:32.398920] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:32.521179] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:32.644216] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:32.767996] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:32.892836] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:33.018480] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:33.142932] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:33.143127] [INFO ] [CONFIGURE ] DFP: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:23:33.143172] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1171 tests
[2025-10-13T23:23:33.143205] [INFO ] [CONFIGURE ] DFP: Testing feature 4/29: add_ema
[2025-10-13T23:23:33.143236] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:23:33.277025] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:33.413169] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:33.549556] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:33.693280] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:33.835535] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:33.977841] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:34.116476] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:34.253394] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:34.392103] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:34.534408] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:34.534586] [INFO ] [CONFIGURE ] DFP: DISCARDED add_ema (score: 80.00%)
[2025-10-13T23:23:34.534673] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1170 tests
[2025-10-13T23:23:34.534746] [INFO ] [CONFIGURE ] DFP: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:23:34.534785] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:23:34.706763] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:34.850152] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:34.993525] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:35.140491] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:35.282042] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:35.425118] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:35.569114] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:35.712810] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:35.855540] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:35.999932] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:36.000095] [INFO ] [CONFIGURE ] DFP: DISCARDED add_exhaustion_signals (score: 90.00%)
[2025-10-13T23:23:36.000140] [INFO ] [CONFIGURE ] JOB ETA: 29.7m | Avg: 1.5s/test | Remaining: 1169 tests
[2025-10-13T23:23:36.000175] [INFO ] [CONFIGURE ] DFP: Testing feature 6/29: add_failed_moves
[2025-10-13T23:23:36.000205] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:23:36.121288] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.243031] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.368207] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.492239] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.615175] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.739220] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:36.864264] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:36.988550] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:37.112537] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:37.238265] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:37.238465] [INFO ] [CONFIGURE ] DFP: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-13T23:23:37.238527] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1168 tests
[2025-10-13T23:23:37.238562] [INFO ] [CONFIGURE ] DFP: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:23:37.238593] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:23:37.354344] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:37.467938] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:37.583058] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:37.726023] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:37.842255] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:37.959251] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:38.077154] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:38.195289] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:38.316475] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:38.435560] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:38.435770] [INFO ] [CONFIGURE ] DFP: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:23:38.435822] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1167 tests
[2025-10-13T23:23:38.435858] [INFO ] [CONFIGURE ] DFP: Testing feature 8/29: add_macd
[2025-10-13T23:23:38.435890] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:23:38.588153] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:38.741748] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:38.896840] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:23:39.055776] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:39.210895] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:39.368404] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:39.525819] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:23:39.682872] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:39.846051] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:40.004687] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:40.004930] [INFO ] [CONFIGURE ] DFP: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:23:40.004983] [INFO ] [CONFIGURE ] JOB ETA: 29.6m | Avg: 1.5s/test | Remaining: 1166 tests
[2025-10-13T23:23:40.005019] [INFO ] [CONFIGURE ] DFP: Testing feature 9/29: add_mfi
[2025-10-13T23:23:40.005051] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:23:40.135829] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.265684] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.396272] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.527164] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.662549] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.795931] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:40.944766] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:41.080693] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:41.213403] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:41.346162] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:41.346352] [INFO ] [CONFIGURE ] DFP: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:23:41.346398] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1165 tests
[2025-10-13T23:23:41.346432] [INFO ] [CONFIGURE ] DFP: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:23:41.346509] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:23:41.491060] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:41.634841] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:41.778979] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:41.924061] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:42.068745] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:42.214857] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:42.364659] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:42.512497] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:42.660186] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:42.808827] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:42.809017] [INFO ] [CONFIGURE ] DFP: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:23:42.809060] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1164 tests
[2025-10-13T23:23:42.809094] [INFO ] [CONFIGURE ] DFP: Testing feature 11/29: add_obv_daily
[2025-10-13T23:23:42.809126] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:23:42.932221] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:23:43.056248] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:43.180774] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:43.312767] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:43.441377] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:43.567996] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:43.698804] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:43.828020] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:43.956955] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:44.086861] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:44.087049] [INFO ] [CONFIGURE ] DFP: DISCARDED add_obv_daily (score: 80.00%)
[2025-10-13T23:23:44.087094] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1163 tests
[2025-10-13T23:23:44.087129] [INFO ] [CONFIGURE ] DFP: Testing feature 12/29: add_obv_interval
[2025-10-13T23:23:44.087159] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:23:44.213795] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:44.339899] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:44.463309] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:44.587049] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:44.710906] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:44.832995] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:44.955529] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:45.082229] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:45.205400] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:45.328676] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:45.328873] [INFO ] [CONFIGURE ] DFP: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:23:45.328919] [INFO ] [CONFIGURE ] JOB ETA: 29.5m | Avg: 1.5s/test | Remaining: 1162 tests
[2025-10-13T23:23:45.328954] [INFO ] [CONFIGURE ] DFP: Testing feature 13/29: add_opening_strength
[2025-10-13T23:23:45.328985] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:23:45.465057] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:45.593988] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:45.733936] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:45.880264] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:46.016013] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:46.148498] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:46.281978] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:46.417932] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:46.556256] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:46.689803] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:46.690003] [INFO ] [CONFIGURE ] DFP: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:23:46.690047] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1161 tests
[2025-10-13T23:23:46.690083] [INFO ] [CONFIGURE ] DFP: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:23:46.690114] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:23:46.835476] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:46.979134] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:47.125272] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:47.258631] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:47.390427] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:47.527823] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:47.660556] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:47.794467] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:47.928876] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:48.064009] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:48.064197] [INFO ] [CONFIGURE ] DFP: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-13T23:23:48.064258] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1160 tests
[2025-10-13T23:23:48.064296] [INFO ] [CONFIGURE ] DFP: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:23:48.064327] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:23:48.177824] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.314359] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.431513] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.554834] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.674394] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.792625] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:48.911055] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:49.031560] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:49.158673] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:49.279532] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:49.279747] [INFO ] [CONFIGURE ] DFP: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:23:49.279802] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1159 tests
[2025-10-13T23:23:49.279838] [INFO ] [CONFIGURE ] DFP: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:23:49.279870] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:23:49.400966] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:49.522697] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:49.644617] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:49.767428] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:49.897155] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:50.022040] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:50.144793] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:50.271878] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:50.395479] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:50.523465] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:50.523684] [INFO ] [CONFIGURE ] DFP: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:23:50.523767] [INFO ] [CONFIGURE ] JOB ETA: 29.4m | Avg: 1.5s/test | Remaining: 1158 tests
[2025-10-13T23:23:50.523826] [INFO ] [CONFIGURE ] DFP: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:23:50.523861] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:23:50.656879] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:50.792826] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:50.923218] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:51.051822] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:51.181129] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:51.311406] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:51.456819] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:51.591844] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:51.724876] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:51.859793] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:51.860000] [INFO ] [CONFIGURE ] DFP: DISCARDED add_pbf_return_2d (score: 90.00%)
[2025-10-13T23:23:51.860064] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1157 tests
[2025-10-13T23:23:51.860101] [INFO ] [CONFIGURE ] DFP: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:23:51.860132] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:23:51.974102] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:52.087791] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:52.205487] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:52.318852] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:52.432296] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:52.546750] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:52.660974] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:52.776242] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:23:52.893014] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:53.017725] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:53.017904] [INFO ] [CONFIGURE ] DFP: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:23:53.017970] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1156 tests
[2025-10-13T23:23:53.018028] [INFO ] [CONFIGURE ] DFP: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:23:53.018063] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:23:53.131521] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.245662] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.360347] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.474778] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.590727] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.711576] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:53.829617] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:53.948920] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:54.066796] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:54.185744] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:54.185907] [INFO ] [CONFIGURE ] DFP: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T23:23:54.185951] [INFO ] [CONFIGURE ] JOB ETA: 29.3m | Avg: 1.5s/test | Remaining: 1155 tests
[2025-10-13T23:23:54.185985] [INFO ] [CONFIGURE ] DFP: Testing feature 20/29: add_price_rejection
[2025-10-13T23:23:54.186015] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:23:54.309226] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:54.448577] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:54.577247] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:54.703786] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:54.833858] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:54.964568] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:55.094979] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:55.225184] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:55.354395] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:55.480815] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:55.481022] [INFO ] [CONFIGURE ] DFP: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:23:55.481068] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1154 tests
[2025-10-13T23:23:55.481102] [INFO ] [CONFIGURE ] DFP: Testing feature 21/29: add_range_position
[2025-10-13T23:23:55.481132] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:23:55.631845] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:55.767929] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:55.911931] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:56.052663] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:56.190636] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:56.329894] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:23:56.485858] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:56.628286] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:56.774667] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:56.920538] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:56.920910] [INFO ] [CONFIGURE ] DFP: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:23:56.920965] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1153 tests
[2025-10-13T23:23:56.921002] [INFO ] [CONFIGURE ] DFP: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:23:56.921034] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:23:57.090822] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:57.250406] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:57.405780] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:57.561183] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:57.718662] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:57.874485] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:58.029818] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:58.186064] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:58.345205] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:23:58.505299] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:23:58.505511] [INFO ] [CONFIGURE ] DFP: DISCARDED add_realized_volatility (score: 90.00%)
[2025-10-13T23:23:58.505560] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1152 tests
[2025-10-13T23:23:58.505676] [INFO ] [CONFIGURE ] DFP: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:23:58.505731] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:23:58.635638] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:23:58.763218] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:23:58.932692] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:23:59.062328] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:23:59.196524] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:23:59.330508] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:23:59.463614] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:23:59.592990] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:23:59.727355] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:23:59.857348] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:23:59.857540] [INFO ] [CONFIGURE ] DFP: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:23:59.857630] [INFO ] [CONFIGURE ] JOB ETA: 29.2m | Avg: 1.5s/test | Remaining: 1151 tests
[2025-10-13T23:23:59.857717] [INFO ] [CONFIGURE ] DFP: Testing feature 24/29: add_rsi
[2025-10-13T23:23:59.857757] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:24:00.003073] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.149197] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.297481] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.446143] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.603695] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.755629] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:00.906779] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:01.058591] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:24:01.220506] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:24:01.403734] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:24:01.404009] [INFO ] [CONFIGURE ] DFP: DISCARDED add_rsi (score: 90.00%)
[2025-10-13T23:24:01.404062] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1150 tests
[2025-10-13T23:24:01.404102] [INFO ] [CONFIGURE ] DFP: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:24:01.404144] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:24:01.598087] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:01.763176] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:01.946189] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:02.096627] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:02.241349] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:02.372526] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:02.512476] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:02.636973] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:24:02.761221] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:24:02.886849] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:24:02.887087] [INFO ] [CONFIGURE ] DFP: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:24:02.887137] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1149 tests
[2025-10-13T23:24:02.887175] [INFO ] [CONFIGURE ] DFP: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:24:02.887205] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:24:03.010730] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.136803] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.264962] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.396986] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.526436] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.660895] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:03.791688] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:03.919321] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:24:04.049428] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:24:04.180519] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:24:04.180731] [INFO ] [CONFIGURE ] DFP: DISCARDED add_volume_momentum_confirmation (score: 90.00%)
[2025-10-13T23:24:04.180790] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1148 tests
[2025-10-13T23:24:04.180855] [INFO ] [CONFIGURE ] DFP: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:24:04.180914] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:24:04.321453] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:04.454423] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:04.599065] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:04.730964] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:04.862942] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:05.025450] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:24:05.158866] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:05.292365] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:24:05.443144] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:24:05.576815] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:24:05.577043] [INFO ] [CONFIGURE ] DFP: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:24:05.577093] [INFO ] [CONFIGURE ] JOB ETA: 29.1m | Avg: 1.5s/test | Remaining: 1147 tests
[2025-10-13T23:24:05.577130] [INFO ] [CONFIGURE ] DFP: Testing feature 28/29: add_volume_profile
[2025-10-13T23:24:05.577160] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:24:05.702386] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:05.829502] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:05.952962] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:06.080951] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:06.204998] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:06.331947] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:06.460623] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:06.595637] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:24:06.729730] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:24:06.857542] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:24:06.857795] [INFO ] [CONFIGURE ] DFP: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:24:06.857848] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1146 tests
[2025-10-13T23:24:06.857886] [INFO ] [CONFIGURE ] DFP: Testing feature 29/29: add_vwap
[2025-10-13T23:24:06.857918] [INFO ] [CONFIGURE ] DFP: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:24:06.988415] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.128091] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.275817] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.401465] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.528875] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.654074] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:07.781582] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:24:07.908262] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:24:08.061920] [DEBUG] [FORECASTER] DFP: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:24:08.189265] [DEBUG] [FORECASTER] DFP: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:24:08.189466] [INFO ] [CONFIGURE ] DFP: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:24:08.189512] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1145 tests
[2025-10-13T23:24:08.189549] [INFO ] [CONFIGURE ] DFP: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:24:08.189579] [INFO ] [CONFIGURE ] DFP: Best accuracy: 90.00%
[2025-10-13T23:24:08.189609] [INFO ] [CONFIGURE ] DFP: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:24:08.189637] [INFO ] [CONFIGURE ] DFP: Improvement over baseline: 30.00%
[2025-10-13T23:24:08.189710] [INFO ] [CONFIGURE ] DFP: Total time: 38.8 seconds
[2025-10-13T23:24:08.189744] [INFO ] [CONFIGURE ] DFP: Average time per feature: 1.3 seconds
[2025-10-13T23:24:08.189773] [INFO ] [CONFIGURE ] DFP: Average speed: 0.75 features/sec
[2025-10-13T23:24:08.190374] [INFO ] [LOCAL     ] Saved configuration for DFP: 1 features, 90.00% accuracy -> ./output/feature-sets/DFP.json
[2025-10-13T23:24:08.190428] [INFO ] [CONFIGURE ] DFP: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-13T23:24:08.190477] [INFO ] [sig       ] [52/91] Successfully configured DFP | 0.02 sym/s | Total: 38.8m | ETA: 29.1m
[2025-10-13T23:24:08.190532] [INFO ] [sig       ] [53/91] Configuring DG...
[2025-10-13T23:24:08.190564] [INFO ] [CONFIGURE ] DG: Configurate test run.
[2025-10-13T23:24:08.190621] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DG' from 'https://tdm.silogroup.org/data/derivative_storage/DG.csv'.
[2025-10-13T23:24:08.202574] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DG'.
[2025-10-13T23:24:08.202911] [INFO ] [CONFIGURE ] DG: Testing with 29 available features
[2025-10-13T23:24:08.202966] [INFO ] [CONFIGURE ] DG: Establishing baseline with no features...
[2025-10-13T23:24:08.303112] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:08.404499] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:08.511724] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:08.615674] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:08.722026] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:08.838026] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:08.962214] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:09.082565] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:09.205781] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:09.331267] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:09.331500] [INFO ] [CONFIGURE ] DG: Baseline score (no features): 30.00%
[2025-10-13T23:24:09.331553] [INFO ] [CONFIGURE ] DG: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:24:09.331587] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:24:09.469238] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:09.603406] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:09.734118] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:09.869426] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:10.001051] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:10.119256] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:10.236738] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:24:10.355435] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:10.473247] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:10.590456] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:10.590618] [INFO ] [CONFIGURE ] DG: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:24:10.590691] [INFO ] [CONFIGURE ] JOB ETA: 29.0m | Avg: 1.5s/test | Remaining: 1144 tests
[2025-10-13T23:24:10.590740] [INFO ] [CONFIGURE ] DG: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:24:10.590771] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:24:10.706152] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:10.823171] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:10.941932] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:11.068174] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:11.192587] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:11.312999] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:11.445020] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:11.577958] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:11.709120] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:11.844624] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:11.844800] [INFO ] [CONFIGURE ] DG: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:24:11.844849] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1143 tests
[2025-10-13T23:24:11.844884] [INFO ] [CONFIGURE ] DG: Testing feature 3/29: add_daily_returns
[2025-10-13T23:24:11.844914] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_daily_returns']
[2025-10-13T23:24:11.958281] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:12.071785] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:12.184630] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:12.299403] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:12.416024] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:12.532712] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:12.651789] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:12.774933] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:12.894264] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:13.011471] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:13.011620] [INFO ] [CONFIGURE ] DG: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:24:13.011695] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1142 tests
[2025-10-13T23:24:13.011743] [INFO ] [CONFIGURE ] DG: Testing feature 4/29: add_ema
[2025-10-13T23:24:13.011774] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_ema']
[2025-10-13T23:24:13.138973] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:13.263473] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:13.389543] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:13.518503] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:13.644107] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:13.771784] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:13.900486] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:24:14.028927] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:14.149128] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:14.280690] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:24:14.280859] [INFO ] [CONFIGURE ] DG: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:24:14.280902] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1141 tests
[2025-10-13T23:24:14.280936] [INFO ] [CONFIGURE ] DG: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:24:14.280966] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:24:14.411943] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:14.545042] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:14.679368] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:14.812868] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:14.946514] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:15.081364] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:15.216662] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:15.353056] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:15.490146] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:15.627434] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:15.627668] [INFO ] [CONFIGURE ] DG: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:24:15.627731] [INFO ] [CONFIGURE ] JOB ETA: 28.9m | Avg: 1.5s/test | Remaining: 1140 tests
[2025-10-13T23:24:15.627768] [INFO ] [CONFIGURE ] DG: Testing feature 6/29: add_failed_moves
[2025-10-13T23:24:15.627799] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:24:15.766966] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:15.906840] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:16.046542] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:16.190165] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:16.331211] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:16.473229] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:16.616809] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:16.760188] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:16.913698] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:17.059369] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:17.059556] [INFO ] [CONFIGURE ] DG: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:24:17.059601] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1139 tests
[2025-10-13T23:24:17.059636] [INFO ] [CONFIGURE ] DG: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:24:17.059712] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:24:17.193207] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:17.326430] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:17.461148] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:17.597514] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:17.731986] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:17.871286] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:18.008822] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:18.145540] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:18.282205] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:18.419682] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:18.419863] [INFO ] [CONFIGURE ] DG: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:24:18.419935] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1138 tests
[2025-10-13T23:24:18.419971] [INFO ] [CONFIGURE ] DG: Testing feature 8/29: add_macd
[2025-10-13T23:24:18.420002] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:24:18.575753] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:18.732463] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:18.886290] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:19.036748] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:19.187618] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:19.340303] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:19.493559] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:19.647439] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:19.812773] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:19.979356] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:19.979567] [INFO ] [CONFIGURE ] DG: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:24:19.979612] [INFO ] [CONFIGURE ] JOB ETA: 28.8m | Avg: 1.5s/test | Remaining: 1137 tests
[2025-10-13T23:24:19.979673] [INFO ] [CONFIGURE ] DG: Testing feature 9/29: add_mfi
[2025-10-13T23:24:19.979735] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:24:20.132074] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:20.286900] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:20.433878] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:20.592491] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:20.741844] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:20.891327] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:21.041281] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:21.192094] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:21.343580] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:21.497090] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:21.497308] [INFO ] [CONFIGURE ] DG: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:24:21.497354] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1136 tests
[2025-10-13T23:24:21.497394] [INFO ] [CONFIGURE ] DG: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:24:21.497427] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:24:21.660180] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:21.834434] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:21.999055] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:22.162595] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:22.328791] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:22.495838] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:22.665096] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:22.834722] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:23.005410] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:23.174711] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:23.174933] [INFO ] [CONFIGURE ] DG: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:24:23.174977] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1135 tests
[2025-10-13T23:24:23.175012] [INFO ] [CONFIGURE ] DG: Testing feature 11/29: add_obv_daily
[2025-10-13T23:24:23.175043] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:24:23.316623] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:23.460990] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:23.607474] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:23.755105] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:23.901245] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:24.045706] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:24.191332] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:24.334778] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:24.478105] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:24.622585] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:24.622844] [INFO ] [CONFIGURE ] DG: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:24:24.622896] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1134 tests
[2025-10-13T23:24:24.622932] [INFO ] [CONFIGURE ] DG: Testing feature 12/29: add_obv_interval
[2025-10-13T23:24:24.622964] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:24:24.760267] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:24.903270] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:25.046634] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:25.189715] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:25.330426] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:25.472855] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:25.613448] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:25.758349] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:25.897470] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:26.035890] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:26.036085] [INFO ] [CONFIGURE ] DG: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:24:26.036131] [INFO ] [CONFIGURE ] JOB ETA: 28.7m | Avg: 1.5s/test | Remaining: 1133 tests
[2025-10-13T23:24:26.036165] [INFO ] [CONFIGURE ] DG: Testing feature 13/29: add_opening_strength
[2025-10-13T23:24:26.036196] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:24:26.178352] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:26.320338] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:26.466258] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:26.609379] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:26.788087] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:26.949147] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:27.101603] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:27.258566] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:27.411730] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:27.574166] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:27.576042] [INFO ] [CONFIGURE ] DG: KEPT add_opening_strength (score: 70.00%)
[2025-10-13T23:24:27.576105] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1132 tests
[2025-10-13T23:24:27.576143] [INFO ] [CONFIGURE ] DG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:24:27.576175] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T23:24:27.744775] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:27.913051] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:28.080948] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:28.251567] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:28.424302] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:28.635435] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:28.839837] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:24:29.023390] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:29.200107] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:29.380036] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:29.380239] [INFO ] [CONFIGURE ] DG: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:24:29.380443] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1131 tests
[2025-10-13T23:24:29.380507] [INFO ] [CONFIGURE ] DG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:24:29.380581] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T23:24:29.537958] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:29.747933] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:29.914174] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:30.082225] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:30.238012] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:30.393829] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:30.550927] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:30.711809] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:30.872253] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:31.032957] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:31.033122] [INFO ] [CONFIGURE ] DG: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:24:31.033165] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1130 tests
[2025-10-13T23:24:31.033200] [INFO ] [CONFIGURE ] DG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:24:31.033232] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T23:24:31.199115] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:31.359971] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:31.529686] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:31.695402] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:31.860242] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:32.026154] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:32.192187] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:32.388033] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:32.561925] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:32.737117] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:32.737276] [INFO ] [CONFIGURE ] DG: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:24:32.737321] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1129 tests
[2025-10-13T23:24:32.737356] [INFO ] [CONFIGURE ] DG: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:24:32.737388] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T23:24:32.901447] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:33.065081] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:33.231525] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:33.405423] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:33.571497] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:33.738528] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:33.905863] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:34.073046] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:34.244815] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:34.415106] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:34.415289] [INFO ] [CONFIGURE ] DG: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:24:34.415334] [INFO ] [CONFIGURE ] JOB ETA: 28.6m | Avg: 1.5s/test | Remaining: 1128 tests
[2025-10-13T23:24:34.415369] [INFO ] [CONFIGURE ] DG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:24:34.415400] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T23:24:34.567429] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:34.719779] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:34.875358] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:35.040485] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:35.229637] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:35.393522] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:35.577345] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:35.760839] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:35.945752] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:36.132321] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:36.132522] [INFO ] [CONFIGURE ] DG: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:24:36.132587] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1127 tests
[2025-10-13T23:24:36.132668] [INFO ] [CONFIGURE ] DG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:24:36.132734] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T23:24:36.294439] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:36.445949] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:36.599978] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:36.756366] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:36.940774] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:37.107328] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:37.274533] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:37.435597] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:37.596959] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:37.759393] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:37.759545] [INFO ] [CONFIGURE ] DG: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:24:37.759589] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1126 tests
[2025-10-13T23:24:37.759623] [INFO ] [CONFIGURE ] DG: Testing feature 20/29: add_price_rejection
[2025-10-13T23:24:37.759688] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T23:24:37.923065] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:38.089085] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:38.257035] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:38.444137] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:38.629890] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:38.875327] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:39.085317] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:24:39.302398] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:39.497585] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:39.670958] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:39.671125] [INFO ] [CONFIGURE ] DG: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:24:39.671169] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1125 tests
[2025-10-13T23:24:39.671203] [INFO ] [CONFIGURE ] DG: Testing feature 21/29: add_range_position
[2025-10-13T23:24:39.671234] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-13T23:24:39.846518] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:40.026090] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:40.206939] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:40.386538] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:40.566492] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:40.742139] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:40.917172] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:24:41.095219] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:41.274375] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:41.455874] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:41.456076] [INFO ] [CONFIGURE ] DG: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:24:41.456122] [INFO ] [CONFIGURE ] JOB ETA: 28.5m | Avg: 1.5s/test | Remaining: 1124 tests
[2025-10-13T23:24:41.456158] [INFO ] [CONFIGURE ] DG: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:24:41.456191] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T23:24:41.652026] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:41.852381] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:42.066798] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:42.298595] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:42.525166] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:42.723315] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:42.915075] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:43.111859] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:43.308199] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:24:43.504119] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:43.504297] [INFO ] [CONFIGURE ] DG: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:24:43.504341] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1123 tests
[2025-10-13T23:24:43.504376] [INFO ] [CONFIGURE ] DG: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:24:43.504408] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T23:24:43.669622] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:43.833341] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:44.000063] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:44.169403] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:44.349694] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:44.531959] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:44.699809] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:44.868861] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:45.037804] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:45.208795] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:45.208954] [INFO ] [CONFIGURE ] DG: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:24:45.208998] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1122 tests
[2025-10-13T23:24:45.209035] [INFO ] [CONFIGURE ] DG: Testing feature 24/29: add_rsi
[2025-10-13T23:24:45.209073] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-13T23:24:45.394333] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:45.586417] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:45.774318] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:45.959678] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:46.147597] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:46.333313] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:46.522324] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:46.712132] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:46.897147] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:47.090833] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:47.091012] [INFO ] [CONFIGURE ] DG: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:24:47.091054] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1121 tests
[2025-10-13T23:24:47.091089] [INFO ] [CONFIGURE ] DG: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:24:47.091120] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:24:47.250174] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:47.412371] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:47.578294] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:47.754875] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:47.945295] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:48.119374] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:48.294495] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:48.471356] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:48.641187] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:48.809275] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:48.809459] [INFO ] [CONFIGURE ] DG: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:24:48.809504] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1120 tests
[2025-10-13T23:24:48.809544] [INFO ] [CONFIGURE ] DG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:24:48.809575] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-13T23:24:48.971203] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:49.136066] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:49.299714] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:24:49.458156] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:49.620088] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:49.785187] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:49.949549] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:50.113770] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:50.281213] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:50.454637] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:50.454830] [INFO ] [CONFIGURE ] DG: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:24:50.454876] [INFO ] [CONFIGURE ] JOB ETA: 28.4m | Avg: 1.5s/test | Remaining: 1119 tests
[2025-10-13T23:24:50.454911] [INFO ] [CONFIGURE ] DG: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:24:50.454944] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-13T23:24:50.631517] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:50.809611] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:51.014273] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:51.184359] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:51.356999] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:51.530584] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:51.702861] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:51.878636] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:52.059276] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:52.253391] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:52.253570] [INFO ] [CONFIGURE ] DG: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:24:52.253614] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1118 tests
[2025-10-13T23:24:52.253677] [INFO ] [CONFIGURE ] DG: Testing feature 28/29: add_volume_profile
[2025-10-13T23:24:52.253730] [INFO ] [CONFIGURE ] DG: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-13T23:24:52.423796] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:52.596450] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:52.761801] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:24:52.928777] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:53.095389] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:53.264458] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:24:53.431104] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:24:53.622708] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:24:53.851329] [DEBUG] [FORECASTER] DG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:54.124032] [DEBUG] [FORECASTER] DG: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:24:54.124256] [INFO ] [CONFIGURE ] DG: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:24:54.124322] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1117 tests
[2025-10-13T23:24:54.124372] [INFO ] [CONFIGURE ] DG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:24:54.124477] [INFO ] [CONFIGURE ] DG: Best accuracy: 70.00%
[2025-10-13T23:24:54.124527] [INFO ] [CONFIGURE ] DG: Best feature set (4 features): ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:24:54.124565] [INFO ] [CONFIGURE ] DG: Improvement over baseline: 40.00%
[2025-10-13T23:24:54.124599] [INFO ] [CONFIGURE ] DG: Total time: 44.8 seconds
[2025-10-13T23:24:54.124631] [INFO ] [CONFIGURE ] DG: Average time per feature: 1.6 seconds
[2025-10-13T23:24:54.124713] [INFO ] [CONFIGURE ] DG: Average speed: 0.65 features/sec
[2025-10-13T23:24:54.125445] [INFO ] [LOCAL     ] Saved configuration for DG: 4 features, 70.00% accuracy -> ./output/feature-sets/DG.json
[2025-10-13T23:24:54.125513] [INFO ] [CONFIGURE ] DG: Configuration saved successfully: 4 features, 70.00% accuracy.
[2025-10-13T23:24:54.125562] [INFO ] [sig       ] [53/91] Successfully configured DG | 0.02 sym/s | Total: 39.6m | ETA: 28.4m
[2025-10-13T23:24:54.125603] [INFO ] [sig       ] [54/91] Configuring DGX...
[2025-10-13T23:24:54.125669] [INFO ] [CONFIGURE ] DGX: Configurate test run.
[2025-10-13T23:24:54.125751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DGX' from 'https://tdm.silogroup.org/data/derivative_storage/DGX.csv'.
[2025-10-13T23:24:54.141462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DGX'.
[2025-10-13T23:24:54.142047] [INFO ] [CONFIGURE ] DGX: Testing with 29 available features
[2025-10-13T23:24:54.142118] [INFO ] [CONFIGURE ] DGX: Establishing baseline with no features...
[2025-10-13T23:24:54.308294] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:54.458297] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:24:54.620542] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:24:54.766091] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:54.899938] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:55.032842] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:55.168582] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:24:55.297789] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:55.413504] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:55.531790] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:24:55.531989] [INFO ] [CONFIGURE ] DGX: Baseline score (no features): 50.00%
[2025-10-13T23:24:55.532037] [INFO ] [CONFIGURE ] DGX: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:24:55.532071] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:24:55.657525] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:55.785064] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:24:55.915814] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:24:56.046549] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:56.179286] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:24:56.312174] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:56.444171] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:24:56.576808] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:56.710734] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:56.841344] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:24:56.841534] [INFO ] [CONFIGURE ] DGX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:24:56.841578] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1116 tests
[2025-10-13T23:24:56.841615] [INFO ] [CONFIGURE ] DGX: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:24:56.841670] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:24:56.981338] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:57.122623] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:57.253765] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:24:57.382870] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:24:57.514786] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:57.645056] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:57.779731] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:24:57.935673] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:58.086204] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:58.229989] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:24:58.230201] [INFO ] [CONFIGURE ] DGX: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:24:58.230246] [INFO ] [CONFIGURE ] JOB ETA: 28.3m | Avg: 1.5s/test | Remaining: 1115 tests
[2025-10-13T23:24:58.230283] [INFO ] [CONFIGURE ] DGX: Testing feature 3/29: add_daily_returns
[2025-10-13T23:24:58.230315] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_daily_returns']
[2025-10-13T23:24:58.352441] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:58.488388] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:24:58.623636] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:24:58.756029] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:24:58.885979] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:24:59.021920] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:24:59.148043] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:24:59.273165] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:24:59.403000] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:24:59.538986] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:24:59.539234] [INFO ] [CONFIGURE ] DGX: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:24:59.539283] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1114 tests
[2025-10-13T23:24:59.539320] [INFO ] [CONFIGURE ] DGX: Testing feature 4/29: add_ema
[2025-10-13T23:24:59.539416] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_ema']
[2025-10-13T23:24:59.678322] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:24:59.811150] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:24:59.943742] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:00.116683] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:00.274377] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:25:00.425193] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:25:00.563862] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:00.703544] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:00.840844] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:00.979411] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:00.979666] [INFO ] [CONFIGURE ] DGX: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:25:00.979734] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1113 tests
[2025-10-13T23:25:00.979775] [INFO ] [CONFIGURE ] DGX: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:25:00.979810] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:25:01.126343] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:01.280070] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:01.437638] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:01.583792] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:01.718483] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:01.861429] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:02.014470] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:02.169323] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:02.324750] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:02.475914] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:02.476201] [INFO ] [CONFIGURE ] DGX: KEPT add_exhaustion_signals (score: 80.00%)
[2025-10-13T23:25:02.476257] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1112 tests
[2025-10-13T23:25:02.476297] [INFO ] [CONFIGURE ] DGX: Testing feature 6/29: add_failed_moves
[2025-10-13T23:25:02.476333] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:25:02.630904] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:02.780852] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:02.934883] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:03.088102] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:03.244437] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:03.411181] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:03.583314] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:03.741780] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:03.902842] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:04.063829] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:04.064057] [INFO ] [CONFIGURE ] DGX: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:25:04.064105] [INFO ] [CONFIGURE ] JOB ETA: 28.2m | Avg: 1.5s/test | Remaining: 1111 tests
[2025-10-13T23:25:04.064145] [INFO ] [CONFIGURE ] DGX: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:25:04.064180] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:25:04.211846] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:04.375520] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:04.520174] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:04.657926] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:04.796706] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:04.930338] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:05.059518] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:05.188510] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:05.318849] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:05.450833] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:05.450974] [INFO ] [CONFIGURE ] DGX: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:25:05.451018] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1110 tests
[2025-10-13T23:25:05.451051] [INFO ] [CONFIGURE ] DGX: Testing feature 8/29: add_macd
[2025-10-13T23:25:05.451081] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:25:05.601088] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:05.761990] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:05.921213] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:06.075857] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:06.250851] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:06.406944] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:06.557333] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:06.708630] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:06.861500] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:07.013448] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:07.013613] [INFO ] [CONFIGURE ] DGX: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:25:07.013725] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1109 tests
[2025-10-13T23:25:07.013768] [INFO ] [CONFIGURE ] DGX: Testing feature 9/29: add_mfi
[2025-10-13T23:25:07.013799] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:25:07.161633] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:07.306137] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:07.451914] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:07.598900] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:07.748480] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:07.894981] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:08.042328] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:08.194973] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:08.343866] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:08.492803] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:08.493007] [INFO ] [CONFIGURE ] DGX: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:25:08.493076] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1108 tests
[2025-10-13T23:25:08.493136] [INFO ] [CONFIGURE ] DGX: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:25:08.493171] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:25:08.651623] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:08.813049] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:08.974187] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:09.133327] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:09.294909] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:25:09.460043] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:25:09.625774] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:09.790920] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:09.955760] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:10.122375] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:10.122576] [INFO ] [CONFIGURE ] DGX: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:25:10.122639] [INFO ] [CONFIGURE ] JOB ETA: 28.1m | Avg: 1.5s/test | Remaining: 1107 tests
[2025-10-13T23:25:10.122719] [INFO ] [CONFIGURE ] DGX: Testing feature 11/29: add_obv_daily
[2025-10-13T23:25:10.122756] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:25:10.263926] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:10.401375] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:10.541818] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:10.680686] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:10.820455] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:10.964889] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:11.107277] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:11.249233] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:11.393843] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:11.539486] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:11.539690] [INFO ] [CONFIGURE ] DGX: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:25:11.539755] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1106 tests
[2025-10-13T23:25:11.539821] [INFO ] [CONFIGURE ] DGX: Testing feature 12/29: add_obv_interval
[2025-10-13T23:25:11.539862] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:25:11.679614] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:11.823387] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:11.969086] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:12.112417] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:12.253287] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:12.395176] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:12.546776] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:12.694011] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:12.842711] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:12.989932] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:25:12.990125] [INFO ] [CONFIGURE ] DGX: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:25:12.990203] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1105 tests
[2025-10-13T23:25:12.990263] [INFO ] [CONFIGURE ] DGX: Testing feature 13/29: add_opening_strength
[2025-10-13T23:25:12.990297] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:25:13.140837] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:13.295521] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:13.446939] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:13.599073] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:13.752164] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:13.904417] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:14.059835] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:14.212966] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:14.369870] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:14.526206] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:14.526412] [INFO ] [CONFIGURE ] DGX: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:25:14.526482] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1104 tests
[2025-10-13T23:25:14.526522] [INFO ] [CONFIGURE ] DGX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:25:14.526554] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T23:25:14.683890] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:14.843502] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:14.999701] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:15.155865] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:15.312613] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:15.481366] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:15.641871] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:15.808020] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:15.972761] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:16.141085] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:16.141256] [INFO ] [CONFIGURE ] DGX: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:25:16.141301] [INFO ] [CONFIGURE ] JOB ETA: 28.0m | Avg: 1.5s/test | Remaining: 1103 tests
[2025-10-13T23:25:16.141338] [INFO ] [CONFIGURE ] DGX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:25:16.141371] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T23:25:16.287297] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:16.430172] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:16.569849] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:16.711451] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:16.851781] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:25:17.004551] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:25:17.149118] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:17.291766] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:17.438334] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:17.583523] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:17.583713] [INFO ] [CONFIGURE ] DGX: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:25:17.583791] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1102 tests
[2025-10-13T23:25:17.583854] [INFO ] [CONFIGURE ] DGX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:25:17.583889] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T23:25:17.741410] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:17.917507] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:18.072723] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:18.254910] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:18.396816] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:18.540057] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:18.681927] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:18.825213] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:18.968126] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:19.112161] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:19.112387] [INFO ] [CONFIGURE ] DGX: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:25:19.112438] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1101 tests
[2025-10-13T23:25:19.112476] [INFO ] [CONFIGURE ] DGX: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:25:19.112506] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T23:25:19.254336] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:19.397162] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:19.541762] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:19.696357] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:19.843301] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:19.987780] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:20.132020] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:20.277975] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:20.431047] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:20.587770] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:20.588010] [INFO ] [CONFIGURE ] DGX: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:25:20.588062] [INFO ] [CONFIGURE ] JOB ETA: 27.9m | Avg: 1.5s/test | Remaining: 1100 tests
[2025-10-13T23:25:20.588099] [INFO ] [CONFIGURE ] DGX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:25:20.588132] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T23:25:20.725473] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:20.866533] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:21.005217] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:21.147854] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:21.318194] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:21.459953] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:21.598270] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:21.736693] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:21.877062] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:22.023730] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:22.023873] [INFO ] [CONFIGURE ] DGX: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:25:22.023916] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1099 tests
[2025-10-13T23:25:22.023949] [INFO ] [CONFIGURE ] DGX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:25:22.024019] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T23:25:22.157249] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:22.287542] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:22.419349] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:22.550804] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:22.682415] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:22.814881] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:22.948347] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:23.081088] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:23.215432] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:23.350262] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:23.350386] [INFO ] [CONFIGURE ] DGX: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:25:23.350429] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1098 tests
[2025-10-13T23:25:23.350463] [INFO ] [CONFIGURE ] DGX: Testing feature 20/29: add_price_rejection
[2025-10-13T23:25:23.350494] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T23:25:23.489572] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:25:23.628476] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:23.768404] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:23.909477] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:24.053545] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:24.193239] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:24.359202] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:24.506765] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:24.655626] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:24.829513] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:24.829811] [INFO ] [CONFIGURE ] DGX: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:25:24.829898] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1097 tests
[2025-10-13T23:25:24.829966] [INFO ] [CONFIGURE ] DGX: Testing feature 21/29: add_range_position
[2025-10-13T23:25:24.830017] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T23:25:25.040968] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:25.242550] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:25.409858] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:25.599534] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:25.756250] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:25:25.913502] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:26.072270] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:26.227222] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:26.383905] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:26.550427] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:26.550617] [INFO ] [CONFIGURE ] DGX: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:25:26.550708] [INFO ] [CONFIGURE ] JOB ETA: 27.8m | Avg: 1.5s/test | Remaining: 1096 tests
[2025-10-13T23:25:26.550758] [INFO ] [CONFIGURE ] DGX: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:25:26.550790] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T23:25:26.731483] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:26.935556] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:27.106939] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:27.277446] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:27.451191] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:27.623101] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:27.801763] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:27.977909] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:28.154232] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:28.328514] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:28.328729] [INFO ] [CONFIGURE ] DGX: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:25:28.328788] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1095 tests
[2025-10-13T23:25:28.328830] [INFO ] [CONFIGURE ] DGX: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:25:28.328866] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:25:28.476156] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:28.620315] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:28.771603] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:28.917768] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:29.062450] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:29.206945] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:29.353401] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:29.499339] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:29.648207] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:29.797872] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:29.798025] [INFO ] [CONFIGURE ] DGX: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:25:29.798070] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1094 tests
[2025-10-13T23:25:29.798105] [INFO ] [CONFIGURE ] DGX: Testing feature 24/29: add_rsi
[2025-10-13T23:25:29.798137] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_ema', 'add_rsi']
[2025-10-13T23:25:29.963668] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:30.126621] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:30.290184] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:30.456353] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:30.622750] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:25:30.787273] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:25:30.976270] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:31.165059] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:31.333492] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:31.503124] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:31.503311] [INFO ] [CONFIGURE ] DGX: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:25:31.503358] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1093 tests
[2025-10-13T23:25:31.503394] [INFO ] [CONFIGURE ] DGX: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:25:31.503426] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T23:25:31.648309] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:31.794273] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:31.940349] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:32.089800] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:32.234881] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:32.379191] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:32.532191] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:32.680220] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:32.825606] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:32.970609] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:32.970770] [INFO ] [CONFIGURE ] DGX: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:25:32.970821] [INFO ] [CONFIGURE ] JOB ETA: 27.7m | Avg: 1.5s/test | Remaining: 1092 tests
[2025-10-13T23:25:32.970859] [INFO ] [CONFIGURE ] DGX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:25:32.970891] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T23:25:33.114297] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:33.260088] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:25:33.432100] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:33.575351] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:33.720522] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:33.867415] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:34.015470] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:34.163450] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:34.313347] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:34.462660] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:34.462809] [INFO ] [CONFIGURE ] DGX: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:25:34.462853] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1091 tests
[2025-10-13T23:25:34.462887] [INFO ] [CONFIGURE ] DGX: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:25:34.462917] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T23:25:34.616371] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:34.766774] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:34.918249] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:35.067899] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:35.220207] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:35.372326] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:35.526492] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:25:35.681697] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:35.836450] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:35.992575] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:35.992739] [INFO ] [CONFIGURE ] DGX: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:25:35.992793] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1090 tests
[2025-10-13T23:25:35.992830] [INFO ] [CONFIGURE ] DGX: Testing feature 28/29: add_volume_profile
[2025-10-13T23:25:35.992935] [INFO ] [CONFIGURE ] DGX: Testing with features: ['add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T23:25:36.138635] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:25:36.281994] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:25:36.454778] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:36.604631] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:25:36.752123] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:25:36.897506] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:25:37.045831] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:25:37.192554] [DEBUG] [FORECASTER] DGX: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:37.333536] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:25:37.475743] [DEBUG] [FORECASTER] DGX: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:37.475872] [INFO ] [CONFIGURE ] DGX: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:25:37.475915] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1089 tests
[2025-10-13T23:25:37.475949] [INFO ] [CONFIGURE ] DGX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:25:37.475979] [INFO ] [CONFIGURE ] DGX: Best accuracy: 80.00%
[2025-10-13T23:25:37.476007] [INFO ] [CONFIGURE ] DGX: Best feature set (2 features): ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:25:37.476035] [INFO ] [CONFIGURE ] DGX: Improvement over baseline: 30.00%
[2025-10-13T23:25:37.476061] [INFO ] [CONFIGURE ] DGX: Total time: 41.9 seconds
[2025-10-13T23:25:37.476151] [INFO ] [CONFIGURE ] DGX: Average time per feature: 1.5 seconds
[2025-10-13T23:25:37.476202] [INFO ] [CONFIGURE ] DGX: Average speed: 0.69 features/sec
[2025-10-13T23:25:37.476554] [INFO ] [LOCAL     ] Saved configuration for DGX: 2 features, 80.00% accuracy -> ./output/feature-sets/DGX.json
[2025-10-13T23:25:37.476609] [INFO ] [CONFIGURE ] DGX: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:25:37.476678] [INFO ] [sig       ] [54/91] Successfully configured DGX | 0.02 sym/s | Total: 40.3m | ETA: 27.6m
[2025-10-13T23:25:37.476735] [INFO ] [sig       ] [55/91] Configuring DINO...
[2025-10-13T23:25:37.476767] [INFO ] [CONFIGURE ] DINO: Configurate test run.
[2025-10-13T23:25:37.476818] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DINO' from 'https://tdm.silogroup.org/data/derivative_storage/DINO.csv'.
[2025-10-13T23:25:37.490899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DINO'.
[2025-10-13T23:25:37.491189] [INFO ] [CONFIGURE ] DINO: Testing with 29 available features
[2025-10-13T23:25:37.491244] [INFO ] [CONFIGURE ] DINO: Establishing baseline with no features...
[2025-10-13T23:25:37.602375] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:37.709142] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:37.815223] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:37.922362] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:25:38.028718] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:38.134400] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:38.242461] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:38.351927] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:38.460893] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:38.569980] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:38.570077] [INFO ] [CONFIGURE ] DINO: Baseline score (no features): 60.00%
[2025-10-13T23:25:38.570120] [INFO ] [CONFIGURE ] DINO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:25:38.570152] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:25:38.689549] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:38.811666] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:38.931479] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:39.050285] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:39.164377] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:39.279279] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:39.394105] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:39.515186] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:39.637138] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:39.760124] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:39.760308] [INFO ] [CONFIGURE ] DINO: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-13T23:25:39.760353] [INFO ] [CONFIGURE ] JOB ETA: 27.6m | Avg: 1.5s/test | Remaining: 1088 tests
[2025-10-13T23:25:39.760389] [INFO ] [CONFIGURE ] DINO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:25:39.760443] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:25:39.897706] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:40.032192] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:25:40.168426] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:40.306991] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:40.449873] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:25:40.591611] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:40.730454] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:25:40.870702] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:41.013436] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:41.153448] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:41.153598] [INFO ] [CONFIGURE ] DINO: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:25:41.153663] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1087 tests
[2025-10-13T23:25:41.153722] [INFO ] [CONFIGURE ] DINO: Testing feature 3/29: add_daily_returns
[2025-10-13T23:25:41.153806] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:25:41.275100] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:41.397958] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:41.520036] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:41.642914] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:41.765086] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:41.887806] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:42.015559] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:42.143540] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:42.270783] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:42.398088] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:42.398248] [INFO ] [CONFIGURE ] DINO: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:25:42.398292] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1086 tests
[2025-10-13T23:25:42.398327] [INFO ] [CONFIGURE ] DINO: Testing feature 4/29: add_ema
[2025-10-13T23:25:42.398357] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:25:42.541495] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:42.679324] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:42.818049] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:42.955785] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:43.095230] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:43.237520] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:43.376361] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:43.519117] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:43.662233] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:43.803608] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:43.803783] [INFO ] [CONFIGURE ] DINO: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:25:43.803834] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1085 tests
[2025-10-13T23:25:43.803870] [INFO ] [CONFIGURE ] DINO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:25:43.803900] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:25:43.945415] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:25:44.088111] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:44.233811] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:44.380258] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:25:44.525416] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:25:44.673561] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:44.820571] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:44.971578] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:45.121043] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:45.269933] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:45.270088] [INFO ] [CONFIGURE ] DINO: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:25:45.270131] [INFO ] [CONFIGURE ] JOB ETA: 27.5m | Avg: 1.5s/test | Remaining: 1084 tests
[2025-10-13T23:25:45.270166] [INFO ] [CONFIGURE ] DINO: Testing feature 6/29: add_failed_moves
[2025-10-13T23:25:45.270196] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:25:45.397365] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:45.562237] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:45.702874] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:45.829206] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:45.952501] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:46.083356] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:46.214609] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:46.350010] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:46.482520] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:46.614159] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:46.614325] [INFO ] [CONFIGURE ] DINO: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:25:46.614369] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1083 tests
[2025-10-13T23:25:46.614402] [INFO ] [CONFIGURE ] DINO: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:25:46.614432] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:25:46.731774] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:46.854320] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:47.006293] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:47.156462] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:47.299687] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:47.454245] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:47.609267] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:47.776075] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:47.946740] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:48.090569] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:48.090869] [INFO ] [CONFIGURE ] DINO: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:25:48.090918] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1082 tests
[2025-10-13T23:25:48.090955] [INFO ] [CONFIGURE ] DINO: Testing feature 8/29: add_macd
[2025-10-13T23:25:48.090988] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:25:48.263911] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:25:48.424343] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:48.602282] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:25:48.749711] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:48.900153] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:49.049613] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:49.198326] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:49.349298] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:49.500577] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:49.656454] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:49.656627] [INFO ] [CONFIGURE ] DINO: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:25:49.656851] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1081 tests
[2025-10-13T23:25:49.656904] [INFO ] [CONFIGURE ] DINO: Testing feature 9/29: add_mfi
[2025-10-13T23:25:49.656938] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:25:49.785098] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:49.913058] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.043291] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:50.175581] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.308688] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.438278] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:50.570441] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.701723] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.836513] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:50.969889] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:50.970117] [INFO ] [CONFIGURE ] DINO: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:25:50.970177] [INFO ] [CONFIGURE ] JOB ETA: 27.4m | Avg: 1.5s/test | Remaining: 1080 tests
[2025-10-13T23:25:50.970217] [INFO ] [CONFIGURE ] DINO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:25:50.970250] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:25:51.116274] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:51.274300] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:51.424319] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:51.576119] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:51.721790] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:51.871048] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:52.020354] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:52.174289] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:52.330806] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:52.486393] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:52.486584] [INFO ] [CONFIGURE ] DINO: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:25:52.486632] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1079 tests
[2025-10-13T23:25:52.486707] [INFO ] [CONFIGURE ] DINO: Testing feature 11/29: add_obv_daily
[2025-10-13T23:25:52.486750] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:25:52.611273] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:52.737324] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:52.864035] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:52.994447] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:53.121156] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:53.249430] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:53.376537] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:53.505594] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:53.632796] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:53.765123] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:53.765936] [INFO ] [CONFIGURE ] DINO: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:25:53.765999] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1078 tests
[2025-10-13T23:25:53.766039] [INFO ] [CONFIGURE ] DINO: Testing feature 12/29: add_obv_interval
[2025-10-13T23:25:53.766072] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:25:53.889000] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:54.011456] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:54.133881] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:54.259595] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:54.391828] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:54.524948] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:54.663278] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:54.789689] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:54.914774] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:55.037742] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:55.037910] [INFO ] [CONFIGURE ] DINO: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:25:55.037955] [INFO ] [CONFIGURE ] JOB ETA: 27.3m | Avg: 1.5s/test | Remaining: 1077 tests
[2025-10-13T23:25:55.037990] [INFO ] [CONFIGURE ] DINO: Testing feature 13/29: add_opening_strength
[2025-10-13T23:25:55.038022] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:25:55.165456] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:55.297204] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:55.424864] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:55.553188] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:55.687387] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:55.821010] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:55.955618] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:56.090158] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:25:56.227389] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:56.364168] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:56.364343] [INFO ] [CONFIGURE ] DINO: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:25:56.364389] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1076 tests
[2025-10-13T23:25:56.364427] [INFO ] [CONFIGURE ] DINO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:25:56.364460] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:25:56.507091] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:56.647271] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:56.794037] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:56.927478] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:57.065443] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:57.199435] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:57.334192] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:57.471192] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:57.610528] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:57.748084] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:57.748255] [INFO ] [CONFIGURE ] DINO: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:25:57.748300] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1075 tests
[2025-10-13T23:25:57.748358] [INFO ] [CONFIGURE ] DINO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:25:57.748391] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:25:57.867711] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:57.984144] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.098083] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:58.214456] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.331180] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.448022] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:25:58.564063] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.688668] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.811719] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:25:58.933291] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:25:58.933490] [INFO ] [CONFIGURE ] DINO: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:25:58.933554] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1074 tests
[2025-10-13T23:25:58.933592] [INFO ] [CONFIGURE ] DINO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:25:58.933624] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:25:59.054485] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:25:59.177440] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:25:59.308324] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:25:59.436316] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:25:59.561155] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:25:59.687135] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:25:59.812660] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:25:59.940446] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:00.072815] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:00.203072] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:00.203281] [INFO ] [CONFIGURE ] DINO: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:26:00.203343] [INFO ] [CONFIGURE ] JOB ETA: 27.2m | Avg: 1.5s/test | Remaining: 1073 tests
[2025-10-13T23:26:00.203381] [INFO ] [CONFIGURE ] DINO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:26:00.203412] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:26:00.327012] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:00.449623] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:00.575282] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:00.723142] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:00.851600] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:00.984132] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:26:01.113859] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:01.243677] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:01.373308] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:01.504079] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:01.504218] [INFO ] [CONFIGURE ] DINO: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:26:01.504261] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1072 tests
[2025-10-13T23:26:01.504295] [INFO ] [CONFIGURE ] DINO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:26:01.504327] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:26:01.619222] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:01.740139] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:01.868910] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:01.994319] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:02.118587] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:02.243220] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:02.378785] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:02.498464] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:02.622812] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:02.742543] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:02.742745] [INFO ] [CONFIGURE ] DINO: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:26:02.742808] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1071 tests
[2025-10-13T23:26:02.742845] [INFO ] [CONFIGURE ] DINO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:26:02.742876] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:26:02.858158] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:02.974205] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.091814] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:03.210598] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.334856] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.454814] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:03.589766] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.741402] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.863207] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:03.986137] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:03.986288] [INFO ] [CONFIGURE ] DINO: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:26:03.986333] [INFO ] [CONFIGURE ] JOB ETA: 27.1m | Avg: 1.5s/test | Remaining: 1070 tests
[2025-10-13T23:26:03.986370] [INFO ] [CONFIGURE ] DINO: Testing feature 20/29: add_price_rejection
[2025-10-13T23:26:03.986403] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:26:04.115089] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:04.241284] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:04.367937] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:04.494882] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:04.621591] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:04.749629] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:04.876578] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:05.010233] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:05.141085] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:05.269901] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:05.270072] [INFO ] [CONFIGURE ] DINO: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:26:05.270138] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1069 tests
[2025-10-13T23:26:05.270203] [INFO ] [CONFIGURE ] DINO: Testing feature 21/29: add_range_position
[2025-10-13T23:26:05.270236] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:26:05.403181] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:05.536585] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:05.674270] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:05.809885] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:05.947538] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:06.082902] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:06.219138] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:06.356920] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:06.498532] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:06.636555] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:06.636775] [INFO ] [CONFIGURE ] DINO: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:26:06.636838] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1068 tests
[2025-10-13T23:26:06.636877] [INFO ] [CONFIGURE ] DINO: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:26:06.636910] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:26:06.802272] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:06.955382] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:07.129586] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:07.285771] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:07.439883] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:07.605221] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:07.766490] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:07.930549] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:08.099086] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:08.264605] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:08.264790] [INFO ] [CONFIGURE ] DINO: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:26:08.264841] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1067 tests
[2025-10-13T23:26:08.264880] [INFO ] [CONFIGURE ] DINO: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:26:08.264912] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:26:08.396817] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:08.526319] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:26:08.657022] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:08.792009] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:08.923090] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:09.054480] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:09.186023] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:09.315006] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:09.447604] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:09.586003] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:09.586155] [INFO ] [CONFIGURE ] DINO: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:26:09.586201] [INFO ] [CONFIGURE ] JOB ETA: 27.0m | Avg: 1.5s/test | Remaining: 1066 tests
[2025-10-13T23:26:09.586239] [INFO ] [CONFIGURE ] DINO: Testing feature 24/29: add_rsi
[2025-10-13T23:26:09.586272] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:26:09.741962] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:09.896285] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:10.047992] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:10.200802] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:10.360585] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:10.536705] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:10.691064] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:10.848935] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:11.000489] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:11.154809] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:11.155049] [INFO ] [CONFIGURE ] DINO: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:26:11.155111] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1065 tests
[2025-10-13T23:26:11.155151] [INFO ] [CONFIGURE ] DINO: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:26:11.155182] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:26:11.285668] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:11.408101] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:11.532104] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:11.660178] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:11.788136] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:11.922828] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:12.051858] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:26:12.179721] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:12.310517] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:12.448830] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:12.449041] [INFO ] [CONFIGURE ] DINO: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:26:12.449091] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1064 tests
[2025-10-13T23:26:12.449125] [INFO ] [CONFIGURE ] DINO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:26:12.449156] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:26:12.578090] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:12.701369] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:12.847054] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:12.971328] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:13.096586] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:13.223043] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:13.349355] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:13.474718] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:13.602315] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:13.732320] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:13.732487] [INFO ] [CONFIGURE ] DINO: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:26:13.732533] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1063 tests
[2025-10-13T23:26:13.732569] [INFO ] [CONFIGURE ] DINO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:26:13.732709] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:26:13.864350] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:13.998328] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:14.136141] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:14.270246] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:14.404837] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:14.541168] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:14.677916] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:14.815216] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:14.958393] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:15.103830] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:15.104064] [INFO ] [CONFIGURE ] DINO: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:26:15.104124] [INFO ] [CONFIGURE ] JOB ETA: 26.9m | Avg: 1.5s/test | Remaining: 1062 tests
[2025-10-13T23:26:15.104161] [INFO ] [CONFIGURE ] DINO: Testing feature 28/29: add_volume_profile
[2025-10-13T23:26:15.104193] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:26:15.235699] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:15.359057] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:15.480426] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:15.604507] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:26:15.730290] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:15.881472] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:16.008383] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:16.137170] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:16.264740] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:16.392848] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:16.393055] [INFO ] [CONFIGURE ] DINO: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:26:16.393106] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1061 tests
[2025-10-13T23:26:16.393142] [INFO ] [CONFIGURE ] DINO: Testing feature 29/29: add_vwap
[2025-10-13T23:26:16.393174] [INFO ] [CONFIGURE ] DINO: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:26:16.521450] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:16.648263] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:16.801832] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:16.930375] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:26:17.059422] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:17.186846] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:17.316311] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:26:17.447405] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:26:17.582002] [DEBUG] [FORECASTER] DINO: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:17.721782] [DEBUG] [FORECASTER] DINO: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:26:17.721945] [INFO ] [CONFIGURE ] DINO: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:26:17.721990] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1060 tests
[2025-10-13T23:26:17.722026] [INFO ] [CONFIGURE ] DINO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:26:17.722058] [INFO ] [CONFIGURE ] DINO: Best accuracy: 80.00%
[2025-10-13T23:26:17.722089] [INFO ] [CONFIGURE ] DINO: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:26:17.722117] [INFO ] [CONFIGURE ] DINO: Improvement over baseline: 20.00%
[2025-10-13T23:26:17.722145] [INFO ] [CONFIGURE ] DINO: Total time: 39.2 seconds
[2025-10-13T23:26:17.722173] [INFO ] [CONFIGURE ] DINO: Average time per feature: 1.3 seconds
[2025-10-13T23:26:17.722202] [INFO ] [CONFIGURE ] DINO: Average speed: 0.74 features/sec
[2025-10-13T23:26:17.722840] [INFO ] [LOCAL     ] Saved configuration for DINO: 1 features, 80.00% accuracy -> ./output/feature-sets/DINO.json
[2025-10-13T23:26:17.722924] [INFO ] [CONFIGURE ] DINO: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:26:17.722994] [INFO ] [sig       ] [55/91] Successfully configured DINO | 0.02 sym/s | Total: 41.0m | ETA: 26.8m
[2025-10-13T23:26:17.723063] [INFO ] [sig       ] [56/91] Configuring DKL...
[2025-10-13T23:26:17.723119] [INFO ] [CONFIGURE ] DKL: Configurate test run.
[2025-10-13T23:26:17.723181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DKL' from 'https://tdm.silogroup.org/data/derivative_storage/DKL.csv'.
[2025-10-13T23:26:17.734852] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DKL'.
[2025-10-13T23:26:17.735148] [INFO ] [CONFIGURE ] DKL: Testing with 29 available features
[2025-10-13T23:26:17.735203] [INFO ] [CONFIGURE ] DKL: Establishing baseline with no features...
[2025-10-13T23:26:17.851026] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:17.960518] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:18.073943] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:18.183030] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:18.289991] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:18.397372] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:18.505311] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:18.612449] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:18.720272] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:18.828449] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:18.828575] [INFO ] [CONFIGURE ] DKL: Baseline score (no features): 70.00%
[2025-10-13T23:26:18.828624] [INFO ] [CONFIGURE ] DKL: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:26:18.828734] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:26:18.949205] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:19.067001] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:19.184339] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:19.302250] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:19.422167] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:19.545091] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:19.667032] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:19.791091] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:19.914891] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:20.042411] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:20.042613] [INFO ] [CONFIGURE ] DKL: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T23:26:20.042697] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1059 tests
[2025-10-13T23:26:20.042748] [INFO ] [CONFIGURE ] DKL: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:26:20.042780] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:26:20.170429] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:20.299575] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:20.430301] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:20.562127] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:20.692048] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:20.821877] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:20.952921] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:21.086785] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:21.219616] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:21.360625] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:21.360833] [INFO ] [CONFIGURE ] DKL: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:26:21.360888] [INFO ] [CONFIGURE ] JOB ETA: 26.8m | Avg: 1.5s/test | Remaining: 1058 tests
[2025-10-13T23:26:21.360923] [INFO ] [CONFIGURE ] DKL: Testing feature 3/29: add_daily_returns
[2025-10-13T23:26:21.360954] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_daily_returns']
[2025-10-13T23:26:21.475365] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:21.588485] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:21.695826] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:21.808778] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:21.940953] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:22.052408] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:22.165371] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:22.279097] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:22.393578] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:22.513877] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:22.514044] [INFO ] [CONFIGURE ] DKL: DISCARDED add_daily_returns (score: 30.00%)
[2025-10-13T23:26:22.514087] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1057 tests
[2025-10-13T23:26:22.514122] [INFO ] [CONFIGURE ] DKL: Testing feature 4/29: add_ema
[2025-10-13T23:26:22.514153] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_ema']
[2025-10-13T23:26:22.643658] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:22.767575] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:22.892565] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:23.019174] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:23.145438] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:23.272082] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:23.399852] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:23.529935] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:23.658265] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:23.787079] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:23.787306] [INFO ] [CONFIGURE ] DKL: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:26:23.787354] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1056 tests
[2025-10-13T23:26:23.787389] [INFO ] [CONFIGURE ] DKL: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:26:23.787421] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:26:23.920886] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:24.056511] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:24.196964] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:24.338574] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:24.473729] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:24.610449] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:24.745118] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:24.882156] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:25.020732] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:25.157761] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:25.157941] [INFO ] [CONFIGURE ] DKL: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:26:25.157985] [INFO ] [CONFIGURE ] JOB ETA: 26.7m | Avg: 1.5s/test | Remaining: 1055 tests
[2025-10-13T23:26:25.158075] [INFO ] [CONFIGURE ] DKL: Testing feature 6/29: add_failed_moves
[2025-10-13T23:26:25.158115] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_failed_moves']
[2025-10-13T23:26:25.271113] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:25.384041] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:25.512799] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:25.631296] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:25.752829] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:25.870744] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:25.987971] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:26.107397] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:26.237237] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:26.370753] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:26.370925] [INFO ] [CONFIGURE ] DKL: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:26:26.370968] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1054 tests
[2025-10-13T23:26:26.371004] [INFO ] [CONFIGURE ] DKL: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:26:26.371035] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_lag_shelf']
[2025-10-13T23:26:26.477673] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:26.586081] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:26.696814] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:26.806897] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:26.916795] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:27.031137] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:27.146028] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:27.259174] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:27.369724] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:27.481529] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:27.481715] [INFO ] [CONFIGURE ] DKL: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:26:27.481784] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1053 tests
[2025-10-13T23:26:27.481840] [INFO ] [CONFIGURE ] DKL: Testing feature 8/29: add_macd
[2025-10-13T23:26:27.481896] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:26:27.628313] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:27.768783] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:27.911594] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:28.059378] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:28.213520] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:28.368325] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:28.523326] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:28.680314] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:28.837996] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:28.996304] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:28.996501] [INFO ] [CONFIGURE ] DKL: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:26:28.996547] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1052 tests
[2025-10-13T23:26:28.996584] [INFO ] [CONFIGURE ] DKL: Testing feature 9/29: add_mfi
[2025-10-13T23:26:28.996615] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_mfi']
[2025-10-13T23:26:29.120173] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:29.243291] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:29.365507] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:29.489444] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:29.613869] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:29.733694] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:29.851786] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:29.970534] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:30.091592] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:30.213900] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:30.214072] [INFO ] [CONFIGURE ] DKL: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:26:30.214117] [INFO ] [CONFIGURE ] JOB ETA: 26.6m | Avg: 1.5s/test | Remaining: 1051 tests
[2025-10-13T23:26:30.214151] [INFO ] [CONFIGURE ] DKL: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:26:30.214184] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:26:30.350242] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:30.482397] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:30.614560] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:30.746068] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:30.879699] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:31.039240] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:31.179887] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:31.316614] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:31.456895] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:31.598542] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:31.598783] [INFO ] [CONFIGURE ] DKL: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:26:31.598966] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1050 tests
[2025-10-13T23:26:31.599012] [INFO ] [CONFIGURE ] DKL: Testing feature 11/29: add_obv_daily
[2025-10-13T23:26:31.599046] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_obv_daily']
[2025-10-13T23:26:31.712039] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:31.832382] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:31.948377] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:32.063606] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:32.177300] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:32.291821] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:32.405585] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:32.525298] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:32.638688] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:32.752792] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:32.752951] [INFO ] [CONFIGURE ] DKL: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:26:32.752995] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1049 tests
[2025-10-13T23:26:32.753031] [INFO ] [CONFIGURE ] DKL: Testing feature 12/29: add_obv_interval
[2025-10-13T23:26:32.753064] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_obv_interval']
[2025-10-13T23:26:32.860928] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:32.969521] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:33.079017] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:33.191033] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:33.316559] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:33.449006] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:33.565144] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:33.678550] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:33.792602] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:33.903721] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:33.903905] [INFO ] [CONFIGURE ] DKL: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:26:33.903957] [INFO ] [CONFIGURE ] JOB ETA: 26.5m | Avg: 1.5s/test | Remaining: 1048 tests
[2025-10-13T23:26:33.903991] [INFO ] [CONFIGURE ] DKL: Testing feature 13/29: add_opening_strength
[2025-10-13T23:26:33.904022] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:26:34.048088] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:34.165830] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:34.283133] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:34.400231] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:34.520789] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:34.640959] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:34.760260] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:34.882356] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:35.004439] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:35.124978] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:35.125151] [INFO ] [CONFIGURE ] DKL: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:26:35.125195] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1047 tests
[2025-10-13T23:26:35.125229] [INFO ] [CONFIGURE ] DKL: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:26:35.125261] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:26:35.245389] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:35.366059] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:35.492890] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:35.622807] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:35.749428] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:35.875270] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:36.002361] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:36.128709] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:36.253054] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:36.378604] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:36.378808] [INFO ] [CONFIGURE ] DKL: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:26:36.378859] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1046 tests
[2025-10-13T23:26:36.378894] [INFO ] [CONFIGURE ] DKL: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:26:36.378932] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:26:36.486443] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:36.588726] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:36.690903] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:36.794205] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:36.897765] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:37.003446] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:37.109050] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:37.214897] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:37.319090] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:37.424867] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:37.425035] [INFO ] [CONFIGURE ] DKL: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:26:37.425078] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1045 tests
[2025-10-13T23:26:37.425112] [INFO ] [CONFIGURE ] DKL: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:26:37.425142] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:26:37.539595] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:37.649047] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:37.762897] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:37.874117] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:37.988904] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:38.100426] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:38.213847] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:38.328599] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:38.441588] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:38.554829] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:38.555001] [INFO ] [CONFIGURE ] DKL: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:26:38.555065] [INFO ] [CONFIGURE ] JOB ETA: 26.4m | Avg: 1.5s/test | Remaining: 1044 tests
[2025-10-13T23:26:38.555102] [INFO ] [CONFIGURE ] DKL: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:26:38.555132] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:26:38.668377] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:38.781787] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:38.895477] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:39.033051] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:39.182865] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:39.300377] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:39.418603] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:39.541567] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:39.660190] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:39.779298] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:39.779481] [INFO ] [CONFIGURE ] DKL: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:26:39.779525] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1043 tests
[2025-10-13T23:26:39.779560] [INFO ] [CONFIGURE ] DKL: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:26:39.779617] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:26:39.884081] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:39.987376] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:40.110371] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:40.212253] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:40.314371] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:40.416526] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:40.522214] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:40.628255] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:40.735689] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:40.841944] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:40.842106] [INFO ] [CONFIGURE ] DKL: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:26:40.842150] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1042 tests
[2025-10-13T23:26:40.842183] [INFO ] [CONFIGURE ] DKL: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:26:40.842214] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:26:40.943730] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:41.049933] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:41.153231] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:41.255772] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:41.357740] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:41.461005] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:41.564247] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:41.668003] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:41.771852] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:41.877664] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:41.877817] [INFO ] [CONFIGURE ] DKL: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:26:41.877862] [INFO ] [CONFIGURE ] JOB ETA: 26.3m | Avg: 1.5s/test | Remaining: 1041 tests
[2025-10-13T23:26:41.877896] [INFO ] [CONFIGURE ] DKL: Testing feature 20/29: add_price_rejection
[2025-10-13T23:26:41.877925] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_price_rejection']
[2025-10-13T23:26:41.987736] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:42.097955] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:42.208564] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:42.318994] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:42.430111] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:42.544403] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:42.665139] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:42.787746] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:42.912354] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:43.033715] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:43.033903] [INFO ] [CONFIGURE ] DKL: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:26:43.033949] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1040 tests
[2025-10-13T23:26:43.033984] [INFO ] [CONFIGURE ] DKL: Testing feature 21/29: add_range_position
[2025-10-13T23:26:43.034016] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_range_position']
[2025-10-13T23:26:43.179938] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:43.312464] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:43.442944] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:43.572938] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:43.701951] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:43.829729] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:43.960631] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:44.088758] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:44.230174] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:44.365867] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:44.366042] [INFO ] [CONFIGURE ] DKL: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:26:44.366091] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1039 tests
[2025-10-13T23:26:44.366130] [INFO ] [CONFIGURE ] DKL: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:26:44.366165] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_realized_volatility']
[2025-10-13T23:26:44.517910] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:44.665999] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:44.812468] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:44.960213] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:45.108884] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:45.259822] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:45.406089] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:45.558334] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:45.713832] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:45.866198] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:45.866416] [INFO ] [CONFIGURE ] DKL: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:26:45.866482] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1038 tests
[2025-10-13T23:26:45.866521] [INFO ] [CONFIGURE ] DKL: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:26:45.866553] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_recent_range_context']
[2025-10-13T23:26:45.985060] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:46.103182] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:46.222833] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:46.343432] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:46.462907] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:46.584171] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:46.702336] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:46.820238] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:46.939472] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:47.058577] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:47.058767] [INFO ] [CONFIGURE ] DKL: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:26:47.058818] [INFO ] [CONFIGURE ] JOB ETA: 26.2m | Avg: 1.5s/test | Remaining: 1037 tests
[2025-10-13T23:26:47.058854] [INFO ] [CONFIGURE ] DKL: Testing feature 24/29: add_rsi
[2025-10-13T23:26:47.058885] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:26:47.194757] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:47.332001] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:47.469230] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:47.606306] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:47.748685] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:47.885598] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:48.025564] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:48.165280] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:48.303716] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:48.446854] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:48.447042] [INFO ] [CONFIGURE ] DKL: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T23:26:48.447088] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1036 tests
[2025-10-13T23:26:48.447126] [INFO ] [CONFIGURE ] DKL: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:26:48.447158] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_tick_distribution']
[2025-10-13T23:26:48.562452] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:48.676876] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:48.794776] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:48.908826] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:49.026260] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:49.141707] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:49.258614] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:49.377873] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:49.495760] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:49.612940] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:49.613100] [INFO ] [CONFIGURE ] DKL: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:26:49.613168] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1035 tests
[2025-10-13T23:26:49.613205] [INFO ] [CONFIGURE ] DKL: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:26:49.613237] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T23:26:49.728467] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:49.844398] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:49.961290] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:50.079415] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:50.195433] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:50.316193] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:50.434604] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:50.554760] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:50.675094] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:50.794624] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:50.794820] [INFO ] [CONFIGURE ] DKL: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:26:50.794900] [INFO ] [CONFIGURE ] JOB ETA: 26.1m | Avg: 1.5s/test | Remaining: 1034 tests
[2025-10-13T23:26:50.794958] [INFO ] [CONFIGURE ] DKL: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:26:50.794992] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_volume_price_divergence']
[2025-10-13T23:26:50.918500] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:51.045548] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:51.173014] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:51.299624] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:51.426788] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:51.555119] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:51.683700] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:51.816471] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:51.947362] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:52.076987] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:52.077177] [INFO ] [CONFIGURE ] DKL: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:26:52.077223] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1033 tests
[2025-10-13T23:26:52.077258] [INFO ] [CONFIGURE ] DKL: Testing feature 28/29: add_volume_profile
[2025-10-13T23:26:52.077289] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_volume_profile']
[2025-10-13T23:26:52.203458] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:26:52.318519] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:52.434925] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:52.565058] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:52.683412] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:52.802334] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:52.934227] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:26:53.052946] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:53.170338] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:53.289422] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:53.289555] [INFO ] [CONFIGURE ] DKL: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:26:53.289601] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1032 tests
[2025-10-13T23:26:53.289634] [INFO ] [CONFIGURE ] DKL: Testing feature 29/29: add_vwap
[2025-10-13T23:26:53.289704] [INFO ] [CONFIGURE ] DKL: Testing with features: ['add_vwap']
[2025-10-13T23:26:53.411174] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:53.529119] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:53.645862] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:26:53.764628] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:53.883133] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:54.001386] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:26:54.120303] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:26:54.241020] [DEBUG] [FORECASTER] DKL: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:26:54.363055] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:54.484505] [DEBUG] [FORECASTER] DKL: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:54.484701] [INFO ] [CONFIGURE ] DKL: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:26:54.484759] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1031 tests
[2025-10-13T23:26:54.484796] [INFO ] [CONFIGURE ] DKL: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:26:54.484826] [INFO ] [CONFIGURE ] DKL: Best accuracy: 70.00%
[2025-10-13T23:26:54.484855] [INFO ] [CONFIGURE ] DKL: Best feature set (0 features): []
[2025-10-13T23:26:54.484883] [INFO ] [CONFIGURE ] DKL: Improvement over baseline: 0.00%
[2025-10-13T23:26:54.484910] [INFO ] [CONFIGURE ] DKL: Total time: 35.7 seconds
[2025-10-13T23:26:54.484936] [INFO ] [CONFIGURE ] DKL: Average time per feature: 1.2 seconds
[2025-10-13T23:26:54.484963] [INFO ] [CONFIGURE ] DKL: Average speed: 0.81 features/sec
[2025-10-13T23:26:54.485665] [INFO ] [LOCAL     ] Saved configuration for DKL: 0 features, 70.00% accuracy -> ./output/feature-sets/DKL.json
[2025-10-13T23:26:54.485722] [INFO ] [CONFIGURE ] DKL: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T23:26:54.485822] [INFO ] [sig       ] [56/91] Successfully configured DKL | 0.02 sym/s | Total: 41.6m | ETA: 26.0m
[2025-10-13T23:26:54.485878] [INFO ] [sig       ] [57/91] Configuring DLB...
[2025-10-13T23:26:54.485911] [INFO ] [CONFIGURE ] DLB: Configurate test run.
[2025-10-13T23:26:54.485967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLB' from 'https://tdm.silogroup.org/data/derivative_storage/DLB.csv'.
[2025-10-13T23:26:54.497833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLB'.
[2025-10-13T23:26:54.498142] [INFO ] [CONFIGURE ] DLB: Testing with 29 available features
[2025-10-13T23:26:54.498196] [INFO ] [CONFIGURE ] DLB: Establishing baseline with no features...
[2025-10-13T23:26:54.602268] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:54.705088] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:26:54.808582] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:54.916787] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:26:55.021848] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:26:55.126995] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:26:55.233406] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:26:55.348923] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:55.483460] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:55.594439] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:26:55.594588] [INFO ] [CONFIGURE ] DLB: Baseline score (no features): 20.00%
[2025-10-13T23:26:55.594632] [INFO ] [CONFIGURE ] DLB: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:26:55.594704] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:26:55.711755] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:55.831394] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:26:55.952451] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:56.071950] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:56.190065] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:56.319679] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:56.461093] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:26:56.613810] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:56.779500] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:56.948975] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:26:56.949202] [INFO ] [CONFIGURE ] DLB: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-13T23:26:56.949269] [INFO ] [CONFIGURE ] JOB ETA: 26.0m | Avg: 1.5s/test | Remaining: 1030 tests
[2025-10-13T23:26:56.949320] [INFO ] [CONFIGURE ] DLB: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:26:56.949366] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:26:57.124079] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:57.290293] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:26:57.445513] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:57.587762] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:57.730030] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:57.872243] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:26:58.011005] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:26:58.149001] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:58.293513] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:26:58.437588] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:26:58.437803] [INFO ] [CONFIGURE ] DLB: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:26:58.437854] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1029 tests
[2025-10-13T23:26:58.437914] [INFO ] [CONFIGURE ] DLB: Testing feature 3/29: add_daily_returns
[2025-10-13T23:26:58.437947] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:26:58.560406] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:26:58.698998] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:26:58.840464] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:26:58.978045] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:26:59.105102] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:26:59.227844] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:26:59.352211] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:26:59.480609] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:26:59.609931] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:26:59.740067] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:26:59.740231] [INFO ] [CONFIGURE ] DLB: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:26:59.740275] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1028 tests
[2025-10-13T23:26:59.740311] [INFO ] [CONFIGURE ] DLB: Testing feature 4/29: add_ema
[2025-10-13T23:26:59.740344] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:26:59.879820] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:00.037717] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:00.198874] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:00.347025] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:27:00.491207] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:27:00.633843] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:00.785378] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:00.931215] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:01.078951] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:01.226791] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:01.227004] [INFO ] [CONFIGURE ] DLB: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:27:01.227052] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1027 tests
[2025-10-13T23:27:01.227087] [INFO ] [CONFIGURE ] DLB: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:27:01.227119] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:27:01.397103] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:01.549813] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:01.707223] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:01.874848] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:27:02.028096] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:02.175972] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:02.325386] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:02.475098] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:02.632629] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:02.784542] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:27:02.784996] [INFO ] [CONFIGURE ] DLB: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:27:02.785064] [INFO ] [CONFIGURE ] JOB ETA: 25.9m | Avg: 1.5s/test | Remaining: 1026 tests
[2025-10-13T23:27:02.785105] [INFO ] [CONFIGURE ] DLB: Testing feature 6/29: add_failed_moves
[2025-10-13T23:27:02.785139] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:27:02.918301] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:03.049618] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:03.178614] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:03.309369] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:03.438818] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:03.568773] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:03.699070] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:03.830811] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:03.961793] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:04.097919] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:04.098231] [INFO ] [CONFIGURE ] DLB: DISCARDED add_failed_moves (score: 40.00%)
[2025-10-13T23:27:04.098293] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1025 tests
[2025-10-13T23:27:04.098331] [INFO ] [CONFIGURE ] DLB: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:27:04.098363] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:27:04.216658] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:04.334747] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:04.452768] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:04.573376] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:04.696122] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:04.818826] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:04.945282] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:05.069095] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:05.193534] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:05.324903] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:05.325067] [INFO ] [CONFIGURE ] DLB: KEPT add_lag_shelf (score: 50.00%)
[2025-10-13T23:27:05.325113] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1024 tests
[2025-10-13T23:27:05.325152] [INFO ] [CONFIGURE ] DLB: Testing feature 8/29: add_macd
[2025-10-13T23:27:05.325185] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-13T23:27:05.489524] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:27:05.649212] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:05.801759] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:05.958413] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:27:06.122797] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:06.300366] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:06.460432] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:06.618388] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:06.778599] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:06.942585] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:06.942860] [INFO ] [CONFIGURE ] DLB: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:27:06.942912] [INFO ] [CONFIGURE ] JOB ETA: 25.8m | Avg: 1.5s/test | Remaining: 1023 tests
[2025-10-13T23:27:06.942947] [INFO ] [CONFIGURE ] DLB: Testing feature 9/29: add_mfi
[2025-10-13T23:27:06.942979] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_mfi']
[2025-10-13T23:27:07.081446] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:07.216789] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:07.355186] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:07.490686] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:07.619938] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:07.757290] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:07.891951] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:08.029803] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:08.164556] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:08.301216] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:08.301449] [INFO ] [CONFIGURE ] DLB: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:27:08.301500] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1022 tests
[2025-10-13T23:27:08.301537] [INFO ] [CONFIGURE ] DLB: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:27:08.301568] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:27:08.443950] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:08.590262] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:08.734914] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:08.880916] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:09.029218] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:09.174778] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:09.320286] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:09.466623] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:09.617186] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:09.767574] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:09.767812] [INFO ] [CONFIGURE ] DLB: KEPT add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:27:09.767863] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1021 tests
[2025-10-13T23:27:09.767899] [INFO ] [CONFIGURE ] DLB: Testing feature 11/29: add_obv_daily
[2025-10-13T23:27:09.767931] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:27:09.923459] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:10.078633] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:10.234554] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:10.391972] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:10.550498] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:10.736325] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:10.894311] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:11.055475] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:11.226189] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:11.388230] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:11.388398] [INFO ] [CONFIGURE ] DLB: KEPT add_obv_daily (score: 70.00%)
[2025-10-13T23:27:11.388441] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1020 tests
[2025-10-13T23:27:11.388477] [INFO ] [CONFIGURE ] DLB: Testing feature 12/29: add_obv_interval
[2025-10-13T23:27:11.388508] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T23:27:11.550487] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:11.715323] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:11.907184] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:12.077225] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:12.246854] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:12.416309] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:12.586539] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:12.757180] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:12.930780] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:13.101162] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:13.101369] [INFO ] [CONFIGURE ] DLB: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:27:13.101414] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1019 tests
[2025-10-13T23:27:13.101451] [INFO ] [CONFIGURE ] DLB: Testing feature 13/29: add_opening_strength
[2025-10-13T23:27:13.101485] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:27:13.274787] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:13.449189] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:13.623106] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:27:13.806848] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:13.985359] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:14.165516] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:27:14.355461] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:14.541464] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:14.722574] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:14.912186] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:14.912359] [INFO ] [CONFIGURE ] DLB: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:27:14.912406] [INFO ] [CONFIGURE ] JOB ETA: 25.7m | Avg: 1.5s/test | Remaining: 1018 tests
[2025-10-13T23:27:14.912481] [INFO ] [CONFIGURE ] DLB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:27:14.912550] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:27:15.096098] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:15.280504] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:15.465179] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:15.651468] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:15.833592] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:16.013023] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:16.198085] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:16.380485] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:16.564818] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:16.744250] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:16.744408] [INFO ] [CONFIGURE ] DLB: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:27:16.744451] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1017 tests
[2025-10-13T23:27:16.744487] [INFO ] [CONFIGURE ] DLB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:27:16.744520] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:27:16.910321] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:17.081720] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:17.248123] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:17.417180] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:17.592238] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:17.760973] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:27:17.934004] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:18.103153] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:18.270790] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:18.439638] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:18.439820] [INFO ] [CONFIGURE ] DLB: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:27:18.439865] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1016 tests
[2025-10-13T23:27:18.439900] [INFO ] [CONFIGURE ] DLB: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:27:18.439930] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:27:18.605859] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:18.777168] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:18.947884] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:19.118724] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:19.293857] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:19.473240] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:19.649882] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:19.849511] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:20.017002] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:20.187370] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:20.187545] [INFO ] [CONFIGURE ] DLB: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:27:20.187630] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1015 tests
[2025-10-13T23:27:20.187709] [INFO ] [CONFIGURE ] DLB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:27:20.187750] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:27:20.338890] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:20.492274] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:20.647315] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:20.807551] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:20.974889] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:21.139393] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:21.306100] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:21.471760] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:21.640400] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:21.804482] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:21.804704] [INFO ] [CONFIGURE ] DLB: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:27:21.804764] [INFO ] [CONFIGURE ] JOB ETA: 25.6m | Avg: 1.5s/test | Remaining: 1014 tests
[2025-10-13T23:27:21.804804] [INFO ] [CONFIGURE ] DLB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:27:21.804838] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:27:21.964955] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:22.123996] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:22.285417] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:22.445959] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:22.608357] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:22.769358] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:22.938019] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:23.104539] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:23.274293] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:23.444775] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:23.444935] [INFO ] [CONFIGURE ] DLB: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:27:23.444979] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1013 tests
[2025-10-13T23:27:23.445015] [INFO ] [CONFIGURE ] DLB: Testing feature 20/29: add_price_rejection
[2025-10-13T23:27:23.445051] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_price_rejection']
[2025-10-13T23:27:23.619025] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:23.791892] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:23.961835] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:24.129140] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:24.295953] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:24.469180] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:24.640831] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:24.810635] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:24.980746] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:25.153360] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:25.153536] [INFO ] [CONFIGURE ] DLB: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:27:25.153582] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1012 tests
[2025-10-13T23:27:25.153618] [INFO ] [CONFIGURE ] DLB: Testing feature 21/29: add_range_position
[2025-10-13T23:27:25.153676] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_range_position']
[2025-10-13T23:27:25.331764] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:25.512842] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:25.715223] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:25.926159] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:26.127096] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:26.307504] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:26.489551] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:26.667517] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:26.845710] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:27.029608] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:27.029835] [INFO ] [CONFIGURE ] DLB: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:27:27.029887] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1011 tests
[2025-10-13T23:27:27.029924] [INFO ] [CONFIGURE ] DLB: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:27:27.029956] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:27:27.220774] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:27.411320] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:27.602149] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:27.795408] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:27.993999] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:28.189238] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:28.388220] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:28.589488] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:28.790242] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:28.988527] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:28.988737] [INFO ] [CONFIGURE ] DLB: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:27:28.988794] [INFO ] [CONFIGURE ] JOB ETA: 25.5m | Avg: 1.5s/test | Remaining: 1010 tests
[2025-10-13T23:27:28.988832] [INFO ] [CONFIGURE ] DLB: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:27:28.988864] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:27:29.150572] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:29.312993] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:29.477990] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:29.644334] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:29.810496] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:29.979463] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:30.154605] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:30.325300] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:30.502815] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:30.679535] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:30.679786] [INFO ] [CONFIGURE ] DLB: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:27:30.679843] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1009 tests
[2025-10-13T23:27:30.679884] [INFO ] [CONFIGURE ] DLB: Testing feature 24/29: add_rsi
[2025-10-13T23:27:30.679984] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:27:30.863097] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:31.046520] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:31.229826] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:31.413899] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:27:31.600548] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:31.782550] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:31.974344] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:32.166531] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:32.364403] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:32.555096] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:32.555343] [INFO ] [CONFIGURE ] DLB: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:27:32.555408] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1008 tests
[2025-10-13T23:27:32.555459] [INFO ] [CONFIGURE ] DLB: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:27:32.555497] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:27:32.723074] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:32.890537] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:33.055080] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:33.232331] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:33.422719] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:33.611516] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:33.781958] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:33.956514] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:34.128568] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:34.306118] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:34.306325] [INFO ] [CONFIGURE ] DLB: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:27:34.306373] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1007 tests
[2025-10-13T23:27:34.306411] [INFO ] [CONFIGURE ] DLB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:27:34.306444] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:27:34.475630] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:34.643167] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:34.809034] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:34.987994] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:35.162756] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:35.331362] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:35.506394] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:35.681588] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:35.855844] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:36.035817] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:27:36.035996] [INFO ] [CONFIGURE ] DLB: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:27:36.036044] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1006 tests
[2025-10-13T23:27:36.036082] [INFO ] [CONFIGURE ] DLB: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:27:36.036117] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:27:36.219904] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:36.399633] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:36.579384] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:36.762950] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:36.947215] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:37.135888] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:37.311433] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:27:37.486422] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:37.660547] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:37.836098] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:37.836276] [INFO ] [CONFIGURE ] DLB: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:27:37.836320] [INFO ] [CONFIGURE ] JOB ETA: 25.4m | Avg: 1.5s/test | Remaining: 1005 tests
[2025-10-13T23:27:37.836356] [INFO ] [CONFIGURE ] DLB: Testing feature 28/29: add_volume_profile
[2025-10-13T23:27:37.836388] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_volume_profile']
[2025-10-13T23:27:38.016301] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:38.180550] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:38.355356] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:38.548549] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:38.732758] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:38.916438] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:39.100333] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:39.287343] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:39.467663] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:39.644916] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:39.645079] [INFO ] [CONFIGURE ] DLB: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:27:39.645210] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1004 tests
[2025-10-13T23:27:39.645253] [INFO ] [CONFIGURE ] DLB: Testing feature 29/29: add_vwap
[2025-10-13T23:27:39.645286] [INFO ] [CONFIGURE ] DLB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily', 'add_vwap']
[2025-10-13T23:27:39.820800] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:39.994308] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:40.168927] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:27:40.345238] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:27:40.521697] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:27:40.699367] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:40.877729] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:27:41.057401] [DEBUG] [FORECASTER] DLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:41.235689] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:41.418506] [DEBUG] [FORECASTER] DLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:41.418687] [INFO ] [CONFIGURE ] DLB: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:27:41.418748] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1003 tests
[2025-10-13T23:27:41.418786] [INFO ] [CONFIGURE ] DLB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:27:41.418816] [INFO ] [CONFIGURE ] DLB: Best accuracy: 70.00%
[2025-10-13T23:27:41.418847] [INFO ] [CONFIGURE ] DLB: Best feature set (5 features): ['add_bollinger_bands', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:27:41.418875] [INFO ] [CONFIGURE ] DLB: Improvement over baseline: 50.00%
[2025-10-13T23:27:41.418901] [INFO ] [CONFIGURE ] DLB: Total time: 45.8 seconds
[2025-10-13T23:27:41.418926] [INFO ] [CONFIGURE ] DLB: Average time per feature: 1.6 seconds
[2025-10-13T23:27:41.418953] [INFO ] [CONFIGURE ] DLB: Average speed: 0.63 features/sec
[2025-10-13T23:27:41.419586] [INFO ] [LOCAL     ] Saved configuration for DLB: 5 features, 70.00% accuracy -> ./output/feature-sets/DLB.json
[2025-10-13T23:27:41.419660] [INFO ] [CONFIGURE ] DLB: Configuration saved successfully: 5 features, 70.00% accuracy.
[2025-10-13T23:27:41.419722] [INFO ] [sig       ] [57/91] Successfully configured DLB | 0.02 sym/s | Total: 42.4m | ETA: 25.3m
[2025-10-13T23:27:41.419769] [INFO ] [sig       ] [58/91] Configuring DLX...
[2025-10-13T23:27:41.419824] [INFO ] [CONFIGURE ] DLX: Configurate test run.
[2025-10-13T23:27:41.419865] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLX' from 'https://tdm.silogroup.org/data/derivative_storage/DLX.csv'.
[2025-10-13T23:27:41.429760] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLX'.
[2025-10-13T23:27:41.430040] [INFO ] [CONFIGURE ] DLX: Testing with 29 available features
[2025-10-13T23:27:41.430094] [INFO ] [CONFIGURE ] DLX: Establishing baseline with no features...
[2025-10-13T23:27:41.538409] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:41.650180] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:41.759423] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:41.880128] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:41.996613] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:42.107379] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:42.217381] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:42.332840] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:42.443137] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:42.577992] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:42.578156] [INFO ] [CONFIGURE ] DLX: Baseline score (no features): 70.00%
[2025-10-13T23:27:42.578203] [INFO ] [CONFIGURE ] DLX: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:27:42.578238] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:27:42.701874] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:42.822416] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:42.943284] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:43.070995] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:43.196018] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:27:43.324788] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:43.452315] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:43.579812] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:43.711139] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:43.845438] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:43.845619] [INFO ] [CONFIGURE ] DLX: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:27:43.845697] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1002 tests
[2025-10-13T23:27:43.845747] [INFO ] [CONFIGURE ] DLX: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:27:43.845780] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:27:43.975330] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:44.106378] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:44.238250] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:44.370125] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:27:44.502944] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:27:44.634629] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:27:44.766892] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:44.898749] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:45.031732] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:45.167495] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:45.167744] [INFO ] [CONFIGURE ] DLX: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:27:45.167800] [INFO ] [CONFIGURE ] JOB ETA: 25.3m | Avg: 1.5s/test | Remaining: 1001 tests
[2025-10-13T23:27:45.167835] [INFO ] [CONFIGURE ] DLX: Testing feature 3/29: add_daily_returns
[2025-10-13T23:27:45.167866] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_daily_returns']
[2025-10-13T23:27:45.286677] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:45.403937] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:45.521881] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:45.645406] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:45.765633] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:45.884599] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:46.002939] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:46.124290] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:46.245430] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:46.368805] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:46.368988] [INFO ] [CONFIGURE ] DLX: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:27:46.369033] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 1000 tests
[2025-10-13T23:27:46.369067] [INFO ] [CONFIGURE ] DLX: Testing feature 4/29: add_ema
[2025-10-13T23:27:46.369097] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_ema']
[2025-10-13T23:27:46.496213] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:46.625573] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:46.753246] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:46.881913] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:47.009322] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:27:47.137486] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:47.269505] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:47.400581] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:47.529083] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:47.662286] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:47.662460] [INFO ] [CONFIGURE ] DLX: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:27:47.662505] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 999 tests
[2025-10-13T23:27:47.662543] [INFO ] [CONFIGURE ] DLX: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:27:47.662576] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:27:47.799530] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:47.936209] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:48.074511] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:48.218091] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:48.362841] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:48.505767] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:48.652439] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:48.797704] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:48.958822] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:49.161761] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:49.162085] [INFO ] [CONFIGURE ] DLX: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:27:49.162168] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 998 tests
[2025-10-13T23:27:49.162228] [INFO ] [CONFIGURE ] DLX: Testing feature 6/29: add_failed_moves
[2025-10-13T23:27:49.162285] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_failed_moves']
[2025-10-13T23:27:49.324117] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:49.470969] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:49.606973] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:49.748076] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:49.876842] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:49.987083] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:50.120141] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:50.234264] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:50.348462] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:50.468390] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:50.468567] [INFO ] [CONFIGURE ] DLX: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:27:50.468612] [INFO ] [CONFIGURE ] JOB ETA: 25.2m | Avg: 1.5s/test | Remaining: 997 tests
[2025-10-13T23:27:50.468671] [INFO ] [CONFIGURE ] DLX: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:27:50.468730] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_lag_shelf']
[2025-10-13T23:27:50.576899] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:50.684509] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:50.790097] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:50.895715] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:51.002187] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:51.108792] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:51.216096] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:51.326486] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:51.445505] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:51.560120] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:51.560338] [INFO ] [CONFIGURE ] DLX: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:27:51.560417] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 996 tests
[2025-10-13T23:27:51.560476] [INFO ] [CONFIGURE ] DLX: Testing feature 8/29: add_macd
[2025-10-13T23:27:51.560512] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:27:51.710315] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:51.860700] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:52.016160] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:52.161789] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:52.304209] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:52.447310] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:52.594433] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:52.750865] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:52.899803] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:53.048811] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:53.048979] [INFO ] [CONFIGURE ] DLX: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:27:53.049024] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 995 tests
[2025-10-13T23:27:53.049058] [INFO ] [CONFIGURE ] DLX: Testing feature 9/29: add_mfi
[2025-10-13T23:27:53.049088] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_mfi']
[2025-10-13T23:27:53.170924] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:53.289307] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:53.417184] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:53.548085] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:53.672949] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:53.817976] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:53.950782] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:54.078344] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:54.206330] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:54.337125] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:54.337308] [INFO ] [CONFIGURE ] DLX: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:27:54.337351] [INFO ] [CONFIGURE ] JOB ETA: 25.1m | Avg: 1.5s/test | Remaining: 994 tests
[2025-10-13T23:27:54.337386] [INFO ] [CONFIGURE ] DLX: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:27:54.337417] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:27:54.479552] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:54.618742] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:54.757221] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:54.898691] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:55.035626] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:27:55.174158] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:55.315934] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:27:55.457628] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:55.604571] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:55.746269] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:55.746464] [INFO ] [CONFIGURE ] DLX: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:27:55.746509] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 993 tests
[2025-10-13T23:27:55.746543] [INFO ] [CONFIGURE ] DLX: Testing feature 11/29: add_obv_daily
[2025-10-13T23:27:55.746574] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_obv_daily']
[2025-10-13T23:27:55.860990] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:55.974921] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:56.088938] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:56.203467] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:27:56.319917] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:56.435290] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:56.578129] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:56.696118] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:56.812618] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:56.932310] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:56.932456] [INFO ] [CONFIGURE ] DLX: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:27:56.932499] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 992 tests
[2025-10-13T23:27:56.932533] [INFO ] [CONFIGURE ] DLX: Testing feature 12/29: add_obv_interval
[2025-10-13T23:27:56.932561] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_obv_interval']
[2025-10-13T23:27:57.057217] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:57.173054] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:57.285537] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:57.413807] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:57.553731] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:27:57.692971] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:57.808493] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:27:57.918153] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:58.030248] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:27:58.142990] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:58.143147] [INFO ] [CONFIGURE ] DLX: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:27:58.143189] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 991 tests
[2025-10-13T23:27:58.143223] [INFO ] [CONFIGURE ] DLX: Testing feature 13/29: add_opening_strength
[2025-10-13T23:27:58.143255] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:27:58.263920] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:58.382887] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:27:58.498596] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:27:58.621265] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:27:58.744494] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:27:58.866144] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:27:58.987460] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:27:59.109092] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:27:59.231762] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:27:59.354984] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:27:59.355212] [INFO ] [CONFIGURE ] DLX: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:27:59.355261] [INFO ] [CONFIGURE ] JOB ETA: 25.0m | Avg: 1.5s/test | Remaining: 990 tests
[2025-10-13T23:27:59.355297] [INFO ] [CONFIGURE ] DLX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:27:59.355328] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:27:59.479789] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:27:59.611631] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:27:59.734027] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:27:59.857513] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:27:59.981882] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:00.110189] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:00.238484] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:00.363714] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:00.491153] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:00.623549] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:00.623781] [INFO ] [CONFIGURE ] DLX: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:28:00.623839] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 989 tests
[2025-10-13T23:28:00.623876] [INFO ] [CONFIGURE ] DLX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:28:00.623906] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:28:00.725455] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:00.827721] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:00.931459] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:01.034457] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:01.138146] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:01.242745] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:01.349085] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:01.458941] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:01.572381] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:01.681237] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:01.681389] [INFO ] [CONFIGURE ] DLX: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:28:01.681432] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 988 tests
[2025-10-13T23:28:01.681466] [INFO ] [CONFIGURE ] DLX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:28:01.681496] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:28:01.805478] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:01.925953] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:02.054563] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:02.189918] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:02.322759] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:02.457269] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:02.621519] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:02.757837] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:02.898784] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:03.033486] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:03.033681] [INFO ] [CONFIGURE ] DLX: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:28:03.033743] [INFO ] [CONFIGURE ] JOB ETA: 24.9m | Avg: 1.5s/test | Remaining: 987 tests
[2025-10-13T23:28:03.033779] [INFO ] [CONFIGURE ] DLX: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:28:03.033810] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:28:03.150191] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:03.273441] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:03.395766] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:03.518566] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:03.643475] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:03.762707] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:03.883034] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:28:04.005497] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:04.126983] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:04.248428] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:04.248617] [INFO ] [CONFIGURE ] DLX: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:28:04.248695] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 986 tests
[2025-10-13T23:28:04.248745] [INFO ] [CONFIGURE ] DLX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:28:04.248778] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:28:04.354333] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:04.459134] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:04.566799] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:04.673566] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:04.780482] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:04.888295] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:04.997070] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:05.121266] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:05.249479] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:05.370350] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:05.370507] [INFO ] [CONFIGURE ] DLX: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:28:05.370552] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 985 tests
[2025-10-13T23:28:05.370588] [INFO ] [CONFIGURE ] DLX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:28:05.370668] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:28:05.475726] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:05.581445] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:05.687532] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:05.794307] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:05.901619] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:06.009453] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:06.115737] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:06.222177] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:06.329841] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:06.438283] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:06.438464] [INFO ] [CONFIGURE ] DLX: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:28:06.438509] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 984 tests
[2025-10-13T23:28:06.438543] [INFO ] [CONFIGURE ] DLX: Testing feature 20/29: add_price_rejection
[2025-10-13T23:28:06.438575] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_price_rejection']
[2025-10-13T23:28:06.552568] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:06.665245] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:06.781548] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:06.894044] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:07.006812] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:07.126946] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:07.243555] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:07.359142] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:07.473726] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:07.590125] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:07.590328] [INFO ] [CONFIGURE ] DLX: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:28:07.590391] [INFO ] [CONFIGURE ] JOB ETA: 24.8m | Avg: 1.5s/test | Remaining: 983 tests
[2025-10-13T23:28:07.590429] [INFO ] [CONFIGURE ] DLX: Testing feature 21/29: add_range_position
[2025-10-13T23:28:07.590461] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_range_position']
[2025-10-13T23:28:07.711119] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:07.832286] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:07.955837] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:08.080074] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:08.205113] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:08.333569] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:08.460378] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:08.586631] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:08.714632] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:08.846457] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:08.846617] [INFO ] [CONFIGURE ] DLX: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:28:08.846692] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 982 tests
[2025-10-13T23:28:08.846742] [INFO ] [CONFIGURE ] DLX: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:28:08.846774] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_realized_volatility']
[2025-10-13T23:28:09.014368] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:09.164820] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:09.306429] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:09.446726] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:09.588357] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:09.733550] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:09.880131] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:10.024849] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:10.168505] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:10.313537] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:10.313736] [INFO ] [CONFIGURE ] DLX: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:28:10.313791] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 981 tests
[2025-10-13T23:28:10.313826] [INFO ] [CONFIGURE ] DLX: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:28:10.313857] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_recent_range_context']
[2025-10-13T23:28:10.428064] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:10.544326] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:10.660981] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:10.776536] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:10.893570] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:11.011267] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:11.129310] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:11.246803] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:11.364975] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:11.484658] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:11.484825] [INFO ] [CONFIGURE ] DLX: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:28:11.484869] [INFO ] [CONFIGURE ] JOB ETA: 24.7m | Avg: 1.5s/test | Remaining: 980 tests
[2025-10-13T23:28:11.484904] [INFO ] [CONFIGURE ] DLX: Testing feature 24/29: add_rsi
[2025-10-13T23:28:11.484935] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:28:11.620897] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:11.767381] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:11.904749] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:12.036028] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:12.176167] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:12.316295] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:12.450173] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:12.584509] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:12.724843] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:12.874023] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:12.874233] [INFO ] [CONFIGURE ] DLX: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:28:12.874303] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 979 tests
[2025-10-13T23:28:12.874364] [INFO ] [CONFIGURE ] DLX: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:28:12.874401] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_tick_distribution']
[2025-10-13T23:28:12.991338] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:13.109176] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:13.226894] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:13.343698] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:13.460414] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:13.576054] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:13.696443] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:13.815450] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:13.934340] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:14.053674] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:14.053840] [INFO ] [CONFIGURE ] DLX: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:28:14.053884] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 978 tests
[2025-10-13T23:28:14.053917] [INFO ] [CONFIGURE ] DLX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:28:14.053947] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T23:28:14.172183] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:14.300331] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:14.425590] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:14.555251] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:14.676285] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:14.794754] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:14.914464] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:15.033128] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:15.152444] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:15.273861] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:15.274032] [INFO ] [CONFIGURE ] DLX: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:28:15.274099] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 977 tests
[2025-10-13T23:28:15.274134] [INFO ] [CONFIGURE ] DLX: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:28:15.274166] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_volume_price_divergence']
[2025-10-13T23:28:15.401961] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:15.532241] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:15.662324] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:15.790434] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:15.919935] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:16.047049] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:16.175468] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:16.303830] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:16.431320] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:16.562787] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:16.562970] [INFO ] [CONFIGURE ] DLX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:28:16.563016] [INFO ] [CONFIGURE ] JOB ETA: 24.6m | Avg: 1.5s/test | Remaining: 976 tests
[2025-10-13T23:28:16.563052] [INFO ] [CONFIGURE ] DLX: Testing feature 28/29: add_volume_profile
[2025-10-13T23:28:16.563085] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_volume_profile']
[2025-10-13T23:28:16.681543] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:16.802624] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:16.919920] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:17.037893] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:17.156384] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:17.274811] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:17.411187] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:17.549419] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:17.675449] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:17.794932] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:17.795098] [INFO ] [CONFIGURE ] DLX: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:28:17.795144] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 975 tests
[2025-10-13T23:28:17.795181] [INFO ] [CONFIGURE ] DLX: Testing feature 29/29: add_vwap
[2025-10-13T23:28:17.795215] [INFO ] [CONFIGURE ] DLX: Testing with features: ['add_vwap']
[2025-10-13T23:28:17.990321] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:18.111821] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:18.231381] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:18.351361] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:18.471944] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:18.593069] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:18.714689] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:28:18.836442] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:18.962999] [DEBUG] [FORECASTER] DLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:19.087532] [DEBUG] [FORECASTER] DLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:28:19.087722] [INFO ] [CONFIGURE ] DLX: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:28:19.087779] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 974 tests
[2025-10-13T23:28:19.087816] [INFO ] [CONFIGURE ] DLX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:28:19.087847] [INFO ] [CONFIGURE ] DLX: Best accuracy: 70.00%
[2025-10-13T23:28:19.087875] [INFO ] [CONFIGURE ] DLX: Best feature set (0 features): []
[2025-10-13T23:28:19.087901] [INFO ] [CONFIGURE ] DLX: Improvement over baseline: 0.00%
[2025-10-13T23:28:19.087927] [INFO ] [CONFIGURE ] DLX: Total time: 36.5 seconds
[2025-10-13T23:28:19.087952] [INFO ] [CONFIGURE ] DLX: Average time per feature: 1.3 seconds
[2025-10-13T23:28:19.087979] [INFO ] [CONFIGURE ] DLX: Average speed: 0.79 features/sec
[2025-10-13T23:28:19.088326] [INFO ] [LOCAL     ] Saved configuration for DLX: 0 features, 70.00% accuracy -> ./output/feature-sets/DLX.json
[2025-10-13T23:28:19.088392] [INFO ] [CONFIGURE ] DLX: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T23:28:19.088438] [INFO ] [sig       ] [58/91] Successfully configured DLX | 0.02 sym/s | Total: 43.0m | ETA: 24.5m
[2025-10-13T23:28:19.088472] [INFO ] [sig       ] [59/91] Configuring DOCS...
[2025-10-13T23:28:19.088500] [INFO ] [CONFIGURE ] DOCS: Configurate test run.
[2025-10-13T23:28:19.088529] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOCS' from 'https://tdm.silogroup.org/data/derivative_storage/DOCS.csv'.
[2025-10-13T23:28:19.099792] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOCS'.
[2025-10-13T23:28:19.100336] [INFO ] [CONFIGURE ] DOCS: Testing with 29 available features
[2025-10-13T23:28:19.100415] [INFO ] [CONFIGURE ] DOCS: Establishing baseline with no features...
[2025-10-13T23:28:19.221891] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:19.338786] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:19.456216] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:28:19.584162] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:19.711585] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:19.827287] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:19.941001] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:20.054254] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:20.169601] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:20.285333] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:20.285492] [INFO ] [CONFIGURE ] DOCS: Baseline score (no features): 70.00%
[2025-10-13T23:28:20.285563] [INFO ] [CONFIGURE ] DOCS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:28:20.285632] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:28:20.405450] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:20.523977] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:20.652220] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:20.808726] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:20.931404] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:21.054751] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:21.178093] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:21.303599] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:21.429259] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:21.554870] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:21.555034] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:28:21.555078] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 973 tests
[2025-10-13T23:28:21.555113] [INFO ] [CONFIGURE ] DOCS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:28:21.555143] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:28:21.680983] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:21.808472] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:28:21.940447] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:22.091928] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:22.243939] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:22.395378] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:22.549084] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:22.692260] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:22.823616] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:22.954386] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:22.954530] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:28:22.954573] [INFO ] [CONFIGURE ] JOB ETA: 24.5m | Avg: 1.5s/test | Remaining: 972 tests
[2025-10-13T23:28:22.954608] [INFO ] [CONFIGURE ] DOCS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:28:22.954637] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_daily_returns']
[2025-10-13T23:28:23.055195] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:28:23.156480] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:23.262978] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:23.366359] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:23.469434] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:23.577461] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:23.683374] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:23.817685] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:23.923818] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:24.033334] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:24.033469] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:28:24.033511] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 971 tests
[2025-10-13T23:28:24.033567] [INFO ] [CONFIGURE ] DOCS: Testing feature 4/29: add_ema
[2025-10-13T23:28:24.033600] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_ema']
[2025-10-13T23:28:24.149141] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:24.265272] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:24.382308] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:24.500838] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:24.623738] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:24.747249] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:24.866198] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:24.985439] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:25.105394] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:25.226442] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:25.226590] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:28:25.226634] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 970 tests
[2025-10-13T23:28:25.226708] [INFO ] [CONFIGURE ] DOCS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:28:25.226748] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:28:25.353153] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:25.479721] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:25.615298] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:25.740715] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:25.868016] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:26.002344] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:26.155149] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:26.303439] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:26.457175] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:26.604692] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:26.604925] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:28:26.605007] [INFO ] [CONFIGURE ] JOB ETA: 24.4m | Avg: 1.5s/test | Remaining: 969 tests
[2025-10-13T23:28:26.605087] [INFO ] [CONFIGURE ] DOCS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:28:26.605151] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_failed_moves']
[2025-10-13T23:28:26.736274] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:26.880422] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:27.013784] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:28:27.143233] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:27.274426] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:27.406878] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:27.538066] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:27.674683] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:27.810075] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:27.942236] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:27.942398] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:28:27.942443] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 968 tests
[2025-10-13T23:28:27.942476] [INFO ] [CONFIGURE ] DOCS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:28:27.942507] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_lag_shelf']
[2025-10-13T23:28:28.060954] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:28.182737] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:28.302893] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:28:28.408909] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:28.514766] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:28.619630] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:28.725374] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:28.830328] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:28.935587] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:29.040435] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:29.040563] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:28:29.040605] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 967 tests
[2025-10-13T23:28:29.040638] [INFO ] [CONFIGURE ] DOCS: Testing feature 8/29: add_macd
[2025-10-13T23:28:29.040714] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:28:29.173416] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:29.307299] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:29.443605] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:29.584772] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:29.728788] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:29.904121] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:30.048075] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:30.196488] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:30.345238] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:30.493944] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:30.494123] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:28:30.494167] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 966 tests
[2025-10-13T23:28:30.494203] [INFO ] [CONFIGURE ] DOCS: Testing feature 9/29: add_mfi
[2025-10-13T23:28:30.494234] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_mfi']
[2025-10-13T23:28:30.622898] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:30.745507] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:30.868540] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:30.991820] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:31.115753] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:31.239847] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:31.365872] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:31.492787] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:31.623704] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:31.759461] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:31.759759] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:28:31.759832] [INFO ] [CONFIGURE ] JOB ETA: 24.3m | Avg: 1.5s/test | Remaining: 965 tests
[2025-10-13T23:28:31.759881] [INFO ] [CONFIGURE ] DOCS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:28:31.759921] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:28:31.916173] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:32.051567] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:32.188913] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:32.331540] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:32.478214] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:32.618379] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:32.760500] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:32.937963] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:33.084017] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:33.232040] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:33.232225] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:28:33.232272] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 964 tests
[2025-10-13T23:28:33.232311] [INFO ] [CONFIGURE ] DOCS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:28:33.232347] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_obv_daily']
[2025-10-13T23:28:33.352203] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:33.472146] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:33.588458] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:33.704459] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:33.821434] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:33.939095] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:34.057886] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:34.176773] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:34.296370] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:34.416334] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:34.416547] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:28:34.416592] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 963 tests
[2025-10-13T23:28:34.416626] [INFO ] [CONFIGURE ] DOCS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:28:34.416695] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_obv_interval']
[2025-10-13T23:28:34.533711] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:34.647395] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:34.763852] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:34.879224] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:34.995097] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:35.110372] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:35.225579] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:35.342061] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:35.457847] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:35.576520] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:35.576693] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_obv_interval (score: 20.00%)
[2025-10-13T23:28:35.576754] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 962 tests
[2025-10-13T23:28:35.576792] [INFO ] [CONFIGURE ] DOCS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:28:35.576824] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:28:35.695502] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:35.817368] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:35.966950] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:36.101586] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:36.222015] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:36.343084] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:36.466604] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:36.589827] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:36.717497] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:36.840213] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:36.840393] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:28:36.840455] [INFO ] [CONFIGURE ] JOB ETA: 24.2m | Avg: 1.5s/test | Remaining: 961 tests
[2025-10-13T23:28:36.840494] [INFO ] [CONFIGURE ] DOCS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:28:36.840526] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:28:36.969494] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:37.098848] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:37.229188] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:37.358973] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:37.489195] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:37.620424] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:37.750455] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:37.880672] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:38.009090] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:38.137381] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:38.137519] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:28:38.137582] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.5s/test | Remaining: 960 tests
[2025-10-13T23:28:38.137636] [INFO ] [CONFIGURE ] DOCS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:28:38.137712] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:28:38.244426] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:38.351132] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:38.459436] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:38.568969] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:38.676260] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:38.787836] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:38.902909] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:28:39.016471] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:39.128308] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:39.240966] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:39.241072] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-13T23:28:39.241115] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.5s/test | Remaining: 959 tests
[2025-10-13T23:28:39.241148] [INFO ] [CONFIGURE ] DOCS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:28:39.241248] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:28:39.358693] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:39.475137] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:39.594320] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:39.712085] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:39.829951] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:39.952956] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:40.073611] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:40.195250] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:40.319388] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:40.442428] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:40.442566] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_pbf_overnight_gap (score: 30.00%)
[2025-10-13T23:28:40.442611] [INFO ] [CONFIGURE ] JOB ETA: 24.1m | Avg: 1.5s/test | Remaining: 958 tests
[2025-10-13T23:28:40.442667] [INFO ] [CONFIGURE ] DOCS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:28:40.442764] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:28:40.560404] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:28:40.678092] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:40.797492] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:40.921083] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:41.049605] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:41.177823] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:41.357423] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:41.524959] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:41.698887] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:41.880919] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:41.881149] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:28:41.881226] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.5s/test | Remaining: 957 tests
[2025-10-13T23:28:41.881290] [INFO ] [CONFIGURE ] DOCS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:28:41.881345] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:28:42.070434] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:42.193553] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:42.319675] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:28:42.448784] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:42.584068] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:42.700671] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:42.816160] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:42.930596] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:43.044846] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:43.159735] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:43.159856] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:28:43.159909] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.5s/test | Remaining: 956 tests
[2025-10-13T23:28:43.159950] [INFO ] [CONFIGURE ] DOCS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:28:43.159985] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:28:43.270720] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:43.382590] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:43.495182] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:43.603020] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:43.712935] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:43.821719] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:43.930208] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:44.040769] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:44.149635] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:44.259963] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:44.260106] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:28:44.260150] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.5s/test | Remaining: 955 tests
[2025-10-13T23:28:44.260184] [INFO ] [CONFIGURE ] DOCS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:28:44.260214] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_price_rejection']
[2025-10-13T23:28:44.374554] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:44.487467] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:44.603438] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:44.721581] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:44.836181] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:44.950420] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:45.088743] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:28:45.204634] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:45.323077] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:45.439636] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:45.439800] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-13T23:28:45.439913] [INFO ] [CONFIGURE ] JOB ETA: 24.0m | Avg: 1.5s/test | Remaining: 954 tests
[2025-10-13T23:28:45.439956] [INFO ] [CONFIGURE ] DOCS: Testing feature 21/29: add_range_position
[2025-10-13T23:28:45.439986] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_range_position']
[2025-10-13T23:28:45.559992] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:45.680725] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:45.801852] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:45.923916] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:46.046112] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:46.168009] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:46.291725] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:28:46.416127] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:46.541159] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:46.665795] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:46.665912] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_range_position (score: 20.00%)
[2025-10-13T23:28:46.665955] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.5s/test | Remaining: 953 tests
[2025-10-13T23:28:46.665991] [INFO ] [CONFIGURE ] DOCS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:28:46.666021] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_realized_volatility']
[2025-10-13T23:28:46.801889] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:46.939254] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:47.076773] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:47.214687] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:47.353971] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:47.493299] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:47.634694] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:47.775944] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:47.922492] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:48.066361] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:48.066485] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T23:28:48.066529] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.5s/test | Remaining: 952 tests
[2025-10-13T23:28:48.066563] [INFO ] [CONFIGURE ] DOCS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:28:48.066593] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_recent_range_context']
[2025-10-13T23:28:48.177449] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:48.290095] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:48.418964] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:48.536183] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:48.657205] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:48.774943] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:48.894449] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:49.014178] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:49.130473] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:49.253976] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:49.254146] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_recent_range_context (score: 20.00%)
[2025-10-13T23:28:49.254190] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.5s/test | Remaining: 951 tests
[2025-10-13T23:28:49.254225] [INFO ] [CONFIGURE ] DOCS: Testing feature 24/29: add_rsi
[2025-10-13T23:28:49.254257] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:28:49.395724] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:49.532887] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:49.669757] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:49.809811] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:49.945298] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:50.088785] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:50.229344] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:50.369309] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:50.512534] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:50.663083] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:50.663305] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:28:50.663352] [INFO ] [CONFIGURE ] JOB ETA: 23.9m | Avg: 1.5s/test | Remaining: 950 tests
[2025-10-13T23:28:50.663390] [INFO ] [CONFIGURE ] DOCS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:28:50.663423] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_tick_distribution']
[2025-10-13T23:28:50.782474] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:50.902019] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:51.012478] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:51.151507] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:51.272747] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:51.395212] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:51.517335] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:28:51.645089] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:51.768978] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:51.893110] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:51.893302] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:28:51.893348] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.5s/test | Remaining: 949 tests
[2025-10-13T23:28:51.893383] [INFO ] [CONFIGURE ] DOCS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:28:51.893414] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T23:28:52.006501] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:52.119519] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:52.233697] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:52.357386] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:52.491138] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:52.610793] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:52.729244] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:52.847332] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:52.965371] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:53.083974] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:53.084122] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:28:53.084165] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.5s/test | Remaining: 948 tests
[2025-10-13T23:28:53.084199] [INFO ] [CONFIGURE ] DOCS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:28:53.084230] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_volume_price_divergence']
[2025-10-13T23:28:53.211041] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:53.337848] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:53.461357] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:53.590091] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:53.717893] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:53.846050] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:53.974522] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:54.102996] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:54.241509] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:54.368886] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:54.369081] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:28:54.369126] [INFO ] [CONFIGURE ] JOB ETA: 23.8m | Avg: 1.5s/test | Remaining: 947 tests
[2025-10-13T23:28:54.369162] [INFO ] [CONFIGURE ] DOCS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:28:54.369194] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_volume_profile']
[2025-10-13T23:28:54.499043] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:54.612975] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:54.731345] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:28:54.849552] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:28:54.970050] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:55.090108] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:55.207315] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:55.325921] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:55.444624] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:55.572273] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:28:55.572459] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:28:55.572504] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.5s/test | Remaining: 946 tests
[2025-10-13T23:28:55.572538] [INFO ] [CONFIGURE ] DOCS: Testing feature 29/29: add_vwap
[2025-10-13T23:28:55.572571] [INFO ] [CONFIGURE ] DOCS: Testing with features: ['add_vwap']
[2025-10-13T23:28:55.692013] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:55.809546] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:28:55.926793] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:28:56.053145] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:28:56.176694] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:56.300104] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:28:56.418812] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:56.536108] [DEBUG] [FORECASTER] DOCS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:56.656602] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:56.779504] [DEBUG] [FORECASTER] DOCS: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:28:56.779709] [INFO ] [CONFIGURE ] DOCS: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:28:56.779768] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.5s/test | Remaining: 945 tests
[2025-10-13T23:28:56.779806] [INFO ] [CONFIGURE ] DOCS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:28:56.779888] [INFO ] [CONFIGURE ] DOCS: Best accuracy: 70.00%
[2025-10-13T23:28:56.779940] [INFO ] [CONFIGURE ] DOCS: Best feature set (0 features): []
[2025-10-13T23:28:56.779970] [INFO ] [CONFIGURE ] DOCS: Improvement over baseline: 0.00%
[2025-10-13T23:28:56.779996] [INFO ] [CONFIGURE ] DOCS: Total time: 36.5 seconds
[2025-10-13T23:28:56.780024] [INFO ] [CONFIGURE ] DOCS: Average time per feature: 1.3 seconds
[2025-10-13T23:28:56.780050] [INFO ] [CONFIGURE ] DOCS: Average speed: 0.79 features/sec
[2025-10-13T23:28:56.780419] [INFO ] [LOCAL     ] Saved configuration for DOCS: 0 features, 70.00% accuracy -> ./output/feature-sets/DOCS.json
[2025-10-13T23:28:56.780475] [INFO ] [CONFIGURE ] DOCS: Configuration saved successfully: 0 features, 70.00% accuracy.
[2025-10-13T23:28:56.780514] [INFO ] [sig       ] [59/91] Successfully configured DOCS | 0.02 sym/s | Total: 43.6m | ETA: 23.7m
[2025-10-13T23:28:56.780663] [INFO ] [sig       ] [60/91] Configuring DQ...
[2025-10-13T23:28:56.780720] [INFO ] [CONFIGURE ] DQ: Configurate test run.
[2025-10-13T23:28:56.780753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DQ' from 'https://tdm.silogroup.org/data/derivative_storage/DQ.csv'.
[2025-10-13T23:28:56.790829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DQ'.
[2025-10-13T23:28:56.791107] [INFO ] [CONFIGURE ] DQ: Testing with 29 available features
[2025-10-13T23:28:56.791161] [INFO ] [CONFIGURE ] DQ: Establishing baseline with no features...
[2025-10-13T23:28:56.895865] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:57.001590] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:28:57.109104] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:57.215150] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:28:57.321976] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:57.436081] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:57.548151] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:28:57.658457] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:28:57.767910] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:28:57.876266] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:28:57.876406] [INFO ] [CONFIGURE ] DQ: Baseline score (no features): 60.00%
[2025-10-13T23:28:57.876451] [INFO ] [CONFIGURE ] DQ: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:28:57.876483] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:28:57.989788] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:28:58.109458] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:58.228946] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:28:58.342728] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:28:58.467991] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:28:58.598251] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:58.731383] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:28:58.852097] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:28:58.972584] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:28:59.093928] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:28:59.094089] [INFO ] [CONFIGURE ] DQ: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:28:59.094195] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.5s/test | Remaining: 944 tests
[2025-10-13T23:28:59.094248] [INFO ] [CONFIGURE ] DQ: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:28:59.094282] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:28:59.218021] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:28:59.343177] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:28:59.462836] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:28:59.581987] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:28:59.704530] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:28:59.825323] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:28:59.947301] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:00.076141] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:00.199628] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:00.325619] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:00.325826] [INFO ] [CONFIGURE ] DQ: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:29:00.325888] [INFO ] [CONFIGURE ] JOB ETA: 23.7m | Avg: 1.5s/test | Remaining: 943 tests
[2025-10-13T23:29:00.325926] [INFO ] [CONFIGURE ] DQ: Testing feature 3/29: add_daily_returns
[2025-10-13T23:29:00.325958] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_daily_returns']
[2025-10-13T23:29:00.435202] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:00.560195] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:00.673365] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:00.781739] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:00.891429] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:01.001920] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:01.112488] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:01.224585] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:01.345084] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:01.461905] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:01.462109] [INFO ] [CONFIGURE ] DQ: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:29:01.462154] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.5s/test | Remaining: 942 tests
[2025-10-13T23:29:01.462189] [INFO ] [CONFIGURE ] DQ: Testing feature 4/29: add_ema
[2025-10-13T23:29:01.462221] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_ema']
[2025-10-13T23:29:01.595467] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:01.725146] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:01.868476] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:02.000315] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:02.120615] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:02.240520] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:02.360920] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:02.483109] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:02.609622] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:02.732607] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:02.732782] [INFO ] [CONFIGURE ] DQ: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:29:02.732833] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.5s/test | Remaining: 941 tests
[2025-10-13T23:29:02.732868] [INFO ] [CONFIGURE ] DQ: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:29:02.732898] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:29:02.859011] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:02.985026] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:03.111286] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:03.242085] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:03.370529] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:03.499106] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:03.636173] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:03.766435] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:03.899417] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:04.030962] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:04.031137] [INFO ] [CONFIGURE ] DQ: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:29:04.031199] [INFO ] [CONFIGURE ] JOB ETA: 23.6m | Avg: 1.5s/test | Remaining: 940 tests
[2025-10-13T23:29:04.031238] [INFO ] [CONFIGURE ] DQ: Testing feature 6/29: add_failed_moves
[2025-10-13T23:29:04.031277] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_failed_moves']
[2025-10-13T23:29:04.141963] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:04.252294] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:04.363734] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:04.475421] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:04.592256] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:04.705239] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:04.819383] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:04.934051] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:05.052822] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:05.169497] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:05.169680] [INFO ] [CONFIGURE ] DQ: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:29:05.169741] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.5s/test | Remaining: 939 tests
[2025-10-13T23:29:05.169778] [INFO ] [CONFIGURE ] DQ: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:29:05.169810] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_lag_shelf']
[2025-10-13T23:29:05.277483] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:05.388631] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:05.504187] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:05.616937] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:05.730024] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:05.843182] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:05.955398] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:06.063391] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:06.171432] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:06.277166] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:06.277312] [INFO ] [CONFIGURE ] DQ: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:29:06.277379] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.5s/test | Remaining: 938 tests
[2025-10-13T23:29:06.277438] [INFO ] [CONFIGURE ] DQ: Testing feature 8/29: add_macd
[2025-10-13T23:29:06.277473] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:29:06.417154] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:06.559954] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:06.699072] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:06.838445] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:06.978103] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:07.118763] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:07.264600] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:07.406967] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:07.550180] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:07.692259] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:07.692434] [INFO ] [CONFIGURE ] DQ: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:29:07.692480] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.5s/test | Remaining: 937 tests
[2025-10-13T23:29:07.692515] [INFO ] [CONFIGURE ] DQ: Testing feature 9/29: add_mfi
[2025-10-13T23:29:07.692547] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_mfi']
[2025-10-13T23:29:07.814544] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:07.935427] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:08.056974] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:08.177859] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:08.297550] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:08.419046] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:08.543427] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:08.663710] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:08.802022] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:08.967916] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:08.968157] [INFO ] [CONFIGURE ] DQ: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:29:08.968249] [INFO ] [CONFIGURE ] JOB ETA: 23.5m | Avg: 1.5s/test | Remaining: 936 tests
[2025-10-13T23:29:08.968321] [INFO ] [CONFIGURE ] DQ: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:29:08.968388] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:29:09.151028] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:09.292837] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:09.426594] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:09.560905] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:09.693771] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:09.832954] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:09.970281] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:10.107765] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:10.242581] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:10.380275] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:10.380481] [INFO ] [CONFIGURE ] DQ: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:29:10.380544] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.5s/test | Remaining: 935 tests
[2025-10-13T23:29:10.380584] [INFO ] [CONFIGURE ] DQ: Testing feature 11/29: add_obv_daily
[2025-10-13T23:29:10.380617] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_obv_daily']
[2025-10-13T23:29:10.497432] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:10.607788] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:10.719170] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:10.833735] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:10.946578] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:11.059304] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:29:11.173429] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:11.287376] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:11.401367] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:11.515867] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:11.516023] [INFO ] [CONFIGURE ] DQ: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:29:11.516066] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.5s/test | Remaining: 934 tests
[2025-10-13T23:29:11.516121] [INFO ] [CONFIGURE ] DQ: Testing feature 12/29: add_obv_interval
[2025-10-13T23:29:11.516178] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_obv_interval']
[2025-10-13T23:29:11.625525] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:11.736028] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:11.850248] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:11.963693] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:12.078778] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:12.198254] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:12.331494] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:12.446998] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:12.561406] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:12.681736] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:12.681944] [INFO ] [CONFIGURE ] DQ: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:29:12.681994] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.5s/test | Remaining: 933 tests
[2025-10-13T23:29:12.682029] [INFO ] [CONFIGURE ] DQ: Testing feature 13/29: add_opening_strength
[2025-10-13T23:29:12.682061] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:29:12.802191] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:12.924344] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:13.043982] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:13.164418] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:13.287590] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:13.408402] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:13.529465] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:13.652244] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:13.776853] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:13.901470] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:13.901619] [INFO ] [CONFIGURE ] DQ: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:29:13.901694] [INFO ] [CONFIGURE ] JOB ETA: 23.4m | Avg: 1.5s/test | Remaining: 932 tests
[2025-10-13T23:29:13.901741] [INFO ] [CONFIGURE ] DQ: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:29:13.901774] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:29:14.025172] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:14.148175] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:14.273566] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:14.399728] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:14.526121] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:14.652195] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:14.779773] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:14.915004] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:15.054452] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:15.182947] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:15.183159] [INFO ] [CONFIGURE ] DQ: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:29:15.183210] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.5s/test | Remaining: 931 tests
[2025-10-13T23:29:15.183247] [INFO ] [CONFIGURE ] DQ: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:29:15.183277] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:29:15.290714] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:15.397673] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:15.505063] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:15.613123] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:15.727017] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:15.849847] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:15.974704] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:16.092828] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:16.216052] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:16.343365] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:16.343587] [INFO ] [CONFIGURE ] DQ: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:29:16.343659] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.5s/test | Remaining: 930 tests
[2025-10-13T23:29:16.343721] [INFO ] [CONFIGURE ] DQ: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:29:16.343758] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:29:16.475285] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:16.598349] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:16.714390] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:16.830992] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:16.947672] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:17.065104] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:17.182047] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:17.302309] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:17.424474] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:17.562848] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:17.563119] [INFO ] [CONFIGURE ] DQ: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:29:17.563185] [INFO ] [CONFIGURE ] JOB ETA: 23.3m | Avg: 1.5s/test | Remaining: 929 tests
[2025-10-13T23:29:17.563225] [INFO ] [CONFIGURE ] DQ: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:29:17.563261] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:29:17.689203] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:17.810028] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:17.932005] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:18.053812] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:18.189046] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:18.309307] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:18.429510] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:18.549815] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:18.679202] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:18.803977] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:18.804169] [INFO ] [CONFIGURE ] DQ: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:29:18.804212] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.5s/test | Remaining: 928 tests
[2025-10-13T23:29:18.804247] [INFO ] [CONFIGURE ] DQ: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:29:18.804278] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:29:18.911364] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.017836] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:19.127176] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:19.236160] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:19.345993] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.452909] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.561265] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:19.669451] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.777903] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.885400] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:19.885533] [INFO ] [CONFIGURE ] DQ: DISCARDED add_pbf_volatility_5d (score: 30.00%)
[2025-10-13T23:29:19.885576] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.5s/test | Remaining: 927 tests
[2025-10-13T23:29:19.885611] [INFO ] [CONFIGURE ] DQ: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:29:19.885660] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:29:19.994267] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:20.103161] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:20.213236] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:20.325398] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:20.440803] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:20.558377] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:20.674451] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:20.785388] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:20.896257] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:21.006193] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:21.006360] [INFO ] [CONFIGURE ] DQ: KEPT add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:29:21.006404] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.5s/test | Remaining: 926 tests
[2025-10-13T23:29:21.006438] [INFO ] [CONFIGURE ] DQ: Testing feature 20/29: add_price_rejection
[2025-10-13T23:29:21.006469] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_price_rejection']
[2025-10-13T23:29:21.133595] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:21.260706] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:21.394100] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:21.525419] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:21.656968] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:21.797691] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:21.941152] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:22.078451] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:22.211421] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:22.341103] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:22.341254] [INFO ] [CONFIGURE ] DQ: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:29:22.341297] [INFO ] [CONFIGURE ] JOB ETA: 23.2m | Avg: 1.5s/test | Remaining: 925 tests
[2025-10-13T23:29:22.341332] [INFO ] [CONFIGURE ] DQ: Testing feature 21/29: add_range_position
[2025-10-13T23:29:22.341364] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_range_position']
[2025-10-13T23:29:22.474298] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:22.606032] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:22.740082] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:22.876317] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:23.009661] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:23.144304] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:23.281176] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:23.417426] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:23.557508] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:23.694098] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:23.694259] [INFO ] [CONFIGURE ] DQ: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:29:23.694304] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.5s/test | Remaining: 924 tests
[2025-10-13T23:29:23.694337] [INFO ] [CONFIGURE ] DQ: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:29:23.694368] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_realized_volatility']
[2025-10-13T23:29:23.842895] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:23.993511] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:24.140920] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:24.290441] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:24.439604] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:24.595018] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:24.751316] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:24.904263] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:25.062310] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:25.216491] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:25.216669] [INFO ] [CONFIGURE ] DQ: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:29:25.216731] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.5s/test | Remaining: 923 tests
[2025-10-13T23:29:25.216769] [INFO ] [CONFIGURE ] DQ: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:29:25.216800] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_recent_range_context']
[2025-10-13T23:29:25.347757] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:25.473321] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:25.600088] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:25.725903] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:25.851371] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:25.981884] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:26.112338] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:26.253183] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:26.398532] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:26.552607] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:26.552826] [INFO ] [CONFIGURE ] DQ: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T23:29:26.552879] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.5s/test | Remaining: 922 tests
[2025-10-13T23:29:26.552917] [INFO ] [CONFIGURE ] DQ: Testing feature 24/29: add_rsi
[2025-10-13T23:29:26.552950] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_ema', 'add_rsi']
[2025-10-13T23:29:26.698631] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:26.840835] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:26.980539] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:27.122590] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:27.263766] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:27.408181] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:27.550831] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:27.693898] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:27.850122] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:27.993521] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:27.993724] [INFO ] [CONFIGURE ] DQ: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:29:27.993783] [INFO ] [CONFIGURE ] JOB ETA: 23.1m | Avg: 1.5s/test | Remaining: 921 tests
[2025-10-13T23:29:27.993821] [INFO ] [CONFIGURE ] DQ: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:29:27.993851] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_tick_distribution']
[2025-10-13T23:29:28.115127] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:28.234123] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:28.355024] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:28.474588] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:28.596091] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:28.731607] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:28.851151] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:28.972811] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:29.093719] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:29.217525] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:29.217748] [INFO ] [CONFIGURE ] DQ: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:29:29.217804] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.5s/test | Remaining: 920 tests
[2025-10-13T23:29:29.217870] [INFO ] [CONFIGURE ] DQ: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:29:29.217923] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_volume_momentum_confirmation']
[2025-10-13T23:29:29.336771] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:29.454597] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:29.574689] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:29.694176] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:29.821742] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:29.952949] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:30.080022] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:30.205517] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:30.329098] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:30.456038] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:30.456197] [INFO ] [CONFIGURE ] DQ: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:29:30.456241] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.5s/test | Remaining: 919 tests
[2025-10-13T23:29:30.456276] [INFO ] [CONFIGURE ] DQ: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:29:30.456307] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_volume_price_divergence']
[2025-10-13T23:29:30.587837] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:29:30.724530] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:30.871775] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:31.008367] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:31.145929] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:31.282336] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:31.420782] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:31.558080] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:31.694499] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:31.841349] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:31.841534] [INFO ] [CONFIGURE ] DQ: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:29:31.841579] [INFO ] [CONFIGURE ] JOB ETA: 23.0m | Avg: 1.5s/test | Remaining: 918 tests
[2025-10-13T23:29:31.841612] [INFO ] [CONFIGURE ] DQ: Testing feature 28/29: add_volume_profile
[2025-10-13T23:29:31.841664] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_volume_profile']
[2025-10-13T23:29:31.966248] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:32.092086] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:32.219918] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:29:32.349083] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:32.474892] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:29:32.603490] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:32.735695] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:29:32.863324] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:32.990404] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:33.122621] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:33.122796] [INFO ] [CONFIGURE ] DQ: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:29:33.122847] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.5s/test | Remaining: 917 tests
[2025-10-13T23:29:33.122883] [INFO ] [CONFIGURE ] DQ: Testing feature 29/29: add_vwap
[2025-10-13T23:29:33.122917] [INFO ] [CONFIGURE ] DQ: Testing with features: ['add_pbf_vs_sma_5', 'add_vwap']
[2025-10-13T23:29:33.244822] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:29:33.369152] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:33.496387] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:29:33.631367] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:29:33.766873] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:29:33.896154] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:34.043747] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:29:34.197290] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:34.383001] [DEBUG] [FORECASTER] DQ: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:34.534791] [DEBUG] [FORECASTER] DQ: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:34.535000] [INFO ] [CONFIGURE ] DQ: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:29:34.535045] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.5s/test | Remaining: 916 tests
[2025-10-13T23:29:34.535082] [INFO ] [CONFIGURE ] DQ: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:29:34.535113] [INFO ] [CONFIGURE ] DQ: Best accuracy: 70.00%
[2025-10-13T23:29:34.535145] [INFO ] [CONFIGURE ] DQ: Best feature set (1 features): ['add_pbf_vs_sma_5']
[2025-10-13T23:29:34.535173] [INFO ] [CONFIGURE ] DQ: Improvement over baseline: 10.00%
[2025-10-13T23:29:34.535201] [INFO ] [CONFIGURE ] DQ: Total time: 36.7 seconds
[2025-10-13T23:29:34.535228] [INFO ] [CONFIGURE ] DQ: Average time per feature: 1.3 seconds
[2025-10-13T23:29:34.535255] [INFO ] [CONFIGURE ] DQ: Average speed: 0.79 features/sec
[2025-10-13T23:29:34.536065] [INFO ] [LOCAL     ] Saved configuration for DQ: 1 features, 70.00% accuracy -> ./output/feature-sets/DQ.json
[2025-10-13T23:29:34.536126] [INFO ] [CONFIGURE ] DQ: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-13T23:29:34.536185] [INFO ] [sig       ] [60/91] Successfully configured DQ | 0.02 sym/s | Total: 44.3m | ETA: 22.9m
[2025-10-13T23:29:34.536253] [INFO ] [sig       ] [61/91] Configuring DTM...
[2025-10-13T23:29:34.536309] [INFO ] [CONFIGURE ] DTM: Configurate test run.
[2025-10-13T23:29:34.536368] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTM' from 'https://tdm.silogroup.org/data/derivative_storage/DTM.csv'.
[2025-10-13T23:29:34.551782] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTM'.
[2025-10-13T23:29:34.552378] [INFO ] [CONFIGURE ] DTM: Testing with 29 available features
[2025-10-13T23:29:34.552462] [INFO ] [CONFIGURE ] DTM: Establishing baseline with no features...
[2025-10-13T23:29:34.698765] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:34.806099] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:34.912939] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:35.023225] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:35.133776] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:29:35.247609] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:35.358483] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:35.464399] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:35.575176] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:35.676156] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:35.676300] [INFO ] [CONFIGURE ] DTM: Baseline score (no features): 40.00%
[2025-10-13T23:29:35.676344] [INFO ] [CONFIGURE ] DTM: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:29:35.676377] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:29:35.784782] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:35.895065] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:36.004742] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:36.113622] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:36.223353] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:36.333153] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:36.449203] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:36.566802] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:36.685375] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:36.804991] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:36.805190] [INFO ] [CONFIGURE ] DTM: KEPT add_bollinger_bands (score: 50.00%)
[2025-10-13T23:29:36.805239] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.5s/test | Remaining: 915 tests
[2025-10-13T23:29:36.805277] [INFO ] [CONFIGURE ] DTM: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:29:36.805310] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:29:36.942235] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:37.087196] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:37.223029] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:37.358146] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:37.493598] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:37.629867] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:37.766957] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:37.906121] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:38.046688] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:38.189358] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:38.189551] [INFO ] [CONFIGURE ] DTM: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:29:38.189597] [INFO ] [CONFIGURE ] JOB ETA: 22.9m | Avg: 1.5s/test | Remaining: 914 tests
[2025-10-13T23:29:38.189635] [INFO ] [CONFIGURE ] DTM: Testing feature 3/29: add_daily_returns
[2025-10-13T23:29:38.189711] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:29:38.309377] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:38.428069] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:38.549761] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:38.675215] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:38.803151] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:38.927497] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:39.049144] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:39.171277] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:39.299724] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:39.428928] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:39.429129] [INFO ] [CONFIGURE ] DTM: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:29:39.429176] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.5s/test | Remaining: 913 tests
[2025-10-13T23:29:39.429212] [INFO ] [CONFIGURE ] DTM: Testing feature 4/29: add_ema
[2025-10-13T23:29:39.429244] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:29:39.569250] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:39.709033] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:39.843792] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:39.978222] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:40.129017] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:40.262598] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:40.397130] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:40.535788] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:40.671318] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:40.807334] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:40.807488] [INFO ] [CONFIGURE ] DTM: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:29:40.807532] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.5s/test | Remaining: 912 tests
[2025-10-13T23:29:40.807625] [INFO ] [CONFIGURE ] DTM: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:29:40.807709] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:29:40.947399] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:41.109576] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:41.269532] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:41.413671] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:41.558619] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:41.703532] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:41.848357] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:41.994795] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:29:42.165801] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:42.321621] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:42.321852] [INFO ] [CONFIGURE ] DTM: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:29:42.321915] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.5s/test | Remaining: 911 tests
[2025-10-13T23:29:42.321953] [INFO ] [CONFIGURE ] DTM: Testing feature 6/29: add_failed_moves
[2025-10-13T23:29:42.321985] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:29:42.442539] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:42.566813] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:42.688380] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:42.813454] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:42.974192] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:43.100768] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:43.226276] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:43.351248] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:43.491721] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:43.618069] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:43.618236] [INFO ] [CONFIGURE ] DTM: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:29:43.618279] [INFO ] [CONFIGURE ] JOB ETA: 22.8m | Avg: 1.5s/test | Remaining: 910 tests
[2025-10-13T23:29:43.618315] [INFO ] [CONFIGURE ] DTM: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:29:43.618346] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:29:43.733127] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:43.858184] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:29:43.982691] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:44.097125] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:44.214913] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:44.340961] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:44.461120] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:44.581819] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:44.706252] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:29:44.826328] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:44.826503] [INFO ] [CONFIGURE ] DTM: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:29:44.826550] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.5s/test | Remaining: 909 tests
[2025-10-13T23:29:44.826668] [INFO ] [CONFIGURE ] DTM: Testing feature 8/29: add_macd
[2025-10-13T23:29:44.826727] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:29:44.983611] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:45.140892] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:45.298571] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:45.457054] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:45.628244] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:45.787475] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:45.944495] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:46.106892] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:46.265859] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:46.425850] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:46.426044] [INFO ] [CONFIGURE ] DTM: KEPT add_macd (score: 60.00%)
[2025-10-13T23:29:46.426089] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.5s/test | Remaining: 908 tests
[2025-10-13T23:29:46.426125] [INFO ] [CONFIGURE ] DTM: Testing feature 9/29: add_mfi
[2025-10-13T23:29:46.426157] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T23:29:46.602663] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:46.779461] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:46.955631] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:47.133896] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:47.316079] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:47.491666] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:47.666387] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:47.836714] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:48.028983] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:48.207313] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:48.207539] [INFO ] [CONFIGURE ] DTM: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:29:48.207630] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.5s/test | Remaining: 907 tests
[2025-10-13T23:29:48.207713] [INFO ] [CONFIGURE ] DTM: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:29:48.207755] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:29:48.390891] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:48.580215] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:48.769102] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:48.953221] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:29:49.148771] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:49.337907] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:49.522783] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:49.716526] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:49.925584] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:50.129707] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:50.129900] [INFO ] [CONFIGURE ] DTM: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-13T23:29:50.129945] [INFO ] [CONFIGURE ] JOB ETA: 22.7m | Avg: 1.5s/test | Remaining: 906 tests
[2025-10-13T23:29:50.129983] [INFO ] [CONFIGURE ] DTM: Testing feature 11/29: add_obv_daily
[2025-10-13T23:29:50.130017] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-13T23:29:50.292892] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:50.454890] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:50.628724] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:50.801504] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:50.976838] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:51.153854] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:51.326023] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:51.497528] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:51.662136] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:51.828923] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:51.829082] [INFO ] [CONFIGURE ] DTM: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:29:51.829150] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.5s/test | Remaining: 905 tests
[2025-10-13T23:29:51.829209] [INFO ] [CONFIGURE ] DTM: Testing feature 12/29: add_obv_interval
[2025-10-13T23:29:51.829244] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-13T23:29:51.991035] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:52.152258] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:52.311149] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:52.475365] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:52.633989] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:52.793978] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:52.954522] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:53.118514] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:53.282359] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:53.446227] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:53.446422] [INFO ] [CONFIGURE ] DTM: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:29:53.446467] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.5s/test | Remaining: 904 tests
[2025-10-13T23:29:53.446502] [INFO ] [CONFIGURE ] DTM: Testing feature 13/29: add_opening_strength
[2025-10-13T23:29:53.446587] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:29:53.614995] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:53.788330] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:53.963305] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:54.130952] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:54.299230] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:54.467768] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:29:54.637986] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:54.813723] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:54.996799] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:55.176929] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:55.177105] [INFO ] [CONFIGURE ] DTM: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:29:55.177149] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.5s/test | Remaining: 903 tests
[2025-10-13T23:29:55.177185] [INFO ] [CONFIGURE ] DTM: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:29:55.177217] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_order_flow_imbalance']
[2025-10-13T23:29:55.350659] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:55.525464] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:55.696720] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:55.872017] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:56.049351] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:56.226130] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:56.407687] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:56.584030] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:56.762057] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:56.942224] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:29:56.942412] [INFO ] [CONFIGURE ] DTM: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:29:56.942456] [INFO ] [CONFIGURE ] JOB ETA: 22.6m | Avg: 1.5s/test | Remaining: 902 tests
[2025-10-13T23:29:56.942491] [INFO ] [CONFIGURE ] DTM: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:29:56.942523] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum']
[2025-10-13T23:29:57.108474] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:29:57.265787] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:57.418976] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:57.576695] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:29:57.730777] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:57.886719] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:29:58.043526] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:58.198780] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:58.356738] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:29:58.514837] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:29:58.514992] [INFO ] [CONFIGURE ] DTM: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T23:29:58.515035] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 901 tests
[2025-10-13T23:29:58.515069] [INFO ] [CONFIGURE ] DTM: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:29:58.515100] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_overnight_gap']
[2025-10-13T23:29:58.669510] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:29:58.828432] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:29:58.983010] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:29:59.137976] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:29:59.293907] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:29:59.449927] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:29:59.607068] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:29:59.765044] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:29:59.924374] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:00.096942] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:00.097115] [INFO ] [CONFIGURE ] DTM: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:30:00.097161] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 900 tests
[2025-10-13T23:30:00.097195] [INFO ] [CONFIGURE ] DTM: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:30:00.097226] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_return_2d']
[2025-10-13T23:30:00.269928] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:00.439030] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:00.608728] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:00.780353] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:00.951921] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:01.131571] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:01.324331] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:01.575069] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:30:01.791911] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:02.002373] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:02.002666] [INFO ] [CONFIGURE ] DTM: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-13T23:30:02.002732] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 899 tests
[2025-10-13T23:30:02.002774] [INFO ] [CONFIGURE ] DTM: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:30:02.002809] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_volatility_5d']
[2025-10-13T23:30:02.176595] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:02.350702] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:02.535841] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:02.702199] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:30:02.866612] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:03.043858] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:03.217187] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:03.377913] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:03.538514] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:03.701786] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:03.701938] [INFO ] [CONFIGURE ] DTM: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:30:03.701982] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 898 tests
[2025-10-13T23:30:03.702016] [INFO ] [CONFIGURE ] DTM: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:30:03.702047] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_pbf_vs_sma_5']
[2025-10-13T23:30:03.850317] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:03.999081] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:04.147658] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:04.297527] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:04.447399] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:04.596962] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:04.749146] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:04.901366] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:05.080081] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:05.239336] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:05.239470] [INFO ] [CONFIGURE ] DTM: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:30:05.239514] [INFO ] [CONFIGURE ] JOB ETA: 22.5m | Avg: 1.5s/test | Remaining: 897 tests
[2025-10-13T23:30:05.239548] [INFO ] [CONFIGURE ] DTM: Testing feature 20/29: add_price_rejection
[2025-10-13T23:30:05.239579] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_price_rejection']
[2025-10-13T23:30:05.406043] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:05.573883] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:05.743509] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:05.911195] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:06.077583] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:06.245356] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:06.413237] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:06.579286] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:06.747021] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:06.913932] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:06.914068] [INFO ] [CONFIGURE ] DTM: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:30:06.914113] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 896 tests
[2025-10-13T23:30:06.914147] [INFO ] [CONFIGURE ] DTM: Testing feature 21/29: add_range_position
[2025-10-13T23:30:06.914178] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_range_position']
[2025-10-13T23:30:07.081855] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:07.246844] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:07.439321] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:07.606665] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:07.794623] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:07.990452] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:08.186554] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:08.388796] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:08.592163] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:08.789883] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:08.790062] [INFO ] [CONFIGURE ] DTM: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:30:08.790115] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 895 tests
[2025-10-13T23:30:08.790153] [INFO ] [CONFIGURE ] DTM: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:30:08.790187] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_realized_volatility']
[2025-10-13T23:30:08.981353] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:09.185725] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:30:09.376497] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:09.568998] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:30:09.758213] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:09.966151] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:10.194841] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:10.432737] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:10.665744] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:10.897940] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:10.898122] [INFO ] [CONFIGURE ] DTM: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:30:10.898171] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 894 tests
[2025-10-13T23:30:10.898208] [INFO ] [CONFIGURE ] DTM: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:30:10.898241] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_recent_range_context']
[2025-10-13T23:30:11.093277] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:11.288422] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:11.487360] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:11.688227] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:11.890885] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:12.092971] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:12.294661] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:12.496963] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:12.700307] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:12.903088] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:12.903309] [INFO ] [CONFIGURE ] DTM: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:30:12.903364] [INFO ] [CONFIGURE ] JOB ETA: 22.4m | Avg: 1.5s/test | Remaining: 893 tests
[2025-10-13T23:30:12.903401] [INFO ] [CONFIGURE ] DTM: Testing feature 24/29: add_rsi
[2025-10-13T23:30:12.903434] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_ema', 'add_rsi']
[2025-10-13T23:30:13.113093] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:13.328205] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:13.544449] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:13.743222] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:13.938275] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:14.132933] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:14.341563] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:14.538155] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:14.735232] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:14.931862] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:14.932038] [INFO ] [CONFIGURE ] DTM: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:30:14.932081] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 892 tests
[2025-10-13T23:30:14.932116] [INFO ] [CONFIGURE ] DTM: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:30:14.932147] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_tick_distribution']
[2025-10-13T23:30:15.101951] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:15.269454] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:15.439818] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:15.608785] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:15.780395] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:15.952422] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:16.113908] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:16.275322] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:16.439025] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:16.610065] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:16.610258] [INFO ] [CONFIGURE ] DTM: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:30:16.610302] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 891 tests
[2025-10-13T23:30:16.610336] [INFO ] [CONFIGURE ] DTM: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:30:16.610368] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_volume_momentum_confirmation']
[2025-10-13T23:30:16.777932] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:16.949698] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:17.120973] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:17.291590] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:17.465934] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:17.640108] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:17.815480] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:17.991046] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:18.164148] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:18.336885] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:18.337077] [INFO ] [CONFIGURE ] DTM: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:30:18.337123] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 890 tests
[2025-10-13T23:30:18.337162] [INFO ] [CONFIGURE ] DTM: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:30:18.337195] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_volume_price_divergence']
[2025-10-13T23:30:18.514218] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:18.692394] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:18.882469] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:19.058528] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:19.245107] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:19.420586] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:19.607283] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:19.787770] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:19.960534] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:20.134805] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:20.134968] [INFO ] [CONFIGURE ] DTM: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:30:20.135013] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 889 tests
[2025-10-13T23:30:20.135047] [INFO ] [CONFIGURE ] DTM: Testing feature 28/29: add_volume_profile
[2025-10-13T23:30:20.135078] [INFO ] [CONFIGURE ] DTM: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd', 'add_volume_profile']
[2025-10-13T23:30:20.292834] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:20.451060] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:30:20.611697] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:30:20.770559] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:30:20.943167] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:30:21.113585] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:30:21.284298] [DEBUG] [FORECASTER] DTM: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:21.456157] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:21.623234] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:30:21.789603] [DEBUG] [FORECASTER] DTM: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:30:21.789802] [INFO ] [CONFIGURE ] DTM: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:30:21.789853] [INFO ] [CONFIGURE ] JOB ETA: 22.3m | Avg: 1.5s/test | Remaining: 888 tests
[2025-10-13T23:30:21.789892] [INFO ] [CONFIGURE ] DTM: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:30:21.789921] [INFO ] [CONFIGURE ] DTM: Best accuracy: 60.00%
[2025-10-13T23:30:21.789953] [INFO ] [CONFIGURE ] DTM: Best feature set (3 features): ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:30:21.789981] [INFO ] [CONFIGURE ] DTM: Improvement over baseline: 20.00%
[2025-10-13T23:30:21.790007] [INFO ] [CONFIGURE ] DTM: Total time: 46.1 seconds
[2025-10-13T23:30:21.790033] [INFO ] [CONFIGURE ] DTM: Average time per feature: 1.6 seconds
[2025-10-13T23:30:21.790060] [INFO ] [CONFIGURE ] DTM: Average speed: 0.63 features/sec
[2025-10-13T23:30:21.790687] [INFO ] [LOCAL     ] Saved configuration for DTM: 3 features, 60.00% accuracy -> ./output/feature-sets/DTM.json
[2025-10-13T23:30:21.790743] [INFO ] [CONFIGURE ] DTM: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-13T23:30:21.790794] [INFO ] [sig       ] [61/91] Successfully configured DTM | 0.02 sym/s | Total: 45.1m | ETA: 22.2m
[2025-10-13T23:30:21.790850] [INFO ] [sig       ] [62/91] Configuring DUKB...
[2025-10-13T23:30:21.790882] [INFO ] [CONFIGURE ] DUKB: Configurate test run.
[2025-10-13T23:30:21.790941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DUKB' from 'https://tdm.silogroup.org/data/derivative_storage/DUKB.csv'.
[2025-10-13T23:30:21.804299] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DUKB'.
[2025-10-13T23:30:21.804680] [INFO ] [CONFIGURE ] DUKB: Testing with 29 available features
[2025-10-13T23:30:21.804737] [INFO ] [CONFIGURE ] DUKB: Establishing baseline with no features...
[2025-10-13T23:30:21.907473] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:22.008588] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:22.113340] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:22.215322] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:22.317691] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:22.423249] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:22.544048] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:22.649963] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:22.756662] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:22.865929] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:22.866097] [INFO ] [CONFIGURE ] DUKB: Baseline score (no features): 50.00%
[2025-10-13T23:30:22.866147] [INFO ] [CONFIGURE ] DUKB: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:30:22.866181] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:30:22.986457] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:23.102154] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:23.216800] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:23.334756] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:23.451928] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:23.573448] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:23.692929] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:23.812038] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:23.933987] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:24.056216] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:24.056381] [INFO ] [CONFIGURE ] DUKB: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:30:24.056425] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 887 tests
[2025-10-13T23:30:24.056460] [INFO ] [CONFIGURE ] DUKB: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:30:24.056493] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:30:24.192170] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:24.329698] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:24.474543] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:24.610818] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:24.753441] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:24.890516] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:25.041836] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:25.192336] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:25.344718] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:25.500155] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:25.500301] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:30:25.500345] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 886 tests
[2025-10-13T23:30:25.500380] [INFO ] [CONFIGURE ] DUKB: Testing feature 3/29: add_daily_returns
[2025-10-13T23:30:25.500412] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:30:25.620726] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:25.738363] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:25.858020] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:25.984404] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:26.114306] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:26.243051] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:26.371586] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:26.499358] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:26.627179] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:26.761636] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:26.761869] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:30:26.761947] [INFO ] [CONFIGURE ] JOB ETA: 22.2m | Avg: 1.5s/test | Remaining: 885 tests
[2025-10-13T23:30:26.762022] [INFO ] [CONFIGURE ] DUKB: Testing feature 4/29: add_ema
[2025-10-13T23:30:26.762096] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:30:26.908012] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:27.045016] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:27.185784] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:27.326026] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:27.471257] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:27.611017] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:27.753398] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:27.896391] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:28.038417] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:28.181473] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:28.181699] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:30:28.181763] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 884 tests
[2025-10-13T23:30:28.181805] [INFO ] [CONFIGURE ] DUKB: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:30:28.181838] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:30:28.328968] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:28.477601] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:28.633787] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:28.802322] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:28.951613] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:29.103972] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:29.262735] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:29.419914] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:29.580390] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:29.731845] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:29.732014] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:30:29.732057] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 883 tests
[2025-10-13T23:30:29.732093] [INFO ] [CONFIGURE ] DUKB: Testing feature 6/29: add_failed_moves
[2025-10-13T23:30:29.732124] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:30:29.856805] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:29.990472] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:30.114713] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:30.240639] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:30.368351] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:30.497042] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:30.626324] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:30.756783] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:30.890615] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:31.027890] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:31.028073] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:30:31.028151] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 882 tests
[2025-10-13T23:30:31.028205] [INFO ] [CONFIGURE ] DUKB: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:30:31.028242] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:30:31.152513] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:31.281471] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:31.403783] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:31.526023] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:31.642604] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:31.764301] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:31.886321] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:32.008492] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:32.127379] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:32.247246] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:32.247440] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:30:32.247488] [INFO ] [CONFIGURE ] JOB ETA: 22.1m | Avg: 1.5s/test | Remaining: 881 tests
[2025-10-13T23:30:32.247549] [INFO ] [CONFIGURE ] DUKB: Testing feature 8/29: add_macd
[2025-10-13T23:30:32.247627] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:30:32.398859] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:32.553574] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:32.713432] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:32.868175] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:33.023957] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:33.183470] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:33.342040] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:33.514053] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:33.682199] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:33.844901] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:33.845072] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:30:33.845143] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 880 tests
[2025-10-13T23:30:33.845180] [INFO ] [CONFIGURE ] DUKB: Testing feature 9/29: add_mfi
[2025-10-13T23:30:33.845214] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:30:33.979166] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:34.109039] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:34.238545] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:34.368460] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:34.498993] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:34.659858] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:34.791222] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:34.922085] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:35.056010] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:35.190273] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:35.190446] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:30:35.190490] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 879 tests
[2025-10-13T23:30:35.190526] [INFO ] [CONFIGURE ] DUKB: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:30:35.190558] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:30:35.338941] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:35.484406] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:35.629578] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:35.773789] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:35.928897] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:36.078582] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:30:36.229303] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:36.381376] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:36.555486] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:36.713460] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:36.713721] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:30:36.713788] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 878 tests
[2025-10-13T23:30:36.713827] [INFO ] [CONFIGURE ] DUKB: Testing feature 11/29: add_obv_daily
[2025-10-13T23:30:36.713860] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:30:36.853496] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:36.981629] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:37.105871] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:37.230087] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:37.357660] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:37.484342] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:37.608274] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:37.734480] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:37.860804] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:37.990980] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:37.991178] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:30:37.991281] [INFO ] [CONFIGURE ] JOB ETA: 22.0m | Avg: 1.5s/test | Remaining: 877 tests
[2025-10-13T23:30:37.991326] [INFO ] [CONFIGURE ] DUKB: Testing feature 12/29: add_obv_interval
[2025-10-13T23:30:37.991359] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:30:38.112009] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:38.232697] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:38.353368] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:38.477771] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:38.602037] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:38.726215] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:38.852236] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:38.977918] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:39.102336] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:39.233119] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:39.233382] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:30:39.233441] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 876 tests
[2025-10-13T23:30:39.233480] [INFO ] [CONFIGURE ] DUKB: Testing feature 13/29: add_opening_strength
[2025-10-13T23:30:39.233513] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:30:39.363102] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:39.492533] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:39.622489] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:39.752593] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:39.883451] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:40.020612] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:40.159943] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:40.311210] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:40.454694] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:40.611317] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:40.611508] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:30:40.611578] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 875 tests
[2025-10-13T23:30:40.611639] [INFO ] [CONFIGURE ] DUKB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:30:40.611770] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:30:40.750423] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:40.887093] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:41.023780] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:41.161421] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:41.299792] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:41.440167] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:41.582063] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:41.723517] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:41.877856] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:42.022778] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:42.022977] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:30:42.023041] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 874 tests
[2025-10-13T23:30:42.023079] [INFO ] [CONFIGURE ] DUKB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:30:42.023112] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:30:42.144145] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:42.267893] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:42.392081] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:42.527101] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:42.650060] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:42.769908] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:42.891350] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:43.014747] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:43.138130] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:43.266817] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:43.267084] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:30:43.267141] [INFO ] [CONFIGURE ] JOB ETA: 21.9m | Avg: 1.5s/test | Remaining: 873 tests
[2025-10-13T23:30:43.267178] [INFO ] [CONFIGURE ] DUKB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:30:43.267208] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:30:43.394557] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:43.521722] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:43.651021] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:43.781407] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:43.911436] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:44.042740] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:44.174912] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:44.319049] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:44.453996] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:44.610127] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:44.610414] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:30:44.610485] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 872 tests
[2025-10-13T23:30:44.610537] [INFO ] [CONFIGURE ] DUKB: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:30:44.610581] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:30:44.810934] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:44.996955] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:45.164054] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:45.335845] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:45.482792] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:45.634517] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:45.776092] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:45.924788] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:46.066393] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:46.207296] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:46.207486] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:30:46.207532] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 871 tests
[2025-10-13T23:30:46.207605] [INFO ] [CONFIGURE ] DUKB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:30:46.207684] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:30:46.331873] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:46.451853] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:46.575624] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:46.697858] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:46.818088] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:46.946513] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:47.075985] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:47.200811] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:47.326517] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:47.448847] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:47.449020] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:30:47.449064] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 870 tests
[2025-10-13T23:30:47.449101] [INFO ] [CONFIGURE ] DUKB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:30:47.449133] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:30:47.576386] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:47.701373] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:47.820744] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:47.940297] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:48.064352] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:48.184305] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:48.320765] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:48.441610] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:48.564620] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:48.688156] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:48.688323] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:30:48.688369] [INFO ] [CONFIGURE ] JOB ETA: 21.8m | Avg: 1.5s/test | Remaining: 869 tests
[2025-10-13T23:30:48.688406] [INFO ] [CONFIGURE ] DUKB: Testing feature 20/29: add_price_rejection
[2025-10-13T23:30:48.688439] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:30:48.811112] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:48.934439] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:49.060223] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:49.187246] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:49.323429] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:49.450205] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:49.580240] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:49.708431] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:49.836776] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:49.967352] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:49.967493] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:30:49.967537] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 868 tests
[2025-10-13T23:30:49.967609] [INFO ] [CONFIGURE ] DUKB: Testing feature 21/29: add_range_position
[2025-10-13T23:30:49.967699] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:30:50.102355] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:50.236069] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:50.372956] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:50.511334] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:50.646986] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:50.781126] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:50.916318] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:30:51.055685] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:51.192948] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:51.333529] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:51.333710] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_range_position (score: 30.00%)
[2025-10-13T23:30:51.333768] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 867 tests
[2025-10-13T23:30:51.333806] [INFO ] [CONFIGURE ] DUKB: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:30:51.333839] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:30:51.484138] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:51.637593] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:51.802246] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:51.963587] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:52.118443] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:52.273179] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:52.434678] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:52.594638] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:52.751525] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:52.906475] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:52.906664] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:30:52.906727] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 866 tests
[2025-10-13T23:30:52.906765] [INFO ] [CONFIGURE ] DUKB: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:30:52.906796] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:30:53.030404] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:53.154591] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:53.279959] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:53.405383] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:53.530220] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:53.662246] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:53.791302] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:53.921368] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:54.047852] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:54.173440] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:54.173629] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:30:54.173712] [INFO ] [CONFIGURE ] JOB ETA: 21.7m | Avg: 1.5s/test | Remaining: 865 tests
[2025-10-13T23:30:54.173756] [INFO ] [CONFIGURE ] DUKB: Testing feature 24/29: add_rsi
[2025-10-13T23:30:54.173790] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:30:54.323075] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:54.473859] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:54.625081] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:54.769382] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:54.915889] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:55.066614] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:55.213900] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:55.370224] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:55.529781] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:55.708243] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:55.708435] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:30:55.708480] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 864 tests
[2025-10-13T23:30:55.708521] [INFO ] [CONFIGURE ] DUKB: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:30:55.708555] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:30:55.880811] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:56.021060] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:30:56.164432] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:56.308858] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:56.456269] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:30:56.594524] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:56.733425] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:56.880264] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:57.021017] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:57.163808] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:57.164016] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:30:57.164082] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 863 tests
[2025-10-13T23:30:57.164122] [INFO ] [CONFIGURE ] DUKB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:30:57.164170] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:30:57.309449] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:30:57.453548] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:57.592736] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:30:57.735511] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:30:57.878965] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:58.021132] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:30:58.167361] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:58.312094] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:58.455530] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:30:58.603988] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:58.604169] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:30:58.604292] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 862 tests
[2025-10-13T23:30:58.604347] [INFO ] [CONFIGURE ] DUKB: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:30:58.604383] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:30:58.738857] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:30:58.898087] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:30:59.027735] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:30:59.157504] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:30:59.289547] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:30:59.422508] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:30:59.555530] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:30:59.689966] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:30:59.824741] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:30:59.959216] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:30:59.959361] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-13T23:30:59.959406] [INFO ] [CONFIGURE ] JOB ETA: 21.6m | Avg: 1.5s/test | Remaining: 861 tests
[2025-10-13T23:30:59.959440] [INFO ] [CONFIGURE ] DUKB: Testing feature 28/29: add_volume_profile
[2025-10-13T23:30:59.959470] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:31:00.082852] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:00.210555] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:00.338523] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:00.464505] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:31:00.599465] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:31:00.728547] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:00.871317] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:31:01.009342] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:01.162752] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:31:01.303226] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:31:01.303403] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:31:01.303454] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 860 tests
[2025-10-13T23:31:01.303492] [INFO ] [CONFIGURE ] DUKB: Testing feature 29/29: add_vwap
[2025-10-13T23:31:01.303526] [INFO ] [CONFIGURE ] DUKB: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:31:01.438093] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:01.578001] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:01.734625] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:01.919066] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:31:02.069280] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:31:02.205554] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:02.349955] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:31:02.493021] [DEBUG] [FORECASTER] DUKB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:02.644607] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:31:02.800896] [DEBUG] [FORECASTER] DUKB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:31:02.801082] [INFO ] [CONFIGURE ] DUKB: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:31:02.801134] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 859 tests
[2025-10-13T23:31:02.801171] [INFO ] [CONFIGURE ] DUKB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:31:02.801203] [INFO ] [CONFIGURE ] DUKB: Best accuracy: 70.00%
[2025-10-13T23:31:02.801237] [INFO ] [CONFIGURE ] DUKB: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:31:02.801270] [INFO ] [CONFIGURE ] DUKB: Improvement over baseline: 20.00%
[2025-10-13T23:31:02.801299] [INFO ] [CONFIGURE ] DUKB: Total time: 39.9 seconds
[2025-10-13T23:31:02.801325] [INFO ] [CONFIGURE ] DUKB: Average time per feature: 1.4 seconds
[2025-10-13T23:31:02.801353] [INFO ] [CONFIGURE ] DUKB: Average speed: 0.73 features/sec
[2025-10-13T23:31:02.802024] [INFO ] [LOCAL     ] Saved configuration for DUKB: 1 features, 70.00% accuracy -> ./output/feature-sets/DUKB.json
[2025-10-13T23:31:02.802080] [INFO ] [CONFIGURE ] DUKB: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-13T23:31:02.802142] [INFO ] [sig       ] [62/91] Successfully configured DUKB | 0.02 sym/s | Total: 45.7m | ETA: 21.4m
[2025-10-13T23:31:02.802200] [INFO ] [sig       ] [63/91] Configuring DX...
[2025-10-13T23:31:02.802236] [INFO ] [CONFIGURE ] DX: Configurate test run.
[2025-10-13T23:31:02.802297] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DX' from 'https://tdm.silogroup.org/data/derivative_storage/DX.csv'.
[2025-10-13T23:31:02.815355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DX'.
[2025-10-13T23:31:02.815705] [INFO ] [CONFIGURE ] DX: Testing with 29 available features
[2025-10-13T23:31:02.815762] [INFO ] [CONFIGURE ] DX: Establishing baseline with no features...
[2025-10-13T23:31:02.926971] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:03.040032] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:03.153440] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:03.269792] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:03.390539] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:31:03.507371] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:03.619629] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:03.735741] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:03.852109] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:03.971379] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:03.971584] [INFO ] [CONFIGURE ] DX: Baseline score (no features): 50.00%
[2025-10-13T23:31:03.971667] [INFO ] [CONFIGURE ] DX: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:31:03.971729] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:31:04.097283] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:04.211323] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:04.324370] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:04.435411] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:04.547463] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:04.660409] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:04.772905] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:04.886199] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:05.001040] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:05.117263] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:05.117416] [INFO ] [CONFIGURE ] DX: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:31:05.117459] [INFO ] [CONFIGURE ] JOB ETA: 21.5m | Avg: 1.5s/test | Remaining: 858 tests
[2025-10-13T23:31:05.117492] [INFO ] [CONFIGURE ] DX: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:31:05.117522] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:31:05.246714] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:05.379329] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:05.513789] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:05.644677] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:05.773866] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:05.903364] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:06.034134] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:06.165114] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:06.297159] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:06.431630] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:06.431810] [INFO ] [CONFIGURE ] DX: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:31:06.431857] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 857 tests
[2025-10-13T23:31:06.431891] [INFO ] [CONFIGURE ] DX: Testing feature 3/29: add_daily_returns
[2025-10-13T23:31:06.431921] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:31:06.551472] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:06.668843] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:06.787581] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:06.905742] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:07.022621] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:07.140785] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:07.258379] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:07.380716] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:07.501729] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:07.623213] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:07.623418] [INFO ] [CONFIGURE ] DX: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:31:07.623465] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 856 tests
[2025-10-13T23:31:07.623501] [INFO ] [CONFIGURE ] DX: Testing feature 4/29: add_ema
[2025-10-13T23:31:07.623534] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:31:07.753538] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:07.883885] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:08.015375] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:08.163522] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:08.297265] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:08.429790] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:08.562922] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:08.694571] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:08.826731] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:08.960695] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:08.960903] [INFO ] [CONFIGURE ] DX: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:31:08.960950] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 855 tests
[2025-10-13T23:31:08.960989] [INFO ] [CONFIGURE ] DX: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:31:08.961022] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:31:09.099162] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:09.237548] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:09.376089] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:09.516666] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:09.656035] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:09.794235] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:09.933227] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:10.079232] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:10.225751] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:10.376847] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:10.377017] [INFO ] [CONFIGURE ] DX: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:31:10.377062] [INFO ] [CONFIGURE ] JOB ETA: 21.4m | Avg: 1.5s/test | Remaining: 854 tests
[2025-10-13T23:31:10.377098] [INFO ] [CONFIGURE ] DX: Testing feature 6/29: add_failed_moves
[2025-10-13T23:31:10.377131] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:31:10.500077] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:10.627459] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:10.753927] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:10.878160] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:11.021754] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:11.148811] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:11.274949] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:11.401969] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:11.529628] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:11.659875] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:11.660061] [INFO ] [CONFIGURE ] DX: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:31:11.660107] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 853 tests
[2025-10-13T23:31:11.660141] [INFO ] [CONFIGURE ] DX: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:31:11.660172] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:31:11.775616] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:11.894252] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:12.012830] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:12.130481] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:12.249972] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:12.368925] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:12.492723] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:12.610507] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:12.727876] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:12.845480] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:12.845668] [INFO ] [CONFIGURE ] DX: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:31:12.845732] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 852 tests
[2025-10-13T23:31:12.845770] [INFO ] [CONFIGURE ] DX: Testing feature 8/29: add_macd
[2025-10-13T23:31:12.845803] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:31:12.997440] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:13.149768] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:13.305856] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:13.457322] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:13.611194] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:13.765990] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:13.924026] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:14.103766] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:14.265387] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:14.427399] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:14.427613] [INFO ] [CONFIGURE ] DX: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:31:14.427710] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 851 tests
[2025-10-13T23:31:14.427757] [INFO ] [CONFIGURE ] DX: Testing feature 9/29: add_mfi
[2025-10-13T23:31:14.427791] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:31:14.556035] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:14.680072] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:14.804408] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:14.929366] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:15.066423] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:15.202175] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:15.336386] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:15.473406] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:15.613465] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:15.750751] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:15.750963] [INFO ] [CONFIGURE ] DX: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:31:15.751027] [INFO ] [CONFIGURE ] JOB ETA: 21.3m | Avg: 1.5s/test | Remaining: 850 tests
[2025-10-13T23:31:15.751094] [INFO ] [CONFIGURE ] DX: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:31:15.751132] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:31:15.902452] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:16.053922] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:16.203936] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:16.350910] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:16.495692] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:16.639798] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:16.792577] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:16.948946] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:17.136764] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:17.290855] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:17.291048] [INFO ] [CONFIGURE ] DX: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:31:17.291094] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 849 tests
[2025-10-13T23:31:17.291128] [INFO ] [CONFIGURE ] DX: Testing feature 11/29: add_obv_daily
[2025-10-13T23:31:17.291159] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:31:17.415090] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:17.541545] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:17.666764] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:17.792503] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:17.920658] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:18.045550] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:18.170079] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:18.294523] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:18.423264] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:18.557387] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:18.557771] [INFO ] [CONFIGURE ] DX: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:31:18.557832] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 848 tests
[2025-10-13T23:31:18.557871] [INFO ] [CONFIGURE ] DX: Testing feature 12/29: add_obv_interval
[2025-10-13T23:31:18.557902] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:31:18.683633] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:18.811001] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:18.938501] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:19.064298] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:19.193171] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:19.339104] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:19.476576] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:19.622628] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:19.788483] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:19.939339] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:19.939588] [INFO ] [CONFIGURE ] DX: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:31:19.939637] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 847 tests
[2025-10-13T23:31:19.939725] [INFO ] [CONFIGURE ] DX: Testing feature 13/29: add_opening_strength
[2025-10-13T23:31:19.939765] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:31:20.103947] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:20.267344] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:20.438966] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:20.592862] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:20.747910] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:20.905153] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:21.056299] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:21.222637] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:21.384570] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:21.548123] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:21.548393] [INFO ] [CONFIGURE ] DX: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:31:21.548447] [INFO ] [CONFIGURE ] JOB ETA: 21.2m | Avg: 1.5s/test | Remaining: 846 tests
[2025-10-13T23:31:21.548485] [INFO ] [CONFIGURE ] DX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:31:21.548521] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:31:21.703950] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:21.865066] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:22.030018] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:22.186361] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:22.344913] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:22.505159] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:22.668143] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:22.830608] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:22.990512] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:23.185422] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:23.185706] [INFO ] [CONFIGURE ] DX: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:31:23.185773] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 845 tests
[2025-10-13T23:31:23.185947] [INFO ] [CONFIGURE ] DX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:31:23.185992] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:31:23.322806] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:23.462691] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:23.584305] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:23.703245] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:23.819471] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:23.937440] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:24.053266] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:24.173393] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:24.293053] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:24.411550] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:24.411734] [INFO ] [CONFIGURE ] DX: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:31:24.411790] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 844 tests
[2025-10-13T23:31:24.411825] [INFO ] [CONFIGURE ] DX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:31:24.411856] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:31:24.532797] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:24.654094] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:24.775012] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:24.902258] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:25.026981] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:25.149320] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:25.272456] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:25.397375] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:25.550210] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:25.701024] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:25.701232] [INFO ] [CONFIGURE ] DX: KEPT add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:31:25.701297] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 843 tests
[2025-10-13T23:31:25.701354] [INFO ] [CONFIGURE ] DX: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:31:25.701387] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_pbf_return_2d']
[2025-10-13T23:31:25.839360] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:25.979184] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:31:26.119274] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:26.270706] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:26.425603] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:26.567254] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:26.709998] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:26.855038] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:27.026902] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:27.193804] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:27.193984] [INFO ] [CONFIGURE ] DX: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:31:27.194057] [INFO ] [CONFIGURE ] JOB ETA: 21.1m | Avg: 1.5s/test | Remaining: 842 tests
[2025-10-13T23:31:27.194103] [INFO ] [CONFIGURE ] DX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:31:27.194137] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_pbf_volatility_5d']
[2025-10-13T23:31:27.346376] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:27.494115] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:27.631235] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:27.764914] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:27.898232] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:28.032505] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:28.167443] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:28.302564] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:28.442859] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:28.582298] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:28.582468] [INFO ] [CONFIGURE ] DX: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:31:28.582546] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 841 tests
[2025-10-13T23:31:28.582596] [INFO ] [CONFIGURE ] DX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:31:28.582630] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_pbf_vs_sma_5']
[2025-10-13T23:31:28.713164] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:28.845850] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:28.974752] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:29.103195] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:29.228269] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:29.354323] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:29.482163] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:29.611757] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:29.738296] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:29.869890] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:29.870152] [INFO ] [CONFIGURE ] DX: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:31:29.870222] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 840 tests
[2025-10-13T23:31:29.870260] [INFO ] [CONFIGURE ] DX: Testing feature 20/29: add_price_rejection
[2025-10-13T23:31:29.870292] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_price_rejection']
[2025-10-13T23:31:30.010761] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.150532] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.296413] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.439876] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.594488] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.743700] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:30.895017] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:31.044380] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:31.201140] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:31.351623] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:31.351843] [INFO ] [CONFIGURE ] DX: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:31:31.351921] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 839 tests
[2025-10-13T23:31:31.351981] [INFO ] [CONFIGURE ] DX: Testing feature 21/29: add_range_position
[2025-10-13T23:31:31.352016] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_range_position']
[2025-10-13T23:31:31.499728] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:31.647815] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:31.793972] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:31.945550] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:32.094820] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:32.243296] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:32.393263] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:32.542495] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:32.695307] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:32.844773] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:32.844947] [INFO ] [CONFIGURE ] DX: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:31:32.844992] [INFO ] [CONFIGURE ] JOB ETA: 21.0m | Avg: 1.5s/test | Remaining: 838 tests
[2025-10-13T23:31:32.845051] [INFO ] [CONFIGURE ] DX: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:31:32.845108] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_realized_volatility']
[2025-10-13T23:31:33.008808] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:33.173028] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:33.341002] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:33.507604] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:33.682151] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:31:33.855164] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:34.030389] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:34.199983] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:34.369912] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:34.541885] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:34.542087] [INFO ] [CONFIGURE ] DX: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:31:34.542136] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 837 tests
[2025-10-13T23:31:34.542173] [INFO ] [CONFIGURE ] DX: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:31:34.542206] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_recent_range_context']
[2025-10-13T23:31:34.684101] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:34.823089] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:34.961233] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:35.101520] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:35.246611] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:35.391310] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:35.534934] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:35.682701] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:35.833126] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:35.977200] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:35.977369] [INFO ] [CONFIGURE ] DX: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:31:35.977413] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 836 tests
[2025-10-13T23:31:35.977447] [INFO ] [CONFIGURE ] DX: Testing feature 24/29: add_rsi
[2025-10-13T23:31:35.977479] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_ema', 'add_rsi']
[2025-10-13T23:31:36.139678] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:36.299476] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:36.456039] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:36.613973] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:36.779608] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:36.953820] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:37.138957] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:37.352476] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:37.564373] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:37.764375] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:37.764713] [INFO ] [CONFIGURE ] DX: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:31:37.764795] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 835 tests
[2025-10-13T23:31:37.764860] [INFO ] [CONFIGURE ] DX: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:31:37.764916] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_tick_distribution']
[2025-10-13T23:31:37.924061] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.066368] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.205057] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.338918] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.482027] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.612677] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:38.743038] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:38.873830] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:39.008858] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:39.141221] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:39.141419] [INFO ] [CONFIGURE ] DX: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:31:39.141470] [INFO ] [CONFIGURE ] JOB ETA: 20.9m | Avg: 1.5s/test | Remaining: 834 tests
[2025-10-13T23:31:39.141506] [INFO ] [CONFIGURE ] DX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:31:39.141539] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_volume_momentum_confirmation']
[2025-10-13T23:31:39.275625] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:39.408159] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:39.541187] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:31:39.676012] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:31:39.812480] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:39.949024] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:40.096988] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:40.241301] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:40.387870] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:40.541532] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:40.541745] [INFO ] [CONFIGURE ] DX: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:31:40.541805] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 833 tests
[2025-10-13T23:31:40.541846] [INFO ] [CONFIGURE ] DX: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:31:40.541880] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_volume_price_divergence']
[2025-10-13T23:31:40.694045] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:40.874546] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:41.026148] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:41.177005] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:41.327782] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:41.480124] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:41.636028] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:41.785333] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:41.936144] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:42.084552] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:42.084730] [INFO ] [CONFIGURE ] DX: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:31:42.084787] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 832 tests
[2025-10-13T23:31:42.084823] [INFO ] [CONFIGURE ] DX: Testing feature 28/29: add_volume_profile
[2025-10-13T23:31:42.084853] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_volume_profile']
[2025-10-13T23:31:42.216002] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:42.346918] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:42.478030] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:42.609877] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:42.743788] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:42.876749] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:31:43.010182] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:43.148272] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:43.284458] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:43.422838] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:43.423020] [INFO ] [CONFIGURE ] DX: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:31:43.423066] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 831 tests
[2025-10-13T23:31:43.423102] [INFO ] [CONFIGURE ] DX: Testing feature 29/29: add_vwap
[2025-10-13T23:31:43.423135] [INFO ] [CONFIGURE ] DX: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap', 'add_vwap']
[2025-10-13T23:31:43.577952] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:43.733849] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:31:43.877205] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:31:44.016036] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:44.161869] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:31:44.307574] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:31:44.457598] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:31:44.611113] [DEBUG] [FORECASTER] DX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:31:44.757184] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:44.904998] [DEBUG] [FORECASTER] DX: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:44.905179] [INFO ] [CONFIGURE ] DX: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:31:44.905280] [INFO ] [CONFIGURE ] JOB ETA: 20.8m | Avg: 1.5s/test | Remaining: 830 tests
[2025-10-13T23:31:44.905337] [INFO ] [CONFIGURE ] DX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:31:44.905370] [INFO ] [CONFIGURE ] DX: Best accuracy: 80.00%
[2025-10-13T23:31:44.905401] [INFO ] [CONFIGURE ] DX: Best feature set (2 features): ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:31:44.905429] [INFO ] [CONFIGURE ] DX: Improvement over baseline: 30.00%
[2025-10-13T23:31:44.905456] [INFO ] [CONFIGURE ] DX: Total time: 40.9 seconds
[2025-10-13T23:31:44.905482] [INFO ] [CONFIGURE ] DX: Average time per feature: 1.4 seconds
[2025-10-13T23:31:44.905509] [INFO ] [CONFIGURE ] DX: Average speed: 0.71 features/sec
[2025-10-13T23:31:44.906166] [INFO ] [LOCAL     ] Saved configuration for DX: 2 features, 80.00% accuracy -> ./output/feature-sets/DX.json
[2025-10-13T23:31:44.906220] [INFO ] [CONFIGURE ] DX: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:31:44.906271] [INFO ] [sig       ] [63/91] Successfully configured DX | 0.02 sym/s | Total: 46.4m | ETA: 20.6m
[2025-10-13T23:31:44.906338] [INFO ] [sig       ] [64/91] Configuring DY...
[2025-10-13T23:31:44.906392] [INFO ] [CONFIGURE ] DY: Configurate test run.
[2025-10-13T23:31:44.906452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DY' from 'https://tdm.silogroup.org/data/derivative_storage/DY.csv'.
[2025-10-13T23:31:44.919334] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DY'.
[2025-10-13T23:31:44.919744] [INFO ] [CONFIGURE ] DY: Testing with 29 available features
[2025-10-13T23:31:44.919801] [INFO ] [CONFIGURE ] DY: Establishing baseline with no features...
[2025-10-13T23:31:45.033241] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:45.144156] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:45.261130] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:31:45.380580] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:45.509171] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:45.638539] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:45.767465] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:45.899588] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:46.031564] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:46.149066] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:46.149225] [INFO ] [CONFIGURE ] DY: Baseline score (no features): 70.00%
[2025-10-13T23:31:46.149269] [INFO ] [CONFIGURE ] DY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:31:46.149302] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:31:46.272048] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:46.394606] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:46.520856] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:46.646457] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:46.772319] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:46.896924] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:47.023637] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:47.152051] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:47.298010] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:47.431567] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:47.431783] [INFO ] [CONFIGURE ] DY: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T23:31:47.431836] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 829 tests
[2025-10-13T23:31:47.431870] [INFO ] [CONFIGURE ] DY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:31:47.431900] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:31:47.558118] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:47.688078] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:47.828345] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:31:47.978831] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:48.131578] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:48.276254] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:48.405843] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:48.538185] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:48.667800] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:48.798139] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:48.798263] [INFO ] [CONFIGURE ] DY: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:31:48.798311] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 828 tests
[2025-10-13T23:31:48.798344] [INFO ] [CONFIGURE ] DY: Testing feature 3/29: add_daily_returns
[2025-10-13T23:31:48.798374] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns']
[2025-10-13T23:31:48.910069] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:49.019524] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:49.132840] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:49.243020] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:49.354047] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:49.464969] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:49.576449] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:49.688733] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:49.805955] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:49.919549] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:49.919680] [INFO ] [CONFIGURE ] DY: KEPT add_daily_returns (score: 80.00%)
[2025-10-13T23:31:49.919741] [INFO ] [CONFIGURE ] JOB ETA: 20.7m | Avg: 1.5s/test | Remaining: 827 tests
[2025-10-13T23:31:49.919777] [INFO ] [CONFIGURE ] DY: Testing feature 4/29: add_ema
[2025-10-13T23:31:49.919807] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:31:50.046136] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:50.173314] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:50.301286] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:50.436252] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:50.567608] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:50.699088] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:50.850790] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:50.987744] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:51.123077] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:51.259602] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:51.259759] [INFO ] [CONFIGURE ] DY: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:31:51.259813] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 826 tests
[2025-10-13T23:31:51.259849] [INFO ] [CONFIGURE ] DY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:31:51.259879] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:31:51.400168] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:51.539934] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:51.679149] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:51.820284] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:51.961131] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:52.102138] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:52.243438] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:52.386129] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:52.530172] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:52.683665] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:52.683806] [INFO ] [CONFIGURE ] DY: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:31:52.683851] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 825 tests
[2025-10-13T23:31:52.683884] [INFO ] [CONFIGURE ] DY: Testing feature 6/29: add_failed_moves
[2025-10-13T23:31:52.683914] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:31:52.805176] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:52.926055] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:53.046630] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:53.167387] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:53.289252] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:53.410991] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:53.532252] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:53.697773] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:53.824615] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:53.950696] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:53.950814] [INFO ] [CONFIGURE ] DY: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:31:53.950866] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 824 tests
[2025-10-13T23:31:53.950922] [INFO ] [CONFIGURE ] DY: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:31:53.950953] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:31:54.068503] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:54.182824] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:54.295031] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:54.407420] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:54.519191] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:54.630544] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:54.744339] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:54.859307] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:54.974470] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:55.090227] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:55.090325] [INFO ] [CONFIGURE ] DY: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:31:55.090367] [INFO ] [CONFIGURE ] JOB ETA: 20.6m | Avg: 1.5s/test | Remaining: 823 tests
[2025-10-13T23:31:55.090401] [INFO ] [CONFIGURE ] DY: Testing feature 8/29: add_macd
[2025-10-13T23:31:55.090438] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:31:55.244740] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:55.398348] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:55.554193] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:31:55.732371] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:55.911314] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:56.083483] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:56.260708] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:56.424850] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:56.583088] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:56.764779] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:31:56.764956] [INFO ] [CONFIGURE ] DY: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:31:56.765001] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 822 tests
[2025-10-13T23:31:56.765036] [INFO ] [CONFIGURE ] DY: Testing feature 9/29: add_mfi
[2025-10-13T23:31:56.765067] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:31:56.894492] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:31:57.021414] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:57.149119] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:31:57.276973] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:57.407969] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:57.536462] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:57.665982] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:57.799108] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:57.930627] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:31:58.081740] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:58.081951] [INFO ] [CONFIGURE ] DY: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:31:58.081998] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 821 tests
[2025-10-13T23:31:58.082036] [INFO ] [CONFIGURE ] DY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:31:58.082068] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:31:58.233999] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:58.386977] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:58.528469] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:31:58.674846] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:31:58.825920] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:31:58.973282] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:31:59.132958] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:31:59.272955] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:31:59.413502] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:31:59.554123] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:31:59.554268] [INFO ] [CONFIGURE ] DY: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:31:59.554311] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 820 tests
[2025-10-13T23:31:59.554346] [INFO ] [CONFIGURE ] DY: Testing feature 11/29: add_obv_daily
[2025-10-13T23:31:59.554377] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T23:31:59.673323] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:31:59.787760] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:31:59.903529] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:00.018909] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:00.137669] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:00.257992] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:00.376370] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:00.494995] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:00.614406] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:00.738668] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:32:00.738876] [INFO ] [CONFIGURE ] DY: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:32:00.738939] [INFO ] [CONFIGURE ] JOB ETA: 20.5m | Avg: 1.5s/test | Remaining: 819 tests
[2025-10-13T23:32:00.738977] [INFO ] [CONFIGURE ] DY: Testing feature 12/29: add_obv_interval
[2025-10-13T23:32:00.739007] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:32:00.858910] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:00.984524] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:01.112522] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:01.240859] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:01.360239] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:01.477752] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:01.594014] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:01.710846] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:32:01.834170] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:01.952567] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:32:01.952770] [INFO ] [CONFIGURE ] DY: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:32:01.952822] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 818 tests
[2025-10-13T23:32:01.952860] [INFO ] [CONFIGURE ] DY: Testing feature 13/29: add_opening_strength
[2025-10-13T23:32:01.952891] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:32:02.073095] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:02.219313] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:02.336961] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:02.460027] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:02.576732] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:02.693607] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:02.811517] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:02.933037] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:32:03.051371] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:03.170639] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:03.170814] [INFO ] [CONFIGURE ] DY: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:32:03.170859] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 817 tests
[2025-10-13T23:32:03.170894] [INFO ] [CONFIGURE ] DY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:32:03.170925] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:32:03.295116] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:03.419957] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:03.550774] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:03.682099] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:03.824297] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:03.961832] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:04.098205] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:04.231614] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:04.377352] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:04.510567] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:04.510784] [INFO ] [CONFIGURE ] DY: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:32:04.510886] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 816 tests
[2025-10-13T23:32:04.510953] [INFO ] [CONFIGURE ] DY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:32:04.511010] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T23:32:04.625179] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:04.734757] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:04.844410] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:32:04.954060] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:05.063904] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:05.178775] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:05.290991] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:05.403391] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:05.515537] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:05.627672] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:05.627884] [INFO ] [CONFIGURE ] DY: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:32:05.627948] [INFO ] [CONFIGURE ] JOB ETA: 20.4m | Avg: 1.5s/test | Remaining: 815 tests
[2025-10-13T23:32:05.627987] [INFO ] [CONFIGURE ] DY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:32:05.628020] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T23:32:05.748283] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:05.867215] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:05.985350] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:06.103867] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:06.222289] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:06.341436] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:06.468517] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:06.603441] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:06.723996] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:06.848257] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:06.848432] [INFO ] [CONFIGURE ] DY: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:32:06.848475] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 814 tests
[2025-10-13T23:32:06.848511] [INFO ] [CONFIGURE ] DY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:32:06.848541] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T23:32:06.971484] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:07.099372] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:07.224480] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:07.351661] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:07.481626] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:07.613235] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:07.741882] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:07.867971] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:08.005628] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:08.142067] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:08.142247] [INFO ] [CONFIGURE ] DY: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:32:08.142293] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 813 tests
[2025-10-13T23:32:08.142326] [INFO ] [CONFIGURE ] DY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:32:08.142357] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T23:32:08.253947] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:08.367268] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:08.506928] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:08.649662] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:08.764216] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:08.896880] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:09.011674] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:09.125160] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:09.252925] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:09.371637] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:09.371857] [INFO ] [CONFIGURE ] DY: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:32:09.371924] [INFO ] [CONFIGURE ] JOB ETA: 20.3m | Avg: 1.5s/test | Remaining: 812 tests
[2025-10-13T23:32:09.371992] [INFO ] [CONFIGURE ] DY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:32:09.372043] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T23:32:09.483581] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:09.596945] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:09.719050] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:09.835527] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:09.955002] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:10.072807] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:10.189630] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:10.309944] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:10.429364] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:10.551580] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:10.551822] [INFO ] [CONFIGURE ] DY: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:32:10.551894] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 811 tests
[2025-10-13T23:32:10.551946] [INFO ] [CONFIGURE ] DY: Testing feature 20/29: add_price_rejection
[2025-10-13T23:32:10.552015] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_price_rejection']
[2025-10-13T23:32:10.680361] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:10.806555] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:10.932941] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:11.065330] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:11.195847] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:11.317340] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:11.439519] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:11.560525] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:11.685503] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:11.818740] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:11.818916] [INFO ] [CONFIGURE ] DY: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:32:11.818960] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 810 tests
[2025-10-13T23:32:11.818995] [INFO ] [CONFIGURE ] DY: Testing feature 21/29: add_range_position
[2025-10-13T23:32:11.819026] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_range_position']
[2025-10-13T23:32:11.951966] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:12.085505] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:12.219887] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:12.361107] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:12.500198] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:12.636930] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:12.773159] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:12.909595] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:13.055745] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:13.189359] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:13.189526] [INFO ] [CONFIGURE ] DY: DISCARDED add_range_position (score: 80.00%)
[2025-10-13T23:32:13.189573] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 809 tests
[2025-10-13T23:32:13.189611] [INFO ] [CONFIGURE ] DY: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:32:13.189668] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_realized_volatility']
[2025-10-13T23:32:13.334341] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:13.477620] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:13.627429] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:32:13.774763] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:13.921133] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:14.066982] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:14.218463] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:14.366223] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:14.514067] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:14.662927] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:14.663107] [INFO ] [CONFIGURE ] DY: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:32:14.663169] [INFO ] [CONFIGURE ] JOB ETA: 20.2m | Avg: 1.5s/test | Remaining: 808 tests
[2025-10-13T23:32:14.663208] [INFO ] [CONFIGURE ] DY: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:32:14.663239] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_recent_range_context']
[2025-10-13T23:32:14.784379] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:14.926598] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:15.044797] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:15.163536] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:15.289421] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:15.410068] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:15.531512] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:15.652386] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:15.776287] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:15.899864] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:15.900028] [INFO ] [CONFIGURE ] DY: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:32:15.900072] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 807 tests
[2025-10-13T23:32:15.900108] [INFO ] [CONFIGURE ] DY: Testing feature 24/29: add_rsi
[2025-10-13T23:32:15.900140] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:32:16.040362] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:16.202838] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:16.365740] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:16.530690] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:16.670567] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:16.808900] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:16.949953] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:17.093527] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:17.235782] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:17.377856] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:17.378076] [INFO ] [CONFIGURE ] DY: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:32:17.378127] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 806 tests
[2025-10-13T23:32:17.378164] [INFO ] [CONFIGURE ] DY: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:32:17.378196] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:32:17.494215] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:17.609994] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:17.726259] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:17.842931] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:17.959420] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:18.077008] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:18.194926] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:18.314958] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:18.444527] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:18.564406] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:18.564570] [INFO ] [CONFIGURE ] DY: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:32:18.564615] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 805 tests
[2025-10-13T23:32:18.564677] [INFO ] [CONFIGURE ] DY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:32:18.564730] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T23:32:18.684446] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:18.803448] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:18.920851] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:19.038043] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:19.157164] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:19.274973] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:19.393038] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:19.513144] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:19.632550] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:19.754919] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:32:19.755064] [INFO ] [CONFIGURE ] DY: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:32:19.755108] [INFO ] [CONFIGURE ] JOB ETA: 20.1m | Avg: 1.5s/test | Remaining: 804 tests
[2025-10-13T23:32:19.755144] [INFO ] [CONFIGURE ] DY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:32:19.755177] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T23:32:19.890117] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:20.019103] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:20.146480] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:20.284453] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:20.426032] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:20.555499] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:20.683238] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:20.811571] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:20.972683] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:21.101404] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:21.101555] [INFO ] [CONFIGURE ] DY: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:32:21.101599] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 803 tests
[2025-10-13T23:32:21.101724] [INFO ] [CONFIGURE ] DY: Testing feature 28/29: add_volume_profile
[2025-10-13T23:32:21.101766] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_volume_profile']
[2025-10-13T23:32:21.216841] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:32:21.333247] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:21.450314] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:32:21.570457] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:21.688453] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:21.806914] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:21.929265] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:22.052355] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:22.181276] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:22.309532] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:32:22.309731] [INFO ] [CONFIGURE ] DY: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:32:22.309789] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 802 tests
[2025-10-13T23:32:22.309830] [INFO ] [CONFIGURE ] DY: Testing feature 29/29: add_vwap
[2025-10-13T23:32:22.309863] [INFO ] [CONFIGURE ] DY: Testing with features: ['add_daily_returns', 'add_vwap']
[2025-10-13T23:32:22.439346] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:32:22.567999] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:32:22.696823] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:32:22.830825] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:32:22.957302] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:32:23.083211] [DEBUG] [FORECASTER] DY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:32:23.226147] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:23.364128] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:32:23.497030] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:32:23.633308] [DEBUG] [FORECASTER] DY: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:32:23.633509] [INFO ] [CONFIGURE ] DY: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:32:23.633557] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 801 tests
[2025-10-13T23:32:23.633617] [INFO ] [CONFIGURE ] DY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:32:23.633699] [INFO ] [CONFIGURE ] DY: Best accuracy: 80.00%
[2025-10-13T23:32:23.633745] [INFO ] [CONFIGURE ] DY: Best feature set (1 features): ['add_daily_returns']
[2025-10-13T23:32:23.633777] [INFO ] [CONFIGURE ] DY: Improvement over baseline: 10.00%
[2025-10-13T23:32:23.633807] [INFO ] [CONFIGURE ] DY: Total time: 37.5 seconds
[2025-10-13T23:32:23.633835] [INFO ] [CONFIGURE ] DY: Average time per feature: 1.3 seconds
[2025-10-13T23:32:23.633863] [INFO ] [CONFIGURE ] DY: Average speed: 0.77 features/sec
[2025-10-13T23:32:23.634534] [INFO ] [LOCAL     ] Saved configuration for DY: 1 features, 80.00% accuracy -> ./output/feature-sets/DY.json
[2025-10-13T23:32:23.634589] [INFO ] [CONFIGURE ] DY: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:32:23.634639] [INFO ] [sig       ] [64/91] Successfully configured DY | 0.02 sym/s | Total: 47.1m | ETA: 19.9m
[2025-10-13T23:32:23.634765] [INFO ] [sig       ] [65/91] Configuring EBS...
[2025-10-13T23:32:23.634838] [INFO ] [CONFIGURE ] EBS: Configurate test run.
[2025-10-13T23:32:23.634930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBS' from 'https://tdm.silogroup.org/data/derivative_storage/EBS.csv'.
[2025-10-13T23:32:23.646804] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBS'.
[2025-10-13T23:32:23.647167] [INFO ] [CONFIGURE ] EBS: Testing with 29 available features
[2025-10-13T23:32:23.647223] [INFO ] [CONFIGURE ] EBS: Establishing baseline with no features...
[2025-10-13T23:32:23.754633] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:23.861002] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:23.997250] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:24.104184] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:24.211393] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:24.321376] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:24.430312] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:32:24.539691] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:24.652361] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:24.772841] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:24.773030] [INFO ] [CONFIGURE ] EBS: Baseline score (no features): 30.00%
[2025-10-13T23:32:24.773078] [INFO ] [CONFIGURE ] EBS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:32:24.773113] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:32:24.899078] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:25.018835] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:25.140748] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:25.263406] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:25.385630] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:25.505935] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:25.625619] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:32:25.742565] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:25.860590] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:25.985233] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:25.985425] [INFO ] [CONFIGURE ] EBS: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:32:25.985478] [INFO ] [CONFIGURE ] JOB ETA: 20.0m | Avg: 1.5s/test | Remaining: 800 tests
[2025-10-13T23:32:25.985520] [INFO ] [CONFIGURE ] EBS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:32:25.985639] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:32:26.112347] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:26.234631] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:26.355278] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:26.477938] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:26.600719] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:32:26.724813] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:32:26.857431] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:26.994598] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:27.133603] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:27.275760] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:27.275956] [INFO ] [CONFIGURE ] EBS: DISCARDED add_cumulative_delta (score: 20.00%)
[2025-10-13T23:32:27.276004] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 799 tests
[2025-10-13T23:32:27.276038] [INFO ] [CONFIGURE ] EBS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:32:27.276070] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns']
[2025-10-13T23:32:27.386044] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:27.494425] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:27.601373] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:27.709071] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:27.815792] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:27.922288] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:28.032151] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:32:28.143543] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:28.253828] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:28.368059] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:28.368239] [INFO ] [CONFIGURE ] EBS: KEPT add_daily_returns (score: 40.00%)
[2025-10-13T23:32:28.368285] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 798 tests
[2025-10-13T23:32:28.368321] [INFO ] [CONFIGURE ] EBS: Testing feature 4/29: add_ema
[2025-10-13T23:32:28.368353] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:32:28.499177] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:28.639437] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:32:28.777019] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:28.906283] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:29.035622] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:29.164904] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:29.300054] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:32:29.432346] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:29.570369] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:29.721080] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:29.721277] [INFO ] [CONFIGURE ] EBS: KEPT add_ema (score: 50.00%)
[2025-10-13T23:32:29.721324] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 797 tests
[2025-10-13T23:32:29.721361] [INFO ] [CONFIGURE ] EBS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:32:29.721451] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:32:29.906492] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:30.169233] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:30.390330] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:30.634169] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:30.846587] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:31.034415] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:31.211112] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:31.391875] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:31.575141] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:31.760269] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:31.760480] [INFO ] [CONFIGURE ] EBS: KEPT add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:32:31.760529] [INFO ] [CONFIGURE ] JOB ETA: 19.9m | Avg: 1.5s/test | Remaining: 796 tests
[2025-10-13T23:32:31.760566] [INFO ] [CONFIGURE ] EBS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:32:31.760598] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:32:31.944996] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:32.130234] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:32.313922] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:32.500846] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:32.691945] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:32.876854] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:33.066733] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:33.256120] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:33.419363] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:33.585016] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:33.585195] [INFO ] [CONFIGURE ] EBS: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:32:33.585335] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 795 tests
[2025-10-13T23:32:33.585380] [INFO ] [CONFIGURE ] EBS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:32:33.585414] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:32:33.739955] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:33.891662] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:34.043393] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:34.196318] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:34.357224] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:34.512152] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:34.679579] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:34.855595] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:35.038549] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:35.219041] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:35.219193] [INFO ] [CONFIGURE ] EBS: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:32:35.219266] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 794 tests
[2025-10-13T23:32:35.219317] [INFO ] [CONFIGURE ] EBS: Testing feature 8/29: add_macd
[2025-10-13T23:32:35.219353] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:32:35.419172] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:35.625170] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:35.805509] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:35.994661] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:36.205584] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:32:36.382570] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:36.563093] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:36.754742] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:36.944062] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:37.127939] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:37.128145] [INFO ] [CONFIGURE ] EBS: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:32:37.128210] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 793 tests
[2025-10-13T23:32:37.128250] [INFO ] [CONFIGURE ] EBS: Testing feature 9/29: add_mfi
[2025-10-13T23:32:37.128284] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:32:37.301117] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:37.473549] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:37.644116] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:37.831516] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:38.026772] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:38.211167] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:38.376514] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:38.542383] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:38.715936] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:38.889283] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:38.889491] [INFO ] [CONFIGURE ] EBS: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:32:38.889539] [INFO ] [CONFIGURE ] JOB ETA: 19.8m | Avg: 1.5s/test | Remaining: 792 tests
[2025-10-13T23:32:38.889577] [INFO ] [CONFIGURE ] EBS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:32:38.889611] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:32:39.067003] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:39.263303] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:39.451207] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:39.633036] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:39.818561] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:40.009568] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:40.195092] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:40.390776] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:40.583937] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:40.774058] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:40.774258] [INFO ] [CONFIGURE ] EBS: KEPT add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:32:40.774322] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 791 tests
[2025-10-13T23:32:40.774372] [INFO ] [CONFIGURE ] EBS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:32:40.774430] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:32:40.963000] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:41.150076] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:41.345926] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:41.539158] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:41.744469] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:41.965593] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:42.168878] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:42.372084] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:42.581451] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:42.787133] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:42.787339] [INFO ] [CONFIGURE ] EBS: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:32:42.787414] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 790 tests
[2025-10-13T23:32:42.787476] [INFO ] [CONFIGURE ] EBS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:32:42.787512] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:32:42.984102] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:43.185467] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:43.384638] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:43.584388] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:43.800989] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:44.019091] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:44.223457] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:44.435314] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:44.642248] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:44.847459] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:44.847727] [INFO ] [CONFIGURE ] EBS: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:32:44.847793] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 789 tests
[2025-10-13T23:32:44.847832] [INFO ] [CONFIGURE ] EBS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:32:44.847865] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_opening_strength']
[2025-10-13T23:32:45.056882] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:45.301477] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:45.515798] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:45.719356] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:45.921787] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:32:46.131365] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:46.345459] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:46.553473] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:46.753551] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:46.959587] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:46.959961] [INFO ] [CONFIGURE ] EBS: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:32:46.960035] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 788 tests
[2025-10-13T23:32:46.960095] [INFO ] [CONFIGURE ] EBS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:32:46.960133] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:32:47.162295] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:47.362942] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:32:47.564992] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:47.765918] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:47.967922] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:48.169104] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:48.374023] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:48.577865] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:48.781751] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:48.985591] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:48.985757] [INFO ] [CONFIGURE ] EBS: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:32:48.985809] [INFO ] [CONFIGURE ] JOB ETA: 19.7m | Avg: 1.5s/test | Remaining: 787 tests
[2025-10-13T23:32:48.985844] [INFO ] [CONFIGURE ] EBS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:32:48.985959] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-13T23:32:49.174683] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:49.362848] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:32:49.553754] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:49.742188] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:49.931832] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:50.123551] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:50.316457] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:50.510398] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:32:50.702960] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:50.897273] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:32:50.897478] [INFO ] [CONFIGURE ] EBS: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:32:50.897529] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 786 tests
[2025-10-13T23:32:50.897587] [INFO ] [CONFIGURE ] EBS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:32:50.897638] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:32:51.093213] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:51.290381] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:51.485383] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:51.683364] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:51.880858] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:52.079376] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:52.278253] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:52.481463] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:52.681762] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:52.882989] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:52.883183] [INFO ] [CONFIGURE ] EBS: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:32:52.883233] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 785 tests
[2025-10-13T23:32:52.883268] [INFO ] [CONFIGURE ] EBS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:32:52.883299] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-13T23:32:53.068995] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:53.257775] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:53.446562] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:53.637760] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:53.834958] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:54.030497] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:54.224519] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:54.418475] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:54.612234] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:54.804866] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:54.805008] [INFO ] [CONFIGURE ] EBS: DISCARDED add_pbf_volatility_5d (score: 70.00%)
[2025-10-13T23:32:54.805059] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 784 tests
[2025-10-13T23:32:54.805092] [INFO ] [CONFIGURE ] EBS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:32:54.805123] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-13T23:32:54.992200] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:55.180502] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:55.367891] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:55.555058] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:55.742123] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:55.929891] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:56.118102] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:56.307709] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:56.498425] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:56.692130] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:56.692325] [INFO ] [CONFIGURE ] EBS: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:32:56.692372] [INFO ] [CONFIGURE ] JOB ETA: 19.6m | Avg: 1.5s/test | Remaining: 783 tests
[2025-10-13T23:32:56.692407] [INFO ] [CONFIGURE ] EBS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:32:56.692439] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-13T23:32:56.894149] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:32:57.096294] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:32:57.299229] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:57.505924] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:32:57.722124] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:32:57.926930] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:32:58.133193] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:32:58.339716] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:32:58.546968] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:32:58.757628] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:32:58.757815] [INFO ] [CONFIGURE ] EBS: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:32:58.758299] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 782 tests
[2025-10-13T23:32:58.758354] [INFO ] [CONFIGURE ] EBS: Testing feature 21/29: add_range_position
[2025-10-13T23:32:58.758390] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-13T23:32:58.964975] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:32:59.170382] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:32:59.380848] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:32:59.593009] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:32:59.808131] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:00.026474] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:00.257755] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:00.475040] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:00.681771] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:00.895639] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:33:00.895881] [INFO ] [CONFIGURE ] EBS: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:33:00.895965] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 781 tests
[2025-10-13T23:33:00.896038] [INFO ] [CONFIGURE ] EBS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:33:00.896093] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-13T23:33:01.152866] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:01.372446] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:33:01.594043] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:01.832522] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:33:02.061233] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:02.291994] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:02.530100] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:02.765355] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:03.001918] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:03.244366] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:33:03.244588] [INFO ] [CONFIGURE ] EBS: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:33:03.244639] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 780 tests
[2025-10-13T23:33:03.244727] [INFO ] [CONFIGURE ] EBS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:33:03.244766] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-13T23:33:03.477804] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:03.691378] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:03.896168] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:04.095885] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:04.295462] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:04.497175] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:04.697438] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:04.901592] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:05.104200] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:05.312316] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:33:05.312467] [INFO ] [CONFIGURE ] EBS: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:33:05.312512] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 779 tests
[2025-10-13T23:33:05.312546] [INFO ] [CONFIGURE ] EBS: Testing feature 24/29: add_rsi
[2025-10-13T23:33:05.312578] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_rsi']
[2025-10-13T23:33:05.515554] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:05.722369] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:05.923019] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:06.130220] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:06.331965] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:06.546491] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:06.755280] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:06.965532] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:07.170383] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:07.382818] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:33:07.383487] [INFO ] [CONFIGURE ] EBS: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:33:07.383550] [INFO ] [CONFIGURE ] JOB ETA: 19.5m | Avg: 1.5s/test | Remaining: 778 tests
[2025-10-13T23:33:07.383588] [INFO ] [CONFIGURE ] EBS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:33:07.383622] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-13T23:33:07.579940] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:07.771885] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:07.965855] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:08.160837] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:08.356293] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:08.555451] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:08.757831] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:08.956609] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:09.160153] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:09.363506] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:33:09.363706] [INFO ] [CONFIGURE ] EBS: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:33:09.363766] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 777 tests
[2025-10-13T23:33:09.363804] [INFO ] [CONFIGURE ] EBS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:33:09.363836] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-13T23:33:09.570859] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:09.767713] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:33:09.970848] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:10.170059] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:10.378387] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:10.582100] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:10.788430] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:10.991110] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:11.202069] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:11.407492] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:33:11.407714] [INFO ] [CONFIGURE ] EBS: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:33:11.407774] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 776 tests
[2025-10-13T23:33:11.407813] [INFO ] [CONFIGURE ] EBS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:33:11.407845] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-13T23:33:11.617015] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:11.825690] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:12.034550] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:12.244160] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:12.459907] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:12.670481] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:12.881114] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:13.093114] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:13.305121] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:13.518309] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:33:13.518492] [INFO ] [CONFIGURE ] EBS: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:33:13.518556] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 775 tests
[2025-10-13T23:33:13.518594] [INFO ] [CONFIGURE ] EBS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:33:13.518626] [INFO ] [CONFIGURE ] EBS: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-13T23:33:13.718168] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:13.913170] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:14.108696] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:33:14.304691] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:33:14.503037] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:14.701422] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:33:14.906784] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:33:15.105918] [DEBUG] [FORECASTER] EBS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:15.311183] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:15.511612] [DEBUG] [FORECASTER] EBS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:33:15.511789] [INFO ] [CONFIGURE ] EBS: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:33:15.511839] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 774 tests
[2025-10-13T23:33:15.511899] [INFO ] [CONFIGURE ] EBS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:33:15.511954] [INFO ] [CONFIGURE ] EBS: Best accuracy: 70.00%
[2025-10-13T23:33:15.511988] [INFO ] [CONFIGURE ] EBS: Best feature set (6 features): ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:33:15.512017] [INFO ] [CONFIGURE ] EBS: Improvement over baseline: 40.00%
[2025-10-13T23:33:15.512044] [INFO ] [CONFIGURE ] EBS: Total time: 50.7 seconds
[2025-10-13T23:33:15.512069] [INFO ] [CONFIGURE ] EBS: Average time per feature: 1.9 seconds
[2025-10-13T23:33:15.512096] [INFO ] [CONFIGURE ] EBS: Average speed: 0.57 features/sec
[2025-10-13T23:33:15.512929] [INFO ] [LOCAL     ] Saved configuration for EBS: 6 features, 70.00% accuracy -> ./output/feature-sets/EBS.json
[2025-10-13T23:33:15.512984] [INFO ] [CONFIGURE ] EBS: Configuration saved successfully: 6 features, 70.00% accuracy.
[2025-10-13T23:33:15.513044] [INFO ] [sig       ] [65/91] Successfully configured EBS | 0.02 sym/s | Total: 48.0m | ETA: 19.2m
[2025-10-13T23:33:15.513100] [INFO ] [sig       ] [66/91] Configuring EC...
[2025-10-13T23:33:15.513132] [INFO ] [CONFIGURE ] EC: Configurate test run.
[2025-10-13T23:33:15.513190] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EC' from 'https://tdm.silogroup.org/data/derivative_storage/EC.csv'.
[2025-10-13T23:33:15.524872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EC'.
[2025-10-13T23:33:15.525154] [INFO ] [CONFIGURE ] EC: Testing with 29 available features
[2025-10-13T23:33:15.525208] [INFO ] [CONFIGURE ] EC: Establishing baseline with no features...
[2025-10-13T23:33:15.633986] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:15.740961] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:15.850706] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:15.960225] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:16.074931] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:16.183149] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:16.292124] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:16.401162] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:16.512100] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:16.623256] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:33:16.623383] [INFO ] [CONFIGURE ] EC: Baseline score (no features): 30.00%
[2025-10-13T23:33:16.623445] [INFO ] [CONFIGURE ] EC: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:33:16.623500] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:33:16.742885] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:16.861540] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:16.982600] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:17.102448] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:17.222587] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:17.347869] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:17.468424] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:17.590029] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:17.712191] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:17.834591] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:17.834759] [INFO ] [CONFIGURE ] EC: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:33:17.834811] [INFO ] [CONFIGURE ] JOB ETA: 19.4m | Avg: 1.5s/test | Remaining: 773 tests
[2025-10-13T23:33:17.834845] [INFO ] [CONFIGURE ] EC: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:33:17.834874] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:33:17.959084] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:18.085537] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:18.210458] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:18.336094] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:18.463299] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:18.617861] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:18.743926] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:18.869461] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:18.997453] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:19.125362] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:19.125539] [INFO ] [CONFIGURE ] EC: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-13T23:33:19.125602] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 772 tests
[2025-10-13T23:33:19.125639] [INFO ] [CONFIGURE ] EC: Testing feature 3/29: add_daily_returns
[2025-10-13T23:33:19.125717] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:33:19.253500] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:19.381312] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:19.509086] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:19.638951] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:19.778958] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:19.915482] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:20.050637] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:20.186578] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:20.326052] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:20.465109] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:33:20.465288] [INFO ] [CONFIGURE ] EC: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-13T23:33:20.465334] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 771 tests
[2025-10-13T23:33:20.465370] [INFO ] [CONFIGURE ] EC: Testing feature 4/29: add_ema
[2025-10-13T23:33:20.465404] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:33:20.611318] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:20.773133] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:20.918665] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:21.068274] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:21.222453] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:21.369840] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:21.517849] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:21.672543] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:21.825698] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:21.976392] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:21.976620] [INFO ] [CONFIGURE ] EC: KEPT add_ema (score: 50.00%)
[2025-10-13T23:33:21.976706] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 770 tests
[2025-10-13T23:33:21.976756] [INFO ] [CONFIGURE ] EC: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:33:21.976791] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:33:22.148826] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:22.347950] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:22.556455] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:22.796681] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:23.042315] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:23.241423] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:23.435226] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:23.648819] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:23.823078] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:24.002813] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:33:24.002999] [INFO ] [CONFIGURE ] EC: DISCARDED add_exhaustion_signals (score: 10.00%)
[2025-10-13T23:33:24.003071] [INFO ] [CONFIGURE ] JOB ETA: 19.3m | Avg: 1.5s/test | Remaining: 769 tests
[2025-10-13T23:33:24.003133] [INFO ] [CONFIGURE ] EC: Testing feature 6/29: add_failed_moves
[2025-10-13T23:33:24.003169] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_failed_moves']
[2025-10-13T23:33:24.158114] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:24.316895] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:24.473206] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:24.622748] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:24.774193] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:24.925483] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:25.077601] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:25.228393] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:25.391312] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:25.561594] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:25.561793] [INFO ] [CONFIGURE ] EC: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:33:25.561845] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 768 tests
[2025-10-13T23:33:25.561882] [INFO ] [CONFIGURE ] EC: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:33:25.561914] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_lag_shelf']
[2025-10-13T23:33:25.712375] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:25.859201] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:26.003026] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:26.148392] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:26.292762] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:26.439309] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:26.585583] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:26.738966] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:26.896111] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:27.049344] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:27.049519] [INFO ] [CONFIGURE ] EC: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:33:27.049568] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 767 tests
[2025-10-13T23:33:27.049612] [INFO ] [CONFIGURE ] EC: Testing feature 8/29: add_macd
[2025-10-13T23:33:27.049684] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:33:27.230328] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:27.412360] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:27.599015] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:27.794900] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:27.974694] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:28.152441] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:28.330591] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:28.516812] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:28.699637] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:28.883234] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:28.883439] [INFO ] [CONFIGURE ] EC: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:33:28.883493] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 766 tests
[2025-10-13T23:33:28.883529] [INFO ] [CONFIGURE ] EC: Testing feature 9/29: add_mfi
[2025-10-13T23:33:28.883561] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_mfi']
[2025-10-13T23:33:29.042474] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:29.200324] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:29.360975] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:29.519972] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:29.682221] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:29.850620] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:30.015817] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:30.185920] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:30.359339] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:30.529440] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:30.529639] [INFO ] [CONFIGURE ] EC: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:33:30.529725] [INFO ] [CONFIGURE ] JOB ETA: 19.2m | Avg: 1.5s/test | Remaining: 765 tests
[2025-10-13T23:33:30.529767] [INFO ] [CONFIGURE ] EC: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:33:30.529802] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:33:30.731810] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:30.912906] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:31.090744] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:31.259465] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:31.437858] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:31.617067] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:31.799669] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:32.001900] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:32.192908] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:32.373581] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:32.373819] [INFO ] [CONFIGURE ] EC: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:33:32.373870] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 764 tests
[2025-10-13T23:33:32.373987] [INFO ] [CONFIGURE ] EC: Testing feature 11/29: add_obv_daily
[2025-10-13T23:33:32.374028] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_obv_daily']
[2025-10-13T23:33:32.531015] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:32.684883] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:32.838586] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:32.988102] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:33.137389] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:33.287870] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:33.441072] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:33.593475] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:33.782972] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:33.942963] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:33.943175] [INFO ] [CONFIGURE ] EC: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-13T23:33:33.943222] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 763 tests
[2025-10-13T23:33:33.943259] [INFO ] [CONFIGURE ] EC: Testing feature 12/29: add_obv_interval
[2025-10-13T23:33:33.943291] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_obv_interval']
[2025-10-13T23:33:34.093453] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:34.245578] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:34.400594] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:34.548445] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:34.699020] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:34.857182] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:35.024291] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:35.175001] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:35.331772] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:35.479778] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:35.479970] [INFO ] [CONFIGURE ] EC: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:33:35.480032] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 762 tests
[2025-10-13T23:33:35.480070] [INFO ] [CONFIGURE ] EC: Testing feature 13/29: add_opening_strength
[2025-10-13T23:33:35.480102] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:33:35.640349] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:35.799975] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:35.967022] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:36.132389] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:36.299740] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:36.459495] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:36.626539] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:36.824625] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:33:36.992472] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:37.157088] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:37.157352] [INFO ] [CONFIGURE ] EC: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:33:37.157470] [INFO ] [CONFIGURE ] JOB ETA: 19.1m | Avg: 1.5s/test | Remaining: 761 tests
[2025-10-13T23:33:37.157524] [INFO ] [CONFIGURE ] EC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:33:37.157578] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:33:37.318381] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:37.477354] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:37.636430] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:37.796097] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:37.974532] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:38.149511] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:38.310232] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:38.470892] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:38.636597] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:38.799867] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:38.800036] [INFO ] [CONFIGURE ] EC: KEPT add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:33:38.800081] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 760 tests
[2025-10-13T23:33:38.800116] [INFO ] [CONFIGURE ] EC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:33:38.800148] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-13T23:33:38.963160] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:39.148352] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:39.323819] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:39.502265] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:39.666581] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:39.857298] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:40.044357] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:40.207419] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:40.388640] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:40.567864] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:40.568058] [INFO ] [CONFIGURE ] EC: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T23:33:40.568103] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 759 tests
[2025-10-13T23:33:40.568137] [INFO ] [CONFIGURE ] EC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:33:40.568169] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-13T23:33:40.741690] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:40.916398] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:41.091891] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:41.266322] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:41.445884] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:41.623375] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:41.802927] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:33:42.012121] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:42.208737] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:42.386589] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:42.386820] [INFO ] [CONFIGURE ] EC: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:33:42.386873] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 758 tests
[2025-10-13T23:33:42.386909] [INFO ] [CONFIGURE ] EC: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:33:42.386942] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-13T23:33:42.562207] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:42.735288] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:42.908348] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:43.091725] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:43.266260] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:33:43.443188] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:43.622280] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:43.806422] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:43.986276] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:44.162582] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:33:44.162794] [INFO ] [CONFIGURE ] EC: DISCARDED add_pbf_return_2d (score: 20.00%)
[2025-10-13T23:33:44.162846] [INFO ] [CONFIGURE ] JOB ETA: 19.0m | Avg: 1.5s/test | Remaining: 757 tests
[2025-10-13T23:33:44.162883] [INFO ] [CONFIGURE ] EC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:33:44.162916] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-13T23:33:44.333146] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:44.500698] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:44.679015] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:44.857407] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:45.038878] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:45.215121] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:45.389523] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:45.566434] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:45.748357] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:45.938917] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:45.939096] [INFO ] [CONFIGURE ] EC: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:33:45.939150] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 756 tests
[2025-10-13T23:33:45.939187] [INFO ] [CONFIGURE ] EC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:33:45.939241] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-13T23:33:46.108823] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:46.278488] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:46.450866] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:46.625408] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:46.811623] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:46.979755] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:47.162849] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:47.338981] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:47.524631] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:47.702336] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:47.702515] [INFO ] [CONFIGURE ] EC: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:33:47.702559] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 755 tests
[2025-10-13T23:33:47.702595] [INFO ] [CONFIGURE ] EC: Testing feature 20/29: add_price_rejection
[2025-10-13T23:33:47.702627] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-13T23:33:47.883240] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:48.059847] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:48.235385] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:48.413559] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:48.591761] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:48.772363] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:48.968801] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:49.144396] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:49.323184] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:49.507728] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:49.507872] [INFO ] [CONFIGURE ] EC: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-13T23:33:49.507917] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 754 tests
[2025-10-13T23:33:49.507950] [INFO ] [CONFIGURE ] EC: Testing feature 21/29: add_range_position
[2025-10-13T23:33:49.507980] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-13T23:33:49.688607] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:49.869768] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:50.050970] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:50.231584] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:50.415793] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:50.598228] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:50.781197] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:50.961941] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:51.142278] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:51.324851] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:51.325011] [INFO ] [CONFIGURE ] EC: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:33:51.325056] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 753 tests
[2025-10-13T23:33:51.325090] [INFO ] [CONFIGURE ] EC: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:33:51.325120] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-13T23:33:51.514182] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:51.703685] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:51.896451] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:52.096152] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:52.294057] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:52.491006] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:52.688665] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:52.886432] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:53.098675] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:53.299416] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:53.299582] [INFO ] [CONFIGURE ] EC: DISCARDED add_realized_volatility (score: 30.00%)
[2025-10-13T23:33:53.299627] [INFO ] [CONFIGURE ] JOB ETA: 18.9m | Avg: 1.5s/test | Remaining: 752 tests
[2025-10-13T23:33:53.299697] [INFO ] [CONFIGURE ] EC: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:33:53.299743] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-13T23:33:53.472404] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:53.644634] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:53.813490] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:53.984925] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:54.161636] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:54.337383] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:54.518394] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:54.694821] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:54.870295] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:55.047023] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:55.047211] [INFO ] [CONFIGURE ] EC: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:33:55.047255] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 751 tests
[2025-10-13T23:33:55.047289] [INFO ] [CONFIGURE ] EC: Testing feature 24/29: add_rsi
[2025-10-13T23:33:55.047321] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_rsi']
[2025-10-13T23:33:55.220208] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:55.403489] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:55.583843] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:55.757493] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:55.959141] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:56.138330] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:56.315883] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:56.490677] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:56.666530] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:33:56.845028] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:56.845207] [INFO ] [CONFIGURE ] EC: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:33:56.845256] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 750 tests
[2025-10-13T23:33:56.845298] [INFO ] [CONFIGURE ] EC: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:33:56.845337] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-13T23:33:57.018090] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:33:57.187173] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:57.358634] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:33:57.530244] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:33:57.702341] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:57.875329] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:58.058093] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:58.234053] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:33:58.410280] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:33:58.592972] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:33:58.593146] [INFO ] [CONFIGURE ] EC: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:33:58.593191] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 749 tests
[2025-10-13T23:33:58.593225] [INFO ] [CONFIGURE ] EC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:33:58.593256] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-13T23:33:58.767618] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:33:58.941251] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:33:59.116246] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:33:59.291089] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:33:59.472837] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:33:59.648225] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:33:59.821805] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:33:59.998767] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:34:00.175596] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:34:00.354308] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:34:00.354510] [INFO ] [CONFIGURE ] EC: DISCARDED add_volume_momentum_confirmation (score: 30.00%)
[2025-10-13T23:34:00.354557] [INFO ] [CONFIGURE ] JOB ETA: 18.8m | Avg: 1.5s/test | Remaining: 748 tests
[2025-10-13T23:34:00.354594] [INFO ] [CONFIGURE ] EC: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:34:00.354628] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-13T23:34:00.534917] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:00.715316] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:00.898925] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:01.081981] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:01.260847] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:01.439731] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:01.624306] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:01.814234] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:34:02.007440] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:02.191020] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:02.191184] [INFO ] [CONFIGURE ] EC: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:34:02.191229] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 747 tests
[2025-10-13T23:34:02.191264] [INFO ] [CONFIGURE ] EC: Testing feature 28/29: add_volume_profile
[2025-10-13T23:34:02.191296] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-13T23:34:02.365785] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:02.541088] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:02.715362] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:02.892356] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:03.070031] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:34:03.240472] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:03.411041] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:03.586332] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:34:03.761437] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:03.934442] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:03.934597] [INFO ] [CONFIGURE ] EC: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:34:03.934660] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 746 tests
[2025-10-13T23:34:03.934719] [INFO ] [CONFIGURE ] EC: Testing feature 29/29: add_vwap
[2025-10-13T23:34:03.934753] [INFO ] [CONFIGURE ] EC: Testing with features: ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-13T23:34:04.109812] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:04.285102] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:04.466311] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:04.639584] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:04.822916] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:34:04.997434] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:05.170069] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:05.359202] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:34:05.549200] [DEBUG] [FORECASTER] EC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:34:05.728031] [DEBUG] [FORECASTER] EC: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:05.728188] [INFO ] [CONFIGURE ] EC: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:34:05.728233] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 745 tests
[2025-10-13T23:34:05.728267] [INFO ] [CONFIGURE ] EC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:34:05.728297] [INFO ] [CONFIGURE ] EC: Best accuracy: 60.00%
[2025-10-13T23:34:05.728452] [INFO ] [CONFIGURE ] EC: Best feature set (3 features): ['add_cumulative_delta', 'add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:34:05.728500] [INFO ] [CONFIGURE ] EC: Improvement over baseline: 30.00%
[2025-10-13T23:34:05.728535] [INFO ] [CONFIGURE ] EC: Total time: 49.1 seconds
[2025-10-13T23:34:05.728568] [INFO ] [CONFIGURE ] EC: Average time per feature: 1.7 seconds
[2025-10-13T23:34:05.728602] [INFO ] [CONFIGURE ] EC: Average speed: 0.59 features/sec
[2025-10-13T23:34:05.729141] [INFO ] [LOCAL     ] Saved configuration for EC: 3 features, 60.00% accuracy -> ./output/feature-sets/EC.json
[2025-10-13T23:34:05.729195] [INFO ] [CONFIGURE ] EC: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-13T23:34:05.729255] [INFO ] [sig       ] [66/91] Successfully configured EC | 0.02 sym/s | Total: 48.8m | ETA: 18.5m
[2025-10-13T23:34:05.729311] [INFO ] [sig       ] [67/91] Configuring ECG...
[2025-10-13T23:34:05.729342] [INFO ] [CONFIGURE ] ECG: Configurate test run.
[2025-10-13T23:34:05.729393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECG' from 'https://tdm.silogroup.org/data/derivative_storage/ECG.csv'.
[2025-10-13T23:34:05.740857] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECG'.
[2025-10-13T23:34:05.741255] [INFO ] [CONFIGURE ] ECG: Testing with 29 available features
[2025-10-13T23:34:05.741309] [INFO ] [CONFIGURE ] ECG: Establishing baseline with no features...
[2025-10-13T23:34:05.851567] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:05.961922] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:06.073915] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:06.187251] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:06.300885] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:06.412899] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:06.526037] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:06.642276] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:06.755541] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:06.869212] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:06.869390] [INFO ] [CONFIGURE ] ECG: Baseline score (no features): 90.00%
[2025-10-13T23:34:06.869460] [INFO ] [CONFIGURE ] ECG: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:34:06.869495] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:34:06.993787] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:07.126459] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:07.255440] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:07.379816] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:07.503270] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:07.631452] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:07.758510] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:07.888566] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:08.016198] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:08.143521] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:08.143741] [INFO ] [CONFIGURE ] ECG: DISCARDED add_bollinger_bands (score: 80.00%)
[2025-10-13T23:34:08.143799] [INFO ] [CONFIGURE ] JOB ETA: 18.7m | Avg: 1.5s/test | Remaining: 744 tests
[2025-10-13T23:34:08.143834] [INFO ] [CONFIGURE ] ECG: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:34:08.143865] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:34:08.268522] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:08.393223] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:08.528914] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:08.659527] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:08.801094] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:08.936391] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:09.065616] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:09.200489] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:09.329169] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:34:09.458099] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:34:09.458278] [INFO ] [CONFIGURE ] ECG: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:34:09.458324] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 743 tests
[2025-10-13T23:34:09.458359] [INFO ] [CONFIGURE ] ECG: Testing feature 3/29: add_daily_returns
[2025-10-13T23:34:09.458391] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_daily_returns']
[2025-10-13T23:34:09.569664] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:09.683199] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:09.803125] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:09.918835] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:10.034965] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:10.151366] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:10.270214] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:10.391195] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:10.516031] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:34:10.634184] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:10.634384] [INFO ] [CONFIGURE ] ECG: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:34:10.634447] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 742 tests
[2025-10-13T23:34:10.634484] [INFO ] [CONFIGURE ] ECG: Testing feature 4/29: add_ema
[2025-10-13T23:34:10.634515] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_ema']
[2025-10-13T23:34:10.771272] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:10.902273] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:11.031423] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:11.169844] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:11.305043] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:11.438135] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:11.580529] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:11.721566] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:11.873605] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:34:12.015620] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:34:12.015830] [INFO ] [CONFIGURE ] ECG: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:34:12.015881] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 741 tests
[2025-10-13T23:34:12.015916] [INFO ] [CONFIGURE ] ECG: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:34:12.015947] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:34:12.154375] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:12.289636] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:12.432228] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:12.567850] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:12.704385] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:12.840786] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:12.982555] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:13.127093] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:13.264118] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:13.397796] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:13.397998] [INFO ] [CONFIGURE ] ECG: DISCARDED add_exhaustion_signals (score: 90.00%)
[2025-10-13T23:34:13.398063] [INFO ] [CONFIGURE ] JOB ETA: 18.6m | Avg: 1.5s/test | Remaining: 740 tests
[2025-10-13T23:34:13.398101] [INFO ] [CONFIGURE ] ECG: Testing feature 6/29: add_failed_moves
[2025-10-13T23:34:13.398133] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_failed_moves']
[2025-10-13T23:34:13.510134] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:13.631479] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:13.751152] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:13.870925] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:13.989425] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:14.104069] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:14.229370] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:14.356628] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:14.477283] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:14.594807] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:14.595011] [INFO ] [CONFIGURE ] ECG: DISCARDED add_failed_moves (score: 90.00%)
[2025-10-13T23:34:14.595058] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 739 tests
[2025-10-13T23:34:14.595091] [INFO ] [CONFIGURE ] ECG: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:34:14.595121] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_lag_shelf']
[2025-10-13T23:34:14.700564] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:14.807204] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:14.918945] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:15.026122] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:15.134156] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:15.251425] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:15.358408] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:15.468799] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:15.580542] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:15.681935] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:15.682070] [INFO ] [CONFIGURE ] ECG: DISCARDED add_lag_shelf (score: 90.00%)
[2025-10-13T23:34:15.682135] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 738 tests
[2025-10-13T23:34:15.682205] [INFO ] [CONFIGURE ] ECG: Testing feature 8/29: add_macd
[2025-10-13T23:34:15.682261] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:34:15.818680] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:15.956129] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:16.096369] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:16.283727] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:16.428579] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:16.582497] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:16.729398] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:16.882372] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:17.030795] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:34:17.178528] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:17.178736] [INFO ] [CONFIGURE ] ECG: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:34:17.178829] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 737 tests
[2025-10-13T23:34:17.178876] [INFO ] [CONFIGURE ] ECG: Testing feature 9/29: add_mfi
[2025-10-13T23:34:17.178915] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_mfi']
[2025-10-13T23:34:17.296343] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:17.419565] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:17.538004] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:17.656550] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:17.775418] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:17.894606] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:18.013750] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:18.136341] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:18.254902] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:18.374530] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:18.374728] [INFO ] [CONFIGURE ] ECG: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:34:18.374785] [INFO ] [CONFIGURE ] JOB ETA: 18.5m | Avg: 1.5s/test | Remaining: 736 tests
[2025-10-13T23:34:18.374822] [INFO ] [CONFIGURE ] ECG: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:34:18.374854] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:34:18.505157] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:18.637394] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:18.774090] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:18.907065] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:19.041609] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:19.176341] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:19.345176] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:19.479738] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:19.614755] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:34:19.751294] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:19.751472] [INFO ] [CONFIGURE ] ECG: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:34:19.751535] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 735 tests
[2025-10-13T23:34:19.751573] [INFO ] [CONFIGURE ] ECG: Testing feature 11/29: add_obv_daily
[2025-10-13T23:34:19.751606] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily']
[2025-10-13T23:34:19.861419] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:19.978095] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.089665] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:20.199407] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:20.316234] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.430218] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.543035] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.658281] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.772169] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:20.886950] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:20.887109] [INFO ] [CONFIGURE ] ECG: KEPT add_obv_daily (score: 100.00%)
[2025-10-13T23:34:20.887170] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 734 tests
[2025-10-13T23:34:20.887229] [INFO ] [CONFIGURE ] ECG: Testing feature 12/29: add_obv_interval
[2025-10-13T23:34:20.887264] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-13T23:34:21.007177] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:21.126527] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:21.246906] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:21.367181] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:21.488294] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:21.610112] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:21.733876] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:21.857402] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:21.983072] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:22.111402] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:22.111578] [INFO ] [CONFIGURE ] ECG: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:34:22.111624] [INFO ] [CONFIGURE ] JOB ETA: 18.4m | Avg: 1.5s/test | Remaining: 733 tests
[2025-10-13T23:34:22.111695] [INFO ] [CONFIGURE ] ECG: Testing feature 13/29: add_opening_strength
[2025-10-13T23:34:22.111743] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:34:22.242524] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:22.373236] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:22.505793] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:22.633483] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:22.760545] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:22.889507] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:23.026687] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:23.160512] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:23.291505] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:23.422715] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:23.422879] [INFO ] [CONFIGURE ] ECG: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:34:23.422923] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 732 tests
[2025-10-13T23:34:23.422958] [INFO ] [CONFIGURE ] ECG: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:34:23.423074] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:34:23.551132] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:23.681177] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:23.812303] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:23.944867] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:24.080415] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:24.215728] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:24.347002] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:24.479159] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:24.613560] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:24.745245] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:24.745407] [INFO ] [CONFIGURE ] ECG: DISCARDED add_order_flow_imbalance (score: 90.00%)
[2025-10-13T23:34:24.745451] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 731 tests
[2025-10-13T23:34:24.745486] [INFO ] [CONFIGURE ] ECG: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:34:24.745518] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:34:24.864752] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:24.986970] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.115380] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:25.232093] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:25.379940] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.495896] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.612857] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.727855] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.843328] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:25.960010] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:25.960171] [INFO ] [CONFIGURE ] ECG: DISCARDED add_pbf_morning_momentum (score: 90.00%)
[2025-10-13T23:34:25.960215] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 730 tests
[2025-10-13T23:34:25.960249] [INFO ] [CONFIGURE ] ECG: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:34:25.960280] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:34:26.081635] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:26.202893] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:26.325053] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:26.447854] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:26.570911] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:26.695302] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:26.820870] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:26.943498] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:27.070481] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:27.198930] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:27.199129] [INFO ] [CONFIGURE ] ECG: DISCARDED add_pbf_overnight_gap (score: 100.00%)
[2025-10-13T23:34:27.199177] [INFO ] [CONFIGURE ] JOB ETA: 18.3m | Avg: 1.5s/test | Remaining: 729 tests
[2025-10-13T23:34:27.199212] [INFO ] [CONFIGURE ] ECG: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:34:27.199243] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:34:27.325887] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:27.454374] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:27.582465] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:27.710451] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:27.837857] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:27.965499] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:28.094189] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:28.223342] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:28.353100] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:28.482967] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:28.483133] [INFO ] [CONFIGURE ] ECG: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:34:28.483178] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 728 tests
[2025-10-13T23:34:28.483211] [INFO ] [CONFIGURE ] ECG: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:34:28.483242] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:34:28.599892] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:28.716290] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:28.834566] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:28.951703] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:29.105897] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:29.264373] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:29.415089] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:29.535223] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:29.654632] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:29.773590] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:29.773808] [INFO ] [CONFIGURE ] ECG: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:34:29.773903] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 727 tests
[2025-10-13T23:34:29.773946] [INFO ] [CONFIGURE ] ECG: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:34:29.773979] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:34:29.889081] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:30.004698] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.121253] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:30.238873] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:30.355458] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.473276] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.592392] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.710923] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.830281] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:30.951719] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:30.951887] [INFO ] [CONFIGURE ] ECG: DISCARDED add_pbf_vs_sma_5 (score: 100.00%)
[2025-10-13T23:34:30.951931] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 726 tests
[2025-10-13T23:34:30.951965] [INFO ] [CONFIGURE ] ECG: Testing feature 20/29: add_price_rejection
[2025-10-13T23:34:30.951998] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-13T23:34:31.084923] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:31.243197] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:31.464684] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:31.651797] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:31.846519] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.024533] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.174175] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.313284] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.444109] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.572433] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:32.572571] [INFO ] [CONFIGURE ] ECG: DISCARDED add_price_rejection (score: 100.00%)
[2025-10-13T23:34:32.572619] [INFO ] [CONFIGURE ] JOB ETA: 18.2m | Avg: 1.5s/test | Remaining: 725 tests
[2025-10-13T23:34:32.572685] [INFO ] [CONFIGURE ] ECG: Testing feature 21/29: add_range_position
[2025-10-13T23:34:32.572735] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-13T23:34:32.706403] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:32.841772] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:32.977483] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:33.116405] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:33.254186] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:33.389253] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:33.523802] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:33.660857] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:33.797538] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:33.935042] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:33.935216] [INFO ] [CONFIGURE ] ECG: DISCARDED add_range_position (score: 80.00%)
[2025-10-13T23:34:33.935264] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 724 tests
[2025-10-13T23:34:33.935300] [INFO ] [CONFIGURE ] ECG: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:34:33.935354] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:34:34.085362] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:34.237366] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:34.391698] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:34.542363] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:34.695520] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:34.850199] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:34:35.005977] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:35.163627] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:35.328898] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:35.492297] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:35.492492] [INFO ] [CONFIGURE ] ECG: DISCARDED add_realized_volatility (score: 90.00%)
[2025-10-13T23:34:35.492544] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 723 tests
[2025-10-13T23:34:35.492579] [INFO ] [CONFIGURE ] ECG: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:34:35.492609] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:34:35.622639] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:35.761411] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:35.894396] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:36.028303] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:36.163016] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:36.301374] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:36.436814] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:36.573440] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:36.713572] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:36.844515] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:36.844747] [INFO ] [CONFIGURE ] ECG: DISCARDED add_recent_range_context (score: 100.00%)
[2025-10-13T23:34:36.844804] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 722 tests
[2025-10-13T23:34:36.844842] [INFO ] [CONFIGURE ] ECG: Testing feature 24/29: add_rsi
[2025-10-13T23:34:36.844875] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:34:36.990452] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:37.138202] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:37.282244] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:37.425759] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:37.583027] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:37.738098] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:37.897824] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:38.058001] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:38.219958] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:38.380295] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:34:38.380455] [INFO ] [CONFIGURE ] ECG: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:34:38.380501] [INFO ] [CONFIGURE ] JOB ETA: 18.1m | Avg: 1.5s/test | Remaining: 721 tests
[2025-10-13T23:34:38.380535] [INFO ] [CONFIGURE ] ECG: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:34:38.380567] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:34:38.511340] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:38.645240] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:38.778238] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:38.912353] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:39.054173] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:39.190128] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:39.323789] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:39.457413] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:39.592461] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:39.727787] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:39.727964] [INFO ] [CONFIGURE ] ECG: DISCARDED add_tick_distribution (score: 100.00%)
[2025-10-13T23:34:39.728010] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 720 tests
[2025-10-13T23:34:39.728045] [INFO ] [CONFIGURE ] ECG: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:34:39.728077] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:34:39.864219] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:40.009137] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:40.154372] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:40.288819] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:40.419349] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:40.569352] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:40.700605] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:40.842072] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:40.976420] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:41.113502] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:41.113721] [INFO ] [CONFIGURE ] ECG: DISCARDED add_volume_momentum_confirmation (score: 100.00%)
[2025-10-13T23:34:41.113779] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 719 tests
[2025-10-13T23:34:41.113816] [INFO ] [CONFIGURE ] ECG: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:34:41.113850] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:34:41.254860] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:41.398539] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:41.541058] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:41.682850] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:41.839309] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:34:41.985204] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:42.133010] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:42.280128] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:42.424677] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:42.575353] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:42.575573] [INFO ] [CONFIGURE ] ECG: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:34:42.575622] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 718 tests
[2025-10-13T23:34:42.575694] [INFO ] [CONFIGURE ] ECG: Testing feature 28/29: add_volume_profile
[2025-10-13T23:34:42.575742] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-13T23:34:42.709789] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:42.842301] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:42.981368] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:43.112164] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:34:43.245738] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:43.393442] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:43.528876] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:34:43.666087] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:43.811606] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:43.949553] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:43.949743] [INFO ] [CONFIGURE ] ECG: DISCARDED add_volume_profile (score: 90.00%)
[2025-10-13T23:34:43.949798] [INFO ] [CONFIGURE ] JOB ETA: 18.0m | Avg: 1.5s/test | Remaining: 717 tests
[2025-10-13T23:34:43.949835] [INFO ] [CONFIGURE ] ECG: Testing feature 29/29: add_vwap
[2025-10-13T23:34:43.949867] [INFO ] [CONFIGURE ] ECG: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-13T23:34:44.081327] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:44.210327] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:44.342876] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:44.474106] [DEBUG] [FORECASTER] ECG: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:34:44.608145] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:34:44.747851] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:34:44.888303] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:34:45.028466] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:45.165990] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:34:45.313981] [DEBUG] [FORECASTER] ECG: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:34:45.314279] [INFO ] [CONFIGURE ] ECG: DISCARDED add_vwap (score: 90.00%)
[2025-10-13T23:34:45.314342] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 716 tests
[2025-10-13T23:34:45.314399] [INFO ] [CONFIGURE ] ECG: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:34:45.314457] [INFO ] [CONFIGURE ] ECG: Best accuracy: 100.00%
[2025-10-13T23:34:45.314493] [INFO ] [CONFIGURE ] ECG: Best feature set (1 features): ['add_obv_daily']
[2025-10-13T23:34:45.314528] [INFO ] [CONFIGURE ] ECG: Improvement over baseline: 10.00%
[2025-10-13T23:34:45.314558] [INFO ] [CONFIGURE ] ECG: Total time: 38.4 seconds
[2025-10-13T23:34:45.314586] [INFO ] [CONFIGURE ] ECG: Average time per feature: 1.3 seconds
[2025-10-13T23:34:45.314616] [INFO ] [CONFIGURE ] ECG: Average speed: 0.75 features/sec
[2025-10-13T23:34:45.315239] [INFO ] [LOCAL     ] Saved configuration for ECG: 1 features, 100.00% accuracy -> ./output/feature-sets/ECG.json
[2025-10-13T23:34:45.315298] [INFO ] [CONFIGURE ] ECG: Configuration saved successfully: 1 features, 100.00% accuracy.
[2025-10-13T23:34:45.315351] [INFO ] [sig       ] [67/91] Successfully configured ECG | 0.02 sym/s | Total: 49.5m | ETA: 17.7m
[2025-10-13T23:34:45.315416] [INFO ] [sig       ] [68/91] Configuring ECVT...
[2025-10-13T23:34:45.315459] [INFO ] [CONFIGURE ] ECVT: Configurate test run.
[2025-10-13T23:34:45.315532] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECVT' from 'https://tdm.silogroup.org/data/derivative_storage/ECVT.csv'.
[2025-10-13T23:34:45.327396] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECVT'.
[2025-10-13T23:34:45.327738] [INFO ] [CONFIGURE ] ECVT: Testing with 29 available features
[2025-10-13T23:34:45.327793] [INFO ] [CONFIGURE ] ECVT: Establishing baseline with no features...
[2025-10-13T23:34:45.436626] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:45.549817] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:45.660194] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:45.771837] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:45.883976] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:45.999527] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:46.114974] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:46.229297] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:46.344156] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:46.458697] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:46.458844] [INFO ] [CONFIGURE ] ECVT: Baseline score (no features): 60.00%
[2025-10-13T23:34:46.458890] [INFO ] [CONFIGURE ] ECVT: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:34:46.458922] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:34:46.632470] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:46.755866] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:46.880845] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:47.006422] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:47.143393] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:47.271630] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:47.406963] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:47.532197] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:47.671341] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:47.803517] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:34:47.803761] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:34:47.803824] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 715 tests
[2025-10-13T23:34:47.803860] [INFO ] [CONFIGURE ] ECVT: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:34:47.803891] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:34:47.932797] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:48.063483] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:34:48.192902] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:48.322530] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:48.453977] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:34:48.585670] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:34:48.722704] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:48.853854] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:48.987993] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:49.125515] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:34:49.125738] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:34:49.125796] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 714 tests
[2025-10-13T23:34:49.125832] [INFO ] [CONFIGURE ] ECVT: Testing feature 3/29: add_daily_returns
[2025-10-13T23:34:49.125863] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_daily_returns']
[2025-10-13T23:34:49.238940] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:49.353443] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:49.468238] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:49.584235] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:49.700672] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:49.815814] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:49.932311] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:50.053110] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:50.174664] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:50.296806] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:50.296980] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:34:50.297023] [INFO ] [CONFIGURE ] JOB ETA: 17.9m | Avg: 1.5s/test | Remaining: 713 tests
[2025-10-13T23:34:50.297058] [INFO ] [CONFIGURE ] ECVT: Testing feature 4/29: add_ema
[2025-10-13T23:34:50.297090] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_ema']
[2025-10-13T23:34:50.433049] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:50.563015] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:50.693608] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:50.824557] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:50.957749] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:51.091105] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:51.229707] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:51.365469] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:51.501547] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:34:51.638080] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:34:51.638330] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:34:51.638384] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 712 tests
[2025-10-13T23:34:51.638421] [INFO ] [CONFIGURE ] ECVT: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:34:51.638453] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:34:51.782222] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:51.933556] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:52.070937] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:52.210247] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:52.349860] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:52.491892] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:52.637227] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:52.780966] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:52.928491] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:34:53.070240] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:34:53.070413] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:34:53.070459] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 711 tests
[2025-10-13T23:34:53.070493] [INFO ] [CONFIGURE ] ECVT: Testing feature 6/29: add_failed_moves
[2025-10-13T23:34:53.070523] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_failed_moves']
[2025-10-13T23:34:53.186558] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:53.302855] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:53.420547] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:53.539186] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:53.657923] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:53.776107] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:53.893257] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:54.016243] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:54.139617] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:54.262048] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:54.262305] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:34:54.262388] [INFO ] [CONFIGURE ] JOB ETA: 17.8m | Avg: 1.5s/test | Remaining: 710 tests
[2025-10-13T23:34:54.262575] [INFO ] [CONFIGURE ] ECVT: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:34:54.262633] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_lag_shelf']
[2025-10-13T23:34:54.372213] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:54.483213] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:54.593941] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:34:54.705006] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:54.816162] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:54.928503] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:55.038958] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:55.156972] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:55.285976] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:55.404003] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:55.404154] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:34:55.404197] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 709 tests
[2025-10-13T23:34:55.404231] [INFO ] [CONFIGURE ] ECVT: Testing feature 8/29: add_macd
[2025-10-13T23:34:55.404262] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:34:55.562592] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:55.754272] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:55.907875] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:56.060881] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:56.215547] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:56.370217] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:56.527122] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:34:56.680497] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:34:56.835101] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:56.991568] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:56.991797] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:34:56.991862] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 708 tests
[2025-10-13T23:34:56.991903] [INFO ] [CONFIGURE ] ECVT: Testing feature 9/29: add_mfi
[2025-10-13T23:34:56.991937] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_mfi']
[2025-10-13T23:34:57.119323] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:34:57.246136] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:57.374185] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:57.502216] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:34:57.631242] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:57.764366] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:57.895373] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:58.027415] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:58.159688] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:58.291776] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:58.291972] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:34:58.292018] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 707 tests
[2025-10-13T23:34:58.292052] [INFO ] [CONFIGURE ] ECVT: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:34:58.292082] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:34:58.451388] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:34:58.596758] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:34:58.785070] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:34:58.931499] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:34:59.082325] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:34:59.228348] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:34:59.374044] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:34:59.527749] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:34:59.682429] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:34:59.830778] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:34:59.830953] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:34:59.830998] [INFO ] [CONFIGURE ] JOB ETA: 17.7m | Avg: 1.5s/test | Remaining: 706 tests
[2025-10-13T23:34:59.831033] [INFO ] [CONFIGURE ] ECVT: Testing feature 11/29: add_obv_daily
[2025-10-13T23:34:59.831064] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_daily']
[2025-10-13T23:34:59.948870] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:00.067580] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:35:00.202242] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:00.339672] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:00.466888] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:00.592120] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:00.716359] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:00.841046] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:00.966913] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:01.095014] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:01.095210] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:35:01.095256] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 705 tests
[2025-10-13T23:35:01.095290] [INFO ] [CONFIGURE ] ECVT: Testing feature 12/29: add_obv_interval
[2025-10-13T23:35:01.095321] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval']
[2025-10-13T23:35:01.219000] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:01.346007] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:01.471907] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:01.607115] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:01.741204] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:01.886534] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:02.015571] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:02.145827] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:02.273851] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:02.403218] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:02.403390] [INFO ] [CONFIGURE ] ECVT: KEPT add_obv_interval (score: 70.00%)
[2025-10-13T23:35:02.403434] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 704 tests
[2025-10-13T23:35:02.403470] [INFO ] [CONFIGURE ] ECVT: Testing feature 13/29: add_opening_strength
[2025-10-13T23:35:02.403501] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:35:02.558150] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:02.691677] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:02.833784] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:02.972273] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:03.109423] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:03.249048] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:03.384506] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:03.520428] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:03.657536] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:03.794211] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:03.794406] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:35:03.794469] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 703 tests
[2025-10-13T23:35:03.794507] [INFO ] [CONFIGURE ] ECVT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:35:03.794539] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_order_flow_imbalance']
[2025-10-13T23:35:03.929225] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:04.069827] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:35:04.207007] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:04.346194] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:04.483914] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:04.621113] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:04.759153] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:04.897298] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:05.037456] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:05.177169] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:05.177331] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:35:05.177374] [INFO ] [CONFIGURE ] JOB ETA: 17.6m | Avg: 1.5s/test | Remaining: 702 tests
[2025-10-13T23:35:05.177408] [INFO ] [CONFIGURE ] ECVT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:35:05.177439] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_pbf_morning_momentum']
[2025-10-13T23:35:05.300458] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:05.427160] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:05.555053] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:05.677106] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:05.798722] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:05.920280] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:06.040671] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:06.178095] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:06.303901] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:06.429095] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:06.429269] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:35:06.429313] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 701 tests
[2025-10-13T23:35:06.429349] [INFO ] [CONFIGURE ] ECVT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:35:06.429381] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_pbf_overnight_gap']
[2025-10-13T23:35:06.562927] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:06.692927] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:06.822084] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:06.953082] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:07.086893] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:07.217475] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:07.349162] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:07.480233] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:07.613475] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:07.749304] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:07.749539] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:35:07.749614] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 700 tests
[2025-10-13T23:35:07.749696] [INFO ] [CONFIGURE ] ECVT: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:35:07.749742] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_pbf_return_2d']
[2025-10-13T23:35:07.890428] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:08.020540] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:35:08.153473] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:08.286312] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:08.419178] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:08.553546] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:08.687418] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:08.832952] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:08.969662] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:09.110933] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:09.111191] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:35:09.111247] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 699 tests
[2025-10-13T23:35:09.111286] [INFO ] [CONFIGURE ] ECVT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:35:09.111318] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_pbf_volatility_5d']
[2025-10-13T23:35:09.233853] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:09.359585] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:09.486539] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:09.611891] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:09.742937] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:09.875056] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:09.996441] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:10.123924] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:10.257814] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:10.388205] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:10.388375] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:35:10.388419] [INFO ] [CONFIGURE ] JOB ETA: 17.5m | Avg: 1.5s/test | Remaining: 698 tests
[2025-10-13T23:35:10.388453] [INFO ] [CONFIGURE ] ECVT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:35:10.388488] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_pbf_vs_sma_5']
[2025-10-13T23:35:10.507913] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:10.628114] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:10.748725] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:10.905604] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:11.028348] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:11.150908] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:11.273842] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:11.402345] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:11.534997] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:11.656589] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:11.656779] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:35:11.656830] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 697 tests
[2025-10-13T23:35:11.656866] [INFO ] [CONFIGURE ] ECVT: Testing feature 20/29: add_price_rejection
[2025-10-13T23:35:11.656899] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_price_rejection']
[2025-10-13T23:35:11.778634] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:11.902792] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:12.025463] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:12.149410] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:12.279534] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:12.402884] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:12.529220] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:12.654162] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:12.783996] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:12.910382] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:12.910545] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:35:12.910589] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 696 tests
[2025-10-13T23:35:12.910623] [INFO ] [CONFIGURE ] ECVT: Testing feature 21/29: add_range_position
[2025-10-13T23:35:12.910685] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_range_position']
[2025-10-13T23:35:13.040795] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:13.170286] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:35:13.300862] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:13.430897] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:13.561116] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:13.698128] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:13.837514] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:13.981724] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:14.130740] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:14.278905] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:14.279092] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:35:14.279141] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 695 tests
[2025-10-13T23:35:14.279201] [INFO ] [CONFIGURE ] ECVT: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:35:14.279260] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_realized_volatility']
[2025-10-13T23:35:14.449813] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:14.611428] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:35:14.773948] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:14.931579] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:15.091393] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:15.254614] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:15.420927] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:15.580282] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:15.738859] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:15.904471] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:15.904670] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:35:15.904735] [INFO ] [CONFIGURE ] JOB ETA: 17.4m | Avg: 1.5s/test | Remaining: 694 tests
[2025-10-13T23:35:15.904777] [INFO ] [CONFIGURE ] ECVT: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:35:15.904810] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_recent_range_context']
[2025-10-13T23:35:16.034369] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:16.164175] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:16.295659] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:16.426737] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:16.565568] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:16.699239] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:16.832065] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:16.991910] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:17.127998] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:17.262058] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:17.262213] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:35:17.262258] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 693 tests
[2025-10-13T23:35:17.262293] [INFO ] [CONFIGURE ] ECVT: Testing feature 24/29: add_rsi
[2025-10-13T23:35:17.262327] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_ema', 'add_rsi']
[2025-10-13T23:35:17.411595] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:17.560260] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:17.710933] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:17.857891] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:18.007003] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:18.154207] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:18.305101] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:18.468029] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:18.631220] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:18.790127] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:18.790357] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:35:18.790409] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 692 tests
[2025-10-13T23:35:18.790550] [INFO ] [CONFIGURE ] ECVT: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:35:18.790605] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_tick_distribution']
[2025-10-13T23:35:18.927481] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:19.047231] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:19.167483] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:19.290274] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:19.412853] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:19.534259] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:19.655993] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:19.778809] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:19.902171] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:20.025091] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:20.025313] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:35:20.025364] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 691 tests
[2025-10-13T23:35:20.025399] [INFO ] [CONFIGURE ] ECVT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:35:20.025433] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_volume_momentum_confirmation']
[2025-10-13T23:35:20.151808] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:20.277715] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:20.415226] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:20.538666] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:20.661141] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:20.785281] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:20.909468] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:35:21.033839] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:21.158790] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:21.283393] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:21.283555] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:35:21.283692] [INFO ] [CONFIGURE ] JOB ETA: 17.3m | Avg: 1.5s/test | Remaining: 690 tests
[2025-10-13T23:35:21.283744] [INFO ] [CONFIGURE ] ECVT: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:35:21.283777] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_volume_price_divergence']
[2025-10-13T23:35:21.412938] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:35:21.545304] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:21.676705] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:35:21.834624] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:21.969762] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:22.112388] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:35:22.248340] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:22.395414] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:22.529515] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:22.669925] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:22.670117] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_volume_price_divergence (score: 30.00%)
[2025-10-13T23:35:22.670164] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 689 tests
[2025-10-13T23:35:22.670204] [INFO ] [CONFIGURE ] ECVT: Testing feature 28/29: add_volume_profile
[2025-10-13T23:35:22.670239] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_volume_profile']
[2025-10-13T23:35:22.798672] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:22.921153] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:23.043719] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:23.165853] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:35:23.287189] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:23.415247] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:23.560429] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:23.693297] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:23.818139] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:23.942824] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:35:23.942985] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:35:23.943028] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 688 tests
[2025-10-13T23:35:23.943062] [INFO ] [CONFIGURE ] ECVT: Testing feature 29/29: add_vwap
[2025-10-13T23:35:23.943094] [INFO ] [CONFIGURE ] ECVT: Testing with features: ['add_obv_interval', 'add_vwap']
[2025-10-13T23:35:24.091597] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:35:24.234559] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:35:24.381220] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:35:24.529037] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:35:24.688412] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:24.875720] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:35:25.059736] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:35:25.249266] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:25.422008] [DEBUG] [FORECASTER] ECVT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:25.549797] [DEBUG] [FORECASTER] ECVT: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:35:25.549954] [INFO ] [CONFIGURE ] ECVT: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:35:25.549999] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 687 tests
[2025-10-13T23:35:25.550035] [INFO ] [CONFIGURE ] ECVT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:35:25.550066] [INFO ] [CONFIGURE ] ECVT: Best accuracy: 70.00%
[2025-10-13T23:35:25.550097] [INFO ] [CONFIGURE ] ECVT: Best feature set (1 features): ['add_obv_interval']
[2025-10-13T23:35:25.550180] [INFO ] [CONFIGURE ] ECVT: Improvement over baseline: 10.00%
[2025-10-13T23:35:25.550230] [INFO ] [CONFIGURE ] ECVT: Total time: 39.1 seconds
[2025-10-13T23:35:25.550261] [INFO ] [CONFIGURE ] ECVT: Average time per feature: 1.3 seconds
[2025-10-13T23:35:25.550290] [INFO ] [CONFIGURE ] ECVT: Average speed: 0.74 features/sec
[2025-10-13T23:35:25.550877] [INFO ] [LOCAL     ] Saved configuration for ECVT: 1 features, 70.00% accuracy -> ./output/feature-sets/ECVT.json
[2025-10-13T23:35:25.550932] [INFO ] [CONFIGURE ] ECVT: Configuration saved successfully: 1 features, 70.00% accuracy.
[2025-10-13T23:35:25.551001] [INFO ] [sig       ] [68/91] Successfully configured ECVT | 0.02 sym/s | Total: 50.1m | ETA: 17.0m
[2025-10-13T23:35:25.551069] [INFO ] [sig       ] [69/91] Configuring EFT...
[2025-10-13T23:35:25.551125] [INFO ] [CONFIGURE ] EFT: Configurate test run.
[2025-10-13T23:35:25.551185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFT' from 'https://tdm.silogroup.org/data/derivative_storage/EFT.csv'.
[2025-10-13T23:35:25.562740] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFT'.
[2025-10-13T23:35:25.563052] [INFO ] [CONFIGURE ] EFT: Testing with 29 available features
[2025-10-13T23:35:25.563108] [INFO ] [CONFIGURE ] EFT: Establishing baseline with no features...
[2025-10-13T23:35:25.661252] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:25.758788] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:25.856763] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:25.954813] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:26.054411] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:26.154503] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:26.253485] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:26.353967] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:26.489398] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:26.596359] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:26.596536] [INFO ] [CONFIGURE ] EFT: Baseline score (no features): 40.00%
[2025-10-13T23:35:26.596586] [INFO ] [CONFIGURE ] EFT: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:35:26.596620] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:35:26.711457] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:26.823528] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:26.942576] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:27.067542] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:27.195344] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:27.316703] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:27.433568] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:27.569242] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:27.708257] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:27.841552] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:27.841768] [INFO ] [CONFIGURE ] EFT: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T23:35:27.841845] [INFO ] [CONFIGURE ] JOB ETA: 17.2m | Avg: 1.5s/test | Remaining: 686 tests
[2025-10-13T23:35:27.841886] [INFO ] [CONFIGURE ] EFT: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:35:27.841920] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:35:27.999025] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:28.133639] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:28.263046] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:28.394837] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:28.527985] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:28.660823] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:28.793230] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:28.925298] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:29.065278] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:29.200947] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:29.201095] [INFO ] [CONFIGURE ] EFT: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:35:29.201141] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 685 tests
[2025-10-13T23:35:29.201179] [INFO ] [CONFIGURE ] EFT: Testing feature 3/29: add_daily_returns
[2025-10-13T23:35:29.201214] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:35:29.332102] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:35:29.449801] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:29.569293] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:29.687623] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:29.806592] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:29.925612] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:30.045218] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:30.166117] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:30.286913] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:30.418398] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:30.418566] [INFO ] [CONFIGURE ] EFT: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-13T23:35:30.418623] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 684 tests
[2025-10-13T23:35:30.418694] [INFO ] [CONFIGURE ] EFT: Testing feature 4/29: add_ema
[2025-10-13T23:35:30.418741] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:35:30.556728] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:30.695238] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:30.835346] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:30.974429] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:31.115135] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:31.254429] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:31.394871] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:31.535516] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:31.674303] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:31.815166] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:31.815359] [INFO ] [CONFIGURE ] EFT: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:35:31.815405] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 683 tests
[2025-10-13T23:35:31.815444] [INFO ] [CONFIGURE ] EFT: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:35:31.815477] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:35:31.957891] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:32.100526] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:32.243758] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:32.395127] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:32.545857] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:32.699800] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:32.851384] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:33.014668] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:33.166539] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:33.317395] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:33.317620] [INFO ] [CONFIGURE ] EFT: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:35:33.317708] [INFO ] [CONFIGURE ] JOB ETA: 17.1m | Avg: 1.5s/test | Remaining: 682 tests
[2025-10-13T23:35:33.317756] [INFO ] [CONFIGURE ] EFT: Testing feature 6/29: add_failed_moves
[2025-10-13T23:35:33.317791] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:35:33.441081] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:33.561103] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:33.681430] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:33.804380] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:33.928417] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:34.053532] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:34.177874] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:34.301230] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:34.427050] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:34.553828] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:34.553973] [INFO ] [CONFIGURE ] EFT: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:35:34.554017] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 681 tests
[2025-10-13T23:35:34.554052] [INFO ] [CONFIGURE ] EFT: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:35:34.554083] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:35:34.667180] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:34.782075] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:34.897985] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:35.012035] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:35.129219] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:35.246943] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:35.390447] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:35.505821] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:35.623096] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:35.739271] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:35.739412] [INFO ] [CONFIGURE ] EFT: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:35:35.739454] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 680 tests
[2025-10-13T23:35:35.739488] [INFO ] [CONFIGURE ] EFT: Testing feature 8/29: add_macd
[2025-10-13T23:35:35.739520] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:35:35.890786] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:36.042799] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:36.196951] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:36.350110] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:35:36.503252] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:36.656836] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:36.813329] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:35:36.973620] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:37.130058] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:37.289627] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:37.289877] [INFO ] [CONFIGURE ] EFT: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:35:37.289927] [INFO ] [CONFIGURE ] JOB ETA: 17.0m | Avg: 1.5s/test | Remaining: 679 tests
[2025-10-13T23:35:37.289968] [INFO ] [CONFIGURE ] EFT: Testing feature 9/29: add_mfi
[2025-10-13T23:35:37.290002] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:35:37.421201] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:37.556852] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:37.689682] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:37.823130] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:37.957141] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:38.095147] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:38.231727] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:38.369550] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:38.505793] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:38.641219] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:38.641454] [INFO ] [CONFIGURE ] EFT: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:35:38.641501] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 678 tests
[2025-10-13T23:35:38.641540] [INFO ] [CONFIGURE ] EFT: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:35:38.641573] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:35:38.789419] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:38.936319] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:39.085578] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:39.234315] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:39.385300] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:39.532685] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:39.678749] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:39.826359] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:39.974409] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:40.128039] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:40.128241] [INFO ] [CONFIGURE ] EFT: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:35:40.128286] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 677 tests
[2025-10-13T23:35:40.128324] [INFO ] [CONFIGURE ] EFT: Testing feature 11/29: add_obv_daily
[2025-10-13T23:35:40.128357] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:35:40.250750] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:40.369849] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:40.490901] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:40.610270] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:40.730748] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:40.852931] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:40.975333] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:41.097433] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:41.222122] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:41.346636] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:41.346825] [INFO ] [CONFIGURE ] EFT: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:35:41.346871] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 676 tests
[2025-10-13T23:35:41.346906] [INFO ] [CONFIGURE ] EFT: Testing feature 12/29: add_obv_interval
[2025-10-13T23:35:41.346937] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:35:41.464524] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:41.581936] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:41.699822] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:41.821379] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:41.943563] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:42.064426] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:42.186019] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:42.313868] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:42.434963] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:42.560068] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:42.560227] [INFO ] [CONFIGURE ] EFT: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:35:42.560272] [INFO ] [CONFIGURE ] JOB ETA: 16.9m | Avg: 1.5s/test | Remaining: 675 tests
[2025-10-13T23:35:42.560308] [INFO ] [CONFIGURE ] EFT: Testing feature 13/29: add_opening_strength
[2025-10-13T23:35:42.560339] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:35:42.687052] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:42.815055] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:42.942355] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:43.069486] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:43.197817] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:43.328242] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:43.459338] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:43.589377] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:43.718541] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:43.854586] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:43.855048] [INFO ] [CONFIGURE ] EFT: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:35:43.855120] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 674 tests
[2025-10-13T23:35:43.855164] [INFO ] [CONFIGURE ] EFT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:35:43.855197] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:35:43.990104] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:44.122208] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:44.257051] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:44.393847] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:44.528876] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:44.663498] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:44.796746] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:35:44.936130] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:45.070628] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:45.205103] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:45.205273] [INFO ] [CONFIGURE ] EFT: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:35:45.205365] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 673 tests
[2025-10-13T23:35:45.205420] [INFO ] [CONFIGURE ] EFT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:35:45.205454] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:35:45.318218] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:45.444831] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:45.566990] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:45.693281] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:45.815166] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:45.936918] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:46.058062] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:46.180948] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:35:46.305332] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:46.429792] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:46.429996] [INFO ] [CONFIGURE ] EFT: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-13T23:35:46.430043] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 672 tests
[2025-10-13T23:35:46.430079] [INFO ] [CONFIGURE ] EFT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:35:46.430112] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:35:46.560504] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:46.693607] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:46.822782] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:46.954733] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:47.090233] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:47.220226] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:47.350686] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:47.519392] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:47.657891] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:35:47.795865] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:47.796050] [INFO ] [CONFIGURE ] EFT: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:35:47.796098] [INFO ] [CONFIGURE ] JOB ETA: 16.8m | Avg: 1.5s/test | Remaining: 671 tests
[2025-10-13T23:35:47.796134] [INFO ] [CONFIGURE ] EFT: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:35:47.796166] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:35:47.933126] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:48.073278] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:48.210024] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:48.343441] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:48.478359] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:48.619238] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:48.756979] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:48.897537] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:49.034295] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:49.170660] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:49.170810] [INFO ] [CONFIGURE ] EFT: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:35:49.170854] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 670 tests
[2025-10-13T23:35:49.170888] [INFO ] [CONFIGURE ] EFT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:35:49.170918] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:35:49.290204] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:35:49.410772] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:35:49.531561] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:49.662755] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:35:49.788491] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:35:49.914149] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:50.041184] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:50.166363] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:50.293156] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:50.418491] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:50.418660] [INFO ] [CONFIGURE ] EFT: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:35:50.418723] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 669 tests
[2025-10-13T23:35:50.418760] [INFO ] [CONFIGURE ] EFT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:35:50.418791] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:35:50.550497] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:50.674597] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:50.799451] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:50.924338] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:51.048638] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:51.171129] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:51.291697] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:51.417356] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:51.542145] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:51.668126] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:51.668281] [INFO ] [CONFIGURE ] EFT: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:35:51.668325] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 668 tests
[2025-10-13T23:35:51.668359] [INFO ] [CONFIGURE ] EFT: Testing feature 20/29: add_price_rejection
[2025-10-13T23:35:51.668392] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:35:51.799843] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:51.930858] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:52.062147] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:52.193518] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:52.328155] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:52.460817] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:52.594122] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:52.728572] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:52.863122] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:52.992530] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:52.992751] [INFO ] [CONFIGURE ] EFT: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:35:52.992814] [INFO ] [CONFIGURE ] JOB ETA: 16.7m | Avg: 1.5s/test | Remaining: 667 tests
[2025-10-13T23:35:52.992852] [INFO ] [CONFIGURE ] EFT: Testing feature 21/29: add_range_position
[2025-10-13T23:35:52.992883] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:35:53.128174] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:53.263273] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:53.397895] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:53.563545] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:53.703090] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:53.843856] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:53.982084] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:54.120038] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:54.258043] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:54.397870] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:54.398093] [INFO ] [CONFIGURE ] EFT: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:35:54.398151] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 666 tests
[2025-10-13T23:35:54.398304] [INFO ] [CONFIGURE ] EFT: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:35:54.398355] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:35:54.547152] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:54.697839] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:54.862139] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:55.043862] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:35:55.220949] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:55.390713] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:55.560153] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:55.729860] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:55.904188] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:56.076427] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:56.076617] [INFO ] [CONFIGURE ] EFT: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:35:56.076700] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 665 tests
[2025-10-13T23:35:56.076754] [INFO ] [CONFIGURE ] EFT: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:35:56.076790] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:35:56.210223] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:56.343452] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:56.477524] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:56.626832] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:35:56.762977] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:56.901278] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:57.036842] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:57.176384] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:57.321890] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:57.461518] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:57.461769] [INFO ] [CONFIGURE ] EFT: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:35:57.461834] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 664 tests
[2025-10-13T23:35:57.461873] [INFO ] [CONFIGURE ] EFT: Testing feature 24/29: add_rsi
[2025-10-13T23:35:57.461907] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:35:57.616931] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:57.770229] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:57.927092] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:35:58.086376] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:58.244895] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:58.404259] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:35:58.565522] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:35:58.725616] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:35:58.886469] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:35:59.048861] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:35:59.049074] [INFO ] [CONFIGURE ] EFT: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:35:59.049122] [INFO ] [CONFIGURE ] JOB ETA: 16.6m | Avg: 1.5s/test | Remaining: 663 tests
[2025-10-13T23:35:59.049160] [INFO ] [CONFIGURE ] EFT: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:35:59.049191] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:35:59.185429] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:35:59.320769] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:35:59.455995] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:35:59.620475] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:35:59.763018] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:35:59.900144] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:36:00.035036] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:00.169018] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:00.303018] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:00.441766] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:36:00.441938] [INFO ] [CONFIGURE ] EFT: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:36:00.442001] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 662 tests
[2025-10-13T23:36:00.442061] [INFO ] [CONFIGURE ] EFT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:36:00.442098] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:36:00.574878] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:00.708808] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:36:00.841688] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:36:00.973719] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:36:01.108301] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:01.246344] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:36:01.386617] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:01.532665] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:01.677315] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:01.817307] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:36:01.817725] [INFO ] [CONFIGURE ] EFT: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:36:01.817785] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 661 tests
[2025-10-13T23:36:01.817825] [INFO ] [CONFIGURE ] EFT: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:36:01.817858] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:36:01.955786] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:02.092150] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:36:02.230767] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:02.381616] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:36:02.523149] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:02.698490] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:36:02.848602] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:02.998211] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:03.144713] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:03.288377] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:36:03.288604] [INFO ] [CONFIGURE ] EFT: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:36:03.288682] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 660 tests
[2025-10-13T23:36:03.288740] [INFO ] [CONFIGURE ] EFT: Testing feature 28/29: add_volume_profile
[2025-10-13T23:36:03.288775] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:36:03.420544] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:03.553146] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:36:03.685971] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:03.826285] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:36:03.962609] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:04.101489] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:36:04.238592] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:04.371457] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:04.497379] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:04.627763] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:36:04.627952] [INFO ] [CONFIGURE ] EFT: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:36:04.627998] [INFO ] [CONFIGURE ] JOB ETA: 16.5m | Avg: 1.5s/test | Remaining: 659 tests
[2025-10-13T23:36:04.628036] [INFO ] [CONFIGURE ] EFT: Testing feature 29/29: add_vwap
[2025-10-13T23:36:04.628072] [INFO ] [CONFIGURE ] EFT: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:36:04.768868] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:04.913325] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:36:05.047423] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:05.183355] [DEBUG] [FORECASTER] EFT: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:36:05.319831] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:05.465447] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:36:05.609489] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:05.751815] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:05.895338] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.040749] [DEBUG] [FORECASTER] EFT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.040922] [INFO ] [CONFIGURE ] EFT: DISCARDED add_vwap (score: 30.00%)
[2025-10-13T23:36:06.040967] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 658 tests
[2025-10-13T23:36:06.041003] [INFO ] [CONFIGURE ] EFT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:36:06.041091] [INFO ] [CONFIGURE ] EFT: Best accuracy: 60.00%
[2025-10-13T23:36:06.041133] [INFO ] [CONFIGURE ] EFT: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:36:06.041163] [INFO ] [CONFIGURE ] EFT: Improvement over baseline: 20.00%
[2025-10-13T23:36:06.041191] [INFO ] [CONFIGURE ] EFT: Total time: 39.4 seconds
[2025-10-13T23:36:06.041219] [INFO ] [CONFIGURE ] EFT: Average time per feature: 1.4 seconds
[2025-10-13T23:36:06.041248] [INFO ] [CONFIGURE ] EFT: Average speed: 0.74 features/sec
[2025-10-13T23:36:06.041981] [INFO ] [LOCAL     ] Saved configuration for EFT: 1 features, 60.00% accuracy -> ./output/feature-sets/EFT.json
[2025-10-13T23:36:06.042047] [INFO ] [CONFIGURE ] EFT: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-13T23:36:06.042087] [INFO ] [sig       ] [69/91] Successfully configured EFT | 0.02 sym/s | Total: 50.8m | ETA: 16.2m
[2025-10-13T23:36:06.042118] [INFO ] [sig       ] [70/91] Configuring ELME...
[2025-10-13T23:36:06.042147] [INFO ] [CONFIGURE ] ELME: Configurate test run.
[2025-10-13T23:36:06.042204] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELME' from 'https://tdm.silogroup.org/data/derivative_storage/ELME.csv'.
[2025-10-13T23:36:06.053167] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELME'.
[2025-10-13T23:36:06.053474] [INFO ] [CONFIGURE ] ELME: Testing with 29 available features
[2025-10-13T23:36:06.053531] [INFO ] [CONFIGURE ] ELME: Establishing baseline with no features...
[2025-10-13T23:36:06.165679] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:06.279986] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:06.389545] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:06.508747] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.630261] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.740081] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.851012] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:06.972908] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:07.099740] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:07.213196] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:07.213378] [INFO ] [CONFIGURE ] ELME: Baseline score (no features): 50.00%
[2025-10-13T23:36:07.213441] [INFO ] [CONFIGURE ] ELME: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:36:07.213478] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:36:07.336531] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:07.471309] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:07.598151] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:07.727281] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:07.845700] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:07.965282] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:08.087944] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:08.216949] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:08.348904] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:08.480139] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:08.480311] [INFO ] [CONFIGURE ] ELME: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:36:08.480402] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 657 tests
[2025-10-13T23:36:08.480463] [INFO ] [CONFIGURE ] ELME: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:36:08.480500] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:36:08.617863] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:08.779382] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:08.909237] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:09.036800] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:09.165070] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:09.295214] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:09.425311] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:09.566092] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:09.719127] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:09.857074] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:09.857276] [INFO ] [CONFIGURE ] ELME: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:36:09.857324] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 656 tests
[2025-10-13T23:36:09.857362] [INFO ] [CONFIGURE ] ELME: Testing feature 3/29: add_daily_returns
[2025-10-13T23:36:09.857401] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_daily_returns']
[2025-10-13T23:36:09.974570] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:10.091343] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:10.209371] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:10.331933] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:10.451573] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:10.574551] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:10.696782] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:10.817983] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:10.945554] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:11.085235] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:11.085427] [INFO ] [CONFIGURE ] ELME: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:36:11.085495] [INFO ] [CONFIGURE ] JOB ETA: 16.4m | Avg: 1.5s/test | Remaining: 655 tests
[2025-10-13T23:36:11.085554] [INFO ] [CONFIGURE ] ELME: Testing feature 4/29: add_ema
[2025-10-13T23:36:11.085664] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_ema']
[2025-10-13T23:36:11.236020] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:11.381332] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:11.530729] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:11.685838] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:11.817809] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:11.949977] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:12.080221] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:12.215076] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:12.346112] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:12.481323] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:12.481530] [INFO ] [CONFIGURE ] ELME: DISCARDED add_ema (score: 30.00%)
[2025-10-13T23:36:12.481577] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 654 tests
[2025-10-13T23:36:12.481614] [INFO ] [CONFIGURE ] ELME: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:36:12.481672] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:36:12.617902] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:12.753606] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:12.891100] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:13.029586] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:13.168713] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:13.305892] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:13.443770] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:13.583739] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:13.727506] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:13.868197] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:13.868385] [INFO ] [CONFIGURE ] ELME: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:36:13.868433] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 653 tests
[2025-10-13T23:36:13.868473] [INFO ] [CONFIGURE ] ELME: Testing feature 6/29: add_failed_moves
[2025-10-13T23:36:13.868511] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_failed_moves']
[2025-10-13T23:36:13.985434] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:14.101385] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:14.218808] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:14.338959] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:14.456394] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:14.574920] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:14.694210] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:14.842195] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:14.969239] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:15.090191] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:15.090352] [INFO ] [CONFIGURE ] ELME: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:36:15.090395] [INFO ] [CONFIGURE ] JOB ETA: 16.3m | Avg: 1.5s/test | Remaining: 652 tests
[2025-10-13T23:36:15.090429] [INFO ] [CONFIGURE ] ELME: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:36:15.090459] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_lag_shelf']
[2025-10-13T23:36:15.197905] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:15.320274] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:15.444064] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:15.572602] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:15.697979] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:15.824944] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:15.946217] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:16.070376] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:16.206399] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:16.335414] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:16.335583] [INFO ] [CONFIGURE ] ELME: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:36:16.335633] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 651 tests
[2025-10-13T23:36:16.335710] [INFO ] [CONFIGURE ] ELME: Testing feature 8/29: add_macd
[2025-10-13T23:36:16.335753] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:36:16.493913] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:16.643298] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:16.806367] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:16.991190] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:17.205360] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:17.423334] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:17.634156] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:17.818423] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:18.006224] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:18.228585] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:18.229037] [INFO ] [CONFIGURE ] ELME: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:36:18.229168] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 650 tests
[2025-10-13T23:36:18.229247] [INFO ] [CONFIGURE ] ELME: Testing feature 9/29: add_mfi
[2025-10-13T23:36:18.229303] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_mfi']
[2025-10-13T23:36:18.370887] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:18.505774] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:18.669265] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:18.793617] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:18.909559] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:19.025997] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:19.162962] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:19.295560] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:19.419083] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:19.545204] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:19.545387] [INFO ] [CONFIGURE ] ELME: DISCARDED add_mfi (score: 40.00%)
[2025-10-13T23:36:19.545430] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 649 tests
[2025-10-13T23:36:19.545467] [INFO ] [CONFIGURE ] ELME: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:36:19.545501] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:36:19.678340] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:19.809463] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:19.946818] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:20.085028] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:20.221637] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:20.363955] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:20.509382] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:20.646576] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:20.789371] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:20.937543] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:20.937765] [INFO ] [CONFIGURE ] ELME: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:36:20.937817] [INFO ] [CONFIGURE ] JOB ETA: 16.2m | Avg: 1.5s/test | Remaining: 648 tests
[2025-10-13T23:36:20.937854] [INFO ] [CONFIGURE ] ELME: Testing feature 11/29: add_obv_daily
[2025-10-13T23:36:20.937886] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_obv_daily']
[2025-10-13T23:36:21.051766] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:21.165286] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:36:21.278530] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:36:21.397110] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:21.510511] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:21.629462] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:21.746977] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:21.862431] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:21.981351] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:22.098969] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:22.099118] [INFO ] [CONFIGURE ] ELME: DISCARDED add_obv_daily (score: 10.00%)
[2025-10-13T23:36:22.099161] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 647 tests
[2025-10-13T23:36:22.099195] [INFO ] [CONFIGURE ] ELME: Testing feature 12/29: add_obv_interval
[2025-10-13T23:36:22.099226] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_obv_interval']
[2025-10-13T23:36:22.212330] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:22.326404] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:22.437760] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:22.550010] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:22.665756] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:22.774457] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:22.886732] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:22.997805] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:23.109747] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:23.223184] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:23.223337] [INFO ] [CONFIGURE ] ELME: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:36:23.223381] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 646 tests
[2025-10-13T23:36:23.223416] [INFO ] [CONFIGURE ] ELME: Testing feature 13/29: add_opening_strength
[2025-10-13T23:36:23.223448] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:36:23.340716] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:23.459967] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:23.578784] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:23.696496] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:23.813894] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:23.948185] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:24.071026] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:24.199153] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:24.324825] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:24.453782] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:24.453957] [INFO ] [CONFIGURE ] ELME: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:36:24.454002] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 645 tests
[2025-10-13T23:36:24.454039] [INFO ] [CONFIGURE ] ELME: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:36:24.454070] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:36:24.577673] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:24.702620] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:24.830754] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:24.958165] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:25.081586] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:25.207413] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:25.335798] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:25.460929] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:25.588083] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:25.715428] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:25.715568] [INFO ] [CONFIGURE ] ELME: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:36:25.715612] [INFO ] [CONFIGURE ] JOB ETA: 16.1m | Avg: 1.5s/test | Remaining: 644 tests
[2025-10-13T23:36:25.715681] [INFO ] [CONFIGURE ] ELME: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:36:25.715730] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:36:25.821282] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:25.926128] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:26.028414] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:26.130806] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:26.233197] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:26.334877] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:26.438104] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:26.541309] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:26.645706] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:26.751181] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:26.751335] [INFO ] [CONFIGURE ] ELME: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:36:26.751377] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 643 tests
[2025-10-13T23:36:26.751411] [INFO ] [CONFIGURE ] ELME: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:36:26.751441] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_overnight_gap']
[2025-10-13T23:36:26.860151] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:26.970663] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:27.080357] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:27.189688] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:27.300101] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:27.431252] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:27.571639] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:27.710970] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:27.849047] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:27.968896] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:27.969078] [INFO ] [CONFIGURE ] ELME: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:36:27.969122] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 642 tests
[2025-10-13T23:36:27.969157] [INFO ] [CONFIGURE ] ELME: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:36:27.969189] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_return_2d']
[2025-10-13T23:36:28.089262] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:28.213161] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:28.341346] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:28.469799] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:28.599389] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:28.726705] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:28.854611] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:28.982997] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:29.105958] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:29.236017] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:29.236179] [INFO ] [CONFIGURE ] ELME: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:36:29.236247] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 641 tests
[2025-10-13T23:36:29.236283] [INFO ] [CONFIGURE ] ELME: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:36:29.236313] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_volatility_5d']
[2025-10-13T23:36:29.343071] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:29.461283] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:29.565285] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:29.668737] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:29.774094] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:29.881885] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:30.001182] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:30.109258] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:30.218589] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:30.332443] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:30.332606] [INFO ] [CONFIGURE ] ELME: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:36:30.332675] [INFO ] [CONFIGURE ] JOB ETA: 16.0m | Avg: 1.5s/test | Remaining: 640 tests
[2025-10-13T23:36:30.332731] [INFO ] [CONFIGURE ] ELME: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:36:30.332765] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_pbf_vs_sma_5']
[2025-10-13T23:36:30.438755] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:30.552247] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:30.669549] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:30.780394] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:30.892495] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:31.004771] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:31.117046] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:31.230123] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:31.343267] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:31.456216] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:31.456388] [INFO ] [CONFIGURE ] ELME: DISCARDED add_pbf_vs_sma_5 (score: 40.00%)
[2025-10-13T23:36:31.456431] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 639 tests
[2025-10-13T23:36:31.456468] [INFO ] [CONFIGURE ] ELME: Testing feature 20/29: add_price_rejection
[2025-10-13T23:36:31.456499] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_price_rejection']
[2025-10-13T23:36:31.571269] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:31.687457] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:31.826084] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:31.947888] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:32.067534] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:32.183559] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:32.300960] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:32.421379] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:32.539455] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:32.659250] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:32.659416] [INFO ] [CONFIGURE ] ELME: DISCARDED add_price_rejection (score: 30.00%)
[2025-10-13T23:36:32.659460] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 638 tests
[2025-10-13T23:36:32.659495] [INFO ] [CONFIGURE ] ELME: Testing feature 21/29: add_range_position
[2025-10-13T23:36:32.659525] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_range_position']
[2025-10-13T23:36:32.781419] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:32.904829] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:33.042986] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:33.170464] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:33.297726] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:33.425502] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:33.554096] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:33.687177] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:33.816251] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:33.947165] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:33.947336] [INFO ] [CONFIGURE ] ELME: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:36:33.947382] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 637 tests
[2025-10-13T23:36:33.947417] [INFO ] [CONFIGURE ] ELME: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:36:33.947449] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_realized_volatility']
[2025-10-13T23:36:34.092419] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:34.235267] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:34.379404] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:34.531546] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:34.684840] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:34.828848] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:34.975322] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:35.123489] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:35.277274] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:35.449113] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:35.449363] [INFO ] [CONFIGURE ] ELME: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:36:35.449419] [INFO ] [CONFIGURE ] JOB ETA: 15.9m | Avg: 1.5s/test | Remaining: 636 tests
[2025-10-13T23:36:35.449462] [INFO ] [CONFIGURE ] ELME: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:36:35.449498] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_recent_range_context']
[2025-10-13T23:36:35.574383] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:35.695331] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:35.817208] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:35.939172] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:36.064522] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:36.187814] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:36.316195] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:36.443969] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:36.573975] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:36.696305] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:36.696508] [INFO ] [CONFIGURE ] ELME: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T23:36:36.696555] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 635 tests
[2025-10-13T23:36:36.696594] [INFO ] [CONFIGURE ] ELME: Testing feature 24/29: add_rsi
[2025-10-13T23:36:36.696629] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:36:36.844310] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:36.980792] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:37.117400] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:37.252620] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:37.388345] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:37.527923] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:37.664638] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:37.800937] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:37.936055] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:38.074101] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:38.074265] [INFO ] [CONFIGURE ] ELME: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T23:36:38.074309] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 634 tests
[2025-10-13T23:36:38.074344] [INFO ] [CONFIGURE ] ELME: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:36:38.074377] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_tick_distribution']
[2025-10-13T23:36:38.187244] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:38.301124] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:38.413968] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:38.527809] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:38.642938] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:38.761167] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:38.879139] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:38.991481] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:39.106497] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:39.221145] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:39.221324] [INFO ] [CONFIGURE ] ELME: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:36:39.221367] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 633 tests
[2025-10-13T23:36:39.221403] [INFO ] [CONFIGURE ] ELME: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:36:39.221435] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_volume_momentum_confirmation']
[2025-10-13T23:36:39.361269] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:39.491122] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:39.622894] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:39.754887] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:39.891422] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:40.017730] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:40.142197] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:40.272749] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:40.396989] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:40.514278] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:40.514468] [INFO ] [CONFIGURE ] ELME: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:36:40.514514] [INFO ] [CONFIGURE ] JOB ETA: 15.8m | Avg: 1.5s/test | Remaining: 632 tests
[2025-10-13T23:36:40.514548] [INFO ] [CONFIGURE ] ELME: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:36:40.514579] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_volume_price_divergence']
[2025-10-13T23:36:40.634315] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:40.756303] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:40.877219] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:40.998493] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:41.124373] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:41.247225] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:41.372455] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:41.496896] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:41.621281] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:41.745860] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:41.746026] [INFO ] [CONFIGURE ] ELME: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:36:41.746071] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 631 tests
[2025-10-13T23:36:41.746106] [INFO ] [CONFIGURE ] ELME: Testing feature 28/29: add_volume_profile
[2025-10-13T23:36:41.746138] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_volume_profile']
[2025-10-13T23:36:41.865452] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:41.999835] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:42.115564] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:42.231227] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:42.350928] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:42.469117] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:42.585922] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:42.700259] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:42.815637] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:42.931512] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:36:42.931733] [INFO ] [CONFIGURE ] ELME: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:36:42.931790] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 630 tests
[2025-10-13T23:36:42.931826] [INFO ] [CONFIGURE ] ELME: Testing feature 29/29: add_vwap
[2025-10-13T23:36:42.931858] [INFO ] [CONFIGURE ] ELME: Testing with features: ['add_vwap']
[2025-10-13T23:36:43.048809] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:43.168480] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:43.284659] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:36:43.401542] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:36:43.520777] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:36:43.651578] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:43.778290] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:36:43.903517] [DEBUG] [FORECASTER] ELME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:44.024294] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:44.147064] [DEBUG] [FORECASTER] ELME: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:36:44.147244] [INFO ] [CONFIGURE ] ELME: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:36:44.147288] [INFO ] [CONFIGURE ] JOB ETA: 15.7m | Avg: 1.5s/test | Remaining: 629 tests
[2025-10-13T23:36:44.147325] [INFO ] [CONFIGURE ] ELME: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:36:44.147356] [INFO ] [CONFIGURE ] ELME: Best accuracy: 50.00%
[2025-10-13T23:36:44.147386] [INFO ] [CONFIGURE ] ELME: Best feature set (0 features): []
[2025-10-13T23:36:44.147414] [INFO ] [CONFIGURE ] ELME: Improvement over baseline: 0.00%
[2025-10-13T23:36:44.147440] [INFO ] [CONFIGURE ] ELME: Total time: 36.9 seconds
[2025-10-13T23:36:44.147467] [INFO ] [CONFIGURE ] ELME: Average time per feature: 1.3 seconds
[2025-10-13T23:36:44.147495] [INFO ] [CONFIGURE ] ELME: Average speed: 0.79 features/sec
[2025-10-13T23:36:44.148138] [INFO ] [LOCAL     ] Saved configuration for ELME: 0 features, 50.00% accuracy -> ./output/feature-sets/ELME.json
[2025-10-13T23:36:44.148194] [INFO ] [CONFIGURE ] ELME: Configuration saved successfully: 0 features, 50.00% accuracy.
[2025-10-13T23:36:44.148244] [INFO ] [sig       ] [70/91] Successfully configured ELME | 0.02 sym/s | Total: 51.4m | ETA: 15.4m
[2025-10-13T23:36:44.148313] [INFO ] [sig       ] [71/91] Configuring EME...
[2025-10-13T23:36:44.148367] [INFO ] [CONFIGURE ] EME: Configurate test run.
[2025-10-13T23:36:44.148412] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EME' from 'https://tdm.silogroup.org/data/derivative_storage/EME.csv'.
[2025-10-13T23:36:44.161779] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EME'.
[2025-10-13T23:36:44.162224] [INFO ] [CONFIGURE ] EME: Testing with 29 available features
[2025-10-13T23:36:44.162280] [INFO ] [CONFIGURE ] EME: Establishing baseline with no features...
[2025-10-13T23:36:44.266683] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:44.370956] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:44.474988] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:44.581952] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:44.687951] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:44.793548] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:44.902193] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:45.007315] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:45.134986] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:45.239928] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:45.240095] [INFO ] [CONFIGURE ] EME: Baseline score (no features): 70.00%
[2025-10-13T23:36:45.240139] [INFO ] [CONFIGURE ] EME: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:36:45.240173] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:36:45.358378] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:45.477343] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:36:45.594046] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:45.709879] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:45.826925] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:36:45.942533] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:46.063342] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:46.181895] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:36:46.301327] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:46.422154] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:46.422327] [INFO ] [CONFIGURE ] EME: DISCARDED add_bollinger_bands (score: 20.00%)
[2025-10-13T23:36:46.422372] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 628 tests
[2025-10-13T23:36:46.422409] [INFO ] [CONFIGURE ] EME: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:36:46.422442] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:36:46.545257] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:46.667947] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:46.798020] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:46.921513] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:47.047437] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:47.177490] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:47.309409] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:47.440306] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:47.579869] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:47.732476] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:47.732678] [INFO ] [CONFIGURE ] EME: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:36:47.732739] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 627 tests
[2025-10-13T23:36:47.732777] [INFO ] [CONFIGURE ] EME: Testing feature 3/29: add_daily_returns
[2025-10-13T23:36:47.732847] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_daily_returns']
[2025-10-13T23:36:47.839526] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:47.945464] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:48.050480] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:48.165748] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:48.275751] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:48.384276] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:48.497264] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:48.607464] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:48.716553] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:48.827798] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:48.827970] [INFO ] [CONFIGURE ] EME: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:36:48.828013] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 626 tests
[2025-10-13T23:36:48.828046] [INFO ] [CONFIGURE ] EME: Testing feature 4/29: add_ema
[2025-10-13T23:36:48.828077] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema']
[2025-10-13T23:36:48.949639] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:49.074063] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:49.200749] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:49.328618] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:36:49.453544] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:49.594559] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:49.721942] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:49.849112] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:49.975801] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:50.098673] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:50.098886] [INFO ] [CONFIGURE ] EME: KEPT add_ema (score: 80.00%)
[2025-10-13T23:36:50.098933] [INFO ] [CONFIGURE ] JOB ETA: 15.6m | Avg: 1.5s/test | Remaining: 625 tests
[2025-10-13T23:36:50.098969] [INFO ] [CONFIGURE ] EME: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:36:50.099001] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:36:50.244483] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:50.402084] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:36:50.550664] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:50.698803] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:50.859975] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:51.015025] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:36:51.203449] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:51.363421] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:51.525438] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:51.681020] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:51.681240] [INFO ] [CONFIGURE ] EME: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:36:51.681303] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 624 tests
[2025-10-13T23:36:51.681341] [INFO ] [CONFIGURE ] EME: Testing feature 6/29: add_failed_moves
[2025-10-13T23:36:51.681373] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-13T23:36:51.821720] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:51.955096] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:52.087078] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:52.229126] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:36:52.368291] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:52.508464] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:52.646076] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:52.787437] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:52.926387] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:53.065886] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:53.066053] [INFO ] [CONFIGURE ] EME: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:36:53.066098] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 623 tests
[2025-10-13T23:36:53.066135] [INFO ] [CONFIGURE ] EME: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:36:53.066167] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-13T23:36:53.191229] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:53.316836] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:53.440881] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:53.570744] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:36:53.701524] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:53.828422] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:53.950816] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:54.075808] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:54.235833] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:54.369946] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:54.370146] [INFO ] [CONFIGURE ] EME: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:36:54.370192] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 622 tests
[2025-10-13T23:36:54.370227] [INFO ] [CONFIGURE ] EME: Testing feature 8/29: add_macd
[2025-10-13T23:36:54.370285] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:36:54.532520] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:54.690525] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:36:54.853078] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:55.012630] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:55.176301] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:55.336166] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:55.503164] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:55.670629] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:55.836738] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:56.009510] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:56.009791] [INFO ] [CONFIGURE ] EME: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:36:56.009851] [INFO ] [CONFIGURE ] JOB ETA: 15.5m | Avg: 1.5s/test | Remaining: 621 tests
[2025-10-13T23:36:56.009891] [INFO ] [CONFIGURE ] EME: Testing feature 9/29: add_mfi
[2025-10-13T23:36:56.009925] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_mfi']
[2025-10-13T23:36:56.154509] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:56.298637] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:56.443244] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:36:56.592638] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:36:56.736908] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:56.883408] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:57.037178] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:57.210586] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:57.375466] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:36:57.521299] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:57.521499] [INFO ] [CONFIGURE ] EME: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:36:57.521564] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 620 tests
[2025-10-13T23:36:57.521605] [INFO ] [CONFIGURE ] EME: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:36:57.521638] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:36:57.677513] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:36:57.833857] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:57.989457] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:58.157180] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:58.315605] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:58.476562] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:36:58.640124] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:36:58.800662] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:36:58.963339] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:36:59.126035] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:36:59.126216] [INFO ] [CONFIGURE ] EME: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:36:59.126260] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 619 tests
[2025-10-13T23:36:59.126296] [INFO ] [CONFIGURE ] EME: Testing feature 11/29: add_obv_daily
[2025-10-13T23:36:59.126327] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-13T23:36:59.269595] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:36:59.414976] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:36:59.556562] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:36:59.702324] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:36:59.835179] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:36:59.966020] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:00.096264] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:00.238827] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:00.380974] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:00.520768] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:00.520929] [INFO ] [CONFIGURE ] EME: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:37:00.520976] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 618 tests
[2025-10-13T23:37:00.521010] [INFO ] [CONFIGURE ] EME: Testing feature 12/29: add_obv_interval
[2025-10-13T23:37:00.521041] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-13T23:37:00.652559] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:00.778293] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:00.910498] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:01.038215] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:01.165119] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:01.291889] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:01.421542] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:01.551495] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:01.683955] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:01.813389] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:01.813555] [INFO ] [CONFIGURE ] EME: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:37:01.813620] [INFO ] [CONFIGURE ] JOB ETA: 15.4m | Avg: 1.5s/test | Remaining: 617 tests
[2025-10-13T23:37:01.813703] [INFO ] [CONFIGURE ] EME: Testing feature 13/29: add_opening_strength
[2025-10-13T23:37:01.813935] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:37:01.949419] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:02.089974] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:02.227019] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:02.367509] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:02.507120] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:02.647319] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:02.785810] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:02.926191] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:03.071207] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:03.218378] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:03.218548] [INFO ] [CONFIGURE ] EME: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:37:03.218593] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 616 tests
[2025-10-13T23:37:03.218628] [INFO ] [CONFIGURE ] EME: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:37:03.218697] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:37:03.367449] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:37:03.512432] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:03.655233] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:03.799500] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:03.944877] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:04.090272] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:04.237277] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:04.385046] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:04.535878] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:04.683756] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:04.683925] [INFO ] [CONFIGURE ] EME: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:37:04.683969] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 615 tests
[2025-10-13T23:37:04.684005] [INFO ] [CONFIGURE ] EME: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:37:04.684036] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:37:04.812473] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:37:04.940725] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:05.070591] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:05.201462] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:05.336432] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:05.468075] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:05.607965] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:05.740375] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:05.878067] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:06.010976] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:06.011224] [INFO ] [CONFIGURE ] EME: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:37:06.011283] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 614 tests
[2025-10-13T23:37:06.011321] [INFO ] [CONFIGURE ] EME: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:37:06.011354] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:37:06.143773] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:37:06.279258] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:06.415592] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:06.555389] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:06.692089] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:06.830585] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:06.971402] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:07.112981] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:07.251980] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:07.393810] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:07.393972] [INFO ] [CONFIGURE ] EME: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:37:07.394016] [INFO ] [CONFIGURE ] JOB ETA: 15.3m | Avg: 1.5s/test | Remaining: 613 tests
[2025-10-13T23:37:07.394050] [INFO ] [CONFIGURE ] EME: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:37:07.394080] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-13T23:37:07.536245] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:07.677747] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:07.820432] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:07.963232] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:08.105366] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:08.251352] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:08.393290] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:08.530556] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:08.671936] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:08.811209] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:08.811385] [INFO ] [CONFIGURE ] EME: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:37:08.811429] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 612 tests
[2025-10-13T23:37:08.811462] [INFO ] [CONFIGURE ] EME: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:37:08.811493] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:37:08.934074] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:09.058096] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:09.182246] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:09.310462] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:09.447235] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:09.587063] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:09.720354] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:09.865211] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:10.050071] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:10.252791] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:10.253013] [INFO ] [CONFIGURE ] EME: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:37:10.253077] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 611 tests
[2025-10-13T23:37:10.253124] [INFO ] [CONFIGURE ] EME: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:37:10.253168] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:37:10.442490] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:10.613129] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:10.771303] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:10.904573] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:11.033895] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:11.152535] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:11.274958] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:11.396140] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:11.518261] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:11.639112] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:11.639297] [INFO ] [CONFIGURE ] EME: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:37:11.639347] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 610 tests
[2025-10-13T23:37:11.639382] [INFO ] [CONFIGURE ] EME: Testing feature 20/29: add_price_rejection
[2025-10-13T23:37:11.639413] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-13T23:37:11.770180] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:11.902207] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:12.034962] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:12.166373] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:12.297055] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:12.436518] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:12.590961] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:12.728188] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:12.862773] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:13.026003] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:13.026159] [INFO ] [CONFIGURE ] EME: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:37:13.026205] [INFO ] [CONFIGURE ] JOB ETA: 15.2m | Avg: 1.5s/test | Remaining: 609 tests
[2025-10-13T23:37:13.026243] [INFO ] [CONFIGURE ] EME: Testing feature 21/29: add_range_position
[2025-10-13T23:37:13.026276] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_range_position']
[2025-10-13T23:37:13.163668] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:13.302252] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:13.445074] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:13.593369] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:13.744578] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:13.903577] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:14.052466] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:14.195746] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:14.339038] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:14.482116] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:14.482269] [INFO ] [CONFIGURE ] EME: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:37:14.482313] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 608 tests
[2025-10-13T23:37:14.482419] [INFO ] [CONFIGURE ] EME: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:37:14.482459] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-13T23:37:14.636508] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:14.789248] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:14.943149] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:15.104787] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:15.261505] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:15.459135] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:15.617623] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:15.778431] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:15.940505] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:16.103550] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:16.103818] [INFO ] [CONFIGURE ] EME: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:37:16.103871] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 607 tests
[2025-10-13T23:37:16.103908] [INFO ] [CONFIGURE ] EME: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:37:16.103939] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-13T23:37:16.236208] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:16.368557] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:16.504240] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:16.641197] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:16.781020] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:16.919885] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:17.060123] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:17.200519] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:17.347350] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:17.492606] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:17.492814] [INFO ] [CONFIGURE ] EME: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:37:17.492865] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 606 tests
[2025-10-13T23:37:17.492902] [INFO ] [CONFIGURE ] EME: Testing feature 24/29: add_rsi
[2025-10-13T23:37:17.492935] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:37:17.637047] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:17.783632] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:17.928314] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:18.072206] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:18.212374] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:18.357835] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:18.496397] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:18.631175] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:18.774993] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:18.910372] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:18.910558] [INFO ] [CONFIGURE ] EME: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:37:18.910604] [INFO ] [CONFIGURE ] JOB ETA: 15.1m | Avg: 1.5s/test | Remaining: 605 tests
[2025-10-13T23:37:18.910659] [INFO ] [CONFIGURE ] EME: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:37:18.910719] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-13T23:37:19.051113] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:19.183993] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:19.316577] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:19.450162] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:19.582827] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:19.724611] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:19.857267] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:19.991193] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:20.118273] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:20.245045] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:20.245209] [INFO ] [CONFIGURE ] EME: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:37:20.245252] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 604 tests
[2025-10-13T23:37:20.245286] [INFO ] [CONFIGURE ] EME: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:37:20.245317] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-13T23:37:20.378278] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:20.508883] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:37:20.635446] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:20.762219] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:20.889070] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:21.015778] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:21.143133] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:21.275602] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:37:21.407499] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:37:21.546402] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:21.546609] [INFO ] [CONFIGURE ] EME: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:37:21.546688] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 603 tests
[2025-10-13T23:37:21.546740] [INFO ] [CONFIGURE ] EME: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:37:21.546773] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-13T23:37:21.685350] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:21.823869] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:21.962422] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:22.098989] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:22.241105] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:22.381254] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:22.523200] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:22.662669] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:22.802811] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:22.945343] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:22.945548] [INFO ] [CONFIGURE ] EME: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:37:22.945596] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 602 tests
[2025-10-13T23:37:22.945632] [INFO ] [CONFIGURE ] EME: Testing feature 28/29: add_volume_profile
[2025-10-13T23:37:22.945705] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-13T23:37:23.073464] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:23.202576] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:23.330730] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:37:23.458495] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:23.587424] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:23.717193] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:23.848343] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:23.980376] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:24.124214] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:24.262064] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:24.262239] [INFO ] [CONFIGURE ] EME: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:37:24.262310] [INFO ] [CONFIGURE ] JOB ETA: 15.0m | Avg: 1.5s/test | Remaining: 601 tests
[2025-10-13T23:37:24.262348] [INFO ] [CONFIGURE ] EME: Testing feature 29/29: add_vwap
[2025-10-13T23:37:24.262382] [INFO ] [CONFIGURE ] EME: Testing with features: ['add_ema', 'add_vwap']
[2025-10-13T23:37:24.396234] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:37:24.543852] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:37:24.674681] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:37:24.804832] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:24.936199] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:37:25.073339] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:25.207464] [DEBUG] [FORECASTER] EME: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:25.343407] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:37:25.486413] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:25.626767] [DEBUG] [FORECASTER] EME: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:25.626929] [INFO ] [CONFIGURE ] EME: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:37:25.626973] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 600 tests
[2025-10-13T23:37:25.627010] [INFO ] [CONFIGURE ] EME: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:37:25.627041] [INFO ] [CONFIGURE ] EME: Best accuracy: 80.00%
[2025-10-13T23:37:25.627074] [INFO ] [CONFIGURE ] EME: Best feature set (1 features): ['add_ema']
[2025-10-13T23:37:25.627103] [INFO ] [CONFIGURE ] EME: Improvement over baseline: 10.00%
[2025-10-13T23:37:25.627132] [INFO ] [CONFIGURE ] EME: Total time: 40.4 seconds
[2025-10-13T23:37:25.627159] [INFO ] [CONFIGURE ] EME: Average time per feature: 1.4 seconds
[2025-10-13T23:37:25.627188] [INFO ] [CONFIGURE ] EME: Average speed: 0.72 features/sec
[2025-10-13T23:37:25.627812] [INFO ] [LOCAL     ] Saved configuration for EME: 1 features, 80.00% accuracy -> ./output/feature-sets/EME.json
[2025-10-13T23:37:25.627867] [INFO ] [CONFIGURE ] EME: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:37:25.627918] [INFO ] [sig       ] [71/91] Successfully configured EME | 0.02 sym/s | Total: 52.1m | ETA: 14.7m
[2025-10-13T23:37:25.627975] [INFO ] [sig       ] [72/91] Configuring EPD...
[2025-10-13T23:37:25.628006] [INFO ] [CONFIGURE ] EPD: Configurate test run.
[2025-10-13T23:37:25.628065] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPD' from 'https://tdm.silogroup.org/data/derivative_storage/EPD.csv'.
[2025-10-13T23:37:25.640174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPD'.
[2025-10-13T23:37:25.640559] [INFO ] [CONFIGURE ] EPD: Testing with 29 available features
[2025-10-13T23:37:25.640614] [INFO ] [CONFIGURE ] EPD: Establishing baseline with no features...
[2025-10-13T23:37:25.746082] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:25.847692] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:37:25.949464] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:26.052010] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:26.155635] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:26.262487] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:37:26.365858] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:26.471600] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:26.575873] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:26.683670] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:26.683853] [INFO ] [CONFIGURE ] EPD: Baseline score (no features): 50.00%
[2025-10-13T23:37:26.683903] [INFO ] [CONFIGURE ] EPD: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:37:26.683937] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:37:26.797509] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:26.910552] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:27.023784] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:27.140677] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:37:27.261784] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:27.401117] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:27.552142] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:27.679208] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:27.804809] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:27.933011] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:27.933190] [INFO ] [CONFIGURE ] EPD: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:37:27.933236] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 599 tests
[2025-10-13T23:37:27.933273] [INFO ] [CONFIGURE ] EPD: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:37:27.933307] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:37:28.075524] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:28.215048] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:28.348445] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:28.483270] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:28.616302] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:28.754099] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:28.887884] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:29.020884] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:29.164061] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:29.297892] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:29.298083] [INFO ] [CONFIGURE ] EPD: KEPT add_cumulative_delta (score: 80.00%)
[2025-10-13T23:37:29.298128] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 598 tests
[2025-10-13T23:37:29.298163] [INFO ] [CONFIGURE ] EPD: Testing feature 3/29: add_daily_returns
[2025-10-13T23:37:29.298194] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:37:29.436069] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:29.575096] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:29.710087] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:29.876173] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:30.013833] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:30.152043] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:30.291789] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:30.440004] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:30.617920] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:30.764820] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:30.765014] [INFO ] [CONFIGURE ] EPD: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-13T23:37:30.765061] [INFO ] [CONFIGURE ] JOB ETA: 14.9m | Avg: 1.5s/test | Remaining: 597 tests
[2025-10-13T23:37:30.765121] [INFO ] [CONFIGURE ] EPD: Testing feature 4/29: add_ema
[2025-10-13T23:37:30.765180] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T23:37:30.919195] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:31.077923] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:31.234862] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:31.385730] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:31.533566] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:31.685827] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:31.861449] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:32.017476] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:32.171422] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:32.323662] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:32.323859] [INFO ] [CONFIGURE ] EPD: DISCARDED add_ema (score: 80.00%)
[2025-10-13T23:37:32.323905] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 596 tests
[2025-10-13T23:37:32.323942] [INFO ] [CONFIGURE ] EPD: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:37:32.323975] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:37:32.479259] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:32.638107] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:32.795502] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:32.954434] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:33.116844] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:33.281104] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:33.467360] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:33.673792] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:33.857377] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:34.039814] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:34.039995] [INFO ] [CONFIGURE ] EPD: DISCARDED add_exhaustion_signals (score: 80.00%)
[2025-10-13T23:37:34.040106] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 595 tests
[2025-10-13T23:37:34.040163] [INFO ] [CONFIGURE ] EPD: Testing feature 6/29: add_failed_moves
[2025-10-13T23:37:34.040197] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:37:34.193748] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:34.347213] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:34.488711] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:34.627996] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:34.768594] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:34.912428] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:35.054130] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:35.186724] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:35.321176] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:35.462480] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:35.462632] [INFO ] [CONFIGURE ] EPD: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:37:35.462712] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 594 tests
[2025-10-13T23:37:35.462754] [INFO ] [CONFIGURE ] EPD: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:37:35.462785] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:37:35.596584] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:35.735525] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:35.869687] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:36.007745] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:36.151045] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:36.295387] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:36.443720] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:36.597054] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:36.738060] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:36.881880] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:36.882094] [INFO ] [CONFIGURE ] EPD: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:37:36.882157] [INFO ] [CONFIGURE ] JOB ETA: 14.8m | Avg: 1.5s/test | Remaining: 593 tests
[2025-10-13T23:37:36.882195] [INFO ] [CONFIGURE ] EPD: Testing feature 8/29: add_macd
[2025-10-13T23:37:36.882226] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:37:37.077157] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:37.254104] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:37.427624] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:37.602564] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:37.781553] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:37.958017] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:38.133142] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:38.308022] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:38.492959] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:38.732184] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:38.732420] [INFO ] [CONFIGURE ] EPD: DISCARDED add_macd (score: 80.00%)
[2025-10-13T23:37:38.732505] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 592 tests
[2025-10-13T23:37:38.732584] [INFO ] [CONFIGURE ] EPD: Testing feature 9/29: add_mfi
[2025-10-13T23:37:38.732683] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-13T23:37:38.935745] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:39.104944] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:39.256343] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:39.407223] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:39.560264] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:39.733055] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:39.894940] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:40.056454] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:40.214974] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:40.383361] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:40.383585] [INFO ] [CONFIGURE ] EPD: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:37:40.383670] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 591 tests
[2025-10-13T23:37:40.383730] [INFO ] [CONFIGURE ] EPD: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:37:40.383767] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:37:40.559698] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:40.734103] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:40.903182] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:41.079102] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:41.249989] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:41.421226] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:41.592630] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:41.767867] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:41.939211] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:42.114251] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:42.114467] [INFO ] [CONFIGURE ] EPD: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-13T23:37:42.114535] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 590 tests
[2025-10-13T23:37:42.114608] [INFO ] [CONFIGURE ] EPD: Testing feature 11/29: add_obv_daily
[2025-10-13T23:37:42.114690] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:37:42.261494] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:42.412305] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:42.559238] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:42.739371] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:42.889059] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:37:43.044679] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:43.202994] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:37:43.361735] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:43.520963] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:43.695889] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:37:43.696084] [INFO ] [CONFIGURE ] EPD: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:37:43.696140] [INFO ] [CONFIGURE ] JOB ETA: 14.7m | Avg: 1.5s/test | Remaining: 589 tests
[2025-10-13T23:37:43.696179] [INFO ] [CONFIGURE ] EPD: Testing feature 12/29: add_obv_interval
[2025-10-13T23:37:43.696211] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:37:43.861138] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:44.024617] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:44.188218] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:44.360960] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:44.527058] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:44.694729] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:44.859503] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:45.032857] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:45.201555] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:45.379534] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:45.379728] [INFO ] [CONFIGURE ] EPD: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:37:45.379786] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 588 tests
[2025-10-13T23:37:45.379823] [INFO ] [CONFIGURE ] EPD: Testing feature 13/29: add_opening_strength
[2025-10-13T23:37:45.379854] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:37:45.553402] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:45.738922] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:45.916238] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:46.092751] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:46.257355] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:46.423052] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:46.577080] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:46.733763] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:46.889663] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:47.052257] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:47.052572] [INFO ] [CONFIGURE ] EPD: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-13T23:37:47.052636] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 587 tests
[2025-10-13T23:37:47.052714] [INFO ] [CONFIGURE ] EPD: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:37:47.052752] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_order_flow_imbalance']
[2025-10-13T23:37:47.204322] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:47.361832] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:47.519917] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:47.689167] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:47.848511] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:47.999311] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:48.153797] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:48.304617] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:48.454913] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:48.607722] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:48.607872] [INFO ] [CONFIGURE ] EPD: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:37:48.607917] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 586 tests
[2025-10-13T23:37:48.607952] [INFO ] [CONFIGURE ] EPD: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:37:48.607984] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum']
[2025-10-13T23:37:48.743303] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:48.876242] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:49.007404] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:49.140831] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:49.271817] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:49.403861] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:49.536222] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:49.669892] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:49.804575] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:49.938881] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:49.939045] [INFO ] [CONFIGURE ] EPD: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:37:49.939090] [INFO ] [CONFIGURE ] JOB ETA: 14.6m | Avg: 1.5s/test | Remaining: 585 tests
[2025-10-13T23:37:49.939126] [INFO ] [CONFIGURE ] EPD: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:37:49.939158] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_overnight_gap']
[2025-10-13T23:37:50.077164] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:50.215874] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:50.357260] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:50.503115] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:50.649520] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:50.801390] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:50.945415] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:51.095363] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:51.247207] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:51.399610] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:51.399810] [INFO ] [CONFIGURE ] EPD: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:37:51.399871] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 584 tests
[2025-10-13T23:37:51.399911] [INFO ] [CONFIGURE ] EPD: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:37:51.399943] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_return_2d']
[2025-10-13T23:37:51.553787] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:51.703883] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:51.869986] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:52.019546] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:52.168705] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:52.318588] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:52.469171] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:52.623207] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:52.774855] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:52.933577] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:52.933820] [INFO ] [CONFIGURE ] EPD: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:37:52.933871] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 583 tests
[2025-10-13T23:37:52.933910] [INFO ] [CONFIGURE ] EPD: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:37:52.933946] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_volatility_5d']
[2025-10-13T23:37:53.071458] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:53.206760] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:53.342811] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:53.477335] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:53.617795] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:53.765001] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:53.910262] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:54.053329] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:54.198988] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:54.346750] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:54.346957] [INFO ] [CONFIGURE ] EPD: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:37:54.347009] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 582 tests
[2025-10-13T23:37:54.347047] [INFO ] [CONFIGURE ] EPD: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:37:54.347080] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_vs_sma_5']
[2025-10-13T23:37:54.488827] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:54.631241] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:54.784582] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:54.923412] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:55.063782] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:55.207392] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:55.362025] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:55.522329] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:55.676715] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:55.816501] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:55.816699] [INFO ] [CONFIGURE ] EPD: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:37:55.816759] [INFO ] [CONFIGURE ] JOB ETA: 14.5m | Avg: 1.5s/test | Remaining: 581 tests
[2025-10-13T23:37:55.816797] [INFO ] [CONFIGURE ] EPD: Testing feature 20/29: add_price_rejection
[2025-10-13T23:37:55.816829] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_price_rejection']
[2025-10-13T23:37:55.961346] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:56.108821] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:56.254317] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:56.403454] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:56.547094] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:56.700217] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:56.858801] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:57.016601] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:57.174182] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:57.326510] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:57.326693] [INFO ] [CONFIGURE ] EPD: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:37:57.326753] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 580 tests
[2025-10-13T23:37:57.326791] [INFO ] [CONFIGURE ] EPD: Testing feature 21/29: add_range_position
[2025-10-13T23:37:57.326822] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_range_position']
[2025-10-13T23:37:57.485745] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:57.643599] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:57.801234] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:57.960479] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:58.118945] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:37:58.284798] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:37:58.444994] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:37:58.605149] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:37:58.766576] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:37:58.929622] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:37:58.929797] [INFO ] [CONFIGURE ] EPD: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:37:58.929847] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 579 tests
[2025-10-13T23:37:58.929882] [INFO ] [CONFIGURE ] EPD: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:37:58.929913] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_realized_volatility']
[2025-10-13T23:37:59.100861] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:37:59.272155] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:37:59.444783] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:37:59.621496] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:37:59.799027] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:37:59.973079] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:00.152912] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:00.347466] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:00.528850] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:00.711086] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:00.711298] [INFO ] [CONFIGURE ] EPD: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:38:00.711347] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 578 tests
[2025-10-13T23:38:00.711385] [INFO ] [CONFIGURE ] EPD: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:38:00.711418] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_recent_range_context']
[2025-10-13T23:38:00.866093] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:01.021812] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:01.175488] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:01.332502] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:01.497714] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:01.668496] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:01.841552] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:01.993413] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:02.143375] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:02.292883] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:02.293078] [INFO ] [CONFIGURE ] EPD: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:38:02.293124] [INFO ] [CONFIGURE ] JOB ETA: 14.4m | Avg: 1.5s/test | Remaining: 577 tests
[2025-10-13T23:38:02.293159] [INFO ] [CONFIGURE ] EPD: Testing feature 24/29: add_rsi
[2025-10-13T23:38:02.293190] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema', 'add_rsi']
[2025-10-13T23:38:02.457395] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:02.616860] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:02.777402] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:02.938591] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:03.100160] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:03.270398] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:03.435103] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:03.596561] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:03.759014] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:03.957713] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:38:03.957926] [INFO ] [CONFIGURE ] EPD: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:38:03.958097] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 576 tests
[2025-10-13T23:38:03.958142] [INFO ] [CONFIGURE ] EPD: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:38:03.958176] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_tick_distribution']
[2025-10-13T23:38:04.098790] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:04.238295] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:04.378398] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:04.522947] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:04.662898] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:04.810625] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:04.953283] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:05.098389] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:05.242961] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:05.395401] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:05.395572] [INFO ] [CONFIGURE ] EPD: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:38:05.395615] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 575 tests
[2025-10-13T23:38:05.395677] [INFO ] [CONFIGURE ] EPD: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:38:05.395730] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_momentum_confirmation']
[2025-10-13T23:38:05.543710] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:05.701607] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:05.852514] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:06.003313] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:06.154393] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:06.306940] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:06.456914] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:06.608717] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:06.765734] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:06.920132] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:06.920310] [INFO ] [CONFIGURE ] EPD: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:38:06.920360] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 574 tests
[2025-10-13T23:38:06.920396] [INFO ] [CONFIGURE ] EPD: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:38:06.920428] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_price_divergence']
[2025-10-13T23:38:07.093163] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:07.263776] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:07.422624] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:07.590929] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:07.752054] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:07.915587] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:08.073502] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:08.236847] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:08.397955] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:08.559572] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:08.559776] [INFO ] [CONFIGURE ] EPD: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:38:08.559840] [INFO ] [CONFIGURE ] JOB ETA: 14.3m | Avg: 1.5s/test | Remaining: 573 tests
[2025-10-13T23:38:08.559900] [INFO ] [CONFIGURE ] EPD: Testing feature 28/29: add_volume_profile
[2025-10-13T23:38:08.559934] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_volume_profile']
[2025-10-13T23:38:08.701883] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:08.845694] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:08.993306] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:09.149419] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:09.306922] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:09.462842] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:09.622929] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:09.785911] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:09.935639] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:10.094294] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:10.094530] [INFO ] [CONFIGURE ] EPD: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:38:10.094595] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 572 tests
[2025-10-13T23:38:10.094719] [INFO ] [CONFIGURE ] EPD: Testing feature 29/29: add_vwap
[2025-10-13T23:38:10.094773] [INFO ] [CONFIGURE ] EPD: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap']
[2025-10-13T23:38:10.247717] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:10.392538] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:38:10.535860] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:38:10.680003] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:10.831612] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:38:10.980788] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:38:11.137184] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:38:11.289139] [DEBUG] [FORECASTER] EPD: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:11.438330] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:38:11.592369] [DEBUG] [FORECASTER] EPD: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:11.592572] [INFO ] [CONFIGURE ] EPD: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:38:11.592622] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 571 tests
[2025-10-13T23:38:11.592818] [INFO ] [CONFIGURE ] EPD: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:38:11.592864] [INFO ] [CONFIGURE ] EPD: Best accuracy: 80.00%
[2025-10-13T23:38:11.592896] [INFO ] [CONFIGURE ] EPD: Best feature set (2 features): ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:38:11.592925] [INFO ] [CONFIGURE ] EPD: Improvement over baseline: 30.00%
[2025-10-13T23:38:11.592952] [INFO ] [CONFIGURE ] EPD: Total time: 44.9 seconds
[2025-10-13T23:38:11.592979] [INFO ] [CONFIGURE ] EPD: Average time per feature: 1.5 seconds
[2025-10-13T23:38:11.593005] [INFO ] [CONFIGURE ] EPD: Average speed: 0.65 features/sec
[2025-10-13T23:38:11.593735] [INFO ] [LOCAL     ] Saved configuration for EPD: 2 features, 80.00% accuracy -> ./output/feature-sets/EPD.json
[2025-10-13T23:38:11.593789] [INFO ] [CONFIGURE ] EPD: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:38:11.593839] [INFO ] [sig       ] [72/91] Successfully configured EPD | 0.02 sym/s | Total: 52.9m | ETA: 14.0m
[2025-10-13T23:38:11.593907] [INFO ] [sig       ] [73/91] Configuring EQBK...
[2025-10-13T23:38:11.593961] [INFO ] [CONFIGURE ] EQBK: Configurate test run.
[2025-10-13T23:38:11.594021] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQBK' from 'https://tdm.silogroup.org/data/derivative_storage/EQBK.csv'.
[2025-10-13T23:38:11.608131] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQBK'.
[2025-10-13T23:38:11.608622] [INFO ] [CONFIGURE ] EQBK: Testing with 29 available features
[2025-10-13T23:38:11.608707] [INFO ] [CONFIGURE ] EQBK: Establishing baseline with no features...
[2025-10-13T23:38:11.710572] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:11.812755] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:11.915853] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:12.018618] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:38:12.123566] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:12.228389] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:12.333119] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:12.439368] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:12.549434] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:12.655718] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:12.655876] [INFO ] [CONFIGURE ] EQBK: Baseline score (no features): 60.00%
[2025-10-13T23:38:12.655956] [INFO ] [CONFIGURE ] EQBK: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:38:12.656014] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:38:12.770725] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:12.886423] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:13.031215] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:13.148105] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:13.267916] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:13.385396] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:38:13.503181] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:13.621827] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:13.740416] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:13.863828] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:13.864020] [INFO ] [CONFIGURE ] EQBK: KEPT add_bollinger_bands (score: 70.00%)
[2025-10-13T23:38:13.864089] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 570 tests
[2025-10-13T23:38:13.864149] [INFO ] [CONFIGURE ] EQBK: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:38:13.864186] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:38:13.996678] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:14.125523] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:14.254306] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:14.385390] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:38:14.516255] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:14.646092] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:14.776839] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:14.908060] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:15.039711] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:15.175463] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:15.175699] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T23:38:15.175763] [INFO ] [CONFIGURE ] JOB ETA: 14.2m | Avg: 1.5s/test | Remaining: 569 tests
[2025-10-13T23:38:15.175801] [INFO ] [CONFIGURE ] EQBK: Testing feature 3/29: add_daily_returns
[2025-10-13T23:38:15.175832] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:38:15.290607] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:15.419782] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:15.554473] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:15.693825] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:15.833339] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:15.958730] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:16.091266] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:16.215591] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:16.343069] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:16.472843] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:16.473039] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:38:16.473097] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 568 tests
[2025-10-13T23:38:16.473135] [INFO ] [CONFIGURE ] EQBK: Testing feature 4/29: add_ema
[2025-10-13T23:38:16.473165] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:38:16.615987] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:16.765853] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:16.906952] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:17.046547] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:38:17.187170] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:17.327072] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:17.472172] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:17.614557] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:17.758385] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:17.909422] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:17.909696] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:38:17.909758] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 567 tests
[2025-10-13T23:38:17.909799] [INFO ] [CONFIGURE ] EQBK: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:38:17.909832] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:38:18.062242] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:18.223101] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:18.374842] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:18.532181] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:38:18.683154] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:18.839060] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:19.013586] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:19.213239] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:19.410308] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:19.610925] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:19.611151] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:38:19.611297] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 566 tests
[2025-10-13T23:38:19.611370] [INFO ] [CONFIGURE ] EQBK: Testing feature 6/29: add_failed_moves
[2025-10-13T23:38:19.611421] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:38:19.750884] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:19.888202] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:20.015218] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:20.138183] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:20.259839] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:20.391780] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:38:20.513807] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:20.636157] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:20.760939] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:20.885025] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:20.885196] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:38:20.885241] [INFO ] [CONFIGURE ] JOB ETA: 14.1m | Avg: 1.5s/test | Remaining: 565 tests
[2025-10-13T23:38:20.885276] [INFO ] [CONFIGURE ] EQBK: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:38:20.885308] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:38:21.000600] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:21.115770] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:21.229812] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:21.350092] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:21.465266] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:21.580431] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:21.695978] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:21.811179] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:21.933036] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:22.051818] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:22.051961] [INFO ] [CONFIGURE ] EQBK: KEPT add_lag_shelf (score: 80.00%)
[2025-10-13T23:38:22.052006] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 564 tests
[2025-10-13T23:38:22.052040] [INFO ] [CONFIGURE ] EQBK: Testing feature 8/29: add_macd
[2025-10-13T23:38:22.052072] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-13T23:38:22.203156] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:22.355745] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:22.522381] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:22.674925] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:22.827124] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:22.978323] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:23.136177] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:23.290908] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:23.446813] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:23.603930] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:23.604147] [INFO ] [CONFIGURE ] EQBK: KEPT add_macd (score: 100.00%)
[2025-10-13T23:38:23.604194] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 563 tests
[2025-10-13T23:38:23.604231] [INFO ] [CONFIGURE ] EQBK: Testing feature 9/29: add_mfi
[2025-10-13T23:38:23.604264] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T23:38:23.781012] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:23.955877] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:24.126824] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:24.297612] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:24.489905] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:24.687154] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:24.876619] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:25.053727] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:25.228010] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:25.405242] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:25.405424] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_mfi (score: 100.00%)
[2025-10-13T23:38:25.405472] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 562 tests
[2025-10-13T23:38:25.405510] [INFO ] [CONFIGURE ] EQBK: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:38:25.405545] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:38:25.598190] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:25.791236] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:25.991258] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:26.186024] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:26.379008] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:26.567628] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:26.766451] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:26.971904] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:27.176062] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:27.367967] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:27.368188] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_momentum_acceleration (score: 90.00%)
[2025-10-13T23:38:27.368252] [INFO ] [CONFIGURE ] JOB ETA: 14.0m | Avg: 1.5s/test | Remaining: 561 tests
[2025-10-13T23:38:27.368290] [INFO ] [CONFIGURE ] EQBK: Testing feature 11/29: add_obv_daily
[2025-10-13T23:38:27.368341] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-13T23:38:27.529318] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:27.696879] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:27.869158] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:28.061384] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:28.247934] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:28.444289] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:28.608478] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:28.774324] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:28.945136] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:29.114883] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:29.115078] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:38:29.115123] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 560 tests
[2025-10-13T23:38:29.115158] [INFO ] [CONFIGURE ] EQBK: Testing feature 12/29: add_obv_interval
[2025-10-13T23:38:29.115189] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-13T23:38:29.274520] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:38:29.431361] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:38:29.595963] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:29.797452] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:29.970659] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:30.141392] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:38:30.308784] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:30.486513] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:30.666375] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:30.842996] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:30.843169] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:38:30.843215] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 559 tests
[2025-10-13T23:38:30.843251] [INFO ] [CONFIGURE ] EQBK: Testing feature 13/29: add_opening_strength
[2025-10-13T23:38:30.843284] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:38:31.031352] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:31.215322] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:31.393563] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:31.615755] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:31.802397] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:31.991545] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:32.179357] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:32.374323] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:32.565493] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:32.763298] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:32.763526] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_opening_strength (score: 90.00%)
[2025-10-13T23:38:32.763589] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 558 tests
[2025-10-13T23:38:32.763658] [INFO ] [CONFIGURE ] EQBK: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:38:32.763717] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_order_flow_imbalance']
[2025-10-13T23:38:32.968333] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:33.146776] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:33.323891] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:33.500757] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:33.678401] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:33.868969] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:34.061008] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:34.252520] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:34.434520] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:34.640894] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:34.641105] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:38:34.641155] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 557 tests
[2025-10-13T23:38:34.641190] [INFO ] [CONFIGURE ] EQBK: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:38:34.641222] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_morning_momentum']
[2025-10-13T23:38:34.799145] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:34.959125] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:35.124905] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:35.285834] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:38:35.449677] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:35.614018] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:35.778533] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:35.942261] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:36.107060] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:36.271079] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:36.271292] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:38:36.271343] [INFO ] [CONFIGURE ] JOB ETA: 13.9m | Avg: 1.5s/test | Remaining: 556 tests
[2025-10-13T23:38:36.271379] [INFO ] [CONFIGURE ] EQBK: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:38:36.271433] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_overnight_gap']
[2025-10-13T23:38:36.439593] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:36.609568] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:36.779066] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:36.947960] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:37.120712] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:37.290509] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:37.456372] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:37.658110] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:37.842324] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:38.025797] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:38.025980] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_pbf_overnight_gap (score: 80.00%)
[2025-10-13T23:38:38.026025] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 555 tests
[2025-10-13T23:38:38.026059] [INFO ] [CONFIGURE ] EQBK: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:38:38.026093] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_return_2d']
[2025-10-13T23:38:38.203791] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:38.379981] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:38.553822] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:38.749988] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:38.933579] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:39.112333] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:39.288262] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:39.463670] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:39.638722] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:39.815787] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:39.815993] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:38:39.816043] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 554 tests
[2025-10-13T23:38:39.816141] [INFO ] [CONFIGURE ] EQBK: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:38:39.816182] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_volatility_5d']
[2025-10-13T23:38:39.978702] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:40.144012] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:40.313394] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:40.554929] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:40.715236] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:40.876003] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:41.045727] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:41.204584] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:41.364309] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:41.527795] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:41.527949] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-13T23:38:41.527993] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 553 tests
[2025-10-13T23:38:41.528030] [INFO ] [CONFIGURE ] EQBK: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:38:41.528063] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_pbf_vs_sma_5']
[2025-10-13T23:38:41.697051] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:41.853792] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:42.009553] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:42.165058] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:42.321346] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:42.478810] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:42.636868] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:42.795983] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:42.954911] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:43.114275] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:43.114447] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_pbf_vs_sma_5 (score: 100.00%)
[2025-10-13T23:38:43.114490] [INFO ] [CONFIGURE ] JOB ETA: 13.8m | Avg: 1.5s/test | Remaining: 552 tests
[2025-10-13T23:38:43.114525] [INFO ] [CONFIGURE ] EQBK: Testing feature 20/29: add_price_rejection
[2025-10-13T23:38:43.114564] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_price_rejection']
[2025-10-13T23:38:43.284012] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:43.453771] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:43.619607] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:43.787845] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:43.961102] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:44.150893] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:44.322493] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:44.498728] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:44.678038] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:44.841362] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:44.841495] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_price_rejection (score: 90.00%)
[2025-10-13T23:38:44.841540] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 551 tests
[2025-10-13T23:38:44.841578] [INFO ] [CONFIGURE ] EQBK: Testing feature 21/29: add_range_position
[2025-10-13T23:38:44.841611] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_range_position']
[2025-10-13T23:38:45.009808] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:45.178534] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:45.355588] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:45.535098] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:45.717148] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:45.892169] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:46.067366] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:46.241223] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:46.422720] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:46.604950] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:46.605125] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_range_position (score: 100.00%)
[2025-10-13T23:38:46.605171] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 550 tests
[2025-10-13T23:38:46.605205] [INFO ] [CONFIGURE ] EQBK: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:38:46.605242] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_realized_volatility']
[2025-10-13T23:38:46.798070] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:46.991877] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:47.189728] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:47.384162] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:47.578463] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:47.773536] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:47.971983] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:48.166108] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:48.359184] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:48.549498] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:48.549721] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_realized_volatility (score: 100.00%)
[2025-10-13T23:38:48.549778] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 549 tests
[2025-10-13T23:38:48.549814] [INFO ] [CONFIGURE ] EQBK: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:38:48.549846] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_recent_range_context']
[2025-10-13T23:38:48.710067] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:48.871513] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:49.031915] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:49.194488] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:49.371819] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:49.552960] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:49.759619] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:49.940987] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:50.124210] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:50.307539] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:50.307800] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_recent_range_context (score: 100.00%)
[2025-10-13T23:38:50.307855] [INFO ] [CONFIGURE ] JOB ETA: 13.7m | Avg: 1.5s/test | Remaining: 548 tests
[2025-10-13T23:38:50.307894] [INFO ] [CONFIGURE ] EQBK: Testing feature 24/29: add_rsi
[2025-10-13T23:38:50.307927] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_ema', 'add_rsi']
[2025-10-13T23:38:50.509109] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:50.702374] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:50.900678] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:51.102304] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:51.308537] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:51.502918] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:51.695260] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:51.908579] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:38:52.105520] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:52.304277] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:52.304466] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:38:52.304514] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 547 tests
[2025-10-13T23:38:52.304550] [INFO ] [CONFIGURE ] EQBK: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:38:52.304583] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_tick_distribution']
[2025-10-13T23:38:52.471543] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:52.636945] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:52.827455] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:52.995390] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:53.168210] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:53.337967] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:53.514825] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:53.733985] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:53.954669] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:54.133767] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:54.133941] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-13T23:38:54.133988] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 546 tests
[2025-10-13T23:38:54.134024] [INFO ] [CONFIGURE ] EQBK: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:38:54.134056] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_volume_momentum_confirmation']
[2025-10-13T23:38:54.300549] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:54.472599] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:54.638909] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:54.806683] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:54.974823] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:38:55.144168] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:55.319262] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:55.495248] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:55.667202] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:38:55.873807] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:55.873980] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:38:55.874025] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 545 tests
[2025-10-13T23:38:55.874060] [INFO ] [CONFIGURE ] EQBK: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:38:55.874092] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_volume_price_divergence']
[2025-10-13T23:38:56.055747] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:56.238202] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:56.419007] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:56.600547] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:56.781729] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:56.962170] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:57.148362] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:57.330021] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:57.513350] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:57.697107] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:57.697309] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:38:57.697355] [INFO ] [CONFIGURE ] JOB ETA: 13.6m | Avg: 1.5s/test | Remaining: 544 tests
[2025-10-13T23:38:57.697390] [INFO ] [CONFIGURE ] EQBK: Testing feature 28/29: add_volume_profile
[2025-10-13T23:38:57.697422] [INFO ] [CONFIGURE ] EQBK: Testing with features: ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd', 'add_volume_profile']
[2025-10-13T23:38:57.869407] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:58.041365] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:38:58.215496] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:38:58.388160] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:38:58.561547] [DEBUG] [FORECASTER] EQBK: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:38:58.736485] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:38:58.914048] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:38:59.090094] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:38:59.267329] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:38:59.444942] [DEBUG] [FORECASTER] EQBK: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:38:59.445121] [INFO ] [CONFIGURE ] EQBK: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:38:59.445165] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 543 tests
[2025-10-13T23:38:59.445200] [INFO ] [CONFIGURE ] EQBK: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:38:59.445229] [INFO ] [CONFIGURE ] EQBK: Best accuracy: 100.00%
[2025-10-13T23:38:59.445260] [INFO ] [CONFIGURE ] EQBK: Best feature set (4 features): ['add_bollinger_bands', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-13T23:38:59.445289] [INFO ] [CONFIGURE ] EQBK: Improvement over baseline: 40.00%
[2025-10-13T23:38:59.445315] [INFO ] [CONFIGURE ] EQBK: Total time: 46.8 seconds
[2025-10-13T23:38:59.445342] [INFO ] [CONFIGURE ] EQBK: Average time per feature: 1.7 seconds
[2025-10-13T23:38:59.445369] [INFO ] [CONFIGURE ] EQBK: Average speed: 0.62 features/sec
[2025-10-13T23:38:59.445791] [INFO ] [LOCAL     ] Saved configuration for EQBK: 4 features, 100.00% accuracy -> ./output/feature-sets/EQBK.json
[2025-10-13T23:38:59.445846] [INFO ] [CONFIGURE ] EQBK: Configuration saved successfully: 4 features, 100.00% accuracy.
[2025-10-13T23:38:59.445885] [INFO ] [sig       ] [73/91] Successfully configured EQBK | 0.02 sym/s | Total: 53.7m | ETA: 13.2m
[2025-10-13T23:38:59.445916] [INFO ] [sig       ] [74/91] Configuring EQNR...
[2025-10-13T23:38:59.445945] [INFO ] [CONFIGURE ] EQNR: Configurate test run.
[2025-10-13T23:38:59.445974] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQNR' from 'https://tdm.silogroup.org/data/derivative_storage/EQNR.csv'.
[2025-10-13T23:38:59.459314] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQNR'.
[2025-10-13T23:38:59.460006] [INFO ] [CONFIGURE ] EQNR: Testing with 29 available features
[2025-10-13T23:38:59.460066] [INFO ] [CONFIGURE ] EQNR: Establishing baseline with no features...
[2025-10-13T23:38:59.571911] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:38:59.680547] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:38:59.792519] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:38:59.913233] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:00.030901] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:00.153573] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:00.275935] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:00.410444] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:00.533174] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:00.652942] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:00.653159] [INFO ] [CONFIGURE ] EQNR: Baseline score (no features): 50.00%
[2025-10-13T23:39:00.653211] [INFO ] [CONFIGURE ] EQNR: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:39:00.653248] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:39:00.779970] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:00.904595] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:01.032598] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:01.190144] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:01.345073] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:01.488213] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:01.628673] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:01.769990] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:01.922257] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:02.067009] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:02.067289] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:39:02.067364] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 542 tests
[2025-10-13T23:39:02.067441] [INFO ] [CONFIGURE ] EQNR: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:39:02.067486] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:39:02.217063] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:02.357232] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:02.491155] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:02.626530] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:02.761817] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:02.904582] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:03.039462] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:03.178626] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:03.313419] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:03.452073] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:03.452312] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:39:03.452359] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 541 tests
[2025-10-13T23:39:03.452396] [INFO ] [CONFIGURE ] EQNR: Testing feature 3/29: add_daily_returns
[2025-10-13T23:39:03.452428] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_daily_returns']
[2025-10-13T23:39:03.584257] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:03.711337] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:03.835110] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:03.961396] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:04.080799] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:04.199263] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:04.328064] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:04.468284] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:04.609072] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:04.740494] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:04.740825] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:39:04.740877] [INFO ] [CONFIGURE ] JOB ETA: 13.5m | Avg: 1.5s/test | Remaining: 540 tests
[2025-10-13T23:39:04.741055] [INFO ] [CONFIGURE ] EQNR: Testing feature 4/29: add_ema
[2025-10-13T23:39:04.741111] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema']
[2025-10-13T23:39:04.883946] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:05.017536] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:05.151993] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:05.286886] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:05.434426] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:05.573788] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:05.719372] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:05.863085] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:06.009100] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:06.161209] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:06.161457] [INFO ] [CONFIGURE ] EQNR: KEPT add_ema (score: 60.00%)
[2025-10-13T23:39:06.161506] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 539 tests
[2025-10-13T23:39:06.161545] [INFO ] [CONFIGURE ] EQNR: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:39:06.161581] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:39:06.335913] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:06.509588] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:06.682500] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:06.842259] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:06.999330] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:07.158910] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:07.327433] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:07.493972] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:07.662922] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:07.824157] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:07.824405] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:39:07.824452] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 538 tests
[2025-10-13T23:39:07.824489] [INFO ] [CONFIGURE ] EQNR: Testing feature 6/29: add_failed_moves
[2025-10-13T23:39:07.824522] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-13T23:39:07.985411] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:08.122990] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:08.268021] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:08.419806] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:08.574626] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:08.726190] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:08.883065] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:09.038190] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:09.178776] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:09.311262] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:09.311417] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:39:09.311460] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 537 tests
[2025-10-13T23:39:09.311494] [INFO ] [CONFIGURE ] EQNR: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:39:09.311525] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-13T23:39:09.428818] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:09.551796] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:09.671586] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:09.795452] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:09.918259] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:10.039266] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:10.164516] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:10.291783] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:10.417862] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:10.541249] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:10.541415] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:39:10.541476] [INFO ] [CONFIGURE ] JOB ETA: 13.4m | Avg: 1.5s/test | Remaining: 536 tests
[2025-10-13T23:39:10.541514] [INFO ] [CONFIGURE ] EQNR: Testing feature 8/29: add_macd
[2025-10-13T23:39:10.541546] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:39:10.694614] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:10.851536] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:11.031325] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:11.194607] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:11.387110] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:11.596950] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:11.818184] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:12.034267] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:12.245079] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:12.414118] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:12.414325] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:39:12.414371] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 535 tests
[2025-10-13T23:39:12.414433] [INFO ] [CONFIGURE ] EQNR: Testing feature 9/29: add_mfi
[2025-10-13T23:39:12.414492] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_mfi']
[2025-10-13T23:39:12.568427] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:12.709091] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:12.843039] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:12.976105] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:13.112212] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:13.250607] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:13.387804] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:13.525328] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:13.663539] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:13.803146] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:13.803347] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_mfi (score: 60.00%)
[2025-10-13T23:39:13.803392] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 534 tests
[2025-10-13T23:39:13.803429] [INFO ] [CONFIGURE ] EQNR: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:39:13.803462] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:39:13.951537] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:14.098477] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:14.250200] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:14.400205] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:14.549768] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:14.699828] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:14.852700] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:15.001930] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:15.152904] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:15.311224] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:15.311445] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:39:15.311509] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 533 tests
[2025-10-13T23:39:15.311552] [INFO ] [CONFIGURE ] EQNR: Testing feature 11/29: add_obv_daily
[2025-10-13T23:39:15.311586] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-13T23:39:15.449064] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:15.583301] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:15.722454] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:15.854153] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:15.985781] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:16.121490] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:16.260147] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:16.401410] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:16.545373] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:16.686309] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:39:16.686459] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_obv_daily (score: 40.00%)
[2025-10-13T23:39:16.686519] [INFO ] [CONFIGURE ] JOB ETA: 13.3m | Avg: 1.5s/test | Remaining: 532 tests
[2025-10-13T23:39:16.686614] [INFO ] [CONFIGURE ] EQNR: Testing feature 12/29: add_obv_interval
[2025-10-13T23:39:16.686685] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-13T23:39:16.817288] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:16.945178] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:17.077381] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:17.206601] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:17.335443] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:17.480736] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:17.611894] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:17.739977] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:17.872193] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:18.009335] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:18.009483] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:39:18.009526] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 531 tests
[2025-10-13T23:39:18.009561] [INFO ] [CONFIGURE ] EQNR: Testing feature 13/29: add_opening_strength
[2025-10-13T23:39:18.009592] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:39:18.153076] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:18.287677] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:18.430487] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:18.569452] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:18.717020] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:18.868137] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:19.006545] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:19.147463] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:19.288986] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:19.433722] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:19.433918] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_opening_strength (score: 40.00%)
[2025-10-13T23:39:19.433980] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 530 tests
[2025-10-13T23:39:19.434018] [INFO ] [CONFIGURE ] EQNR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:39:19.434048] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:39:19.575366] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:19.715109] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:19.850976] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:19.987708] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:20.124792] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:20.261461] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:20.404501] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:20.547954] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:20.692141] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:20.846155] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:20.846339] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:39:20.846402] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 529 tests
[2025-10-13T23:39:20.846441] [INFO ] [CONFIGURE ] EQNR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:39:20.846475] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:39:20.964750] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:21.083721] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:21.202843] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:21.324804] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:21.445441] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:21.576010] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:21.697999] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:21.820056] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:21.944686] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:22.070996] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:22.071174] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:39:22.071218] [INFO ] [CONFIGURE ] JOB ETA: 13.2m | Avg: 1.5s/test | Remaining: 528 tests
[2025-10-13T23:39:22.071255] [INFO ] [CONFIGURE ] EQNR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:39:22.071289] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:39:22.198873] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:22.323795] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:22.449441] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:22.578714] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:22.706123] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:22.835060] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:22.964590] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:23.130041] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:23.260478] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:23.390195] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:23.390415] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:39:23.390488] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 527 tests
[2025-10-13T23:39:23.390525] [INFO ] [CONFIGURE ] EQNR: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:39:23.390557] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-13T23:39:23.524486] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:23.655536] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:23.786801] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:23.920877] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:24.057891] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:24.205910] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:24.356100] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:24.498276] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:24.635391] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:24.776516] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:24.776719] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:39:24.776781] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 526 tests
[2025-10-13T23:39:24.776820] [INFO ] [CONFIGURE ] EQNR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:39:24.776853] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:39:24.900754] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:25.022825] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:25.148791] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:25.277360] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:25.418579] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:25.553951] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:25.680444] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:25.807832] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:25.932534] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:26.061561] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:26.061766] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:39:26.061820] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 525 tests
[2025-10-13T23:39:26.061862] [INFO ] [CONFIGURE ] EQNR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:39:26.061928] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:39:26.189265] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:26.313863] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:26.430834] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:26.552476] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:26.674027] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:26.796805] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:26.920562] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:27.046407] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:27.169737] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:27.290675] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:27.290858] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:39:27.290902] [INFO ] [CONFIGURE ] JOB ETA: 13.1m | Avg: 1.5s/test | Remaining: 524 tests
[2025-10-13T23:39:27.290937] [INFO ] [CONFIGURE ] EQNR: Testing feature 20/29: add_price_rejection
[2025-10-13T23:39:27.290968] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_price_rejection']
[2025-10-13T23:39:27.426665] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:27.560558] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:27.702639] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:27.840887] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:27.979363] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:28.119388] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:28.265121] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:28.410140] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:28.554254] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:28.699486] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:28.699708] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:39:28.699766] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 523 tests
[2025-10-13T23:39:28.699804] [INFO ] [CONFIGURE ] EQNR: Testing feature 21/29: add_range_position
[2025-10-13T23:39:28.699836] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_range_position']
[2025-10-13T23:39:28.840376] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:28.981147] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:29.126210] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:29.272482] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:29.418246] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:29.562971] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:29.708358] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:29.853496] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:30.003575] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:30.149584] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:30.149824] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:39:30.149875] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 522 tests
[2025-10-13T23:39:30.149913] [INFO ] [CONFIGURE ] EQNR: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:39:30.149944] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_realized_volatility']
[2025-10-13T23:39:30.310539] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:30.470411] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:30.627722] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:30.787943] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:30.949236] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:31.110982] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:39:31.273242] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:31.436342] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:31.599309] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:31.762247] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:31.762381] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:39:31.762425] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 521 tests
[2025-10-13T23:39:31.762459] [INFO ] [CONFIGURE ] EQNR: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:39:31.762489] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_recent_range_context']
[2025-10-13T23:39:31.900036] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:32.035727] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:32.174124] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:32.313885] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:32.464382] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:32.604339] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:32.743517] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:32.883612] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:33.024382] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:33.163486] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:33.163663] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:39:33.163726] [INFO ] [CONFIGURE ] JOB ETA: 13.0m | Avg: 1.5s/test | Remaining: 520 tests
[2025-10-13T23:39:33.163764] [INFO ] [CONFIGURE ] EQNR: Testing feature 24/29: add_rsi
[2025-10-13T23:39:33.163796] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_rsi']
[2025-10-13T23:39:33.296929] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:33.432612] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:33.567375] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:33.704089] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:33.840831] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:33.983054] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:34.123614] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:34.264712] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:34.407823] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:34.550357] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:34.550546] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_rsi (score: 40.00%)
[2025-10-13T23:39:34.550593] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 519 tests
[2025-10-13T23:39:34.550630] [INFO ] [CONFIGURE ] EQNR: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:39:34.550702] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_tick_distribution']
[2025-10-13T23:39:34.683754] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:34.816423] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:34.951075] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:35.085696] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:35.224347] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:35.365826] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:35.503322] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:35.639350] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:35.777291] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:35.915496] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:35.915706] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:39:35.915764] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 518 tests
[2025-10-13T23:39:35.915802] [INFO ] [CONFIGURE ] EQNR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:39:35.915834] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_volume_momentum_confirmation']
[2025-10-13T23:39:36.054675] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:36.192498] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:36.338996] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:36.476015] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:36.613331] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:36.750786] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:36.886303] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:37.027900] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:39:37.177360] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:37.319500] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:37.319731] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:39:37.319789] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 517 tests
[2025-10-13T23:39:37.319829] [INFO ] [CONFIGURE ] EQNR: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:39:37.319862] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_volume_price_divergence']
[2025-10-13T23:39:37.463943] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:37.612044] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:37.760378] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:37.908774] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:38.055311] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:39:38.209157] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:38.356857] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:38.532280] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:38.682405] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:38.835147] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:38.835311] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:39:38.835359] [INFO ] [CONFIGURE ] JOB ETA: 12.9m | Avg: 1.5s/test | Remaining: 516 tests
[2025-10-13T23:39:38.835395] [INFO ] [CONFIGURE ] EQNR: Testing feature 28/29: add_volume_profile
[2025-10-13T23:39:38.835427] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_volume_profile']
[2025-10-13T23:39:38.972721] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:39.106393] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:39.249057] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:39:39.385470] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:39.520012] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:39.655746] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:39:39.795567] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:39.930968] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:40.064238] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:40.199402] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:40.199555] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_volume_profile (score: 30.00%)
[2025-10-13T23:39:40.199598] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 515 tests
[2025-10-13T23:39:40.199632] [INFO ] [CONFIGURE ] EQNR: Testing feature 29/29: add_vwap
[2025-10-13T23:39:40.199702] [INFO ] [CONFIGURE ] EQNR: Testing with features: ['add_ema', 'add_vwap']
[2025-10-13T23:39:40.333669] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:39:40.471181] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:40.605612] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:39:40.739853] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:40.876063] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:39:41.012769] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:41.150929] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:39:41.288836] [DEBUG] [FORECASTER] EQNR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:39:41.426845] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:41.574054] [DEBUG] [FORECASTER] EQNR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:41.574209] [INFO ] [CONFIGURE ] EQNR: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:39:41.574275] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 514 tests
[2025-10-13T23:39:41.574312] [INFO ] [CONFIGURE ] EQNR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:39:41.574342] [INFO ] [CONFIGURE ] EQNR: Best accuracy: 60.00%
[2025-10-13T23:39:41.574373] [INFO ] [CONFIGURE ] EQNR: Best feature set (1 features): ['add_ema']
[2025-10-13T23:39:41.574402] [INFO ] [CONFIGURE ] EQNR: Improvement over baseline: 10.00%
[2025-10-13T23:39:41.574431] [INFO ] [CONFIGURE ] EQNR: Total time: 40.9 seconds
[2025-10-13T23:39:41.574462] [INFO ] [CONFIGURE ] EQNR: Average time per feature: 1.4 seconds
[2025-10-13T23:39:41.574489] [INFO ] [CONFIGURE ] EQNR: Average speed: 0.71 features/sec
[2025-10-13T23:39:41.575118] [INFO ] [LOCAL     ] Saved configuration for EQNR: 1 features, 60.00% accuracy -> ./output/feature-sets/EQNR.json
[2025-10-13T23:39:41.575173] [INFO ] [CONFIGURE ] EQNR: Configuration saved successfully: 1 features, 60.00% accuracy.
[2025-10-13T23:39:41.575223] [INFO ] [sig       ] [74/91] Successfully configured EQNR | 0.02 sym/s | Total: 54.4m | ETA: 12.5m
[2025-10-13T23:39:41.575290] [INFO ] [sig       ] [75/91] Configuring ETSY...
[2025-10-13T23:39:41.575344] [INFO ] [CONFIGURE ] ETSY: Configurate test run.
[2025-10-13T23:39:41.575417] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETSY' from 'https://tdm.silogroup.org/data/derivative_storage/ETSY.csv'.
[2025-10-13T23:39:41.587585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETSY'.
[2025-10-13T23:39:41.587932] [INFO ] [CONFIGURE ] ETSY: Testing with 29 available features
[2025-10-13T23:39:41.587990] [INFO ] [CONFIGURE ] ETSY: Establishing baseline with no features...
[2025-10-13T23:39:41.702140] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:41.816209] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:39:41.934520] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:39:42.043003] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:42.155115] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:39:42.268334] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:39:42.383856] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:42.500554] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:42.621369] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:42.734104] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:39:42.734282] [INFO ] [CONFIGURE ] ETSY: Baseline score (no features): 30.00%
[2025-10-13T23:39:42.734328] [INFO ] [CONFIGURE ] ETSY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:39:42.734361] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:39:42.860212] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:42.996602] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:43.118038] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:39:43.237980] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:43.359051] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:43.479937] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:43.606889] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:43.733284] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:43.856554] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:43.975080] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:39:43.975259] [INFO ] [CONFIGURE ] ETSY: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T23:39:43.975303] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 513 tests
[2025-10-13T23:39:43.975338] [INFO ] [CONFIGURE ] ETSY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:39:43.975369] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:39:44.113346] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:44.250405] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:44.387882] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:44.556121] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:44.693234] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:44.828802] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:44.963962] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:45.100474] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:45.237361] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:45.384991] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:45.385175] [INFO ] [CONFIGURE ] ETSY: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T23:39:45.385221] [INFO ] [CONFIGURE ] JOB ETA: 12.8m | Avg: 1.5s/test | Remaining: 512 tests
[2025-10-13T23:39:45.385257] [INFO ] [CONFIGURE ] ETSY: Testing feature 3/29: add_daily_returns
[2025-10-13T23:39:45.385288] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:39:45.533924] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:45.680125] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:45.827007] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:45.973148] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:46.122054] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:46.272213] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:46.428073] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:46.581770] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:46.735276] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:46.889095] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:46.889277] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_daily_returns (score: 70.00%)
[2025-10-13T23:39:46.889321] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 511 tests
[2025-10-13T23:39:46.889355] [INFO ] [CONFIGURE ] ETSY: Testing feature 4/29: add_ema
[2025-10-13T23:39:46.889388] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T23:39:47.060362] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:47.222853] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:47.384004] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:47.543618] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:47.700508] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:47.857920] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:48.018924] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:48.177784] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:48.347456] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:48.507763] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:48.507947] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:39:48.507991] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 510 tests
[2025-10-13T23:39:48.508027] [INFO ] [CONFIGURE ] ETSY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:39:48.508059] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:39:48.669476] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:48.830195] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:48.990756] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:49.158354] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:49.322903] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:49.485994] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:49.652430] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:49.813431] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:49.969664] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:50.127398] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:50.127667] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:39:50.127731] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 509 tests
[2025-10-13T23:39:50.127785] [INFO ] [CONFIGURE ] ETSY: Testing feature 6/29: add_failed_moves
[2025-10-13T23:39:50.127842] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:39:50.266921] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:50.414890] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:50.559997] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:50.704595] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:50.847399] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:50.997089] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:51.141382] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:51.290271] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:51.440234] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:51.587397] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:51.587618] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:39:51.587704] [INFO ] [CONFIGURE ] JOB ETA: 12.7m | Avg: 1.5s/test | Remaining: 508 tests
[2025-10-13T23:39:51.587750] [INFO ] [CONFIGURE ] ETSY: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:39:51.587784] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:39:51.727017] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:51.870402] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:52.011451] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:52.153623] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:52.298749] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:52.440170] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:52.583760] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:52.726681] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:39:52.868393] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:53.016263] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:53.016429] [INFO ] [CONFIGURE ] ETSY: KEPT add_lag_shelf (score: 80.00%)
[2025-10-13T23:39:53.016472] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 507 tests
[2025-10-13T23:39:53.016509] [INFO ] [CONFIGURE ] ETSY: Testing feature 8/29: add_macd
[2025-10-13T23:39:53.016540] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_vwap', 'add_macd']
[2025-10-13T23:39:53.192287] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:53.369372] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:53.553203] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:53.734361] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:53.918589] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:54.111664] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:54.303068] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:54.512963] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:54.715257] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:54.909191] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:54.909474] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:39:54.909525] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 506 tests
[2025-10-13T23:39:54.909567] [INFO ] [CONFIGURE ] ETSY: Testing feature 9/29: add_mfi
[2025-10-13T23:39:54.909600] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_mfi']
[2025-10-13T23:39:55.077050] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:55.247855] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:55.413959] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:55.587543] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:39:55.770319] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:55.941494] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:56.106187] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:56.270143] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:39:56.439517] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:39:56.614912] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:56.615195] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:39:56.615264] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 505 tests
[2025-10-13T23:39:56.615308] [INFO ] [CONFIGURE ] ETSY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:39:56.615431] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:39:56.797791] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:56.977072] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:57.169438] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:57.355929] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:57.540559] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:57.729710] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:57.921929] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:58.105280] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:39:58.289580] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:39:58.478021] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:39:58.478289] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:39:58.478382] [INFO ] [CONFIGURE ] JOB ETA: 12.6m | Avg: 1.5s/test | Remaining: 504 tests
[2025-10-13T23:39:58.478445] [INFO ] [CONFIGURE ] ETSY: Testing feature 11/29: add_obv_daily
[2025-10-13T23:39:58.478482] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_obv_daily']
[2025-10-13T23:39:58.640112] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:39:58.797068] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:39:58.965206] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:39:59.133845] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:39:59.289552] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:39:59.448245] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:39:59.607963] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:39:59.769007] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:39:59.929215] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:00.093961] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:00.094208] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:40:00.094268] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 503 tests
[2025-10-13T23:40:00.094307] [INFO ] [CONFIGURE ] ETSY: Testing feature 12/29: add_obv_interval
[2025-10-13T23:40:00.094339] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_obv_interval']
[2025-10-13T23:40:00.239836] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:00.384987] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:00.529725] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:00.674046] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:00.824319] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:00.971214] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:01.116930] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:01.262918] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:01.411322] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:01.575142] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:01.575275] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:40:01.575320] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 502 tests
[2025-10-13T23:40:01.575355] [INFO ] [CONFIGURE ] ETSY: Testing feature 13/29: add_opening_strength
[2025-10-13T23:40:01.575402] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:40:01.733477] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:01.901801] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:02.079849] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:02.252244] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:02.430315] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:02.604939] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:02.800837] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:02.990167] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:03.162141] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:03.321357] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:03.321567] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:40:03.321634] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 501 tests
[2025-10-13T23:40:03.321713] [INFO ] [CONFIGURE ] ETSY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:40:03.321753] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_order_flow_imbalance']
[2025-10-13T23:40:03.483276] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:03.657397] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:03.826551] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:03.997005] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:04.163635] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:04.327161] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:04.500078] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:04.723954] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:40:04.965293] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:40:05.201949] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:05.202243] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:40:05.202314] [INFO ] [CONFIGURE ] JOB ETA: 12.5m | Avg: 1.5s/test | Remaining: 500 tests
[2025-10-13T23:40:05.202372] [INFO ] [CONFIGURE ] ETSY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:40:05.202423] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_morning_momentum']
[2025-10-13T23:40:05.414117] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:40:05.581222] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:05.735898] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:05.881427] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:06.041904] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:06.175542] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:06.307149] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:06.439028] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:06.574075] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:40:06.709171] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:06.709478] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:40:06.709522] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 499 tests
[2025-10-13T23:40:06.709556] [INFO ] [CONFIGURE ] ETSY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:40:06.709587] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_overnight_gap']
[2025-10-13T23:40:06.850441] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:06.992712] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:07.135312] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:07.296889] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:07.464850] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:07.631849] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:07.804593] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:07.964883] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:08.116625] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:08.282060] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:08.282263] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:40:08.282317] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 498 tests
[2025-10-13T23:40:08.282355] [INFO ] [CONFIGURE ] ETSY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:40:08.282389] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_return_2d']
[2025-10-13T23:40:08.450504] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:08.599462] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:08.745582] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:08.907116] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:09.076038] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:09.250898] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:09.423950] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:09.599321] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:09.774514] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:09.950532] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:09.950733] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:40:09.950794] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 497 tests
[2025-10-13T23:40:09.950862] [INFO ] [CONFIGURE ] ETSY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:40:09.950914] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_volatility_5d']
[2025-10-13T23:40:10.106489] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:10.264506] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:10.433592] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:10.603830] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:10.770425] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:10.933375] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:11.096968] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:11.257710] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:40:11.406208] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:11.554247] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:11.554454] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:40:11.554500] [INFO ] [CONFIGURE ] JOB ETA: 12.4m | Avg: 1.5s/test | Remaining: 496 tests
[2025-10-13T23:40:11.554545] [INFO ] [CONFIGURE ] ETSY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:40:11.554578] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_pbf_vs_sma_5']
[2025-10-13T23:40:11.697823] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:11.866125] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:12.005252] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:12.142407] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:12.277667] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:12.416633] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:12.552481] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:12.688026] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:40:12.825156] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:12.973991] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:12.974143] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:40:12.974187] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 495 tests
[2025-10-13T23:40:12.974222] [INFO ] [CONFIGURE ] ETSY: Testing feature 20/29: add_price_rejection
[2025-10-13T23:40:12.974254] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_price_rejection']
[2025-10-13T23:40:13.126522] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:13.276149] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:13.421398] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:13.568042] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:13.712591] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:13.860047] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:14.015838] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:14.163167] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:14.313272] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:14.460407] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:14.460586] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:40:14.460631] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 494 tests
[2025-10-13T23:40:14.460706] [INFO ] [CONFIGURE ] ETSY: Testing feature 21/29: add_range_position
[2025-10-13T23:40:14.460749] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_range_position']
[2025-10-13T23:40:14.628964] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:14.797856] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:14.951629] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:15.106016] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:15.260468] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:15.422763] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:15.585562] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:15.748724] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:40:15.911151] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:16.077812] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:16.077971] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:40:16.078038] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 493 tests
[2025-10-13T23:40:16.078074] [INFO ] [CONFIGURE ] ETSY: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:40:16.078106] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_realized_volatility']
[2025-10-13T23:40:16.248776] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:16.419806] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:16.591550] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:16.765069] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:16.938576] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:17.112984] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:17.286901] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:17.460602] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:17.638882] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:17.816457] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:17.816700] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:40:17.816763] [INFO ] [CONFIGURE ] JOB ETA: 12.3m | Avg: 1.5s/test | Remaining: 492 tests
[2025-10-13T23:40:17.816803] [INFO ] [CONFIGURE ] ETSY: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:40:17.816836] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_recent_range_context']
[2025-10-13T23:40:17.969977] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:18.122459] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:18.275961] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:18.429751] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:18.584423] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:18.739820] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:18.894693] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:19.051757] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:19.209037] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:19.362062] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:19.362225] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:40:19.362269] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 491 tests
[2025-10-13T23:40:19.362306] [INFO ] [CONFIGURE ] ETSY: Testing feature 24/29: add_rsi
[2025-10-13T23:40:19.362338] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_ema', 'add_rsi']
[2025-10-13T23:40:19.536294] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:19.710632] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:19.876795] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:20.043526] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:20.213020] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:20.388558] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:20.564853] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:20.736404] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:20.934537] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:21.101481] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:21.101684] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:40:21.101745] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 490 tests
[2025-10-13T23:40:21.101783] [INFO ] [CONFIGURE ] ETSY: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:40:21.101815] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_tick_distribution']
[2025-10-13T23:40:21.241870] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:21.389974] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:21.533807] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:21.678237] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:21.824483] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:21.968301] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:22.113963] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:22.261280] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:22.409231] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:22.564628] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:22.564853] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:40:22.564903] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 489 tests
[2025-10-13T23:40:22.564942] [INFO ] [CONFIGURE ] ETSY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:40:22.564976] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_volume_momentum_confirmation']
[2025-10-13T23:40:22.712301] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:22.862298] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:23.015338] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:23.168759] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:23.313776] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:23.461127] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:23.636381] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:23.793081] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:40:23.970110] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:24.125442] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:24.125687] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:40:24.125776] [INFO ] [CONFIGURE ] JOB ETA: 12.2m | Avg: 1.5s/test | Remaining: 488 tests
[2025-10-13T23:40:24.125819] [INFO ] [CONFIGURE ] ETSY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:40:24.125855] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_volume_price_divergence']
[2025-10-13T23:40:24.306750] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:24.470582] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:24.633735] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:24.796933] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:24.958411] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:25.110889] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:25.264633] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:25.427518] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:25.584253] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:25.738168] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:25.738323] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:40:25.738368] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 487 tests
[2025-10-13T23:40:25.738406] [INFO ] [CONFIGURE ] ETSY: Testing feature 28/29: add_volume_profile
[2025-10-13T23:40:25.738438] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_volume_profile']
[2025-10-13T23:40:25.883355] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:26.028569] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:26.170667] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:26.312851] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:26.455615] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:26.604909] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:26.749127] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:26.893980] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:27.041033] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:27.190317] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:27.190478] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:40:27.190523] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 486 tests
[2025-10-13T23:40:27.190560] [INFO ] [CONFIGURE ] ETSY: Testing feature 29/29: add_vwap
[2025-10-13T23:40:27.190592] [INFO ] [CONFIGURE ] ETSY: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf', 'add_vwap']
[2025-10-13T23:40:27.335914] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:40:27.483460] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:40:27.631899] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:40:27.777319] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:27.929147] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:40:28.076437] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:28.226378] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:28.380316] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:40:28.534074] [DEBUG] [FORECASTER] ETSY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:28.694196] [DEBUG] [FORECASTER] ETSY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:28.694373] [INFO ] [CONFIGURE ] ETSY: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:40:28.694421] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 485 tests
[2025-10-13T23:40:28.694458] [INFO ] [CONFIGURE ] ETSY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:40:28.694491] [INFO ] [CONFIGURE ] ETSY: Best accuracy: 80.00%
[2025-10-13T23:40:28.694526] [INFO ] [CONFIGURE ] ETSY: Best feature set (3 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:40:28.694558] [INFO ] [CONFIGURE ] ETSY: Improvement over baseline: 50.00%
[2025-10-13T23:40:28.694587] [INFO ] [CONFIGURE ] ETSY: Total time: 46.0 seconds
[2025-10-13T23:40:28.694615] [INFO ] [CONFIGURE ] ETSY: Average time per feature: 1.6 seconds
[2025-10-13T23:40:28.694676] [INFO ] [CONFIGURE ] ETSY: Average speed: 0.63 features/sec
[2025-10-13T23:40:28.695459] [INFO ] [LOCAL     ] Saved configuration for ETSY: 3 features, 80.00% accuracy -> ./output/feature-sets/ETSY.json
[2025-10-13T23:40:28.695518] [INFO ] [CONFIGURE ] ETSY: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-13T23:40:28.695570] [INFO ] [sig       ] [75/91] Successfully configured ETSY | 0.02 sym/s | Total: 55.2m | ETA: 11.8m
[2025-10-13T23:40:28.695627] [INFO ] [sig       ] [76/91] Configuring LBRT...
[2025-10-13T23:40:28.695695] [INFO ] [CONFIGURE ] LBRT: Configurate test run.
[2025-10-13T23:40:28.695767] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LBRT' from 'https://tdm.silogroup.org/data/derivative_storage/LBRT.csv'.
[2025-10-13T23:40:28.708052] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LBRT'.
[2025-10-13T23:40:28.708356] [INFO ] [CONFIGURE ] LBRT: Testing with 29 available features
[2025-10-13T23:40:28.708411] [INFO ] [CONFIGURE ] LBRT: Establishing baseline with no features...
[2025-10-13T23:40:28.808244] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:28.910733] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:29.010753] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.111361] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:29.214019] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:29.315949] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.423103] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:29.527619] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.630883] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.736893] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.737075] [INFO ] [CONFIGURE ] LBRT: Baseline score (no features): 60.00%
[2025-10-13T23:40:29.737121] [INFO ] [CONFIGURE ] LBRT: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:40:29.737155] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:40:29.849178] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:29.962234] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:30.076325] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:30.195583] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:30.309792] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:30.441365] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:30.567151] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:30.686082] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:30.805711] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:30.930628] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:30.930822] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T23:40:30.930883] [INFO ] [CONFIGURE ] JOB ETA: 12.1m | Avg: 1.5s/test | Remaining: 484 tests
[2025-10-13T23:40:30.930921] [INFO ] [CONFIGURE ] LBRT: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:40:30.930952] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:40:31.054482] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:31.174937] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:31.295563] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:31.416047] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:31.540821] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:31.667949] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:31.794018] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:31.919188] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:32.050039] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:32.196004] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:32.196210] [INFO ] [CONFIGURE ] LBRT: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T23:40:32.196277] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 483 tests
[2025-10-13T23:40:32.196344] [INFO ] [CONFIGURE ] LBRT: Testing feature 3/29: add_daily_returns
[2025-10-13T23:40:32.196383] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:40:32.328620] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:32.455564] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:32.589868] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:32.717273] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:32.844884] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:32.980980] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:33.112079] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:33.241217] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:33.372150] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:33.502085] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:33.502319] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:40:33.502411] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 482 tests
[2025-10-13T23:40:33.502479] [INFO ] [CONFIGURE ] LBRT: Testing feature 4/29: add_ema
[2025-10-13T23:40:33.502521] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:40:33.654262] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:33.802998] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:33.945477] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:34.089558] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:34.258872] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:34.411569] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:34.557630] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:34.700320] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:34.849379] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:34.993526] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:34.993750] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:40:34.993808] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 481 tests
[2025-10-13T23:40:34.993848] [INFO ] [CONFIGURE ] LBRT: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:40:34.993880] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:40:35.140106] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:35.289966] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:35.444258] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:35.608535] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:35.757198] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:35.907781] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:40:36.086869] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:36.241326] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:36.389291] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:36.539347] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:36.539559] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:40:36.539624] [INFO ] [CONFIGURE ] JOB ETA: 12.0m | Avg: 1.5s/test | Remaining: 480 tests
[2025-10-13T23:40:36.539700] [INFO ] [CONFIGURE ] LBRT: Testing feature 6/29: add_failed_moves
[2025-10-13T23:40:36.539748] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:40:36.667991] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:36.794415] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:36.926924] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:37.053872] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:37.183659] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:37.316307] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:37.451087] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:37.620749] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:37.754832] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:37.888978] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:37.889133] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:40:37.889201] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 479 tests
[2025-10-13T23:40:37.889260] [INFO ] [CONFIGURE ] LBRT: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:40:37.889293] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:40:38.010474] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:38.135623] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:38.263254] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:38.384751] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:38.510106] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:38.637506] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:38.764443] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:38.891383] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:39.033766] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:39.180436] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:39.180613] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:40:39.180693] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 478 tests
[2025-10-13T23:40:39.180748] [INFO ] [CONFIGURE ] LBRT: Testing feature 8/29: add_macd
[2025-10-13T23:40:39.180801] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:40:39.364553] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:39.529360] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:39.686792] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:39.852825] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:40:40.039430] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:40.215288] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:40:40.397898] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:40.574128] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:40.762364] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:40.925294] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:40.925462] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:40:40.925529] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 477 tests
[2025-10-13T23:40:40.925566] [INFO ] [CONFIGURE ] LBRT: Testing feature 9/29: add_mfi
[2025-10-13T23:40:40.925598] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:40:41.066230] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:41.205540] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:41.345105] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:41.502178] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:41.648784] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:41.791946] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:41.936346] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:42.084986] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:42.232552] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:42.382010] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:42.382264] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:40:42.382333] [INFO ] [CONFIGURE ] JOB ETA: 11.9m | Avg: 1.5s/test | Remaining: 476 tests
[2025-10-13T23:40:42.382374] [INFO ] [CONFIGURE ] LBRT: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:40:42.382408] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:40:42.540900] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:42.698760] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:42.854014] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:43.013728] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:43.171746] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:43.334635] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:43.501596] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:43.676558] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:43.845241] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:44.011025] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:44.011176] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:40:44.011219] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 475 tests
[2025-10-13T23:40:44.011253] [INFO ] [CONFIGURE ] LBRT: Testing feature 11/29: add_obv_daily
[2025-10-13T23:40:44.011284] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:40:44.145312] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:44.284476] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:44.416026] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:44.548101] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:44.680483] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:44.816280] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:44.950029] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:45.095530] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:45.232579] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:45.372783] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:45.372939] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:40:45.372983] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 474 tests
[2025-10-13T23:40:45.373017] [INFO ] [CONFIGURE ] LBRT: Testing feature 12/29: add_obv_interval
[2025-10-13T23:40:45.373047] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_obv_interval']
[2025-10-13T23:40:45.505602] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:45.637331] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:45.778030] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:45.915790] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:46.055154] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:46.206135] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:46.344990] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:40:46.486038] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:46.627095] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:46.769378] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:46.769532] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:40:46.769575] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 473 tests
[2025-10-13T23:40:46.769610] [INFO ] [CONFIGURE ] LBRT: Testing feature 13/29: add_opening_strength
[2025-10-13T23:40:46.769660] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:40:46.918737] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:47.067287] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:47.219510] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:47.370047] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:47.517375] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:47.666597] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:47.814522] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:47.963592] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:48.112288] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:48.261845] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:48.262060] [INFO ] [CONFIGURE ] LBRT: KEPT add_opening_strength (score: 80.00%)
[2025-10-13T23:40:48.262111] [INFO ] [CONFIGURE ] JOB ETA: 11.8m | Avg: 1.5s/test | Remaining: 472 tests
[2025-10-13T23:40:48.262146] [INFO ] [CONFIGURE ] LBRT: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:40:48.262201] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T23:40:48.429511] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:48.592946] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:48.759286] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:48.926513] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:49.092473] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:49.258411] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:49.423381] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:49.590446] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:49.763547] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:49.932983] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:49.933161] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:40:49.933206] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 471 tests
[2025-10-13T23:40:49.933240] [INFO ] [CONFIGURE ] LBRT: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:40:49.933272] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T23:40:50.076560] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:50.220547] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:50.371503] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:50.529834] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:50.676520] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:50.825127] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:50.978910] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:51.128600] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:51.287914] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:51.436028] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:51.436182] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:40:51.436224] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 470 tests
[2025-10-13T23:40:51.436258] [INFO ] [CONFIGURE ] LBRT: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:40:51.436290] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T23:40:51.590390] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:51.745797] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:51.905616] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:52.063386] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:52.229184] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:52.389175] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:52.550589] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:52.711946] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:52.873588] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:53.033490] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:53.033684] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:40:53.033746] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 469 tests
[2025-10-13T23:40:53.033783] [INFO ] [CONFIGURE ] LBRT: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:40:53.033816] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T23:40:53.191640] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:53.350826] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:53.514160] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:53.674534] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:53.834756] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:54.001355] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:54.168592] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:54.332799] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:54.496639] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:54.660831] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:54.660983] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:40:54.661026] [INFO ] [CONFIGURE ] JOB ETA: 11.7m | Avg: 1.5s/test | Remaining: 468 tests
[2025-10-13T23:40:54.661060] [INFO ] [CONFIGURE ] LBRT: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:40:54.661090] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T23:40:54.808937] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:54.963384] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:55.112618] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:55.271109] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:55.429398] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:55.590789] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:55.743034] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:55.896083] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:56.055630] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:56.208259] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:40:56.208423] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:40:56.208467] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 467 tests
[2025-10-13T23:40:56.208503] [INFO ] [CONFIGURE ] LBRT: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:40:56.208559] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T23:40:56.356580] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:56.505383] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:56.656928] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:56.806990] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:56.965112] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:40:57.119614] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:57.339728] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:57.568232] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:57.796092] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:58.006741] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:58.006979] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:40:58.007051] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 466 tests
[2025-10-13T23:40:58.007116] [INFO ] [CONFIGURE ] LBRT: Testing feature 20/29: add_price_rejection
[2025-10-13T23:40:58.007173] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T23:40:58.220511] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:40:58.392625] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:40:58.573772] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:40:58.759872] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:40:58.927424] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:40:59.082395] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:40:59.236782] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:40:59.388814] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:40:59.543623] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:40:59.695495] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:40:59.695708] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:40:59.695767] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 465 tests
[2025-10-13T23:40:59.695805] [INFO ] [CONFIGURE ] LBRT: Testing feature 21/29: add_range_position
[2025-10-13T23:40:59.695838] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-13T23:40:59.859390] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:00.019482] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:00.187583] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:00.375698] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:00.539414] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:00.711608] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:00.883195] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:01.053416] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:01.232710] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:01.408939] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:01.409124] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:41:01.409291] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 464 tests
[2025-10-13T23:41:01.409347] [INFO ] [CONFIGURE ] LBRT: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:41:01.409388] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T23:41:01.591871] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:01.775450] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:01.958621] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:02.156218] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:02.332662] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:41:02.517519] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:02.698823] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:02.877730] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:03.064461] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:03.251457] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:03.251668] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:41:03.251732] [INFO ] [CONFIGURE ] JOB ETA: 11.6m | Avg: 1.5s/test | Remaining: 463 tests
[2025-10-13T23:41:03.251770] [INFO ] [CONFIGURE ] LBRT: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:41:03.251801] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T23:41:03.401534] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:03.548345] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:03.701826] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:03.853491] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:04.001846] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:04.163245] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:04.318072] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:04.481987] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:04.634331] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:04.782791] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:04.782958] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_recent_range_context (score: 80.00%)
[2025-10-13T23:41:04.783009] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 462 tests
[2025-10-13T23:41:04.783045] [INFO ] [CONFIGURE ] LBRT: Testing feature 24/29: add_rsi
[2025-10-13T23:41:04.783076] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-13T23:41:04.955716] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:05.123970] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:05.292945] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:05.473452] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:05.648124] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:05.831186] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:06.002527] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:06.183329] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:06.361874] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:06.537287] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:06.537451] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:41:06.537496] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 461 tests
[2025-10-13T23:41:06.537532] [INFO ] [CONFIGURE ] LBRT: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:41:06.537600] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:41:06.684674] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:06.834724] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:06.984078] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:07.135924] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:07.313430] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:07.478053] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:07.629400] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:07.780727] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:07.932919] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:08.088285] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:08.088458] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:41:08.088503] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 460 tests
[2025-10-13T23:41:08.088539] [INFO ] [CONFIGURE ] LBRT: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:41:08.088571] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-13T23:41:08.240805] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:08.391364] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:08.540810] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:08.691379] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:08.848338] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:09.000851] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:09.154560] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:09.308743] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:09.465840] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:09.623223] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:09.623428] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:41:09.623494] [INFO ] [CONFIGURE ] JOB ETA: 11.5m | Avg: 1.5s/test | Remaining: 459 tests
[2025-10-13T23:41:09.623534] [INFO ] [CONFIGURE ] LBRT: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:41:09.623568] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-13T23:41:09.785858] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:09.944771] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:10.107087] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:10.264472] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:10.439545] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:10.599899] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:10.759579] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:10.922012] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:11.086557] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:11.250317] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:11.250526] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:41:11.250573] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 458 tests
[2025-10-13T23:41:11.250611] [INFO ] [CONFIGURE ] LBRT: Testing feature 28/29: add_volume_profile
[2025-10-13T23:41:11.250668] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_volume_profile']
[2025-10-13T23:41:11.406489] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:11.559228] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:11.712371] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:11.868465] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:12.024874] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:12.178624] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:12.334212] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:12.490092] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:12.650061] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:12.823845] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:12.824072] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:41:12.824136] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 457 tests
[2025-10-13T23:41:12.824175] [INFO ] [CONFIGURE ] LBRT: Testing feature 29/29: add_vwap
[2025-10-13T23:41:12.824248] [INFO ] [CONFIGURE ] LBRT: Testing with features: ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength', 'add_vwap']
[2025-10-13T23:41:12.976427] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:13.129056] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:13.282965] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:41:13.463829] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:13.647090] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:41:13.807416] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:13.968748] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:41:14.133387] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:14.297825] [DEBUG] [FORECASTER] LBRT: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:14.456873] [DEBUG] [FORECASTER] LBRT: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:14.457042] [INFO ] [CONFIGURE ] LBRT: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:41:14.457086] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 456 tests
[2025-10-13T23:41:14.457145] [INFO ] [CONFIGURE ] LBRT: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:41:14.457199] [INFO ] [CONFIGURE ] LBRT: Best accuracy: 80.00%
[2025-10-13T23:41:14.457234] [INFO ] [CONFIGURE ] LBRT: Best feature set (3 features): ['add_cumulative_delta', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:41:14.457263] [INFO ] [CONFIGURE ] LBRT: Improvement over baseline: 20.00%
[2025-10-13T23:41:14.457290] [INFO ] [CONFIGURE ] LBRT: Total time: 44.7 seconds
[2025-10-13T23:41:14.457316] [INFO ] [CONFIGURE ] LBRT: Average time per feature: 1.5 seconds
[2025-10-13T23:41:14.457345] [INFO ] [CONFIGURE ] LBRT: Average speed: 0.65 features/sec
[2025-10-13T23:41:14.458076] [INFO ] [LOCAL     ] Saved configuration for LBRT: 3 features, 80.00% accuracy -> ./output/feature-sets/LBRT.json
[2025-10-13T23:41:14.458131] [INFO ] [CONFIGURE ] LBRT: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-13T23:41:14.458199] [INFO ] [sig       ] [76/91] Successfully configured LBRT | 0.02 sym/s | Total: 55.9m | ETA: 11.0m
[2025-10-13T23:41:14.458266] [INFO ] [sig       ] [77/91] Configuring MAC...
[2025-10-13T23:41:14.458320] [INFO ] [CONFIGURE ] MAC: Configurate test run.
[2025-10-13T23:41:14.458379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAC' from 'https://tdm.silogroup.org/data/derivative_storage/MAC.csv'.
[2025-10-13T23:41:14.500699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAC'.
[2025-10-13T23:41:14.501019] [INFO ] [CONFIGURE ] MAC: Testing with 29 available features
[2025-10-13T23:41:14.501076] [INFO ] [CONFIGURE ] MAC: Establishing baseline with no features...
[2025-10-13T23:41:14.605873] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:14.708843] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:14.814101] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:14.918327] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:15.041335] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:15.151152] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:15.261033] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:15.372413] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:15.492438] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:15.601919] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:15.602134] [INFO ] [CONFIGURE ] MAC: Baseline score (no features): 50.00%
[2025-10-13T23:41:15.602211] [INFO ] [CONFIGURE ] MAC: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:41:15.602268] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:41:15.726396] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:15.857346] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:15.985964] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:16.112400] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:16.248158] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:16.376048] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:16.510440] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:16.646410] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:16.781204] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:16.910208] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:16.910389] [INFO ] [CONFIGURE ] MAC: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:41:16.910432] [INFO ] [CONFIGURE ] JOB ETA: 11.4m | Avg: 1.5s/test | Remaining: 455 tests
[2025-10-13T23:41:16.910467] [INFO ] [CONFIGURE ] MAC: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:41:16.910497] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:41:17.038246] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:17.175479] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:17.306381] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:17.434587] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:17.566190] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:17.712245] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:17.846528] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:17.964252] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:18.083286] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:18.203698] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:18.203870] [INFO ] [CONFIGURE ] MAC: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:41:18.203915] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 454 tests
[2025-10-13T23:41:18.203950] [INFO ] [CONFIGURE ] MAC: Testing feature 3/29: add_daily_returns
[2025-10-13T23:41:18.203980] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_daily_returns']
[2025-10-13T23:41:18.307307] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:18.414474] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:18.528614] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:18.643279] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:18.759591] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:18.875390] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:18.991342] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:19.110363] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:19.227792] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:19.342414] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:19.342562] [INFO ] [CONFIGURE ] MAC: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-13T23:41:19.342633] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 453 tests
[2025-10-13T23:41:19.342712] [INFO ] [CONFIGURE ] MAC: Testing feature 4/29: add_ema
[2025-10-13T23:41:19.342749] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema']
[2025-10-13T23:41:19.468254] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:19.591820] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:19.730259] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:19.882525] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:20.029377] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:20.180419] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:20.336860] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:20.491208] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:20.636677] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:20.784944] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:20.785123] [INFO ] [CONFIGURE ] MAC: KEPT add_ema (score: 60.00%)
[2025-10-13T23:41:20.785169] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 452 tests
[2025-10-13T23:41:20.785204] [INFO ] [CONFIGURE ] MAC: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:41:20.785237] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:41:20.974483] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:21.152045] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:21.324561] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:21.502125] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:21.699773] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:21.873693] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:22.040907] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:22.215721] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:22.392158] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:22.561531] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:22.561831] [INFO ] [CONFIGURE ] MAC: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:41:22.561889] [INFO ] [CONFIGURE ] JOB ETA: 11.3m | Avg: 1.5s/test | Remaining: 451 tests
[2025-10-13T23:41:22.561930] [INFO ] [CONFIGURE ] MAC: Testing feature 6/29: add_failed_moves
[2025-10-13T23:41:22.562011] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_failed_moves']
[2025-10-13T23:41:22.715963] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:22.863320] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:23.013037] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:23.161175] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:23.306737] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:23.456385] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:23.607289] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:23.772957] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:23.912212] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:24.046948] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:24.047149] [INFO ] [CONFIGURE ] MAC: DISCARDED add_failed_moves (score: 30.00%)
[2025-10-13T23:41:24.047196] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 450 tests
[2025-10-13T23:41:24.047233] [INFO ] [CONFIGURE ] MAC: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:41:24.047265] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_lag_shelf']
[2025-10-13T23:41:24.190338] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:24.331892] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:24.473729] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:24.614057] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:24.755233] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:24.912907] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:25.067546] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:25.207043] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:25.348033] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:25.498377] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:25.498671] [INFO ] [CONFIGURE ] MAC: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:41:25.498759] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 449 tests
[2025-10-13T23:41:25.498819] [INFO ] [CONFIGURE ] MAC: Testing feature 8/29: add_macd
[2025-10-13T23:41:25.498859] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:41:25.681059] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:25.854977] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:26.031837] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:26.210956] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:26.392372] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:26.576235] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:26.753366] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:26.946548] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:27.135402] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:27.317113] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:27.317413] [INFO ] [CONFIGURE ] MAC: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:41:27.317480] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 448 tests
[2025-10-13T23:41:27.317523] [INFO ] [CONFIGURE ] MAC: Testing feature 9/29: add_mfi
[2025-10-13T23:41:27.317590] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_mfi']
[2025-10-13T23:41:27.473981] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:27.641293] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:27.799075] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:27.955064] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:28.112037] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:28.272461] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:28.436309] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:28.604310] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:28.770625] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:28.930773] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:28.931102] [INFO ] [CONFIGURE ] MAC: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:41:28.931157] [INFO ] [CONFIGURE ] JOB ETA: 11.2m | Avg: 1.5s/test | Remaining: 447 tests
[2025-10-13T23:41:28.931195] [INFO ] [CONFIGURE ] MAC: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:41:28.931229] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:41:29.096908] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:29.255982] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:29.419391] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:41:29.586130] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:29.765162] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:29.932974] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:30.107625] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:30.286561] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:30.479621] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:30.684968] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:30.685304] [INFO ] [CONFIGURE ] MAC: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:41:30.685358] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 446 tests
[2025-10-13T23:41:30.685400] [INFO ] [CONFIGURE ] MAC: Testing feature 11/29: add_obv_daily
[2025-10-13T23:41:30.685434] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_obv_daily']
[2025-10-13T23:41:30.832674] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:30.978522] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:31.124896] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:31.274529] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:31.426102] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:31.579672] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:31.742064] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:31.896217] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:32.052182] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:32.204295] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:32.204587] [INFO ] [CONFIGURE ] MAC: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:41:32.204696] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 445 tests
[2025-10-13T23:41:32.204752] [INFO ] [CONFIGURE ] MAC: Testing feature 12/29: add_obv_interval
[2025-10-13T23:41:32.204788] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_obv_interval']
[2025-10-13T23:41:32.352550] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:32.501278] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:32.645724] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:41:32.792527] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:32.938605] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:33.089770] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:33.240827] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:33.390893] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:33.547313] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:33.693382] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:41:33.693678] [INFO ] [CONFIGURE ] MAC: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:41:33.693742] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 444 tests
[2025-10-13T23:41:33.693782] [INFO ] [CONFIGURE ] MAC: Testing feature 13/29: add_opening_strength
[2025-10-13T23:41:33.693815] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:41:33.834027] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:33.970597] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:34.108831] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:34.247083] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:34.386327] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:34.530039] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:34.669850] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:34.809710] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:34.954318] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:35.101609] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:35.101828] [INFO ] [CONFIGURE ] MAC: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:41:35.101933] [INFO ] [CONFIGURE ] JOB ETA: 11.1m | Avg: 1.5s/test | Remaining: 443 tests
[2025-10-13T23:41:35.101992] [INFO ] [CONFIGURE ] MAC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:41:35.102029] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:41:35.251505] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:35.405084] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:35.550048] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:35.699984] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:35.849891] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:36.003794] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:36.152583] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:36.302611] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:36.452666] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:36.606124] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:36.606350] [INFO ] [CONFIGURE ] MAC: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:41:36.606396] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 442 tests
[2025-10-13T23:41:36.606442] [INFO ] [CONFIGURE ] MAC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:41:36.606474] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:41:36.736272] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:36.866147] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:36.997663] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:37.128542] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:37.259959] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:37.395295] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:37.526147] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:37.658693] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:37.793742] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:37.926828] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:37.926989] [INFO ] [CONFIGURE ] MAC: DISCARDED add_pbf_morning_momentum (score: 40.00%)
[2025-10-13T23:41:37.927033] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 441 tests
[2025-10-13T23:41:37.927068] [INFO ] [CONFIGURE ] MAC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:41:37.927100] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:41:38.064444] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:38.198791] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:38.333265] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:38.469771] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:38.608471] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:38.754013] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:38.899267] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:39.041036] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:39.179456] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:41:39.322077] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:39.322284] [INFO ] [CONFIGURE ] MAC: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:41:39.322329] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 440 tests
[2025-10-13T23:41:39.322366] [INFO ] [CONFIGURE ] MAC: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:41:39.322398] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_return_2d']
[2025-10-13T23:41:39.469667] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:39.609953] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:39.773438] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:39.914906] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:40.058414] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:40.209286] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:40.361194] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:40.511428] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:40.661878] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:40.811011] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:40.811166] [INFO ] [CONFIGURE ] MAC: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:41:40.811210] [INFO ] [CONFIGURE ] JOB ETA: 11.0m | Avg: 1.5s/test | Remaining: 439 tests
[2025-10-13T23:41:40.811248] [INFO ] [CONFIGURE ] MAC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:41:40.811278] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:41:40.941551] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:41.071455] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:41.202296] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:41.332258] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:41.468251] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:41.600390] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:41.732785] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:41.868412] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:42.006624] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:42.140908] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:42.141081] [INFO ] [CONFIGURE ] MAC: KEPT add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:41:42.141125] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 438 tests
[2025-10-13T23:41:42.141160] [INFO ] [CONFIGURE ] MAC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:41:42.141190] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_pbf_vs_sma_5']
[2025-10-13T23:41:42.273123] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:42.401242] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:42.530306] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:42.658909] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:42.812578] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:42.954768] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:43.090543] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:43.227121] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:43.366966] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:43.509840] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:43.509997] [INFO ] [CONFIGURE ] MAC: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:41:43.510060] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 437 tests
[2025-10-13T23:41:43.510204] [INFO ] [CONFIGURE ] MAC: Testing feature 20/29: add_price_rejection
[2025-10-13T23:41:43.510245] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_price_rejection']
[2025-10-13T23:41:43.664958] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:43.814718] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:43.964048] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:41:44.112922] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:41:44.263691] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:44.420739] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:44.573614] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:44.726150] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:44.879268] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:45.040075] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:45.040283] [INFO ] [CONFIGURE ] MAC: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:41:45.040347] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 436 tests
[2025-10-13T23:41:45.040386] [INFO ] [CONFIGURE ] MAC: Testing feature 21/29: add_range_position
[2025-10-13T23:41:45.040418] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_range_position']
[2025-10-13T23:41:45.205990] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:45.371925] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:45.526486] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:45.684205] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:45.852515] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.007872] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.162087] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.317141] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:41:46.477828] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.637753] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.637944] [INFO ] [CONFIGURE ] MAC: DISCARDED add_range_position (score: 80.00%)
[2025-10-13T23:41:46.637989] [INFO ] [CONFIGURE ] JOB ETA: 10.9m | Avg: 1.5s/test | Remaining: 435 tests
[2025-10-13T23:41:46.638051] [INFO ] [CONFIGURE ] MAC: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:41:46.638108] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility']
[2025-10-13T23:41:46.806625] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:46.970573] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:47.137471] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:47.303228] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:47.471474] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:47.639475] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:47.814756] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:47.983746] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:48.155514] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:48.326392] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:48.326574] [INFO ] [CONFIGURE ] MAC: KEPT add_realized_volatility (score: 90.00%)
[2025-10-13T23:41:48.326635] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 434 tests
[2025-10-13T23:41:48.326710] [INFO ] [CONFIGURE ] MAC: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:41:48.326750] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_recent_range_context']
[2025-10-13T23:41:48.507629] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:48.685306] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:48.895794] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:49.074171] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:49.262035] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:49.442074] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:49.624055] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:49.807537] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:49.999155] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:50.186542] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:50.186742] [INFO ] [CONFIGURE ] MAC: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-13T23:41:50.186822] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 433 tests
[2025-10-13T23:41:50.186882] [INFO ] [CONFIGURE ] MAC: Testing feature 24/29: add_rsi
[2025-10-13T23:41:50.186918] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_rsi']
[2025-10-13T23:41:50.380394] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:50.573226] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:50.771034] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:50.963479] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:51.159382] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:51.357042] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:51.551103] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:51.746778] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:51.947824] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:52.147303] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:52.147502] [INFO ] [CONFIGURE ] MAC: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:41:52.147591] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 432 tests
[2025-10-13T23:41:52.147667] [INFO ] [CONFIGURE ] MAC: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:41:52.147725] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_tick_distribution']
[2025-10-13T23:41:52.335132] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:52.521274] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:52.711410] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:52.888156] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:53.068375] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.263772] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.448186] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.629537] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.810319] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.989024] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:53.989204] [INFO ] [CONFIGURE ] MAC: DISCARDED add_tick_distribution (score: 90.00%)
[2025-10-13T23:41:53.989254] [INFO ] [CONFIGURE ] JOB ETA: 10.8m | Avg: 1.5s/test | Remaining: 431 tests
[2025-10-13T23:41:53.989294] [INFO ] [CONFIGURE ] MAC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:41:53.989326] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_volume_momentum_confirmation']
[2025-10-13T23:41:54.172984] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:54.366302] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:41:54.557984] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:54.750579] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:54.996805] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.190333] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.381747] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.573042] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.761180] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.957241] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:55.957485] [INFO ] [CONFIGURE ] MAC: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:41:55.957570] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 430 tests
[2025-10-13T23:41:55.957660] [INFO ] [CONFIGURE ] MAC: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:41:55.957719] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_volume_price_divergence']
[2025-10-13T23:41:56.146832] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:41:56.338503] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:56.534488] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:56.722530] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:56.913012] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:41:57.116102] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:41:57.314231] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:41:57.511497] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:57.706223] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:57.897769] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:57.897949] [INFO ] [CONFIGURE ] MAC: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:41:57.898005] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 429 tests
[2025-10-13T23:41:57.898043] [INFO ] [CONFIGURE ] MAC: Testing feature 28/29: add_volume_profile
[2025-10-13T23:41:57.898075] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_volume_profile']
[2025-10-13T23:41:58.076102] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:41:58.256465] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:41:58.433668] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:41:58.611389] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:41:58.816832] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:41:58.995630] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:41:59.175451] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:41:59.358228] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:41:59.543528] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:41:59.725940] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:41:59.726144] [INFO ] [CONFIGURE ] MAC: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:41:59.726196] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 428 tests
[2025-10-13T23:41:59.726235] [INFO ] [CONFIGURE ] MAC: Testing feature 29/29: add_vwap
[2025-10-13T23:41:59.726268] [INFO ] [CONFIGURE ] MAC: Testing with features: ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility', 'add_vwap']
[2025-10-13T23:41:59.904371] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:42:00.083299] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:42:00.268834] [DEBUG] [FORECASTER] MAC: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:42:00.459292] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:00.643185] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:42:00.828791] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:42:01.051275] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:01.236892] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:01.430836] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:01.625334] [DEBUG] [FORECASTER] MAC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:01.625521] [INFO ] [CONFIGURE ] MAC: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:42:01.625566] [INFO ] [CONFIGURE ] JOB ETA: 10.7m | Avg: 1.5s/test | Remaining: 427 tests
[2025-10-13T23:42:01.625627] [INFO ] [CONFIGURE ] MAC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:42:01.625707] [INFO ] [CONFIGURE ] MAC: Best accuracy: 90.00%
[2025-10-13T23:42:01.625752] [INFO ] [CONFIGURE ] MAC: Best feature set (3 features): ['add_ema', 'add_pbf_volatility_5d', 'add_realized_volatility']
[2025-10-13T23:42:01.625783] [INFO ] [CONFIGURE ] MAC: Improvement over baseline: 40.00%
[2025-10-13T23:42:01.625810] [INFO ] [CONFIGURE ] MAC: Total time: 46.0 seconds
[2025-10-13T23:42:01.625837] [INFO ] [CONFIGURE ] MAC: Average time per feature: 1.6 seconds
[2025-10-13T23:42:01.625864] [INFO ] [CONFIGURE ] MAC: Average speed: 0.63 features/sec
[2025-10-13T23:42:01.626534] [INFO ] [LOCAL     ] Saved configuration for MAC: 3 features, 90.00% accuracy -> ./output/feature-sets/MAC.json
[2025-10-13T23:42:01.626591] [INFO ] [CONFIGURE ] MAC: Configuration saved successfully: 3 features, 90.00% accuracy.
[2025-10-13T23:42:01.626664] [INFO ] [sig       ] [77/91] Successfully configured MAC | 0.02 sym/s | Total: 56.7m | ETA: 10.3m
[2025-10-13T23:42:01.626728] [INFO ] [sig       ] [78/91] Configuring MIR...
[2025-10-13T23:42:01.626762] [INFO ] [CONFIGURE ] MIR: Configurate test run.
[2025-10-13T23:42:01.626820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIR' from 'https://tdm.silogroup.org/data/derivative_storage/MIR.csv'.
[2025-10-13T23:42:01.639018] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIR'.
[2025-10-13T23:42:01.639351] [INFO ] [CONFIGURE ] MIR: Testing with 29 available features
[2025-10-13T23:42:01.639406] [INFO ] [CONFIGURE ] MIR: Establishing baseline with no features...
[2025-10-13T23:42:01.748323] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:01.855888] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:01.967474] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:02.078256] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:02.189539] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:02.305088] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:02.421028] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:02.533817] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:02.649310] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:02.759678] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:02.759820] [INFO ] [CONFIGURE ] MIR: Baseline score (no features): 40.00%
[2025-10-13T23:42:02.759864] [INFO ] [CONFIGURE ] MIR: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:42:02.759898] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:42:02.877607] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:02.995063] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:03.112259] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:03.235796] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:03.362816] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:03.490403] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:42:03.613236] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:03.733985] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:03.854346] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:03.977409] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:03.977586] [INFO ] [CONFIGURE ] MIR: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:42:03.977678] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 426 tests
[2025-10-13T23:42:03.977749] [INFO ] [CONFIGURE ] MIR: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:42:03.977792] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:42:04.105539] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:04.230867] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:04.361252] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:04.487714] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:04.615891] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:04.746487] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:42:04.880591] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:05.011091] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:05.148741] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:05.282442] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:05.282599] [INFO ] [CONFIGURE ] MIR: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:42:05.282667] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 425 tests
[2025-10-13T23:42:05.282728] [INFO ] [CONFIGURE ] MIR: Testing feature 3/29: add_daily_returns
[2025-10-13T23:42:05.282764] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns']
[2025-10-13T23:42:05.395053] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:05.505264] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:05.615774] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:05.734512] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:05.853563] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:05.980063] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:06.117706] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:06.278752] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:06.429065] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:06.583941] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:06.584189] [INFO ] [CONFIGURE ] MIR: KEPT add_daily_returns (score: 50.00%)
[2025-10-13T23:42:06.584275] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 424 tests
[2025-10-13T23:42:06.584355] [INFO ] [CONFIGURE ] MIR: Testing feature 4/29: add_ema
[2025-10-13T23:42:06.584433] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:42:06.754066] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:06.941448] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:07.135481] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:07.294142] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:07.429325] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:42:07.562292] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:42:07.696871] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:07.830241] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:07.963814] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:08.093216] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:08.093362] [INFO ] [CONFIGURE ] MIR: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:42:08.093406] [INFO ] [CONFIGURE ] JOB ETA: 10.6m | Avg: 1.5s/test | Remaining: 423 tests
[2025-10-13T23:42:08.093442] [INFO ] [CONFIGURE ] MIR: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:42:08.093474] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:42:08.244405] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:08.379718] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:08.518461] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:08.656553] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:08.796172] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:08.937465] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:09.080897] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:09.221486] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:09.365804] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:09.505538] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:09.505724] [INFO ] [CONFIGURE ] MIR: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:42:09.505782] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 422 tests
[2025-10-13T23:42:09.505820] [INFO ] [CONFIGURE ] MIR: Testing feature 6/29: add_failed_moves
[2025-10-13T23:42:09.505852] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:42:09.620438] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:09.733435] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:09.850054] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:09.971883] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:10.111609] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:10.226735] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:10.344822] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:10.460257] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:10.578150] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:10.693758] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:10.693890] [INFO ] [CONFIGURE ] MIR: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:42:10.693933] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 421 tests
[2025-10-13T23:42:10.693967] [INFO ] [CONFIGURE ] MIR: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:42:10.694001] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:42:10.795804] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:10.902566] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:11.006349] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:11.110039] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:11.214198] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:11.318554] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:11.423817] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:11.528521] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:11.633974] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:11.739669] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:11.739805] [INFO ] [CONFIGURE ] MIR: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:42:11.739849] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 420 tests
[2025-10-13T23:42:11.739883] [INFO ] [CONFIGURE ] MIR: Testing feature 8/29: add_macd
[2025-10-13T23:42:11.739914] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:42:11.879892] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:12.022444] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:12.163799] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:12.306824] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:12.449638] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:12.594678] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:12.742394] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:12.890349] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:13.038725] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:13.185537] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:13.185726] [INFO ] [CONFIGURE ] MIR: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:42:13.185783] [INFO ] [CONFIGURE ] JOB ETA: 10.5m | Avg: 1.5s/test | Remaining: 419 tests
[2025-10-13T23:42:13.185840] [INFO ] [CONFIGURE ] MIR: Testing feature 9/29: add_mfi
[2025-10-13T23:42:13.185872] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:42:13.305830] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:13.434399] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:13.560095] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:13.684619] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:13.811720] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:13.933802] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:14.055878] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:14.181721] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:14.308742] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:14.433969] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:14.434141] [INFO ] [CONFIGURE ] MIR: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:42:14.434186] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 418 tests
[2025-10-13T23:42:14.434222] [INFO ] [CONFIGURE ] MIR: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:42:14.434254] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:42:14.581749] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:14.742437] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:14.897145] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:15.050472] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:15.207481] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:42:15.350824] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:42:15.491103] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:15.631888] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:15.782456] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:15.950185] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:15.950414] [INFO ] [CONFIGURE ] MIR: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:42:15.950475] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 417 tests
[2025-10-13T23:42:15.950536] [INFO ] [CONFIGURE ] MIR: Testing feature 11/29: add_obv_daily
[2025-10-13T23:42:15.950617] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T23:42:16.089929] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:16.223138] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:16.355365] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:16.487114] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:16.619567] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:16.755299] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:16.891983] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:17.029450] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:17.163920] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:17.299423] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:17.299598] [INFO ] [CONFIGURE ] MIR: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:42:17.299666] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 416 tests
[2025-10-13T23:42:17.299729] [INFO ] [CONFIGURE ] MIR: Testing feature 12/29: add_obv_interval
[2025-10-13T23:42:17.299766] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:42:17.428812] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:17.565839] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:42:17.700267] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:17.830564] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:17.961867] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:18.095178] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:18.226313] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:18.357281] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:18.485313] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:18.619840] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:18.620071] [INFO ] [CONFIGURE ] MIR: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:42:18.620139] [INFO ] [CONFIGURE ] JOB ETA: 10.4m | Avg: 1.5s/test | Remaining: 415 tests
[2025-10-13T23:42:18.620179] [INFO ] [CONFIGURE ] MIR: Testing feature 13/29: add_opening_strength
[2025-10-13T23:42:18.620213] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:42:18.758451] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:18.897613] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:19.033638] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:19.194240] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:19.324522] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:19.457025] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:19.574600] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:19.693430] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:19.827350] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:19.948177] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:19.948319] [INFO ] [CONFIGURE ] MIR: KEPT add_opening_strength (score: 70.00%)
[2025-10-13T23:42:19.948362] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 414 tests
[2025-10-13T23:42:19.948396] [INFO ] [CONFIGURE ] MIR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:42:19.948428] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T23:42:20.080574] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:20.213348] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:20.355426] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:20.491276] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:20.627963] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:20.766113] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:20.903116] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:21.043286] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:21.181800] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:21.320614] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:21.320920] [INFO ] [CONFIGURE ] MIR: DISCARDED add_order_flow_imbalance (score: 70.00%)
[2025-10-13T23:42:21.320978] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 413 tests
[2025-10-13T23:42:21.321015] [INFO ] [CONFIGURE ] MIR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:42:21.321046] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T23:42:21.439491] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:21.557710] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:21.683050] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:21.804007] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:21.925848] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:22.046145] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:22.167342] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:22.294735] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:22.419793] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:22.543158] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:22.543324] [INFO ] [CONFIGURE ] MIR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:42:22.543369] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 412 tests
[2025-10-13T23:42:22.543404] [INFO ] [CONFIGURE ] MIR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:42:22.543435] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T23:42:22.672443] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:22.802840] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:22.932350] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:23.062890] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:23.200617] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:23.332499] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:23.463383] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:23.595615] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:23.729237] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:23.862030] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:23.862224] [INFO ] [CONFIGURE ] MIR: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:42:23.862285] [INFO ] [CONFIGURE ] JOB ETA: 10.3m | Avg: 1.5s/test | Remaining: 411 tests
[2025-10-13T23:42:23.862323] [INFO ] [CONFIGURE ] MIR: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:42:23.862355] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T23:42:23.992993] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:24.129191] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:24.260957] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:24.394220] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:24.525827] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:24.659132] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:24.792243] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:24.926220] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:25.059907] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:25.197424] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:25.197591] [INFO ] [CONFIGURE ] MIR: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:42:25.197680] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 410 tests
[2025-10-13T23:42:25.197788] [INFO ] [CONFIGURE ] MIR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:42:25.197831] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T23:42:25.321085] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:25.450785] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:25.583863] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:25.711909] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:25.838133] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:25.966721] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:26.095976] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:26.229718] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:26.361056] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:26.491130] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:26.491276] [INFO ] [CONFIGURE ] MIR: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:42:26.491320] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 409 tests
[2025-10-13T23:42:26.491355] [INFO ] [CONFIGURE ] MIR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:42:26.491387] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T23:42:26.616086] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:26.742692] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:26.868456] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:26.998113] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:27.123200] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:27.247442] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:27.373502] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:27.500523] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:27.635813] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:27.765043] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:27.765228] [INFO ] [CONFIGURE ] MIR: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:42:27.765291] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 408 tests
[2025-10-13T23:42:27.765328] [INFO ] [CONFIGURE ] MIR: Testing feature 20/29: add_price_rejection
[2025-10-13T23:42:27.765361] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T23:42:27.898490] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:28.032153] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:28.173532] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:28.332674] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:28.488715] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:28.646279] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:28.804505] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:28.965358] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:29.109636] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:29.249898] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:29.250089] [INFO ] [CONFIGURE ] MIR: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:42:29.250134] [INFO ] [CONFIGURE ] JOB ETA: 10.2m | Avg: 1.5s/test | Remaining: 407 tests
[2025-10-13T23:42:29.250169] [INFO ] [CONFIGURE ] MIR: Testing feature 21/29: add_range_position
[2025-10-13T23:42:29.250200] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_range_position']
[2025-10-13T23:42:29.394632] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:29.552611] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:29.730471] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:29.886288] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:30.037733] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:42:30.188243] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:30.338490] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:30.491826] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:30.642826] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:30.790096] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-09, Predicted=1.0, Actual=1
[2025-10-13T23:42:30.790280] [INFO ] [CONFIGURE ] MIR: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:42:30.790351] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 406 tests
[2025-10-13T23:42:30.790414] [INFO ] [CONFIGURE ] MIR: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:42:30.790449] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T23:42:30.947756] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:31.106004] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:31.269491] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:31.430077] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:31.590482] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:31.753253] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:31.921046] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:32.084377] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:32.247854] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:32.411126] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:32.411297] [INFO ] [CONFIGURE ] MIR: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:42:32.411341] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 405 tests
[2025-10-13T23:42:32.411375] [INFO ] [CONFIGURE ] MIR: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:42:32.411406] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T23:42:32.544997] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:32.683422] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:32.818493] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:32.954352] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:33.090450] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:33.226062] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:33.366401] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:33.504689] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:33.642986] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:33.782984] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:33.783154] [INFO ] [CONFIGURE ] MIR: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:42:33.783233] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 404 tests
[2025-10-13T23:42:33.783282] [INFO ] [CONFIGURE ] MIR: Testing feature 24/29: add_rsi
[2025-10-13T23:42:33.783316] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_ema', 'add_rsi']
[2025-10-13T23:42:33.935753] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:34.092139] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:34.246716] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:34.403143] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:34.554562] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:34.709088] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:34.860451] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:35.012217] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:35.179804] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:35.363960] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:35.364187] [INFO ] [CONFIGURE ] MIR: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:42:35.364251] [INFO ] [CONFIGURE ] JOB ETA: 10.1m | Avg: 1.5s/test | Remaining: 403 tests
[2025-10-13T23:42:35.364290] [INFO ] [CONFIGURE ] MIR: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:42:35.364322] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:42:35.519878] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:35.671871] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:35.832196] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:35.981205] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:36.133808] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:42:36.265307] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:36.397030] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:36.530693] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:36.665539] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:36.800247] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:36.800413] [INFO ] [CONFIGURE ] MIR: KEPT add_tick_distribution (score: 80.00%)
[2025-10-13T23:42:36.800459] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 402 tests
[2025-10-13T23:42:36.800493] [INFO ] [CONFIGURE ] MIR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:42:36.800525] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution', 'add_volume_momentum_confirmation']
[2025-10-13T23:42:36.947385] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:37.120821] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:37.284611] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:37.427776] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:37.575138] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:42:37.718698] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:37.865388] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:38.013791] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:38.165283] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:38.325953] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:38.326117] [INFO ] [CONFIGURE ] MIR: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:42:38.326185] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 401 tests
[2025-10-13T23:42:38.326220] [INFO ] [CONFIGURE ] MIR: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:42:38.326251] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution', 'add_volume_price_divergence']
[2025-10-13T23:42:38.486306] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:38.692108] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:38.877448] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:39.048145] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:39.201333] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:39.354682] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:39.510897] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:39.668388] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:39.821502] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:39.976438] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:39.976686] [INFO ] [CONFIGURE ] MIR: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:42:39.976749] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 400 tests
[2025-10-13T23:42:39.976787] [INFO ] [CONFIGURE ] MIR: Testing feature 28/29: add_volume_profile
[2025-10-13T23:42:39.976820] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution', 'add_volume_profile']
[2025-10-13T23:42:40.117984] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:40.262729] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:40.431097] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:42:40.575825] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:40.717276] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:40.859270] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:41.003868] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:42:41.149516] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:41.295322] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:41.443635] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:41.443848] [INFO ] [CONFIGURE ] MIR: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:42:41.443895] [INFO ] [CONFIGURE ] JOB ETA: 10.0m | Avg: 1.5s/test | Remaining: 399 tests
[2025-10-13T23:42:41.443932] [INFO ] [CONFIGURE ] MIR: Testing feature 29/29: add_vwap
[2025-10-13T23:42:41.443964] [INFO ] [CONFIGURE ] MIR: Testing with features: ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution', 'add_vwap']
[2025-10-13T23:42:41.591026] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:41.737950] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:41.889258] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:42:42.042438] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:42.225980] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:42:42.402459] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:42.579738] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:42:42.738354] [DEBUG] [FORECASTER] MIR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:42:42.887185] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:43.036374] [DEBUG] [FORECASTER] MIR: Forecast INCORRECT: Date=2025-10-09, Predicted=0.0, Actual=1
[2025-10-13T23:42:43.036528] [INFO ] [CONFIGURE ] MIR: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:42:43.036572] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 398 tests
[2025-10-13T23:42:43.036607] [INFO ] [CONFIGURE ] MIR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:42:43.036636] [INFO ] [CONFIGURE ] MIR: Best accuracy: 80.00%
[2025-10-13T23:42:43.036710] [INFO ] [CONFIGURE ] MIR: Best feature set (3 features): ['add_daily_returns', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:42:43.036747] [INFO ] [CONFIGURE ] MIR: Improvement over baseline: 40.00%
[2025-10-13T23:42:43.036775] [INFO ] [CONFIGURE ] MIR: Total time: 40.3 seconds
[2025-10-13T23:42:43.036801] [INFO ] [CONFIGURE ] MIR: Average time per feature: 1.4 seconds
[2025-10-13T23:42:43.036828] [INFO ] [CONFIGURE ] MIR: Average speed: 0.72 features/sec
[2025-10-13T23:42:43.037543] [INFO ] [LOCAL     ] Saved configuration for MIR: 3 features, 80.00% accuracy -> ./output/feature-sets/MIR.json
[2025-10-13T23:42:43.037615] [INFO ] [CONFIGURE ] MIR: Configuration saved successfully: 3 features, 80.00% accuracy.
[2025-10-13T23:42:43.037693] [INFO ] [sig       ] [78/91] Successfully configured MIR | 0.02 sym/s | Total: 57.4m | ETA: 9.6m
[2025-10-13T23:42:43.037764] [INFO ] [sig       ] [79/91] Configuring MOH...
[2025-10-13T23:42:43.037821] [INFO ] [CONFIGURE ] MOH: Configurate test run.
[2025-10-13T23:42:43.037881] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOH' from 'https://tdm.silogroup.org/data/derivative_storage/MOH.csv'.
[2025-10-13T23:42:43.050747] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOH'.
[2025-10-13T23:42:43.051153] [INFO ] [CONFIGURE ] MOH: Testing with 29 available features
[2025-10-13T23:42:43.051208] [INFO ] [CONFIGURE ] MOH: Establishing baseline with no features...
[2025-10-13T23:42:43.157776] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:43.262590] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:43.369785] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:43.476677] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:43.586754] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:43.700847] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:43.816043] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:42:43.926790] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:44.049141] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:44.170909] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:44.171060] [INFO ] [CONFIGURE ] MOH: Baseline score (no features): 60.00%
[2025-10-13T23:42:44.171106] [INFO ] [CONFIGURE ] MOH: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:42:44.171142] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:42:44.306011] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:44.441391] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:44.569483] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:42:44.697764] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:44.811329] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:44.930535] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:45.043210] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:45.161540] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:45.291992] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:45.439950] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:42:45.440127] [INFO ] [CONFIGURE ] MOH: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:42:45.440172] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 397 tests
[2025-10-13T23:42:45.440207] [INFO ] [CONFIGURE ] MOH: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:42:45.440238] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:42:45.587281] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:45.725017] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:45.854459] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:45.983215] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:46.113802] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:46.248222] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:46.395261] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:46.541382] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:42:46.690567] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:46.839664] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:46.839834] [INFO ] [CONFIGURE ] MOH: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:42:46.839881] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 396 tests
[2025-10-13T23:42:46.839918] [INFO ] [CONFIGURE ] MOH: Testing feature 3/29: add_daily_returns
[2025-10-13T23:42:46.839949] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns']
[2025-10-13T23:42:46.965403] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:47.093125] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:47.224324] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:47.340851] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:47.458368] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:47.576901] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:47.704045] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:47.843791] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:47.978190] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:48.095639] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:48.095851] [INFO ] [CONFIGURE ] MOH: KEPT add_daily_returns (score: 80.00%)
[2025-10-13T23:42:48.095896] [INFO ] [CONFIGURE ] JOB ETA: 9.9m | Avg: 1.5s/test | Remaining: 395 tests
[2025-10-13T23:42:48.095929] [INFO ] [CONFIGURE ] MOH: Testing feature 4/29: add_ema
[2025-10-13T23:42:48.095960] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:42:48.230364] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:48.367136] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:48.504526] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:48.645097] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:48.782757] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:48.924309] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:49.057997] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:49.194494] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:49.336508] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:49.506783] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:49.506980] [INFO ] [CONFIGURE ] MOH: DISCARDED add_ema (score: 80.00%)
[2025-10-13T23:42:49.507026] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 394 tests
[2025-10-13T23:42:49.507061] [INFO ] [CONFIGURE ] MOH: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:42:49.507092] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:42:49.646610] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:49.786945] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:42:49.927926] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:42:50.072559] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:50.218453] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:50.366452] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:42:50.511745] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:50.662825] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:50.821817] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:50.968074] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:42:50.968275] [INFO ] [CONFIGURE ] MOH: DISCARDED add_exhaustion_signals (score: 30.00%)
[2025-10-13T23:42:50.968321] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 393 tests
[2025-10-13T23:42:50.968356] [INFO ] [CONFIGURE ] MOH: Testing feature 6/29: add_failed_moves
[2025-10-13T23:42:50.968387] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_failed_moves']
[2025-10-13T23:42:51.091767] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:51.211325] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:51.329273] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:51.451437] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:51.575014] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:51.699995] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:51.826568] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:51.952213] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:52.077440] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:52.204291] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:52.204451] [INFO ] [CONFIGURE ] MOH: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:42:52.204495] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 392 tests
[2025-10-13T23:42:52.204529] [INFO ] [CONFIGURE ] MOH: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:42:52.204559] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:42:52.320329] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:52.436747] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:52.552283] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:52.667154] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:52.782167] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:52.897173] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:53.013273] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:53.133940] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:53.250964] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:53.368422] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:53.368594] [INFO ] [CONFIGURE ] MOH: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:42:53.368637] [INFO ] [CONFIGURE ] JOB ETA: 9.8m | Avg: 1.5s/test | Remaining: 391 tests
[2025-10-13T23:42:53.368714] [INFO ] [CONFIGURE ] MOH: Testing feature 8/29: add_macd
[2025-10-13T23:42:53.368752] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:42:53.520476] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:53.674388] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:42:53.857259] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:54.014578] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:54.179068] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:54.341925] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:54.503495] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:54.668143] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:54.839735] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:54.997788] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:42:54.998035] [INFO ] [CONFIGURE ] MOH: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:42:54.999879] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 390 tests
[2025-10-13T23:42:54.999949] [INFO ] [CONFIGURE ] MOH: Testing feature 9/29: add_mfi
[2025-10-13T23:42:55.000014] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_mfi']
[2025-10-13T23:42:55.129168] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:55.259810] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:55.391744] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:55.552782] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:55.685440] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:55.819160] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:55.952358] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:56.087297] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:56.228745] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:56.374209] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:56.374414] [INFO ] [CONFIGURE ] MOH: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:42:56.374462] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 389 tests
[2025-10-13T23:42:56.374499] [INFO ] [CONFIGURE ] MOH: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:42:56.374533] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:42:56.521077] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:56.666077] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:56.811438] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:56.961376] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:42:57.108275] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:57.254425] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:57.401606] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:42:57.549559] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:57.704860] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:42:57.853968] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:57.854206] [INFO ] [CONFIGURE ] MOH: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:42:57.854273] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 388 tests
[2025-10-13T23:42:57.854311] [INFO ] [CONFIGURE ] MOH: Testing feature 11/29: add_obv_daily
[2025-10-13T23:42:57.854344] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_obv_daily']
[2025-10-13T23:42:57.974032] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:42:58.097419] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:42:58.223246] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:58.357920] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:42:58.509558] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:42:58.674912] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:42:58.840579] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:42:59.025215] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:42:59.217994] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:42:59.376287] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:42:59.376509] [INFO ] [CONFIGURE ] MOH: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:42:59.376610] [INFO ] [CONFIGURE ] JOB ETA: 9.7m | Avg: 1.5s/test | Remaining: 387 tests
[2025-10-13T23:42:59.376713] [INFO ] [CONFIGURE ] MOH: Testing feature 12/29: add_obv_interval
[2025-10-13T23:42:59.376778] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_obv_interval']
[2025-10-13T23:42:59.543299] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:42:59.681485] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:42:59.839921] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:42:59.969366] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:00.099673] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:00.229366] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:00.361083] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:00.494829] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:00.626603] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:00.755233] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:00.755421] [INFO ] [CONFIGURE ] MOH: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:43:00.755467] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 386 tests
[2025-10-13T23:43:00.755505] [INFO ] [CONFIGURE ] MOH: Testing feature 13/29: add_opening_strength
[2025-10-13T23:43:00.755540] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:43:00.889221] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:01.019613] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:01.153597] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:01.295457] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:01.440575] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:43:01.565941] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:01.691029] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:01.820682] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:01.946076] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:02.070428] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:02.070576] [INFO ] [CONFIGURE ] MOH: DISCARDED add_opening_strength (score: 80.00%)
[2025-10-13T23:43:02.070622] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 385 tests
[2025-10-13T23:43:02.070688] [INFO ] [CONFIGURE ] MOH: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:43:02.070735] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:43:02.202258] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:02.342768] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:02.494519] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:02.647364] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:02.806620] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:02.966351] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:03.122465] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:03.286888] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:03.453553] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:03.615169] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:03.615428] [INFO ] [CONFIGURE ] MOH: KEPT add_order_flow_imbalance (score: 90.00%)
[2025-10-13T23:43:03.615496] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 384 tests
[2025-10-13T23:43:03.615537] [INFO ] [CONFIGURE ] MOH: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:43:03.615569] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_morning_momentum']
[2025-10-13T23:43:03.780961] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:03.951053] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:04.113938] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:04.277193] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:04.421219] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:04.559616] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:04.725483] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:04.864572] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:05.005561] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:05.144778] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:05.144939] [INFO ] [CONFIGURE ] MOH: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:43:05.145008] [INFO ] [CONFIGURE ] JOB ETA: 9.6m | Avg: 1.5s/test | Remaining: 383 tests
[2025-10-13T23:43:05.145067] [INFO ] [CONFIGURE ] MOH: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:43:05.145157] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_overnight_gap']
[2025-10-13T23:43:05.286802] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:05.441928] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:05.586384] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:05.729255] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:05.871517] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:06.015480] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:06.175843] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:06.327743] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:06.473355] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:06.617459] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:06.617699] [INFO ] [CONFIGURE ] MOH: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:43:06.617759] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 382 tests
[2025-10-13T23:43:06.617797] [INFO ] [CONFIGURE ] MOH: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:43:06.617830] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_return_2d']
[2025-10-13T23:43:06.767071] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:06.914904] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:07.061780] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:07.208375] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:07.355781] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:07.512612] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:07.671002] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:07.840427] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:08.008893] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:08.161677] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:08.161871] [INFO ] [CONFIGURE ] MOH: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:43:08.161934] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 381 tests
[2025-10-13T23:43:08.161972] [INFO ] [CONFIGURE ] MOH: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:43:08.162004] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_volatility_5d']
[2025-10-13T23:43:08.296250] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:08.446267] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:08.580438] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:08.715129] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:08.851177] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:08.990630] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:09.126607] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:09.262836] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:09.398446] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:09.535632] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:09.535812] [INFO ] [CONFIGURE ] MOH: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:43:09.535874] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 380 tests
[2025-10-13T23:43:09.535912] [INFO ] [CONFIGURE ] MOH: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:43:09.535944] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_pbf_vs_sma_5']
[2025-10-13T23:43:09.672876] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:09.806322] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:09.940364] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:10.074310] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:10.208925] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:10.348142] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:10.485170] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:10.620672] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:10.788954] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:10.925854] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:10.926001] [INFO ] [CONFIGURE ] MOH: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:43:10.926046] [INFO ] [CONFIGURE ] JOB ETA: 9.5m | Avg: 1.5s/test | Remaining: 379 tests
[2025-10-13T23:43:10.926080] [INFO ] [CONFIGURE ] MOH: Testing feature 20/29: add_price_rejection
[2025-10-13T23:43:10.926111] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_price_rejection']
[2025-10-13T23:43:11.068466] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:11.211170] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:11.353768] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:11.497956] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:11.643348] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:11.788569] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:11.934764] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:12.081284] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:12.228166] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:12.376489] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:12.376727] [INFO ] [CONFIGURE ] MOH: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:43:12.376783] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 378 tests
[2025-10-13T23:43:12.376820] [INFO ] [CONFIGURE ] MOH: Testing feature 21/29: add_range_position
[2025-10-13T23:43:12.376852] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_range_position']
[2025-10-13T23:43:12.527808] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:12.679766] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:12.831939] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:12.985295] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:13.137382] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:13.290513] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:13.443847] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:13.600168] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:13.776710] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:13.934137] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:13.934279] [INFO ] [CONFIGURE ] MOH: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:43:13.934323] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 377 tests
[2025-10-13T23:43:13.934379] [INFO ] [CONFIGURE ] MOH: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:43:13.934411] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_realized_volatility']
[2025-10-13T23:43:14.099523] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:14.284220] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:14.462447] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:14.634428] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:14.807964] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:14.981955] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:15.163852] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:43:15.350494] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:43:15.530866] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:15.712139] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:15.712327] [INFO ] [CONFIGURE ] MOH: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:43:15.712374] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 376 tests
[2025-10-13T23:43:15.712414] [INFO ] [CONFIGURE ] MOH: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:43:15.712448] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_recent_range_context']
[2025-10-13T23:43:15.859170] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:16.000976] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:16.141287] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:16.281272] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:16.422791] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:16.564981] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:16.708960] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:16.866183] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:17.008721] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:17.146719] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:17.146873] [INFO ] [CONFIGURE ] MOH: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-13T23:43:17.146917] [INFO ] [CONFIGURE ] JOB ETA: 9.4m | Avg: 1.5s/test | Remaining: 375 tests
[2025-10-13T23:43:17.146952] [INFO ] [CONFIGURE ] MOH: Testing feature 24/29: add_rsi
[2025-10-13T23:43:17.146985] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_ema', 'add_rsi']
[2025-10-13T23:43:17.300612] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:17.454911] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:17.608794] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:17.764259] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:17.926437] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:18.084267] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:18.242368] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:18.400711] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:18.559793] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:18.720096] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:18.720248] [INFO ] [CONFIGURE ] MOH: DISCARDED add_rsi (score: 80.00%)
[2025-10-13T23:43:18.720292] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 374 tests
[2025-10-13T23:43:18.720326] [INFO ] [CONFIGURE ] MOH: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:43:18.720357] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_tick_distribution']
[2025-10-13T23:43:18.850347] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:18.981933] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:19.114018] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:19.245231] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:19.377385] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:19.510168] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:19.644482] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:19.779932] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:19.915894] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:20.050122] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:20.050265] [INFO ] [CONFIGURE ] MOH: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:43:20.050308] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 373 tests
[2025-10-13T23:43:20.050341] [INFO ] [CONFIGURE ] MOH: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:43:20.050371] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_volume_momentum_confirmation']
[2025-10-13T23:43:20.183335] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:20.318223] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:20.460186] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:43:20.602410] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:20.744046] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:20.884639] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:21.026729] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:21.169661] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:43:21.314724] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:21.458596] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:21.458771] [INFO ] [CONFIGURE ] MOH: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:43:21.458821] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 372 tests
[2025-10-13T23:43:21.458856] [INFO ] [CONFIGURE ] MOH: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:43:21.458909] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_volume_price_divergence']
[2025-10-13T23:43:21.606885] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:21.756713] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:21.907016] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:22.057343] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:22.209179] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:22.359837] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:22.510875] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:22.666217] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:22.821722] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:22.976445] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:22.976619] [INFO ] [CONFIGURE ] MOH: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:43:22.976700] [INFO ] [CONFIGURE ] JOB ETA: 9.3m | Avg: 1.5s/test | Remaining: 371 tests
[2025-10-13T23:43:22.976749] [INFO ] [CONFIGURE ] MOH: Testing feature 28/29: add_volume_profile
[2025-10-13T23:43:22.976783] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_volume_profile']
[2025-10-13T23:43:23.134605] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:43:23.280807] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:43:23.427220] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:23.578242] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:23.738288] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:23.883815] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:24.030747] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:24.174501] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:24.319616] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:24.470571] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:43:24.470750] [INFO ] [CONFIGURE ] MOH: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:43:24.470804] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 370 tests
[2025-10-13T23:43:24.470839] [INFO ] [CONFIGURE ] MOH: Testing feature 29/29: add_vwap
[2025-10-13T23:43:24.470869] [INFO ] [CONFIGURE ] MOH: Testing with features: ['add_daily_returns', 'add_order_flow_imbalance', 'add_vwap']
[2025-10-13T23:43:24.613156] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-26, Predicted=0.0, Actual=1
[2025-10-13T23:43:24.756378] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:43:24.901250] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:43:25.046268] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:25.194768] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:43:25.341257] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:43:25.490817] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:43:25.640633] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:43:25.789672] [DEBUG] [FORECASTER] MOH: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:25.965582] [DEBUG] [FORECASTER] MOH: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:25.965746] [INFO ] [CONFIGURE ] MOH: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:43:25.965800] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 369 tests
[2025-10-13T23:43:25.965837] [INFO ] [CONFIGURE ] MOH: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:43:25.965867] [INFO ] [CONFIGURE ] MOH: Best accuracy: 90.00%
[2025-10-13T23:43:25.965897] [INFO ] [CONFIGURE ] MOH: Best feature set (2 features): ['add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:43:25.965927] [INFO ] [CONFIGURE ] MOH: Improvement over baseline: 30.00%
[2025-10-13T23:43:25.965954] [INFO ] [CONFIGURE ] MOH: Total time: 41.8 seconds
[2025-10-13T23:43:25.965981] [INFO ] [CONFIGURE ] MOH: Average time per feature: 1.4 seconds
[2025-10-13T23:43:25.966008] [INFO ] [CONFIGURE ] MOH: Average speed: 0.69 features/sec
[2025-10-13T23:43:25.966625] [INFO ] [LOCAL     ] Saved configuration for MOH: 2 features, 90.00% accuracy -> ./output/feature-sets/MOH.json
[2025-10-13T23:43:25.966713] [INFO ] [CONFIGURE ] MOH: Configuration saved successfully: 2 features, 90.00% accuracy.
[2025-10-13T23:43:25.966770] [INFO ] [sig       ] [79/91] Successfully configured MOH | 0.02 sym/s | Total: 58.1m | ETA: 8.8m
[2025-10-13T23:43:25.966826] [INFO ] [sig       ] [80/91] Configuring MPC...
[2025-10-13T23:43:25.966859] [INFO ] [CONFIGURE ] MPC: Configurate test run.
[2025-10-13T23:43:25.966916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPC' from 'https://tdm.silogroup.org/data/derivative_storage/MPC.csv'.
[2025-10-13T23:43:25.979236] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPC'.
[2025-10-13T23:43:25.979515] [INFO ] [CONFIGURE ] MPC: Testing with 29 available features
[2025-10-13T23:43:25.979570] [INFO ] [CONFIGURE ] MPC: Establishing baseline with no features...
[2025-10-13T23:43:26.084472] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:26.189200] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:26.295957] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:26.402709] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:26.512937] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:26.622767] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:43:26.733636] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:26.842132] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:43:26.956905] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:27.078453] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:27.078630] [INFO ] [CONFIGURE ] MPC: Baseline score (no features): 20.00%
[2025-10-13T23:43:27.078711] [INFO ] [CONFIGURE ] MPC: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:43:27.078755] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:43:27.198298] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:27.316189] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:27.434628] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:27.553277] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:27.672873] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:27.792223] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:43:27.912215] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:28.035915] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:43:28.159860] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:28.283540] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:28.283717] [INFO ] [CONFIGURE ] MPC: KEPT add_bollinger_bands (score: 30.00%)
[2025-10-13T23:43:28.283772] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 368 tests
[2025-10-13T23:43:28.283809] [INFO ] [CONFIGURE ] MPC: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:43:28.283840] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:43:28.419217] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:28.562459] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:28.699113] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:28.836603] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:28.997086] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:29.134278] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:29.275153] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:29.415139] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:29.557623] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:29.699058] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:29.699204] [INFO ] [CONFIGURE ] MPC: KEPT add_cumulative_delta (score: 50.00%)
[2025-10-13T23:43:29.699248] [INFO ] [CONFIGURE ] JOB ETA: 9.2m | Avg: 1.5s/test | Remaining: 367 tests
[2025-10-13T23:43:29.699282] [INFO ] [CONFIGURE ] MPC: Testing feature 3/29: add_daily_returns
[2025-10-13T23:43:29.699313] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:43:29.839747] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:29.983927] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:30.125899] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:30.268353] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:30.415263] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:43:30.559778] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:30.702805] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:30.847269] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:30.994033] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:31.141226] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:31.141427] [INFO ] [CONFIGURE ] MPC: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:43:31.141472] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 366 tests
[2025-10-13T23:43:31.141562] [INFO ] [CONFIGURE ] MPC: Testing feature 4/29: add_ema
[2025-10-13T23:43:31.141615] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_ema']
[2025-10-13T23:43:31.297073] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:31.453216] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:31.607669] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:31.764672] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:31.923483] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:32.089100] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:32.249735] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:32.408106] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:32.569605] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:32.736713] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:32.736917] [INFO ] [CONFIGURE ] MPC: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:43:32.736963] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 365 tests
[2025-10-13T23:43:32.737003] [INFO ] [CONFIGURE ] MPC: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:43:32.737037] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:43:32.897905] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:33.058895] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:33.219775] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:33.381787] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:33.544980] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:33.710554] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:33.868298] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:34.025938] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:34.183631] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:34.342567] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:34.342796] [INFO ] [CONFIGURE ] MPC: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:43:34.342848] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 364 tests
[2025-10-13T23:43:34.342886] [INFO ] [CONFIGURE ] MPC: Testing feature 6/29: add_failed_moves
[2025-10-13T23:43:34.342918] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:43:34.478268] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:34.613368] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:34.748825] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:34.884821] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:35.048895] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:35.185193] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:35.321000] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:35.473771] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:35.622410] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:35.766875] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:35.767048] [INFO ] [CONFIGURE ] MPC: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:43:35.767091] [INFO ] [CONFIGURE ] JOB ETA: 9.1m | Avg: 1.5s/test | Remaining: 363 tests
[2025-10-13T23:43:35.767128] [INFO ] [CONFIGURE ] MPC: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:43:35.767161] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:43:35.900885] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:36.039389] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:36.173953] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:36.310308] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:36.450841] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:43:36.614594] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:36.776839] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:36.941517] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:37.103714] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:37.264369] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:37.264566] [INFO ] [CONFIGURE ] MPC: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:43:37.264636] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 362 tests
[2025-10-13T23:43:37.264726] [INFO ] [CONFIGURE ] MPC: Testing feature 8/29: add_macd
[2025-10-13T23:43:37.264766] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:43:37.450974] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:37.626419] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:37.805715] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:37.976611] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:38.151998] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:38.329628] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:38.508610] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:38.676579] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:38.847790] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:39.022215] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:39.022397] [INFO ] [CONFIGURE ] MPC: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:43:39.022444] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 361 tests
[2025-10-13T23:43:39.022479] [INFO ] [CONFIGURE ] MPC: Testing feature 9/29: add_mfi
[2025-10-13T23:43:39.022512] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_mfi']
[2025-10-13T23:43:39.167138] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:39.311710] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:39.457833] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:39.602372] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:39.755855] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:39.903102] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:40.051199] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:40.198634] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:40.350015] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:40.503232] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:40.503423] [INFO ] [CONFIGURE ] MPC: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:43:40.503487] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 360 tests
[2025-10-13T23:43:40.503525] [INFO ] [CONFIGURE ] MPC: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:43:40.503558] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:43:40.662292] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:40.827387] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:40.999476] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:41.174830] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:41.346120] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:41.512545] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:41.679336] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:41.855314] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:42.027661] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:42.199066] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:42.199249] [INFO ] [CONFIGURE ] MPC: KEPT add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:43:42.199311] [INFO ] [CONFIGURE ] JOB ETA: 9.0m | Avg: 1.5s/test | Remaining: 359 tests
[2025-10-13T23:43:42.199348] [INFO ] [CONFIGURE ] MPC: Testing feature 11/29: add_obv_daily
[2025-10-13T23:43:42.199381] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:43:42.368309] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:42.542457] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:42.713788] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:42.884306] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:43.057870] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:43.229622] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:43:43.405571] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:43.579608] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:43.757400] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:43.936869] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:43.937068] [INFO ] [CONFIGURE ] MPC: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:43:43.937139] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 358 tests
[2025-10-13T23:43:43.937198] [INFO ] [CONFIGURE ] MPC: Testing feature 12/29: add_obv_interval
[2025-10-13T23:43:43.937233] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:43:44.139837] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:44.310458] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:44.480419] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:44.650230] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:44.825757] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:43:44.997070] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:45.166948] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:45.338747] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:45.516199] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:45.689579] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:45.689826] [INFO ] [CONFIGURE ] MPC: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:43:45.689891] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 357 tests
[2025-10-13T23:43:45.689931] [INFO ] [CONFIGURE ] MPC: Testing feature 13/29: add_opening_strength
[2025-10-13T23:43:45.689964] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:43:45.871285] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:46.056051] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:46.245045] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:46.429657] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:46.617846] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:43:46.810897] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:46.999505] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:47.214251] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:47.404056] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:43:47.603265] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:47.603594] [INFO ] [CONFIGURE ] MPC: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:43:47.603709] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 356 tests
[2025-10-13T23:43:47.603774] [INFO ] [CONFIGURE ] MPC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:43:47.603850] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:43:47.806639] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:48.002509] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:48.201166] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:48.401118] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:48.597789] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:48.796665] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:49.005542] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:49.209004] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:49.410807] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:49.609777] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:49.609969] [INFO ] [CONFIGURE ] MPC: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:43:49.610014] [INFO ] [CONFIGURE ] JOB ETA: 8.9m | Avg: 1.5s/test | Remaining: 355 tests
[2025-10-13T23:43:49.610053] [INFO ] [CONFIGURE ] MPC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:43:49.610086] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-13T23:43:49.797409] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:49.978624] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:50.163615] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:50.350386] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:50.535559] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:43:50.726511] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:50.916583] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:51.111445] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:51.307084] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:51.504597] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:51.504862] [INFO ] [CONFIGURE ] MPC: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:43:51.504927] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 354 tests
[2025-10-13T23:43:51.504968] [INFO ] [CONFIGURE ] MPC: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:43:51.505000] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:43:51.730283] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:43:52.002329] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:52.224942] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:52.489885] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:52.675753] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:52.858551] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:53.039545] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:53.251188] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:53.434129] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:53.617131] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:53.617321] [INFO ] [CONFIGURE ] MPC: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:43:53.617365] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 353 tests
[2025-10-13T23:43:53.617402] [INFO ] [CONFIGURE ] MPC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:43:53.617435] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-13T23:43:53.785659] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:53.952536] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:54.120933] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:54.289596] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:54.456241] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:54.626593] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:54.798147] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:54.969622] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:55.140340] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:55.312729] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:55.312861] [INFO ] [CONFIGURE ] MPC: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:43:55.312907] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 352 tests
[2025-10-13T23:43:55.312945] [INFO ] [CONFIGURE ] MPC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:43:55.312978] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-13T23:43:55.485367] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:55.660453] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:55.831392] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:56.001751] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:43:56.174893] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:56.367587] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:56.569815] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:56.749708] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:56.929629] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:57.108919] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:57.109126] [INFO ] [CONFIGURE ] MPC: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:43:57.109177] [INFO ] [CONFIGURE ] JOB ETA: 8.8m | Avg: 1.5s/test | Remaining: 351 tests
[2025-10-13T23:43:57.109214] [INFO ] [CONFIGURE ] MPC: Testing feature 20/29: add_price_rejection
[2025-10-13T23:43:57.109247] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-13T23:43:57.290377] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:57.474009] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:57.654564] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:43:57.829309] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:58.005621] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:43:58.180087] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:43:58.354501] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:43:58.530950] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:43:58.708675] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:43:58.888528] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:43:58.888729] [INFO ] [CONFIGURE ] MPC: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:43:58.888785] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 350 tests
[2025-10-13T23:43:58.888820] [INFO ] [CONFIGURE ] MPC: Testing feature 21/29: add_range_position
[2025-10-13T23:43:58.888852] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-13T23:43:59.069906] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:43:59.257671] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:43:59.449477] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:43:59.644451] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:43:59.837801] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:00.033491] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:00.223779] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:00.418854] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:00.617524] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:00.814694] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:00.814865] [INFO ] [CONFIGURE ] MPC: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:44:00.814916] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 349 tests
[2025-10-13T23:44:00.814951] [INFO ] [CONFIGURE ] MPC: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:44:00.814982] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_realized_volatility']
[2025-10-13T23:44:01.009913] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:01.211115] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:01.417733] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:01.633985] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:44:01.849140] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:02.062073] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:02.297835] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:02.523967] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:02.750814] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:02.973298] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:02.973526] [INFO ] [CONFIGURE ] MPC: DISCARDED add_realized_volatility (score: 40.00%)
[2025-10-13T23:44:02.973574] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 348 tests
[2025-10-13T23:44:02.973613] [INFO ] [CONFIGURE ] MPC: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:44:02.973672] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_recent_range_context']
[2025-10-13T23:44:03.170609] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:03.366218] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:03.549295] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:03.731478] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:03.915733] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:04.102067] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:04.295218] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:04.489559] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:04.682152] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:04.870092] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:04.870256] [INFO ] [CONFIGURE ] MPC: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:44:04.870301] [INFO ] [CONFIGURE ] JOB ETA: 8.7m | Avg: 1.5s/test | Remaining: 347 tests
[2025-10-13T23:44:04.870336] [INFO ] [CONFIGURE ] MPC: Testing feature 24/29: add_rsi
[2025-10-13T23:44:04.870425] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_ema', 'add_rsi']
[2025-10-13T23:44:05.079939] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:05.284849] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:05.500286] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:05.706212] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:05.913868] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:06.121236] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:06.340882] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:06.556815] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:06.784509] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:06.997134] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:06.997349] [INFO ] [CONFIGURE ] MPC: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:44:06.997395] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 346 tests
[2025-10-13T23:44:06.997433] [INFO ] [CONFIGURE ] MPC: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:44:06.997525] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_tick_distribution']
[2025-10-13T23:44:07.179981] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:07.364987] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:07.546231] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:07.729868] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:44:07.916052] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:08.100398] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:08.284831] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:08.479665] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:08.668870] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:08.863713] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:08.863904] [INFO ] [CONFIGURE ] MPC: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:44:08.863948] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 345 tests
[2025-10-13T23:44:08.863983] [INFO ] [CONFIGURE ] MPC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:44:08.864016] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_momentum_confirmation']
[2025-10-13T23:44:09.053674] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:09.246980] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:09.433723] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:09.619606] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:44:09.809192] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:44:09.995394] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:10.184530] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:10.380602] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:10.570186] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:10.760726] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:10.760940] [INFO ] [CONFIGURE ] MPC: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:44:10.760986] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 344 tests
[2025-10-13T23:44:10.761022] [INFO ] [CONFIGURE ] MPC: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:44:10.761053] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_price_divergence']
[2025-10-13T23:44:10.954002] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:11.152121] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:11.343452] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:11.548081] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:11.754964] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:11.972723] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:12.174571] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:12.371905] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:12.582347] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:12.786564] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:12.786765] [INFO ] [CONFIGURE ] MPC: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:44:12.786820] [INFO ] [CONFIGURE ] JOB ETA: 8.6m | Avg: 1.5s/test | Remaining: 343 tests
[2025-10-13T23:44:12.786856] [INFO ] [CONFIGURE ] MPC: Testing feature 28/29: add_volume_profile
[2025-10-13T23:44:12.786887] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_volume_profile']
[2025-10-13T23:44:12.973073] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:13.154981] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:13.339700] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:13.522129] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:44:13.704714] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:13.888796] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:14.074313] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:14.261435] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:14.449945] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:14.634402] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:14.634603] [INFO ] [CONFIGURE ] MPC: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:44:14.634687] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 342 tests
[2025-10-13T23:44:14.634739] [INFO ] [CONFIGURE ] MPC: Testing feature 29/29: add_vwap
[2025-10-13T23:44:14.634774] [INFO ] [CONFIGURE ] MPC: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_vwap']
[2025-10-13T23:44:14.820349] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:15.002017] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:15.185756] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:15.372931] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:15.557946] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:44:15.743957] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:44:15.931677] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:44:16.133588] [DEBUG] [FORECASTER] MPC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:16.330027] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:16.521303] [DEBUG] [FORECASTER] MPC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:16.521553] [INFO ] [CONFIGURE ] MPC: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:44:16.521677] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 341 tests
[2025-10-13T23:44:16.521737] [INFO ] [CONFIGURE ] MPC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:44:16.521772] [INFO ] [CONFIGURE ] MPC: Best accuracy: 60.00%
[2025-10-13T23:44:16.521806] [INFO ] [CONFIGURE ] MPC: Best feature set (4 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:44:16.521835] [INFO ] [CONFIGURE ] MPC: Improvement over baseline: 40.00%
[2025-10-13T23:44:16.521862] [INFO ] [CONFIGURE ] MPC: Total time: 49.4 seconds
[2025-10-13T23:44:16.521891] [INFO ] [CONFIGURE ] MPC: Average time per feature: 1.8 seconds
[2025-10-13T23:44:16.521920] [INFO ] [CONFIGURE ] MPC: Average speed: 0.59 features/sec
[2025-10-13T23:44:16.522673] [INFO ] [LOCAL     ] Saved configuration for MPC: 4 features, 60.00% accuracy -> ./output/feature-sets/MPC.json
[2025-10-13T23:44:16.522730] [INFO ] [CONFIGURE ] MPC: Configuration saved successfully: 4 features, 60.00% accuracy.
[2025-10-13T23:44:16.522790] [INFO ] [sig       ] [80/91] Successfully configured MPC | 0.02 sym/s | Total: 59.0m | ETA: 8.1m
[2025-10-13T23:44:16.522859] [INFO ] [sig       ] [81/91] Configuring MPLX...
[2025-10-13T23:44:16.522914] [INFO ] [CONFIGURE ] MPLX: Configurate test run.
[2025-10-13T23:44:16.522975] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPLX' from 'https://tdm.silogroup.org/data/derivative_storage/MPLX.csv'.
[2025-10-13T23:44:16.536191] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPLX'.
[2025-10-13T23:44:16.536675] [INFO ] [CONFIGURE ] MPLX: Testing with 29 available features
[2025-10-13T23:44:16.536734] [INFO ] [CONFIGURE ] MPLX: Establishing baseline with no features...
[2025-10-13T23:44:16.645679] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:16.752144] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:16.858218] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:16.964311] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:17.073729] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:17.183545] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:17.298276] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:44:17.416622] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:17.564839] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:17.678313] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:17.678478] [INFO ] [CONFIGURE ] MPLX: Baseline score (no features): 30.00%
[2025-10-13T23:44:17.678525] [INFO ] [CONFIGURE ] MPLX: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:44:17.678559] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:44:17.798849] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:17.918626] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.036933] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.166027] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:18.301561] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.443773] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.572397] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.718975] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:18.843143] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:18.973441] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:18.973666] [INFO ] [CONFIGURE ] MPLX: KEPT add_bollinger_bands (score: 40.00%)
[2025-10-13T23:44:18.973729] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 340 tests
[2025-10-13T23:44:18.973767] [INFO ] [CONFIGURE ] MPLX: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:44:18.973798] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:44:19.109324] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:19.247411] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:19.380394] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:19.514127] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:19.650166] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:19.790888] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:19.926242] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:44:20.066834] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:20.228459] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:20.386049] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:20.386274] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:44:20.386323] [INFO ] [CONFIGURE ] JOB ETA: 8.5m | Avg: 1.5s/test | Remaining: 339 tests
[2025-10-13T23:44:20.386360] [INFO ] [CONFIGURE ] MPLX: Testing feature 3/29: add_daily_returns
[2025-10-13T23:44:20.386392] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:44:20.514074] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:20.641808] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:20.771389] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:20.900687] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:21.026308] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:21.151206] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:21.276548] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:21.402124] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:21.528355] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:21.659220] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:21.659429] [INFO ] [CONFIGURE ] MPLX: KEPT add_daily_returns (score: 50.00%)
[2025-10-13T23:44:21.659498] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 338 tests
[2025-10-13T23:44:21.659556] [INFO ] [CONFIGURE ] MPLX: Testing feature 4/29: add_ema
[2025-10-13T23:44:21.659591] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-13T23:44:21.799664] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:21.942061] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:22.082936] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:22.225203] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:22.370335] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:22.518881] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:22.670155] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:22.815148] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:22.963302] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:23.117978] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:23.118186] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:44:23.118238] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 337 tests
[2025-10-13T23:44:23.118273] [INFO ] [CONFIGURE ] MPLX: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:44:23.118304] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:44:23.269840] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:23.421470] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:23.573936] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:23.725527] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:23.878526] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:24.030351] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:24.183558] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:24.339172] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:24.499445] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:24.656888] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:24.657071] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_exhaustion_signals (score: 40.00%)
[2025-10-13T23:44:24.657134] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 336 tests
[2025-10-13T23:44:24.657176] [INFO ] [CONFIGURE ] MPLX: Testing feature 6/29: add_failed_moves
[2025-10-13T23:44:24.657208] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T23:44:24.789050] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:24.918196] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:25.046848] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:25.182783] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:25.337394] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:25.484712] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:25.634527] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:25.784515] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:25.943459] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:26.131007] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:26.131286] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:44:26.131363] [INFO ] [CONFIGURE ] JOB ETA: 8.4m | Avg: 1.5s/test | Remaining: 335 tests
[2025-10-13T23:44:26.131410] [INFO ] [CONFIGURE ] MPLX: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:44:26.131446] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:44:26.259036] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:26.388364] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:26.523287] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:26.688427] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:26.824578] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:26.963235] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:27.106139] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:27.253613] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:27.417008] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:27.574429] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:27.574713] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:44:27.574794] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 334 tests
[2025-10-13T23:44:27.574856] [INFO ] [CONFIGURE ] MPLX: Testing feature 8/29: add_macd
[2025-10-13T23:44:27.574896] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:44:27.755235] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:27.935622] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:28.117677] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:28.295320] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:28.478031] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:28.673517] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:28.854183] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:29.036516] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:29.218911] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:29.415510] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:29.415843] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:44:29.415907] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 333 tests
[2025-10-13T23:44:29.415954] [INFO ] [CONFIGURE ] MPLX: Testing feature 9/29: add_mfi
[2025-10-13T23:44:29.415990] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_mfi']
[2025-10-13T23:44:29.576110] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:29.748526] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:29.905336] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:30.057379] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:30.216838] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:30.373940] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:30.526340] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:30.689608] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:30.850814] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:31.020779] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:31.021090] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:44:31.021147] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 332 tests
[2025-10-13T23:44:31.021187] [INFO ] [CONFIGURE ] MPLX: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:44:31.021225] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:44:31.197197] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:31.369542] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:31.536399] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:31.708150] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:31.896795] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:32.080390] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:32.251467] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:32.424538] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:32.606312] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:32.797938] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:32.798273] [INFO ] [CONFIGURE ] MPLX: KEPT add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:44:32.798353] [INFO ] [CONFIGURE ] JOB ETA: 8.3m | Avg: 1.5s/test | Remaining: 331 tests
[2025-10-13T23:44:32.798428] [INFO ] [CONFIGURE ] MPLX: Testing feature 11/29: add_obv_daily
[2025-10-13T23:44:32.798480] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_daily']
[2025-10-13T23:44:32.985680] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:33.181522] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:33.367527] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:33.548276] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:33.738499] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:33.936794] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:34.135673] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:34.320688] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:34.506377] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:34.689565] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:34.690029] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_obv_daily (score: 50.00%)
[2025-10-13T23:44:34.690096] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 330 tests
[2025-10-13T23:44:34.690138] [INFO ] [CONFIGURE ] MPLX: Testing feature 12/29: add_obv_interval
[2025-10-13T23:44:34.690217] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_obv_interval']
[2025-10-13T23:44:34.872981] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:35.047950] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:35.231487] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:35.420480] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:35.615781] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:35.830407] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:36.013558] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:36.201888] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:36.385239] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:36.563572] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:36.563914] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T23:44:36.563969] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 329 tests
[2025-10-13T23:44:36.564010] [INFO ] [CONFIGURE ] MPLX: Testing feature 13/29: add_opening_strength
[2025-10-13T23:44:36.564043] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_opening_strength']
[2025-10-13T23:44:36.741876] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:36.923188] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:37.105129] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:37.304261] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:37.491446] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:37.675013] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:37.856675] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:44:38.040399] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:38.227759] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:38.428087] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:38.428485] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-13T23:44:38.428544] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 328 tests
[2025-10-13T23:44:38.428588] [INFO ] [CONFIGURE ] MPLX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:44:38.428624] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_order_flow_imbalance']
[2025-10-13T23:44:38.657320] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:38.873334] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:39.077722] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:39.283436] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:39.477688] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:39.678029] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:39.861844] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:40.056389] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:40.245093] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:40.432290] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:40.432490] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:44:40.432539] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 327 tests
[2025-10-13T23:44:40.432576] [INFO ] [CONFIGURE ] MPLX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:44:40.432610] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_overnight_gap']
[2025-10-13T23:44:40.600502] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:40.764771] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:40.931542] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:41.099054] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:41.270034] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:41.437355] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:41.616540] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:41.800174] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:42.008018] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:42.191804] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:42.191982] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:44:42.192028] [INFO ] [CONFIGURE ] JOB ETA: 8.2m | Avg: 1.5s/test | Remaining: 326 tests
[2025-10-13T23:44:42.192063] [INFO ] [CONFIGURE ] MPLX: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:44:42.192096] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_return_2d']
[2025-10-13T23:44:42.372539] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:42.542340] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:42.718367] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:42.893314] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:43.069282] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:44:43.243141] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:43.418377] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:43.597899] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:43.775915] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:43.954728] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:43.954918] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:44:43.954964] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 325 tests
[2025-10-13T23:44:43.954999] [INFO ] [CONFIGURE ] MPLX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:44:43.955031] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_volatility_5d']
[2025-10-13T23:44:44.116802] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:44.276764] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:44.465504] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:44.646280] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:44.838759] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:45.054419] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:45.274611] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:45.512366] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:45.688271] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:45.879685] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:45.879866] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:44:45.879911] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 324 tests
[2025-10-13T23:44:45.879946] [INFO ] [CONFIGURE ] MPLX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:44:45.879978] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_pbf_vs_sma_5']
[2025-10-13T23:44:46.059734] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:46.216517] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:46.375248] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:46.535191] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:46.696613] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:46.874255] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:47.056921] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:47.214274] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:47.374019] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:47.536442] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:47.536697] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:44:47.536774] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 323 tests
[2025-10-13T23:44:47.536835] [INFO ] [CONFIGURE ] MPLX: Testing feature 20/29: add_price_rejection
[2025-10-13T23:44:47.536892] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_price_rejection']
[2025-10-13T23:44:47.699930] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:47.856454] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:48.013346] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:48.170777] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:48.336711] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:48.496534] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:48.672036] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:44:48.837417] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:44:49.006784] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:44:49.172432] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:49.172590] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:44:49.172635] [INFO ] [CONFIGURE ] JOB ETA: 8.1m | Avg: 1.5s/test | Remaining: 322 tests
[2025-10-13T23:44:49.172710] [INFO ] [CONFIGURE ] MPLX: Testing feature 21/29: add_range_position
[2025-10-13T23:44:49.172750] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-13T23:44:49.341356] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:49.518215] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:49.731817] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:49.934566] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:50.133448] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:50.335408] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:50.541306] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:50.752205] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:50.993304] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:51.205297] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:51.205520] [INFO ] [CONFIGURE ] MPLX: KEPT add_range_position (score: 70.00%)
[2025-10-13T23:44:51.205588] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 321 tests
[2025-10-13T23:44:51.205628] [INFO ] [CONFIGURE ] MPLX: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:44:51.205708] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_realized_volatility']
[2025-10-13T23:44:51.437018] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:51.643477] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:51.879250] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:52.090449] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:52.304112] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:52.526770] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:52.742066] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:52.954841] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:53.169473] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:53.384844] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:53.385071] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:44:53.385136] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 320 tests
[2025-10-13T23:44:53.385174] [INFO ] [CONFIGURE ] MPLX: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:44:53.385206] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_recent_range_context']
[2025-10-13T23:44:53.585869] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:53.772397] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:53.969865] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:54.161407] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:54.362535] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:54.552638] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:54.752666] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:54.945870] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:55.139067] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:55.342923] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:44:55.343127] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:44:55.343202] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 319 tests
[2025-10-13T23:44:55.343262] [INFO ] [CONFIGURE ] MPLX: Testing feature 24/29: add_rsi
[2025-10-13T23:44:55.343298] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_ema', 'add_rsi']
[2025-10-13T23:44:55.552057] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:44:55.757885] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:55.960282] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:56.163043] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:56.366015] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:56.565884] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:56.771334] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:56.976440] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:57.196151] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:57.416340] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:57.416538] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:44:57.416626] [INFO ] [CONFIGURE ] JOB ETA: 8.0m | Avg: 1.5s/test | Remaining: 318 tests
[2025-10-13T23:44:57.416714] [INFO ] [CONFIGURE ] MPLX: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:44:57.416764] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_tick_distribution']
[2025-10-13T23:44:57.604366] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:57.785268] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:57.959901] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:58.139149] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:44:58.316410] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:44:58.493300] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:44:58.677837] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:44:58.867040] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:44:59.052100] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:44:59.250793] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:44:59.251020] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:44:59.251069] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 317 tests
[2025-10-13T23:44:59.251106] [INFO ] [CONFIGURE ] MPLX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:44:59.251139] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_volume_momentum_confirmation']
[2025-10-13T23:44:59.433015] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:44:59.618822] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:44:59.802474] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:44:59.985130] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:00.171808] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:45:00.382276] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:00.586190] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:45:00.784205] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:00.988027] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:45:01.204668] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:01.204957] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:45:01.205014] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 316 tests
[2025-10-13T23:45:01.205053] [INFO ] [CONFIGURE ] MPLX: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:45:01.205087] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_volume_price_divergence']
[2025-10-13T23:45:01.425518] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:01.633749] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:45:01.847104] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:02.078427] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:02.310697] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:45:02.549916] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:02.776349] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:45:03.008000] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:03.254104] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:03.493731] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:03.493979] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:45:03.494054] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 315 tests
[2025-10-13T23:45:03.494120] [INFO ] [CONFIGURE ] MPLX: Testing feature 28/29: add_volume_profile
[2025-10-13T23:45:03.494186] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_volume_profile']
[2025-10-13T23:45:03.709219] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:03.922593] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:45:04.127850] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:04.327574] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:04.525476] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:45:04.711447] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:04.894434] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:45:05.077720] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:05.264531] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:05.454234] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:05.454400] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:45:05.454446] [INFO ] [CONFIGURE ] JOB ETA: 7.9m | Avg: 1.5s/test | Remaining: 314 tests
[2025-10-13T23:45:05.454480] [INFO ] [CONFIGURE ] MPLX: Testing feature 29/29: add_vwap
[2025-10-13T23:45:05.454512] [INFO ] [CONFIGURE ] MPLX: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position', 'add_vwap']
[2025-10-13T23:45:05.637038] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:05.823424] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-29, Predicted=1.0, Actual=0
[2025-10-13T23:45:06.006185] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:06.187718] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:06.377313] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:45:06.565164] [DEBUG] [FORECASTER] MPLX: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:06.751686] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:45:06.941430] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:07.134811] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:07.332059] [DEBUG] [FORECASTER] MPLX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:07.332296] [INFO ] [CONFIGURE ] MPLX: DISCARDED add_vwap (score: 60.00%)
[2025-10-13T23:45:07.332387] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 313 tests
[2025-10-13T23:45:07.332443] [INFO ] [CONFIGURE ] MPLX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:45:07.332478] [INFO ] [CONFIGURE ] MPLX: Best accuracy: 70.00%
[2025-10-13T23:45:07.332514] [INFO ] [CONFIGURE ] MPLX: Best feature set (5 features): ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration', 'add_range_position']
[2025-10-13T23:45:07.332546] [INFO ] [CONFIGURE ] MPLX: Improvement over baseline: 40.00%
[2025-10-13T23:45:07.332575] [INFO ] [CONFIGURE ] MPLX: Total time: 49.7 seconds
[2025-10-13T23:45:07.332603] [INFO ] [CONFIGURE ] MPLX: Average time per feature: 1.8 seconds
[2025-10-13T23:45:07.332632] [INFO ] [CONFIGURE ] MPLX: Average speed: 0.58 features/sec
[2025-10-13T23:45:07.333347] [INFO ] [LOCAL     ] Saved configuration for MPLX: 5 features, 70.00% accuracy -> ./output/feature-sets/MPLX.json
[2025-10-13T23:45:07.333403] [INFO ] [CONFIGURE ] MPLX: Configuration saved successfully: 5 features, 70.00% accuracy.
[2025-10-13T23:45:07.333463] [INFO ] [sig       ] [81/91] Successfully configured MPLX | 0.02 sym/s | Total: 59.8m | ETA: 7.4m
[2025-10-13T23:45:07.333532] [INFO ] [sig       ] [82/91] Configuring MVO...
[2025-10-13T23:45:07.333588] [INFO ] [CONFIGURE ] MVO: Configurate test run.
[2025-10-13T23:45:07.333668] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVO' from 'https://tdm.silogroup.org/data/derivative_storage/MVO.csv'.
[2025-10-13T23:45:07.345238] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVO'.
[2025-10-13T23:45:07.345513] [INFO ] [CONFIGURE ] MVO: Testing with 29 available features
[2025-10-13T23:45:07.345582] [INFO ] [CONFIGURE ] MVO: Establishing baseline with no features...
[2025-10-13T23:45:07.448494] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:07.550365] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:07.656873] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:07.759394] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:45:07.862444] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:07.965465] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:08.069807] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:08.172368] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:08.284061] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:08.391568] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:08.391759] [INFO ] [CONFIGURE ] MVO: Baseline score (no features): 50.00%
[2025-10-13T23:45:08.391813] [INFO ] [CONFIGURE ] MVO: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:45:08.391847] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:45:08.509672] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:08.626339] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:08.743116] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:08.860475] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:08.976310] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:09.091311] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:09.212715] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:09.332774] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:09.453749] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:09.573545] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:09.573762] [INFO ] [CONFIGURE ] MVO: KEPT add_bollinger_bands (score: 80.00%)
[2025-10-13T23:45:09.573816] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 312 tests
[2025-10-13T23:45:09.573853] [INFO ] [CONFIGURE ] MVO: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:45:09.573886] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:45:09.709237] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:09.841242] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:09.974359] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:10.108390] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:45:10.248948] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:10.384564] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:10.522402] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:10.672564] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:10.809895] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:10.955146] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:10.955339] [INFO ] [CONFIGURE ] MVO: DISCARDED add_cumulative_delta (score: 40.00%)
[2025-10-13T23:45:10.955385] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 311 tests
[2025-10-13T23:45:10.955421] [INFO ] [CONFIGURE ] MVO: Testing feature 3/29: add_daily_returns
[2025-10-13T23:45:10.955453] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:45:11.082629] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:11.211672] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.338816] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.464741] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.587517] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.710095] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.838384] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:11.963777] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:12.094215] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:12.224575] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:12.224778] [INFO ] [CONFIGURE ] MVO: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:45:12.224832] [INFO ] [CONFIGURE ] JOB ETA: 7.8m | Avg: 1.5s/test | Remaining: 310 tests
[2025-10-13T23:45:12.224869] [INFO ] [CONFIGURE ] MVO: Testing feature 4/29: add_ema
[2025-10-13T23:45:12.224902] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_ema']
[2025-10-13T23:45:12.354753] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:12.489199] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:12.623124] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:12.756877] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:12.890781] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:13.025197] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:13.156272] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:13.291990] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:13.428916] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:13.581896] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:13.582103] [INFO ] [CONFIGURE ] MVO: DISCARDED add_ema (score: 70.00%)
[2025-10-13T23:45:13.582182] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 309 tests
[2025-10-13T23:45:13.582241] [INFO ] [CONFIGURE ] MVO: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:45:13.582276] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:45:13.725385] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:13.885444] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:14.024961] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:14.165949] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:14.308088] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:14.450670] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:14.594506] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:14.736378] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:14.884208] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:15.035467] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:15.035696] [INFO ] [CONFIGURE ] MVO: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:45:15.035761] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 308 tests
[2025-10-13T23:45:15.035802] [INFO ] [CONFIGURE ] MVO: Testing feature 6/29: add_failed_moves
[2025-10-13T23:45:15.035836] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_failed_moves']
[2025-10-13T23:45:15.176906] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:15.316599] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:15.499955] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:15.643860] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:15.773976] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:15.901456] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:16.031384] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:16.164673] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:16.299548] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:16.434325] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:16.434497] [INFO ] [CONFIGURE ] MVO: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:45:16.434542] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 307 tests
[2025-10-13T23:45:16.434576] [INFO ] [CONFIGURE ] MVO: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:45:16.434607] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_lag_shelf']
[2025-10-13T23:45:16.554281] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:16.673935] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:16.795549] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:16.915474] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:17.036006] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:17.156842] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:17.279499] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:17.402885] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:17.527977] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:17.651263] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:17.651417] [INFO ] [CONFIGURE ] MVO: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:45:17.651460] [INFO ] [CONFIGURE ] JOB ETA: 7.7m | Avg: 1.5s/test | Remaining: 306 tests
[2025-10-13T23:45:17.651495] [INFO ] [CONFIGURE ] MVO: Testing feature 8/29: add_macd
[2025-10-13T23:45:17.651526] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_vwap', 'add_macd']
[2025-10-13T23:45:17.809984] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:17.970378] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:18.131006] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:18.287831] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:45:18.446001] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:18.605352] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:18.764212] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:18.927008] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:19.087149] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:19.255662] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:19.255882] [INFO ] [CONFIGURE ] MVO: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:45:19.255931] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 305 tests
[2025-10-13T23:45:19.255968] [INFO ] [CONFIGURE ] MVO: Testing feature 9/29: add_mfi
[2025-10-13T23:45:19.256002] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_mfi']
[2025-10-13T23:45:19.397858] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:19.542533] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:19.681199] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:19.818004] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:19.952836] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:20.088558] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:20.230374] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:20.372314] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:20.511574] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:20.652768] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:20.652963] [INFO ] [CONFIGURE ] MVO: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:45:20.653008] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 304 tests
[2025-10-13T23:45:20.653043] [INFO ] [CONFIGURE ] MVO: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:45:20.653074] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:45:20.803331] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:20.949955] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.097084] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.248555] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.399619] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.572631] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.723670] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:21.877446] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:22.035388] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:22.189759] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:22.189984] [INFO ] [CONFIGURE ] MVO: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:45:22.190031] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 303 tests
[2025-10-13T23:45:22.190066] [INFO ] [CONFIGURE ] MVO: Testing feature 11/29: add_obv_daily
[2025-10-13T23:45:22.190097] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_obv_daily']
[2025-10-13T23:45:22.335905] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:22.485265] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:22.613258] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:45:22.740856] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:22.875567] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:23.006077] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:23.136585] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:23.266038] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:23.395058] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:23.529275] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:23.529448] [INFO ] [CONFIGURE ] MVO: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:45:23.529497] [INFO ] [CONFIGURE ] JOB ETA: 7.6m | Avg: 1.5s/test | Remaining: 302 tests
[2025-10-13T23:45:23.529532] [INFO ] [CONFIGURE ] MVO: Testing feature 12/29: add_obv_interval
[2025-10-13T23:45:23.529564] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_obv_interval']
[2025-10-13T23:45:23.655807] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:23.791068] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:23.928904] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:24.056278] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:24.188439] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:24.317431] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:24.445501] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:45:24.599278] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:24.727307] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:24.861204] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:24.861350] [INFO ] [CONFIGURE ] MVO: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:45:24.861394] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 301 tests
[2025-10-13T23:45:24.861428] [INFO ] [CONFIGURE ] MVO: Testing feature 13/29: add_opening_strength
[2025-10-13T23:45:24.861472] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:45:24.995964] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:25.130334] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.264854] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.401096] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.544177] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.680111] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.816962] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:25.953564] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:26.091812] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:26.235779] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:26.235994] [INFO ] [CONFIGURE ] MVO: DISCARDED add_opening_strength (score: 60.00%)
[2025-10-13T23:45:26.236057] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 300 tests
[2025-10-13T23:45:26.236095] [INFO ] [CONFIGURE ] MVO: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:45:26.236127] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_order_flow_imbalance']
[2025-10-13T23:45:26.373935] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:26.512789] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:26.662434] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:26.808589] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:26.956074] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:27.098480] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:27.239208] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:45:27.380025] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:27.527754] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:27.673927] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:27.674098] [INFO ] [CONFIGURE ] MVO: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:45:27.674143] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 299 tests
[2025-10-13T23:45:27.674177] [INFO ] [CONFIGURE ] MVO: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:45:27.674208] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_morning_momentum']
[2025-10-13T23:45:27.795080] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:27.916019] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.037778] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.160718] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.288146] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.408929] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.526134] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:28.649399] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:28.772225] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:28.902056] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:28.902251] [INFO ] [CONFIGURE ] MVO: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:45:28.902302] [INFO ] [CONFIGURE ] JOB ETA: 7.5m | Avg: 1.5s/test | Remaining: 298 tests
[2025-10-13T23:45:28.902337] [INFO ] [CONFIGURE ] MVO: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:45:28.902370] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_overnight_gap']
[2025-10-13T23:45:29.038106] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:29.173522] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.304162] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.435843] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.572023] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.713435] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.848199] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:29.980485] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:30.113535] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:30.253025] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:30.253277] [INFO ] [CONFIGURE ] MVO: DISCARDED add_pbf_overnight_gap (score: 70.00%)
[2025-10-13T23:45:30.253359] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 297 tests
[2025-10-13T23:45:30.253419] [INFO ] [CONFIGURE ] MVO: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:45:30.253455] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_return_2d']
[2025-10-13T23:45:30.388402] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:30.527387] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:30.662012] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:30.795209] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:30.933463] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:31.066721] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:31.202845] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:31.336282] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:31.471133] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:31.611445] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:31.611674] [INFO ] [CONFIGURE ] MVO: DISCARDED add_pbf_return_2d (score: 70.00%)
[2025-10-13T23:45:31.611751] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 296 tests
[2025-10-13T23:45:31.611810] [INFO ] [CONFIGURE ] MVO: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:45:31.611846] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_volatility_5d']
[2025-10-13T23:45:31.732544] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:31.854026] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:31.973419] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:32.092415] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:32.213255] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:32.339542] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:32.462708] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:32.585273] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:32.703597] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:32.822473] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:32.822616] [INFO ] [CONFIGURE ] MVO: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:45:32.822690] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 295 tests
[2025-10-13T23:45:32.822739] [INFO ] [CONFIGURE ] MVO: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:45:32.822773] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_pbf_vs_sma_5']
[2025-10-13T23:45:32.941487] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:33.057607] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:33.175038] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:33.294289] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:33.417634] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:33.542372] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:33.684130] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:33.802879] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:33.922573] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:34.043549] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:34.043775] [INFO ] [CONFIGURE ] MVO: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:45:34.043852] [INFO ] [CONFIGURE ] JOB ETA: 7.4m | Avg: 1.5s/test | Remaining: 294 tests
[2025-10-13T23:45:34.043891] [INFO ] [CONFIGURE ] MVO: Testing feature 20/29: add_price_rejection
[2025-10-13T23:45:34.043999] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_price_rejection']
[2025-10-13T23:45:34.170571] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:34.301713] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:34.431190] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:34.559307] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:34.687008] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:34.814330] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:34.944051] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:35.077456] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:35.208420] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:35.337474] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:35.337675] [INFO ] [CONFIGURE ] MVO: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:45:35.337737] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 293 tests
[2025-10-13T23:45:35.337775] [INFO ] [CONFIGURE ] MVO: Testing feature 21/29: add_range_position
[2025-10-13T23:45:35.337807] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_range_position']
[2025-10-13T23:45:35.479587] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:35.623782] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:35.773124] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:35.918887] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:36.065577] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:36.212224] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:36.365477] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:45:36.514518] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:36.665962] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:36.818303] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:36.818518] [INFO ] [CONFIGURE ] MVO: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:45:36.818582] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 292 tests
[2025-10-13T23:45:36.818622] [INFO ] [CONFIGURE ] MVO: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:45:36.818685] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_realized_volatility']
[2025-10-13T23:45:36.978149] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:37.158456] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:37.320352] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:37.482461] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:37.644845] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:37.807998] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:37.984966] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:38.161397] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:38.321070] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:38.484200] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:38.484379] [INFO ] [CONFIGURE ] MVO: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:45:38.484423] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 291 tests
[2025-10-13T23:45:38.484458] [INFO ] [CONFIGURE ] MVO: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:45:38.484489] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_recent_range_context']
[2025-10-13T23:45:38.612532] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:38.741934] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:38.872291] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:39.007051] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:39.168809] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:39.327047] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:39.473281] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:39.601598] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:39.761226] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:39.890499] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:39.890742] [INFO ] [CONFIGURE ] MVO: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:45:39.890799] [INFO ] [CONFIGURE ] JOB ETA: 7.3m | Avg: 1.5s/test | Remaining: 290 tests
[2025-10-13T23:45:39.890835] [INFO ] [CONFIGURE ] MVO: Testing feature 24/29: add_rsi
[2025-10-13T23:45:39.890866] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_ema', 'add_rsi']
[2025-10-13T23:45:40.036205] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:40.183004] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:40.330601] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:40.489730] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:40.648058] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:40.802869] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:40.957046] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:41.114287] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:41.271437] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:41.431671] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:41.431979] [INFO ] [CONFIGURE ] MVO: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:45:41.432031] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 289 tests
[2025-10-13T23:45:41.432068] [INFO ] [CONFIGURE ] MVO: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:45:41.432100] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_tick_distribution']
[2025-10-13T23:45:41.566976] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:41.709109] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:41.857373] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:42.003521] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:42.148247] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:42.290203] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:42.442363] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:42.582959] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:42.716036] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:42.852047] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:42.852218] [INFO ] [CONFIGURE ] MVO: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:45:42.852264] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 288 tests
[2025-10-13T23:45:42.852298] [INFO ] [CONFIGURE ] MVO: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:45:42.852330] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_volume_momentum_confirmation']
[2025-10-13T23:45:42.983370] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:43.118261] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:43.267728] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:43.417501] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:43.564848] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:43.715465] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:43.870899] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:44.023950] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:44.177386] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:44.332446] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:44.332636] [INFO ] [CONFIGURE ] MVO: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:45:44.332721] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 287 tests
[2025-10-13T23:45:44.332762] [INFO ] [CONFIGURE ] MVO: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:45:44.332794] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_volume_price_divergence']
[2025-10-13T23:45:44.489723] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:44.642675] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:44.793453] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:44.932002] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:45.075470] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:45.209329] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:45.342178] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:45.483306] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:45.618121] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:45.756883] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:45.757077] [INFO ] [CONFIGURE ] MVO: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:45:45.757124] [INFO ] [CONFIGURE ] JOB ETA: 7.2m | Avg: 1.5s/test | Remaining: 286 tests
[2025-10-13T23:45:45.757159] [INFO ] [CONFIGURE ] MVO: Testing feature 28/29: add_volume_profile
[2025-10-13T23:45:45.757191] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_volume_profile']
[2025-10-13T23:45:45.886147] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:46.014532] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:46.141729] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:46.270936] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:46.402284] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:45:46.549476] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:45:46.698047] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:46.850422] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:47.004035] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:47.163827] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:47.164044] [INFO ] [CONFIGURE ] MVO: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:45:47.164098] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 285 tests
[2025-10-13T23:45:47.164134] [INFO ] [CONFIGURE ] MVO: Testing feature 29/29: add_vwap
[2025-10-13T23:45:47.164167] [INFO ] [CONFIGURE ] MVO: Testing with features: ['add_bollinger_bands', 'add_vwap']
[2025-10-13T23:45:47.315529] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:45:47.467115] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:45:47.617205] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:45:47.769310] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:47.930405] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:48.083750] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:45:48.238931] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:48.391859] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:48.547994] [DEBUG] [FORECASTER] MVO: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:45:48.706738] [DEBUG] [FORECASTER] MVO: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:48.706985] [INFO ] [CONFIGURE ] MVO: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:45:48.707039] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 284 tests
[2025-10-13T23:45:48.707078] [INFO ] [CONFIGURE ] MVO: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:45:48.707109] [INFO ] [CONFIGURE ] MVO: Best accuracy: 80.00%
[2025-10-13T23:45:48.707141] [INFO ] [CONFIGURE ] MVO: Best feature set (1 features): ['add_bollinger_bands']
[2025-10-13T23:45:48.707170] [INFO ] [CONFIGURE ] MVO: Improvement over baseline: 30.00%
[2025-10-13T23:45:48.707198] [INFO ] [CONFIGURE ] MVO: Total time: 40.3 seconds
[2025-10-13T23:45:48.707270] [INFO ] [CONFIGURE ] MVO: Average time per feature: 1.4 seconds
[2025-10-13T23:45:48.707325] [INFO ] [CONFIGURE ] MVO: Average speed: 0.72 features/sec
[2025-10-13T23:45:48.708089] [INFO ] [LOCAL     ] Saved configuration for MVO: 1 features, 80.00% accuracy -> ./output/feature-sets/MVO.json
[2025-10-13T23:45:48.708172] [INFO ] [CONFIGURE ] MVO: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:45:48.708277] [INFO ] [sig       ] [82/91] Successfully configured MVO | 0.02 sym/s | Total: 1.0h | ETA: 6.6m
[2025-10-13T23:45:48.708348] [INFO ] [sig       ] [83/91] Configuring NMR...
[2025-10-13T23:45:48.708391] [INFO ] [CONFIGURE ] NMR: Configurate test run.
[2025-10-13T23:45:48.708452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMR' from 'https://tdm.silogroup.org/data/derivative_storage/NMR.csv'.
[2025-10-13T23:45:48.721820] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMR'.
[2025-10-13T23:45:48.722183] [INFO ] [CONFIGURE ] NMR: Testing with 29 available features
[2025-10-13T23:45:48.722241] [INFO ] [CONFIGURE ] NMR: Establishing baseline with no features...
[2025-10-13T23:45:48.857245] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:48.981277] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:49.100199] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:45:49.215804] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:45:49.321286] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:49.422461] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:45:49.523857] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:45:49.625714] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:49.729596] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:45:49.833106] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:49.833247] [INFO ] [CONFIGURE ] NMR: Baseline score (no features): 40.00%
[2025-10-13T23:45:49.833291] [INFO ] [CONFIGURE ] NMR: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:45:49.833324] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:45:49.947016] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:50.062043] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:50.173824] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:50.286985] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:50.400965] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:50.518972] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:50.639613] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:50.756497] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:50.873941] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:50.991145] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:45:50.991339] [INFO ] [CONFIGURE ] NMR: KEPT add_bollinger_bands (score: 60.00%)
[2025-10-13T23:45:50.991384] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 283 tests
[2025-10-13T23:45:50.991417] [INFO ] [CONFIGURE ] NMR: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:45:50.991474] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:45:51.122851] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:51.258775] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:51.395527] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:51.536233] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:51.689163] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:51.864721] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:51.998196] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:52.132063] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:52.265883] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:52.399997] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:52.400144] [INFO ] [CONFIGURE ] NMR: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:45:52.400190] [INFO ] [CONFIGURE ] JOB ETA: 7.1m | Avg: 1.5s/test | Remaining: 282 tests
[2025-10-13T23:45:52.400224] [INFO ] [CONFIGURE ] NMR: Testing feature 3/29: add_daily_returns
[2025-10-13T23:45:52.400254] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:45:52.516774] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:52.634371] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:52.752462] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:45:52.874854] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:52.993797] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:53.115636] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:53.240798] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:53.365221] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:53.504008] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:53.673776] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:53.674003] [INFO ] [CONFIGURE ] NMR: KEPT add_daily_returns (score: 70.00%)
[2025-10-13T23:45:53.674080] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 281 tests
[2025-10-13T23:45:53.674139] [INFO ] [CONFIGURE ] NMR: Testing feature 4/29: add_ema
[2025-10-13T23:45:53.674204] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema']
[2025-10-13T23:45:53.855778] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:54.059493] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:54.231616] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:54.424238] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:54.588609] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:54.734821] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:54.904603] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:55.048103] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:45:55.191057] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:55.336512] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:55.336703] [INFO ] [CONFIGURE ] NMR: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:45:55.336776] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 280 tests
[2025-10-13T23:45:55.336819] [INFO ] [CONFIGURE ] NMR: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:45:55.336852] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:45:55.484187] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:55.634247] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:55.790908] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:45:55.966798] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:56.120457] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:56.276703] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:56.435860] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:56.593706] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:56.761477] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:56.910785] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:56.910933] [INFO ] [CONFIGURE ] NMR: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:45:56.910976] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 279 tests
[2025-10-13T23:45:56.911010] [INFO ] [CONFIGURE ] NMR: Testing feature 6/29: add_failed_moves
[2025-10-13T23:45:56.911041] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_failed_moves']
[2025-10-13T23:45:57.037834] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:57.166345] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:57.294359] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:45:57.425676] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:57.561091] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:57.693854] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:57.825458] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:57.957285] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:58.093264] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:58.225885] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:58.226037] [INFO ] [CONFIGURE ] NMR: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:45:58.226083] [INFO ] [CONFIGURE ] JOB ETA: 7.0m | Avg: 1.5s/test | Remaining: 278 tests
[2025-10-13T23:45:58.226120] [INFO ] [CONFIGURE ] NMR: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:45:58.226153] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_lag_shelf']
[2025-10-13T23:45:58.346244] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:58.467033] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:58.589906] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:45:58.716591] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:45:58.841720] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:45:58.963550] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:45:59.088531] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:45:59.222953] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:45:59.363713] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:45:59.490517] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:45:59.490693] [INFO ] [CONFIGURE ] NMR: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:45:59.490755] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 277 tests
[2025-10-13T23:45:59.490794] [INFO ] [CONFIGURE ] NMR: Testing feature 8/29: add_macd
[2025-10-13T23:45:59.490826] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap', 'add_macd']
[2025-10-13T23:45:59.647748] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:45:59.805161] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:45:59.966566] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:00.127773] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:00.287721] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:00.452674] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:00.621496] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:00.791142] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:00.981055] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:01.147899] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:01.148069] [INFO ] [CONFIGURE ] NMR: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:46:01.148114] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 276 tests
[2025-10-13T23:46:01.148150] [INFO ] [CONFIGURE ] NMR: Testing feature 9/29: add_mfi
[2025-10-13T23:46:01.148182] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_mfi']
[2025-10-13T23:46:01.289080] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:01.424138] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:01.584683] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:01.742915] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:01.897530] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:02.034542] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:02.171400] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:02.308191] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:02.446188] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:02.605007] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:02.605237] [INFO ] [CONFIGURE ] NMR: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:46:02.605287] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 275 tests
[2025-10-13T23:46:02.605324] [INFO ] [CONFIGURE ] NMR: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:46:02.605359] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:46:02.758550] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:02.906940] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:03.055496] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:03.205000] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:03.357838] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:03.507466] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:03.659421] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:03.810126] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:03.979354] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:04.133563] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:04.133767] [INFO ] [CONFIGURE ] NMR: DISCARDED add_momentum_acceleration (score: 50.00%)
[2025-10-13T23:46:04.133821] [INFO ] [CONFIGURE ] JOB ETA: 6.9m | Avg: 1.5s/test | Remaining: 274 tests
[2025-10-13T23:46:04.133857] [INFO ] [CONFIGURE ] NMR: Testing feature 11/29: add_obv_daily
[2025-10-13T23:46:04.133888] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_obv_daily']
[2025-10-13T23:46:04.260105] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:04.388732] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:04.514774] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:04.647977] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:04.777185] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:04.906059] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:05.036911] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:05.170754] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:05.302310] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:05.436055] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:05.436225] [INFO ] [CONFIGURE ] NMR: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:46:05.436287] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 273 tests
[2025-10-13T23:46:05.436325] [INFO ] [CONFIGURE ] NMR: Testing feature 12/29: add_obv_interval
[2025-10-13T23:46:05.436355] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_obv_interval']
[2025-10-13T23:46:05.559739] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:05.683381] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:05.812803] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:05.937828] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:06.063229] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:06.187788] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:06.312535] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:06.443594] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:06.569113] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:06.696090] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:06.696273] [INFO ] [CONFIGURE ] NMR: DISCARDED add_obv_interval (score: 50.00%)
[2025-10-13T23:46:06.696335] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 272 tests
[2025-10-13T23:46:06.696393] [INFO ] [CONFIGURE ] NMR: Testing feature 13/29: add_opening_strength
[2025-10-13T23:46:06.696429] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:46:06.827327] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:06.967220] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:07.107238] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:07.249965] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:46:07.382846] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:07.513145] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:07.648279] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:07.781473] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:07.914091] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:08.046335] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:08.046528] [INFO ] [CONFIGURE ] NMR: DISCARDED add_opening_strength (score: 50.00%)
[2025-10-13T23:46:08.046603] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 271 tests
[2025-10-13T23:46:08.046684] [INFO ] [CONFIGURE ] NMR: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:46:08.046733] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_order_flow_imbalance']
[2025-10-13T23:46:08.188886] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:08.326405] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:08.465543] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:08.607477] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:46:08.754090] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:08.912127] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:46:09.061351] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:09.206064] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:09.359480] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:09.512021] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:09.512232] [INFO ] [CONFIGURE ] NMR: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:46:09.512312] [INFO ] [CONFIGURE ] JOB ETA: 6.8m | Avg: 1.5s/test | Remaining: 270 tests
[2025-10-13T23:46:09.512416] [INFO ] [CONFIGURE ] NMR: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:46:09.512469] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_morning_momentum']
[2025-10-13T23:46:09.639853] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:09.767973] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:09.890889] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:10.026635] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:10.147412] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:10.282758] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:10.405860] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:10.541362] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:10.660999] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:10.781230] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:10.781386] [INFO ] [CONFIGURE ] NMR: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:46:10.781429] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 269 tests
[2025-10-13T23:46:10.781485] [INFO ] [CONFIGURE ] NMR: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:46:10.781542] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_overnight_gap']
[2025-10-13T23:46:10.905361] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:11.029728] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:11.159726] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:11.285855] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:11.412179] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:11.539949] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:11.666283] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:11.799395] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:11.935955] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:12.076246] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:12.076419] [INFO ] [CONFIGURE ] NMR: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:46:12.076483] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 268 tests
[2025-10-13T23:46:12.076521] [INFO ] [CONFIGURE ] NMR: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:46:12.076555] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_return_2d']
[2025-10-13T23:46:12.213916] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:12.356232] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:12.495798] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:12.635180] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:12.768391] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:12.900226] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:13.037377] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:13.172092] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:13.305942] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:13.441207] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:13.441374] [INFO ] [CONFIGURE ] NMR: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:46:13.441424] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 267 tests
[2025-10-13T23:46:13.441460] [INFO ] [CONFIGURE ] NMR: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:46:13.441491] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_volatility_5d']
[2025-10-13T23:46:13.564225] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:13.682251] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:13.800925] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:13.920763] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:14.040628] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:14.170806] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:14.295697] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:14.419981] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:14.563096] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:14.691219] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:14.691389] [INFO ] [CONFIGURE ] NMR: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:46:14.691452] [INFO ] [CONFIGURE ] JOB ETA: 6.7m | Avg: 1.5s/test | Remaining: 266 tests
[2025-10-13T23:46:14.691489] [INFO ] [CONFIGURE ] NMR: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:46:14.691522] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_pbf_vs_sma_5']
[2025-10-13T23:46:14.810980] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:14.928471] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:15.047019] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:15.166201] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:15.286262] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:15.408795] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:15.528279] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:15.649707] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:15.770592] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:15.891614] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:15.891792] [INFO ] [CONFIGURE ] NMR: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:46:15.891841] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 265 tests
[2025-10-13T23:46:15.891875] [INFO ] [CONFIGURE ] NMR: Testing feature 20/29: add_price_rejection
[2025-10-13T23:46:15.891948] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_price_rejection']
[2025-10-13T23:46:16.019105] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:16.148385] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:16.277728] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:16.407485] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:16.541144] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:16.671922] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:16.806559] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:16.940247] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:17.074582] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:17.207926] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:17.208111] [INFO ] [CONFIGURE ] NMR: DISCARDED add_price_rejection (score: 60.00%)
[2025-10-13T23:46:17.208161] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 264 tests
[2025-10-13T23:46:17.208195] [INFO ] [CONFIGURE ] NMR: Testing feature 21/29: add_range_position
[2025-10-13T23:46:17.208225] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_range_position']
[2025-10-13T23:46:17.347582] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:17.486522] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:17.624922] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:17.764518] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:17.903870] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:18.045421] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:18.186601] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:18.328482] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:18.470731] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:18.614096] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:18.614259] [INFO ] [CONFIGURE ] NMR: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:46:18.614303] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 263 tests
[2025-10-13T23:46:18.614338] [INFO ] [CONFIGURE ] NMR: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:46:18.614369] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_realized_volatility']
[2025-10-13T23:46:18.765582] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:18.918443] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:19.071201] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:19.224690] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:46:19.379387] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:19.534399] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:19.700506] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:19.864086] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:20.025043] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:20.182704] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:20.182881] [INFO ] [CONFIGURE ] NMR: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:46:20.182926] [INFO ] [CONFIGURE ] JOB ETA: 6.6m | Avg: 1.5s/test | Remaining: 262 tests
[2025-10-13T23:46:20.183051] [INFO ] [CONFIGURE ] NMR: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:46:20.183091] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_recent_range_context']
[2025-10-13T23:46:20.314138] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:20.449365] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:20.589493] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:20.724364] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:20.860568] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:20.993917] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:21.132688] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:21.292316] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:21.440589] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:21.581209] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:21.581391] [INFO ] [CONFIGURE ] NMR: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:46:21.581434] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 261 tests
[2025-10-13T23:46:21.581468] [INFO ] [CONFIGURE ] NMR: Testing feature 24/29: add_rsi
[2025-10-13T23:46:21.581500] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:46:21.739634] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:21.894874] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:22.049082] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:22.210365] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:22.363929] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:22.518728] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:22.674622] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:22.829581] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:22.988365] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:23.142571] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:23.142772] [INFO ] [CONFIGURE ] NMR: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:46:23.142824] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 260 tests
[2025-10-13T23:46:23.142860] [INFO ] [CONFIGURE ] NMR: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:46:23.142891] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_tick_distribution']
[2025-10-13T23:46:23.267966] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:23.394208] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:23.520311] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:23.649970] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:23.789723] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:23.940754] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:24.075752] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:24.208882] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:24.373865] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:24.508567] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:24.508776] [INFO ] [CONFIGURE ] NMR: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:46:24.508829] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 259 tests
[2025-10-13T23:46:24.508865] [INFO ] [CONFIGURE ] NMR: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:46:24.508897] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_momentum_confirmation']
[2025-10-13T23:46:24.638163] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:24.767198] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:24.897755] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:25.028178] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:46:25.164574] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:25.299456] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:25.430785] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:46:25.561935] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:25.695262] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:25.826619] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:25.826820] [INFO ] [CONFIGURE ] NMR: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:46:25.826869] [INFO ] [CONFIGURE ] JOB ETA: 6.5m | Avg: 1.5s/test | Remaining: 258 tests
[2025-10-13T23:46:25.826903] [INFO ] [CONFIGURE ] NMR: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:46:25.826934] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_price_divergence']
[2025-10-13T23:46:25.963194] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:26.113099] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:26.265443] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:26.409009] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:26.552828] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:26.691434] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:26.830599] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:26.974669] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:27.119826] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:27.263270] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:27.263439] [INFO ] [CONFIGURE ] NMR: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:46:27.263484] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 257 tests
[2025-10-13T23:46:27.263519] [INFO ] [CONFIGURE ] NMR: Testing feature 28/29: add_volume_profile
[2025-10-13T23:46:27.263552] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_volume_profile']
[2025-10-13T23:46:27.392413] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:27.520597] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:27.658954] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:27.791727] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:27.924454] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:28.058792] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:46:28.192689] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:28.323875] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:28.455959] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:28.589352] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:28.589505] [INFO ] [CONFIGURE ] NMR: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:46:28.589549] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 256 tests
[2025-10-13T23:46:28.589585] [INFO ] [CONFIGURE ] NMR: Testing feature 29/29: add_vwap
[2025-10-13T23:46:28.589616] [INFO ] [CONFIGURE ] NMR: Testing with features: ['add_bollinger_bands', 'add_daily_returns', 'add_vwap']
[2025-10-13T23:46:28.724538] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:46:28.858149] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-09-29, Predicted=0.0, Actual=0
[2025-10-13T23:46:28.991328] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:29.122858] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:46:29.262885] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:29.409552] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:46:29.550271] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:46:29.685353] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:29.822804] [DEBUG] [FORECASTER] NMR: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:29.957875] [DEBUG] [FORECASTER] NMR: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:29.958047] [INFO ] [CONFIGURE ] NMR: DISCARDED add_vwap (score: 40.00%)
[2025-10-13T23:46:29.958099] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 255 tests
[2025-10-13T23:46:29.958144] [INFO ] [CONFIGURE ] NMR: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:46:29.958181] [INFO ] [CONFIGURE ] NMR: Best accuracy: 70.00%
[2025-10-13T23:46:29.958217] [INFO ] [CONFIGURE ] NMR: Best feature set (2 features): ['add_bollinger_bands', 'add_daily_returns']
[2025-10-13T23:46:29.958245] [INFO ] [CONFIGURE ] NMR: Improvement over baseline: 30.00%
[2025-10-13T23:46:29.958271] [INFO ] [CONFIGURE ] NMR: Total time: 40.1 seconds
[2025-10-13T23:46:29.958403] [INFO ] [CONFIGURE ] NMR: Average time per feature: 1.4 seconds
[2025-10-13T23:46:29.958455] [INFO ] [CONFIGURE ] NMR: Average speed: 0.72 features/sec
[2025-10-13T23:46:29.959262] [INFO ] [LOCAL     ] Saved configuration for NMR: 2 features, 70.00% accuracy -> ./output/feature-sets/NMR.json
[2025-10-13T23:46:29.959317] [INFO ] [CONFIGURE ] NMR: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T23:46:29.959375] [INFO ] [sig       ] [83/91] Successfully configured NMR | 0.02 sym/s | Total: 1.0h | ETA: 5.9m
[2025-10-13T23:46:29.959442] [INFO ] [sig       ] [84/91] Configuring SLB...
[2025-10-13T23:46:29.959497] [INFO ] [CONFIGURE ] SLB: Configurate test run.
[2025-10-13T23:46:29.959556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLB' from 'https://tdm.silogroup.org/data/derivative_storage/SLB.csv'.
[2025-10-13T23:46:29.973699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLB'.
[2025-10-13T23:46:29.973997] [INFO ] [CONFIGURE ] SLB: Testing with 29 available features
[2025-10-13T23:46:29.974052] [INFO ] [CONFIGURE ] SLB: Establishing baseline with no features...
[2025-10-13T23:46:30.076497] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:30.178900] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:30.280619] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:30.387271] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:30.491942] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:30.594371] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:30.696548] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:30.800606] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:30.903689] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:31.010727] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:31.010900] [INFO ] [CONFIGURE ] SLB: Baseline score (no features): 70.00%
[2025-10-13T23:46:31.010959] [INFO ] [CONFIGURE ] SLB: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:46:31.010994] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:46:31.121065] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:31.259771] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:31.370950] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:31.486433] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:31.604516] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:31.720427] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:31.837055] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:46:31.952835] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:32.070510] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:46:32.191580] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:32.192696] [INFO ] [CONFIGURE ] SLB: DISCARDED add_bollinger_bands (score: 50.00%)
[2025-10-13T23:46:32.192759] [INFO ] [CONFIGURE ] JOB ETA: 6.4m | Avg: 1.5s/test | Remaining: 254 tests
[2025-10-13T23:46:32.192797] [INFO ] [CONFIGURE ] SLB: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:46:32.192829] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:46:32.311486] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:32.432522] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:32.548771] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:32.667628] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:32.783085] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:32.900566] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:33.024967] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.144871] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.274438] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.398978] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.399138] [INFO ] [CONFIGURE ] SLB: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T23:46:33.399191] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 253 tests
[2025-10-13T23:46:33.399232] [INFO ] [CONFIGURE ] SLB: Testing feature 3/29: add_daily_returns
[2025-10-13T23:46:33.399266] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_daily_returns']
[2025-10-13T23:46:33.506231] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.611726] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:33.715720] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:33.825237] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:33.930916] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:34.037754] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:34.145011] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:34.269136] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:34.383272] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:34.491199] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:34.491322] [INFO ] [CONFIGURE ] SLB: DISCARDED add_daily_returns (score: 60.00%)
[2025-10-13T23:46:34.491384] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 252 tests
[2025-10-13T23:46:34.491421] [INFO ] [CONFIGURE ] SLB: Testing feature 4/29: add_ema
[2025-10-13T23:46:34.491451] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_ema']
[2025-10-13T23:46:34.608888] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:34.726959] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:34.849400] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:34.970515] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:35.090612] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:35.216893] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:46:35.341138] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:46:35.476905] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:35.609098] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:35.739714] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:35.739875] [INFO ] [CONFIGURE ] SLB: DISCARDED add_ema (score: 50.00%)
[2025-10-13T23:46:35.739919] [INFO ] [CONFIGURE ] JOB ETA: 6.3m | Avg: 1.5s/test | Remaining: 251 tests
[2025-10-13T23:46:35.739979] [INFO ] [CONFIGURE ] SLB: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:46:35.740036] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:46:35.873546] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:36.012531] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:36.146963] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:36.282423] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:36.418600] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:36.553662] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:36.684265] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:36.814344] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:36.944919] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:37.080833] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:37.081035] [INFO ] [CONFIGURE ] SLB: DISCARDED add_exhaustion_signals (score: 60.00%)
[2025-10-13T23:46:37.081099] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 250 tests
[2025-10-13T23:46:37.081138] [INFO ] [CONFIGURE ] SLB: Testing feature 6/29: add_failed_moves
[2025-10-13T23:46:37.081170] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_failed_moves']
[2025-10-13T23:46:37.188824] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:37.324020] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:37.429804] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:37.537186] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:37.648762] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:37.756928] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:37.865172] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:37.973562] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:38.082928] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:38.200941] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:38.201168] [INFO ] [CONFIGURE ] SLB: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:46:38.201227] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 249 tests
[2025-10-13T23:46:38.201263] [INFO ] [CONFIGURE ] SLB: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:46:38.201294] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_lag_shelf']
[2025-10-13T23:46:38.300408] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:38.401216] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:38.503737] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:38.606849] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:38.719186] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:38.821624] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:38.934167] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:39.055175] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:39.178789] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:39.303961] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:39.304166] [INFO ] [CONFIGURE ] SLB: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:46:39.304233] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 248 tests
[2025-10-13T23:46:39.304291] [INFO ] [CONFIGURE ] SLB: Testing feature 8/29: add_macd
[2025-10-13T23:46:39.304326] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:46:39.445870] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:39.585587] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:39.727267] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:39.903525] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:40.059435] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:40.202286] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:40.384494] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:46:40.527375] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:40.668428] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:40.808718] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:40.808903] [INFO ] [CONFIGURE ] SLB: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:46:40.808950] [INFO ] [CONFIGURE ] JOB ETA: 6.2m | Avg: 1.5s/test | Remaining: 247 tests
[2025-10-13T23:46:40.808983] [INFO ] [CONFIGURE ] SLB: Testing feature 9/29: add_mfi
[2025-10-13T23:46:40.809013] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_mfi']
[2025-10-13T23:46:40.928266] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:41.042458] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:41.157260] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:41.277148] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:41.400922] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:41.523622] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:41.643158] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:41.764846] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:41.910971] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:42.038852] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:42.039016] [INFO ] [CONFIGURE ] SLB: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:46:42.039061] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 246 tests
[2025-10-13T23:46:42.039096] [INFO ] [CONFIGURE ] SLB: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:46:42.039149] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:46:42.169446] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:42.300294] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:42.433423] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:42.574384] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:42.707462] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:42.843408] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:42.983789] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:43.128822] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:43.264549] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:43.431762] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:43.432028] [INFO ] [CONFIGURE ] SLB: DISCARDED add_momentum_acceleration (score: 70.00%)
[2025-10-13T23:46:43.432093] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 245 tests
[2025-10-13T23:46:43.432132] [INFO ] [CONFIGURE ] SLB: Testing feature 11/29: add_obv_daily
[2025-10-13T23:46:43.432164] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_obv_daily']
[2025-10-13T23:46:43.547986] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:43.666459] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:43.790041] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:43.909816] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.023750] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:44.142913] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:44.259886] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.378217] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.498037] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.614671] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.614845] [INFO ] [CONFIGURE ] SLB: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:46:44.614890] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 244 tests
[2025-10-13T23:46:44.614924] [INFO ] [CONFIGURE ] SLB: Testing feature 12/29: add_obv_interval
[2025-10-13T23:46:44.614954] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_obv_interval']
[2025-10-13T23:46:44.724629] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:44.835445] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:44.944696] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:45.056726] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:45.168394] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:45.289121] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:45.403532] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:45.517165] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:46:45.632829] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:45.745585] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:45.745758] [INFO ] [CONFIGURE ] SLB: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:46:45.745809] [INFO ] [CONFIGURE ] JOB ETA: 6.1m | Avg: 1.5s/test | Remaining: 243 tests
[2025-10-13T23:46:45.745845] [INFO ] [CONFIGURE ] SLB: Testing feature 13/29: add_opening_strength
[2025-10-13T23:46:45.745876] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_daily_returns', 'add_opening_strength']
[2025-10-13T23:46:45.861629] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:45.979276] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:46.102150] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:46.229205] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:46.354423] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:46:46.520905] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:46.687468] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:46.864154] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:47.026311] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:47.176129] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:47.176392] [INFO ] [CONFIGURE ] SLB: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:46:47.176458] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 242 tests
[2025-10-13T23:46:47.176509] [INFO ] [CONFIGURE ] SLB: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:46:47.176553] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_order_flow_imbalance']
[2025-10-13T23:46:47.313978] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:47.452600] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:47.583661] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:47.714248] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:47.847743] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:47.990810] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:46:48.121494] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.255250] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.387948] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.518840] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.519087] [INFO ] [CONFIGURE ] SLB: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:46:48.519139] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 241 tests
[2025-10-13T23:46:48.519179] [INFO ] [CONFIGURE ] SLB: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:46:48.519212] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum']
[2025-10-13T23:46:48.626394] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.733592] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:48.839115] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:48.945926] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.059490] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:49.164875] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:49.270927] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.377412] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.493659] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.601583] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.601781] [INFO ] [CONFIGURE ] SLB: KEPT add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:46:49.601830] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 240 tests
[2025-10-13T23:46:49.601865] [INFO ] [CONFIGURE ] SLB: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:46:49.601897] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_overnight_gap']
[2025-10-13T23:46:49.724708] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:49.861351] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:49.980690] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:50.095587] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:50.210921] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:50.333069] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:50.458370] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:50.579607] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:50.701755] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:50.843115] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:50.843381] [INFO ] [CONFIGURE ] SLB: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:46:50.843467] [INFO ] [CONFIGURE ] JOB ETA: 6.0m | Avg: 1.5s/test | Remaining: 239 tests
[2025-10-13T23:46:50.843551] [INFO ] [CONFIGURE ] SLB: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:46:50.843629] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_return_2d']
[2025-10-13T23:46:50.972423] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:51.101555] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:51.228285] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:51.360681] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:51.485328] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:51.609332] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:51.738279] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:51.860378] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:51.983747] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:52.106748] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:52.106913] [INFO ] [CONFIGURE ] SLB: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:46:52.107010] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 238 tests
[2025-10-13T23:46:52.107066] [INFO ] [CONFIGURE ] SLB: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:46:52.107100] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_volatility_5d']
[2025-10-13T23:46:52.218728] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:52.331082] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:52.440623] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:52.551017] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:52.663365] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:52.774841] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:52.887173] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:52.998581] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:53.110985] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:53.227756] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:53.227907] [INFO ] [CONFIGURE ] SLB: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:46:53.227950] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 237 tests
[2025-10-13T23:46:53.227984] [INFO ] [CONFIGURE ] SLB: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:46:53.228015] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_pbf_vs_sma_5']
[2025-10-13T23:46:53.333938] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:53.441318] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:53.548946] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:53.658147] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:53.766913] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:53.875977] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:53.984839] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:54.098216] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:54.207044] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:54.322273] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:54.322481] [INFO ] [CONFIGURE ] SLB: DISCARDED add_pbf_vs_sma_5 (score: 80.00%)
[2025-10-13T23:46:54.322534] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 236 tests
[2025-10-13T23:46:54.322572] [INFO ] [CONFIGURE ] SLB: Testing feature 20/29: add_price_rejection
[2025-10-13T23:46:54.322610] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_price_rejection']
[2025-10-13T23:46:54.448277] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:54.570519] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:54.687569] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:54.805521] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:54.931387] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:55.050813] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:55.172961] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:55.295779] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:55.426951] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:55.552829] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:46:55.552975] [INFO ] [CONFIGURE ] SLB: DISCARDED add_price_rejection (score: 50.00%)
[2025-10-13T23:46:55.553019] [INFO ] [CONFIGURE ] JOB ETA: 5.9m | Avg: 1.5s/test | Remaining: 235 tests
[2025-10-13T23:46:55.553054] [INFO ] [CONFIGURE ] SLB: Testing feature 21/29: add_range_position
[2025-10-13T23:46:55.553086] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_range_position']
[2025-10-13T23:46:55.678797] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:55.802906] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:55.926446] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:56.053193] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:56.180184] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:56.307386] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:56.437715] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:56.565447] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:56.693807] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:46:56.822764] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:56.822941] [INFO ] [CONFIGURE ] SLB: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:46:56.822986] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 234 tests
[2025-10-13T23:46:56.823024] [INFO ] [CONFIGURE ] SLB: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:46:56.823058] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_realized_volatility']
[2025-10-13T23:46:56.962235] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:57.103205] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:57.246265] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:46:57.390103] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:46:57.534610] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:57.677904] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:57.822465] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:57.963724] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:58.105314] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:58.246943] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:58.247055] [INFO ] [CONFIGURE ] SLB: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:46:58.247098] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 233 tests
[2025-10-13T23:46:58.247132] [INFO ] [CONFIGURE ] SLB: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:46:58.247162] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_recent_range_context']
[2025-10-13T23:46:58.360758] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:58.475063] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:58.592825] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:58.708144] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:46:58.823997] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:46:58.940709] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:46:59.057376] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:46:59.175399] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:46:59.293393] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:46:59.411231] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:46:59.411340] [INFO ] [CONFIGURE ] SLB: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:46:59.411383] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 232 tests
[2025-10-13T23:46:59.411417] [INFO ] [CONFIGURE ] SLB: Testing feature 24/29: add_rsi
[2025-10-13T23:46:59.411448] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_ema', 'add_rsi']
[2025-10-13T23:46:59.543244] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:46:59.678741] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:46:59.810820] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:46:59.944470] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.079018] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:00.213626] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:47:00.354372] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.493171] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.629821] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.771991] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.772282] [INFO ] [CONFIGURE ] SLB: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:47:00.772341] [INFO ] [CONFIGURE ] JOB ETA: 5.8m | Avg: 1.5s/test | Remaining: 231 tests
[2025-10-13T23:47:00.772379] [INFO ] [CONFIGURE ] SLB: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:47:00.772409] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_tick_distribution']
[2025-10-13T23:47:00.882662] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:00.994736] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:01.107731] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.222226] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.334752] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:01.447949] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:47:01.592040] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.707311] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.827085] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.959297] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:01.959480] [INFO ] [CONFIGURE ] SLB: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:47:01.959524] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 230 tests
[2025-10-13T23:47:01.959561] [INFO ] [CONFIGURE ] SLB: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:47:01.959594] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_volume_momentum_confirmation']
[2025-10-13T23:47:02.073669] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:02.185975] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:02.323781] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:02.439716] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:02.560241] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:02.678147] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:47:02.794142] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:02.915201] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:03.034222] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:03.152435] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:03.152575] [INFO ] [CONFIGURE ] SLB: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:47:03.152619] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 229 tests
[2025-10-13T23:47:03.152684] [INFO ] [CONFIGURE ] SLB: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:47:03.152733] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_volume_price_divergence']
[2025-10-13T23:47:03.275718] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:03.398667] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:03.522202] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:03.648256] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:03.772872] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:03.897221] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:47:04.025898] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.151800] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.278187] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.405313] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.405439] [INFO ] [CONFIGURE ] SLB: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:47:04.405484] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 228 tests
[2025-10-13T23:47:04.405519] [INFO ] [CONFIGURE ] SLB: Testing feature 28/29: add_volume_profile
[2025-10-13T23:47:04.405550] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_volume_profile']
[2025-10-13T23:47:04.518857] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.637071] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:04.751330] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:04.865872] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:47:04.985398] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:05.102160] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:47:05.219267] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:05.339157] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:47:05.460458] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:05.581847] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:05.582048] [INFO ] [CONFIGURE ] SLB: DISCARDED add_volume_profile (score: 50.00%)
[2025-10-13T23:47:05.582105] [INFO ] [CONFIGURE ] JOB ETA: 5.7m | Avg: 1.5s/test | Remaining: 227 tests
[2025-10-13T23:47:05.582142] [INFO ] [CONFIGURE ] SLB: Testing feature 29/29: add_vwap
[2025-10-13T23:47:05.582174] [INFO ] [CONFIGURE ] SLB: Testing with features: ['add_pbf_morning_momentum', 'add_vwap']
[2025-10-13T23:47:05.704840] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:05.826440] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:05.951389] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:06.075524] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:47:06.203062] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:06.326835] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:47:06.448440] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:06.577297] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:06.703318] [DEBUG] [FORECASTER] SLB: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:06.833581] [DEBUG] [FORECASTER] SLB: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:06.833791] [INFO ] [CONFIGURE ] SLB: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:47:06.833856] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 226 tests
[2025-10-13T23:47:06.833898] [INFO ] [CONFIGURE ] SLB: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:47:06.833929] [INFO ] [CONFIGURE ] SLB: Best accuracy: 80.00%
[2025-10-13T23:47:06.833961] [INFO ] [CONFIGURE ] SLB: Best feature set (1 features): ['add_pbf_morning_momentum']
[2025-10-13T23:47:06.833990] [INFO ] [CONFIGURE ] SLB: Improvement over baseline: 10.00%
[2025-10-13T23:47:06.834017] [INFO ] [CONFIGURE ] SLB: Total time: 35.8 seconds
[2025-10-13T23:47:06.834045] [INFO ] [CONFIGURE ] SLB: Average time per feature: 1.2 seconds
[2025-10-13T23:47:06.834073] [INFO ] [CONFIGURE ] SLB: Average speed: 0.81 features/sec
[2025-10-13T23:47:06.834983] [INFO ] [LOCAL     ] Saved configuration for SLB: 1 features, 80.00% accuracy -> ./output/feature-sets/SLB.json
[2025-10-13T23:47:06.835039] [INFO ] [CONFIGURE ] SLB: Configuration saved successfully: 1 features, 80.00% accuracy.
[2025-10-13T23:47:06.835105] [INFO ] [sig       ] [84/91] Successfully configured SLB | 0.02 sym/s | Total: 1.0h | ETA: 5.2m
[2025-10-13T23:47:06.835163] [INFO ] [sig       ] [85/91] Configuring SPXC...
[2025-10-13T23:47:06.835195] [INFO ] [CONFIGURE ] SPXC: Configurate test run.
[2025-10-13T23:47:06.835254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPXC' from 'https://tdm.silogroup.org/data/derivative_storage/SPXC.csv'.
[2025-10-13T23:47:06.848492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPXC'.
[2025-10-13T23:47:06.848934] [INFO ] [CONFIGURE ] SPXC: Testing with 29 available features
[2025-10-13T23:47:06.849047] [INFO ] [CONFIGURE ] SPXC: Establishing baseline with no features...
[2025-10-13T23:47:06.953513] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:07.055629] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:07.157899] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:07.259999] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:47:07.362866] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:07.466079] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:07.568991] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:07.673001] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:07.777764] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:07.881618] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:07.881772] [INFO ] [CONFIGURE ] SPXC: Baseline score (no features): 80.00%
[2025-10-13T23:47:07.881822] [INFO ] [CONFIGURE ] SPXC: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:47:07.881855] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:47:07.994153] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:08.106408] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:08.218042] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:08.329943] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:08.442349] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:08.557941] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:08.680569] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:08.797222] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:08.913830] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:09.033688] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:09.033846] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_bollinger_bands (score: 80.00%)
[2025-10-13T23:47:09.033889] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 225 tests
[2025-10-13T23:47:09.033923] [INFO ] [CONFIGURE ] SPXC: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:47:09.033952] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:47:09.152614] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:09.271613] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:09.395987] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:09.520402] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:09.642411] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:09.766072] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:09.888404] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:10.015026] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:10.141971] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:10.270082] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:10.270254] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_cumulative_delta (score: 70.00%)
[2025-10-13T23:47:10.270316] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 224 tests
[2025-10-13T23:47:10.270355] [INFO ] [CONFIGURE ] SPXC: Testing feature 3/29: add_daily_returns
[2025-10-13T23:47:10.270387] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_daily_returns']
[2025-10-13T23:47:10.377873] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:10.488004] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:10.596967] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:10.713080] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:10.826603] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:10.937843] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:11.051216] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:11.160247] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:11.270478] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:11.380046] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:11.380244] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_daily_returns (score: 80.00%)
[2025-10-13T23:47:11.380289] [INFO ] [CONFIGURE ] JOB ETA: 5.6m | Avg: 1.5s/test | Remaining: 223 tests
[2025-10-13T23:47:11.380325] [INFO ] [CONFIGURE ] SPXC: Testing feature 4/29: add_ema
[2025-10-13T23:47:11.380361] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_ema']
[2025-10-13T23:47:11.503071] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:11.629246] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:11.749093] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:11.871499] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:11.992908] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:12.114190] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:12.236148] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:12.358749] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:12.480630] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:12.600152] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:12.600295] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:47:12.600339] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 222 tests
[2025-10-13T23:47:12.600373] [INFO ] [CONFIGURE ] SPXC: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:47:12.600487] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:47:12.725931] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:12.853928] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:12.980065] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:13.107232] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:13.235306] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:13.363449] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:13.493465] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:13.624252] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:13.755404] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:13.892741] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:13.892918] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:47:13.892964] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 221 tests
[2025-10-13T23:47:13.892998] [INFO ] [CONFIGURE ] SPXC: Testing feature 6/29: add_failed_moves
[2025-10-13T23:47:13.893028] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_failed_moves']
[2025-10-13T23:47:14.004323] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:14.114722] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:14.224516] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:14.334330] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:47:14.445696] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:14.555876] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:14.667111] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:14.779683] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:14.892113] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:15.005136] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:15.005267] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:47:15.005310] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 220 tests
[2025-10-13T23:47:15.005345] [INFO ] [CONFIGURE ] SPXC: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:47:15.005375] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_lag_shelf']
[2025-10-13T23:47:15.107406] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:15.209226] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:15.311440] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:15.414080] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:47:15.516211] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:15.619704] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:15.722863] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:15.826553] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:15.931758] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:16.037131] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:16.037265] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:47:16.037355] [INFO ] [CONFIGURE ] JOB ETA: 5.5m | Avg: 1.5s/test | Remaining: 219 tests
[2025-10-13T23:47:16.037409] [INFO ] [CONFIGURE ] SPXC: Testing feature 8/29: add_macd
[2025-10-13T23:47:16.037443] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:47:16.177388] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:16.321916] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:16.461932] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:16.602134] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:16.754715] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:16.895610] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:17.037946] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:17.179234] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:17.321623] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:17.465077] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:17.465247] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:47:17.465303] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 218 tests
[2025-10-13T23:47:17.465337] [INFO ] [CONFIGURE ] SPXC: Testing feature 9/29: add_mfi
[2025-10-13T23:47:17.465369] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_mfi']
[2025-10-13T23:47:17.581160] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:17.697891] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:17.815166] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:17.933261] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:18.051157] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:18.169216] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:18.288212] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:18.407377] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:18.530994] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:18.651529] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:18.651707] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:47:18.651775] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 217 tests
[2025-10-13T23:47:18.651860] [INFO ] [CONFIGURE ] SPXC: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:47:18.651901] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:47:18.784173] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:18.916172] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:19.048570] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.180328] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:47:19.313926] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:47:19.448212] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.582372] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.726051] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.863172] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.999017] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:19.999156] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_momentum_acceleration (score: 80.00%)
[2025-10-13T23:47:19.999199] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 216 tests
[2025-10-13T23:47:19.999238] [INFO ] [CONFIGURE ] SPXC: Testing feature 11/29: add_obv_daily
[2025-10-13T23:47:19.999269] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily']
[2025-10-13T23:47:20.109548] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:20.218906] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:20.328402] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:20.440462] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:20.551667] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:20.662600] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:20.775189] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:20.891973] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:21.005098] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:21.118519] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:21.118668] [INFO ] [CONFIGURE ] SPXC: KEPT add_obv_daily (score: 90.00%)
[2025-10-13T23:47:21.118729] [INFO ] [CONFIGURE ] JOB ETA: 5.4m | Avg: 1.5s/test | Remaining: 215 tests
[2025-10-13T23:47:21.118767] [INFO ] [CONFIGURE ] SPXC: Testing feature 12/29: add_obv_interval
[2025-10-13T23:47:21.118798] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_obv_interval']
[2025-10-13T23:47:21.236157] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:21.353948] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:21.472291] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:21.590883] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:47:21.711211] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:21.833494] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:21.953275] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:22.073825] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:22.194571] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:22.315514] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:22.315691] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_obv_interval (score: 80.00%)
[2025-10-13T23:47:22.315752] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 214 tests
[2025-10-13T23:47:22.315789] [INFO ] [CONFIGURE ] SPXC: Testing feature 13/29: add_opening_strength
[2025-10-13T23:47:22.315819] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:47:22.442548] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:22.568167] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:22.695289] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:22.822325] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:22.950187] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:23.079933] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:23.213180] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:23.344350] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:23.475712] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:23.607180] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:23.607313] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:47:23.607356] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 213 tests
[2025-10-13T23:47:23.607391] [INFO ] [CONFIGURE ] SPXC: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:47:23.607423] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:47:23.736097] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:23.865422] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:23.994631] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:24.124467] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:24.254598] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:24.385512] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:24.517525] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:24.649280] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:24.782457] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:24.915485] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:24.915692] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:47:24.915752] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 212 tests
[2025-10-13T23:47:24.915789] [INFO ] [CONFIGURE ] SPXC: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:47:24.915821] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:47:25.030511] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:25.144946] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:25.260477] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:25.378723] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:25.495944] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:25.617811] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:25.737303] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:25.857255] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:25.974046] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:26.093340] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:26.093491] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_pbf_morning_momentum (score: 80.00%)
[2025-10-13T23:47:26.093556] [INFO ] [CONFIGURE ] JOB ETA: 5.3m | Avg: 1.5s/test | Remaining: 211 tests
[2025-10-13T23:47:26.093615] [INFO ] [CONFIGURE ] SPXC: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:47:26.093674] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:47:26.218878] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:26.345143] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:26.470380] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:26.595480] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:26.724721] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:26.851712] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:26.981154] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:27.108874] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:27.236390] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:27.364387] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:27.364546] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_pbf_overnight_gap (score: 90.00%)
[2025-10-13T23:47:27.364589] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 210 tests
[2025-10-13T23:47:27.364622] [INFO ] [CONFIGURE ] SPXC: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:47:27.364683] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:47:27.489715] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:27.615101] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:27.739252] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:27.867724] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:27.994601] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:28.122730] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:28.251447] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:28.383253] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:28.513897] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:28.645554] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:28.645762] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_pbf_return_2d (score: 90.00%)
[2025-10-13T23:47:28.645816] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 209 tests
[2025-10-13T23:47:28.645853] [INFO ] [CONFIGURE ] SPXC: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:47:28.645885] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:47:28.763808] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:28.884157] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:29.004044] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:29.124864] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:29.246399] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:29.367127] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:29.492870] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:29.616176] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:29.739365] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:29.862762] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:29.862924] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_pbf_volatility_5d (score: 90.00%)
[2025-10-13T23:47:29.862972] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 208 tests
[2025-10-13T23:47:29.863008] [INFO ] [CONFIGURE ] SPXC: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:47:29.863041] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:47:29.983792] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:30.101423] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:30.220811] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:30.338837] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:30.458606] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:30.575592] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:30.692006] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:30.809088] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:30.928406] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:31.049073] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:31.049252] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_pbf_vs_sma_5 (score: 90.00%)
[2025-10-13T23:47:31.049297] [INFO ] [CONFIGURE ] JOB ETA: 5.2m | Avg: 1.5s/test | Remaining: 207 tests
[2025-10-13T23:47:31.049332] [INFO ] [CONFIGURE ] SPXC: Testing feature 20/29: add_price_rejection
[2025-10-13T23:47:31.049364] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_price_rejection']
[2025-10-13T23:47:31.175563] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:31.300568] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:31.425099] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:31.550822] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:31.676809] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:31.804012] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:31.931801] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:32.061943] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:32.190130] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:32.319300] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:32.319452] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_price_rejection (score: 80.00%)
[2025-10-13T23:47:32.319519] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 206 tests
[2025-10-13T23:47:32.319555] [INFO ] [CONFIGURE ] SPXC: Testing feature 21/29: add_range_position
[2025-10-13T23:47:32.319586] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_range_position']
[2025-10-13T23:47:32.455209] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:32.596857] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:32.732474] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:32.870360] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:33.009380] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:33.147367] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:33.294009] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:33.432341] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:33.571374] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:33.718939] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:33.719120] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_range_position (score: 90.00%)
[2025-10-13T23:47:33.719165] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 205 tests
[2025-10-13T23:47:33.719203] [INFO ] [CONFIGURE ] SPXC: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:47:33.719235] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:47:33.870796] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:34.020858] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:34.170810] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:34.320210] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:34.471722] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:34.621444] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:34.773516] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:34.932396] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:47:35.086336] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:35.245290] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:35.245454] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_realized_volatility (score: 80.00%)
[2025-10-13T23:47:35.245500] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 204 tests
[2025-10-13T23:47:35.245539] [INFO ] [CONFIGURE ] SPXC: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:47:35.245573] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:47:35.374156] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:35.507214] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:35.641142] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:35.773837] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:35.906737] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:36.042734] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:36.176173] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:36.308985] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:36.443213] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:36.578482] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:36.578690] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_recent_range_context (score: 90.00%)
[2025-10-13T23:47:36.578752] [INFO ] [CONFIGURE ] JOB ETA: 5.1m | Avg: 1.5s/test | Remaining: 203 tests
[2025-10-13T23:47:36.578792] [INFO ] [CONFIGURE ] SPXC: Testing feature 24/29: add_rsi
[2025-10-13T23:47:36.578825] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:47:36.725151] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:36.872107] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:37.020351] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:37.170099] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:37.321699] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:37.471280] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:37.619601] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:47:37.767849] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:37.949722] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:38.099915] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:38.100097] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:47:38.100141] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 202 tests
[2025-10-13T23:47:38.100177] [INFO ] [CONFIGURE ] SPXC: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:47:38.100210] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:47:38.229544] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:38.357788] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:38.488834] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:38.617813] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:38.756960] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:38.897998] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:39.057005] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:39.257042] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:39.449156] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:39.656467] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:39.656716] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:47:39.656796] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 201 tests
[2025-10-13T23:47:39.656857] [INFO ] [CONFIGURE ] SPXC: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:47:39.656912] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:47:39.804928] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:39.964489] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:40.116792] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:40.252478] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:40.385991] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:40.523842] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:40.656230] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:40.791855] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:40.986302] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:47:41.127889] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:41.128149] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_volume_momentum_confirmation (score: 80.00%)
[2025-10-13T23:47:41.128197] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 200 tests
[2025-10-13T23:47:41.128233] [INFO ] [CONFIGURE ] SPXC: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:47:41.128265] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:47:41.274858] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:41.423302] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:41.578862] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:41.727050] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:41.874598] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:42.038971] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:42.190356] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:42.341365] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:42.496980] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:42.653880] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:42.654182] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_volume_price_divergence (score: 80.00%)
[2025-10-13T23:47:42.654251] [INFO ] [CONFIGURE ] JOB ETA: 5.0m | Avg: 1.5s/test | Remaining: 199 tests
[2025-10-13T23:47:42.654293] [INFO ] [CONFIGURE ] SPXC: Testing feature 28/29: add_volume_profile
[2025-10-13T23:47:42.654327] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_volume_profile']
[2025-10-13T23:47:42.801837] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:42.942862] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:43.085991] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:43.228272] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:43.370682] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:43.520888] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:43.667601] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:43.818552] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:43.975172] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:44.116193] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:44.116418] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:47:44.116481] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 198 tests
[2025-10-13T23:47:44.116521] [INFO ] [CONFIGURE ] SPXC: Testing feature 29/29: add_vwap
[2025-10-13T23:47:44.116553] [INFO ] [CONFIGURE ] SPXC: Testing with features: ['add_obv_daily', 'add_vwap']
[2025-10-13T23:47:44.250399] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:47:44.383867] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:44.517885] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:47:44.650503] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:47:44.780710] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:47:44.910845] [DEBUG] [FORECASTER] SPXC: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:45.041389] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:47:45.177226] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:47:45.307557] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:47:45.434620] [DEBUG] [FORECASTER] SPXC: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:45.434793] [INFO ] [CONFIGURE ] SPXC: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:47:45.434842] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 197 tests
[2025-10-13T23:47:45.434877] [INFO ] [CONFIGURE ] SPXC: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:47:45.434907] [INFO ] [CONFIGURE ] SPXC: Best accuracy: 90.00%
[2025-10-13T23:47:45.434937] [INFO ] [CONFIGURE ] SPXC: Best feature set (1 features): ['add_obv_daily']
[2025-10-13T23:47:45.434964] [INFO ] [CONFIGURE ] SPXC: Improvement over baseline: 10.00%
[2025-10-13T23:47:45.434991] [INFO ] [CONFIGURE ] SPXC: Total time: 37.6 seconds
[2025-10-13T23:47:45.435017] [INFO ] [CONFIGURE ] SPXC: Average time per feature: 1.3 seconds
[2025-10-13T23:47:45.435044] [INFO ] [CONFIGURE ] SPXC: Average speed: 0.77 features/sec
[2025-10-13T23:47:45.435442] [INFO ] [LOCAL     ] Saved configuration for SPXC: 1 features, 90.00% accuracy -> ./output/feature-sets/SPXC.json
[2025-10-13T23:47:45.435496] [INFO ] [CONFIGURE ] SPXC: Configuration saved successfully: 1 features, 90.00% accuracy.
[2025-10-13T23:47:45.435555] [INFO ] [sig       ] [85/91] Successfully configured SPXC | 0.02 sym/s | Total: 1.0h | ETA: 4.4m
[2025-10-13T23:47:45.435611] [INFO ] [sig       ] [86/91] Configuring TSI...
[2025-10-13T23:47:45.435667] [INFO ] [CONFIGURE ] TSI: Configurate test run.
[2025-10-13T23:47:45.435749] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSI' from 'https://tdm.silogroup.org/data/derivative_storage/TSI.csv'.
[2025-10-13T23:47:45.446735] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSI'.
[2025-10-13T23:47:45.447015] [INFO ] [CONFIGURE ] TSI: Testing with 29 available features
[2025-10-13T23:47:45.447069] [INFO ] [CONFIGURE ] TSI: Establishing baseline with no features...
[2025-10-13T23:47:45.546874] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:45.646076] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:45.746176] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:47:45.846184] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:45.946928] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:47:46.047815] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:46.149354] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:47:46.252601] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:47:46.355388] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:47:46.458272] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:46.458405] [INFO ] [CONFIGURE ] TSI: Baseline score (no features): 10.00%
[2025-10-13T23:47:46.458448] [INFO ] [CONFIGURE ] TSI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:47:46.458480] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:47:46.570710] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:46.683520] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:46.796882] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:47:46.910163] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:47.051623] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:47:47.166996] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:47.283258] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:47:47.399035] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:47:47.517404] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:47:47.637393] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:47.637600] [INFO ] [CONFIGURE ] TSI: KEPT add_bollinger_bands (score: 30.00%)
[2025-10-13T23:47:47.637684] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 196 tests
[2025-10-13T23:47:47.637736] [INFO ] [CONFIGURE ] TSI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:47:47.637770] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta']
[2025-10-13T23:47:47.782807] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:47.927473] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:48.071006] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:47:48.212135] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:48.347076] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:48.479854] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:48.619216] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:47:48.761233] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:47:48.897747] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:49.036120] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:49.036341] [INFO ] [CONFIGURE ] TSI: KEPT add_cumulative_delta (score: 40.00%)
[2025-10-13T23:47:49.036394] [INFO ] [CONFIGURE ] JOB ETA: 4.9m | Avg: 1.5s/test | Remaining: 195 tests
[2025-10-13T23:47:49.036431] [INFO ] [CONFIGURE ] TSI: Testing feature 3/29: add_daily_returns
[2025-10-13T23:47:49.036489] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:47:49.180387] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:49.324961] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:49.468628] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:49.608418] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:49.752379] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:49.894375] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:50.039767] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:47:50.187179] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:47:50.334173] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:50.482002] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:50.482191] [INFO ] [CONFIGURE ] TSI: KEPT add_daily_returns (score: 50.00%)
[2025-10-13T23:47:50.482237] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 194 tests
[2025-10-13T23:47:50.482274] [INFO ] [CONFIGURE ] TSI: Testing feature 4/29: add_ema
[2025-10-13T23:47:50.482306] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema']
[2025-10-13T23:47:50.641851] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:50.819628] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:50.975604] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:51.140052] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:51.302421] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:51.465293] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:51.637275] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:47:51.810352] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:47:51.974147] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:52.133077] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:52.133263] [INFO ] [CONFIGURE ] TSI: KEPT add_ema (score: 70.00%)
[2025-10-13T23:47:52.133308] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 193 tests
[2025-10-13T23:47:52.133344] [INFO ] [CONFIGURE ] TSI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:47:52.133377] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:47:52.311260] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:52.489983] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:52.670386] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:52.854612] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:53.035955] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:53.220356] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:47:53.405118] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:47:53.587968] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:47:53.771408] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:53.959042] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:53.959259] [INFO ] [CONFIGURE ] TSI: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:47:53.959307] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 192 tests
[2025-10-13T23:47:53.959345] [INFO ] [CONFIGURE ] TSI: Testing feature 6/29: add_failed_moves
[2025-10-13T23:47:53.959380] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-13T23:47:54.121441] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:54.286232] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:54.450311] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:54.620344] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:54.781502] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:54.951103] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:55.118067] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:47:55.286740] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:47:55.456732] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:55.631890] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:55.632066] [INFO ] [CONFIGURE ] TSI: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:47:55.632113] [INFO ] [CONFIGURE ] JOB ETA: 4.8m | Avg: 1.5s/test | Remaining: 191 tests
[2025-10-13T23:47:55.632151] [INFO ] [CONFIGURE ] TSI: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:47:55.632186] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-13T23:47:55.799499] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:47:55.961774] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:47:56.162292] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:56.327909] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:56.494271] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:47:56.655632] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:56.821230] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:47:56.992230] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:47:57.166089] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:47:57.337896] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:47:57.338073] [INFO ] [CONFIGURE ] TSI: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T23:47:57.338117] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 190 tests
[2025-10-13T23:47:57.338154] [INFO ] [CONFIGURE ] TSI: Testing feature 8/29: add_macd
[2025-10-13T23:47:57.338187] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:47:57.535530] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:57.741224] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:57.948293] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:47:58.151970] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:47:58.352490] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:47:58.558506] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:47:58.767114] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:47:58.971585] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:47:59.203898] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:47:59.404368] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:47:59.404545] [INFO ] [CONFIGURE ] TSI: DISCARDED add_macd (score: 60.00%)
[2025-10-13T23:47:59.404591] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 189 tests
[2025-10-13T23:47:59.404632] [INFO ] [CONFIGURE ] TSI: Testing feature 9/29: add_mfi
[2025-10-13T23:47:59.404705] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-13T23:47:59.574711] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:47:59.747486] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:47:59.930621] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:00.106300] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:00.280791] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:00.463188] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:00.635076] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:00.808259] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:00.985659] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:01.161066] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:01.161224] [INFO ] [CONFIGURE ] TSI: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:48:01.161272] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 188 tests
[2025-10-13T23:48:01.161309] [INFO ] [CONFIGURE ] TSI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:48:01.161341] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:48:01.343632] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:01.529802] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:01.712706] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:01.912176] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:02.107854] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:02.298040] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:02.486840] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:02.676328] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:02.870669] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:03.066123] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:03.066333] [INFO ] [CONFIGURE ] TSI: DISCARDED add_momentum_acceleration (score: 40.00%)
[2025-10-13T23:48:03.066387] [INFO ] [CONFIGURE ] JOB ETA: 4.7m | Avg: 1.5s/test | Remaining: 187 tests
[2025-10-13T23:48:03.066426] [INFO ] [CONFIGURE ] TSI: Testing feature 11/29: add_obv_daily
[2025-10-13T23:48:03.066460] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_obv_daily']
[2025-10-13T23:48:03.233991] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:48:03.400343] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:03.565333] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:03.734092] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:03.904706] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:04.089100] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:04.257723] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:04.436824] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:04.606284] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:04.776679] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:04.776858] [INFO ] [CONFIGURE ] TSI: DISCARDED add_obv_daily (score: 70.00%)
[2025-10-13T23:48:04.776905] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 186 tests
[2025-10-13T23:48:04.776945] [INFO ] [CONFIGURE ] TSI: Testing feature 12/29: add_obv_interval
[2025-10-13T23:48:04.776979] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_obv_interval']
[2025-10-13T23:48:04.941437] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:05.107394] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:05.276222] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:05.441463] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:05.604937] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:05.769169] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:05.935404] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:48:06.100941] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:06.267358] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:06.432275] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:06.432503] [INFO ] [CONFIGURE ] TSI: DISCARDED add_obv_interval (score: 40.00%)
[2025-10-13T23:48:06.432558] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 185 tests
[2025-10-13T23:48:06.432594] [INFO ] [CONFIGURE ] TSI: Testing feature 13/29: add_opening_strength
[2025-10-13T23:48:06.432627] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-13T23:48:06.606222] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:06.781808] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:06.950627] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:07.120250] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:07.289123] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:07.459484] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:07.632753] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:07.809352] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:07.995413] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:08.166536] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:08.166733] [INFO ] [CONFIGURE ] TSI: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:48:08.166790] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 184 tests
[2025-10-13T23:48:08.166830] [INFO ] [CONFIGURE ] TSI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:48:08.166863] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:48:08.338238] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:08.512592] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:08.690170] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:08.867002] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:09.048529] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:09.232739] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:09.415800] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:09.596846] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:09.777289] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:09.967132] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:09.967337] [INFO ] [CONFIGURE ] TSI: DISCARDED add_order_flow_imbalance (score: 50.00%)
[2025-10-13T23:48:09.967384] [INFO ] [CONFIGURE ] JOB ETA: 4.6m | Avg: 1.5s/test | Remaining: 183 tests
[2025-10-13T23:48:09.967422] [INFO ] [CONFIGURE ] TSI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:48:09.967456] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:48:10.124441] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:10.281079] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:10.445551] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:10.607748] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:10.778128] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:10.950899] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:11.124460] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:11.290913] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:11.482159] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:11.647316] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:11.647493] [INFO ] [CONFIGURE ] TSI: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:48:11.647572] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 182 tests
[2025-10-13T23:48:11.647633] [INFO ] [CONFIGURE ] TSI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:48:11.647708] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:48:11.835288] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:12.002390] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:12.168275] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:12.337225] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:12.506560] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:12.689295] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:12.864852] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:13.035568] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:13.206720] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:13.383481] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:13.383688] [INFO ] [CONFIGURE ] TSI: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:48:13.383752] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 181 tests
[2025-10-13T23:48:13.383794] [INFO ] [CONFIGURE ] TSI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:48:13.383831] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_return_2d']
[2025-10-13T23:48:13.549673] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:13.715076] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:13.883631] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:14.053620] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:14.229033] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:14.401729] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:14.574485] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:14.748718] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:14.921287] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:15.095357] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:15.095518] [INFO ] [CONFIGURE ] TSI: DISCARDED add_pbf_return_2d (score: 50.00%)
[2025-10-13T23:48:15.095563] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 180 tests
[2025-10-13T23:48:15.095602] [INFO ] [CONFIGURE ] TSI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:48:15.095637] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:48:15.255257] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:15.421197] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:15.582417] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:15.744069] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:15.906382] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:16.067579] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:16.232971] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:16.402175] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:16.576802] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:16.752105] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:16.752279] [INFO ] [CONFIGURE ] TSI: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:48:16.752339] [INFO ] [CONFIGURE ] JOB ETA: 4.5m | Avg: 1.5s/test | Remaining: 179 tests
[2025-10-13T23:48:16.752377] [INFO ] [CONFIGURE ] TSI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:48:16.752409] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:48:16.909273] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:17.071288] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:17.231420] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:17.395165] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:17.570517] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:17.732824] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:17.898635] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:18.062013] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:18.223803] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:18.388441] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:18.388629] [INFO ] [CONFIGURE ] TSI: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:48:18.388711] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 178 tests
[2025-10-13T23:48:18.388756] [INFO ] [CONFIGURE ] TSI: Testing feature 20/29: add_price_rejection
[2025-10-13T23:48:18.388789] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_price_rejection']
[2025-10-13T23:48:18.554359] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:18.722417] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:18.891854] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:19.058558] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:19.232368] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:19.403373] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:19.577459] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:48:19.757592] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:19.929979] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:20.104157] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:20.104350] [INFO ] [CONFIGURE ] TSI: DISCARDED add_price_rejection (score: 10.00%)
[2025-10-13T23:48:20.104411] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 177 tests
[2025-10-13T23:48:20.104450] [INFO ] [CONFIGURE ] TSI: Testing feature 21/29: add_range_position
[2025-10-13T23:48:20.104482] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_range_position']
[2025-10-13T23:48:20.287519] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:20.474364] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:20.653158] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:20.835587] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:21.013985] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:21.194627] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:21.380996] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:21.564153] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:21.750134] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:48:21.932866] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:21.933091] [INFO ] [CONFIGURE ] TSI: DISCARDED add_range_position (score: 20.00%)
[2025-10-13T23:48:21.933155] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 176 tests
[2025-10-13T23:48:21.933195] [INFO ] [CONFIGURE ] TSI: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:48:21.933227] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_realized_volatility']
[2025-10-13T23:48:22.124027] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:22.315243] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:22.507397] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:22.699577] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:22.892377] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:23.106028] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:23.306286] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:23.503885] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:23.700234] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:23.895432] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:23.895616] [INFO ] [CONFIGURE ] TSI: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:48:23.895693] [INFO ] [CONFIGURE ] JOB ETA: 4.4m | Avg: 1.5s/test | Remaining: 175 tests
[2025-10-13T23:48:23.895765] [INFO ] [CONFIGURE ] TSI: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:48:23.895823] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_recent_range_context']
[2025-10-13T23:48:24.059988] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:24.228730] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:24.396030] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:24.563234] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:24.733152] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:24.901416] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:25.093662] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:25.266326] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:48:25.444915] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:25.620510] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:25.620701] [INFO ] [CONFIGURE ] TSI: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:48:25.620758] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 174 tests
[2025-10-13T23:48:25.620797] [INFO ] [CONFIGURE ] TSI: Testing feature 24/29: add_rsi
[2025-10-13T23:48:25.620829] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:48:25.782911] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:48:25.946836] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:26.117414] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:26.282760] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:26.446934] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:26.641833] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:26.813159] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:26.983378] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:27.152846] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:27.320697] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:27.320898] [INFO ] [CONFIGURE ] TSI: KEPT add_rsi (score: 80.00%)
[2025-10-13T23:48:27.320961] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 173 tests
[2025-10-13T23:48:27.321000] [INFO ] [CONFIGURE ] TSI: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:48:27.321032] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi', 'add_tick_distribution']
[2025-10-13T23:48:27.496616] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:27.673532] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:27.846958] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:28.030523] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:28.207727] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:28.384742] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:28.560975] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:28.737750] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:28.916858] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:29.095354] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:29.095529] [INFO ] [CONFIGURE ] TSI: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:48:29.095573] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 172 tests
[2025-10-13T23:48:29.095608] [INFO ] [CONFIGURE ] TSI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:48:29.095662] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi', 'add_volume_momentum_confirmation']
[2025-10-13T23:48:29.273933] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:48:29.447209] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:29.623632] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:29.799179] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:29.973264] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:30.149846] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:30.338069] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:48:30.524503] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:30.705123] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:30.885217] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:30.885505] [INFO ] [CONFIGURE ] TSI: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:48:30.885571] [INFO ] [CONFIGURE ] JOB ETA: 4.3m | Avg: 1.5s/test | Remaining: 171 tests
[2025-10-13T23:48:30.885633] [INFO ] [CONFIGURE ] TSI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:48:30.885711] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi', 'add_volume_price_divergence']
[2025-10-13T23:48:31.102952] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:48:31.321390] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:31.538135] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:31.779463] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:32.051322] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:32.287463] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:32.514779] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:48:32.735828] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:32.931155] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:33.129367] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:33.129580] [INFO ] [CONFIGURE ] TSI: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:48:33.129628] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 170 tests
[2025-10-13T23:48:33.129704] [INFO ] [CONFIGURE ] TSI: Testing feature 28/29: add_volume_profile
[2025-10-13T23:48:33.129752] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi', 'add_volume_profile']
[2025-10-13T23:48:33.309546] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:48:33.483674] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:33.659419] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:33.836965] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:34.016073] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:48:34.201904] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:34.388500] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:48:34.573050] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:34.763264] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:34.949893] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:34.950069] [INFO ] [CONFIGURE ] TSI: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:48:34.950113] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 169 tests
[2025-10-13T23:48:34.950150] [INFO ] [CONFIGURE ] TSI: Testing feature 29/29: add_vwap
[2025-10-13T23:48:34.950185] [INFO ] [CONFIGURE ] TSI: Testing with features: ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi', 'add_vwap']
[2025-10-13T23:48:35.133460] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:48:35.321825] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:35.513812] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:35.730012] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:48:35.916239] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:48:36.104582] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:36.296217] [DEBUG] [FORECASTER] TSI: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:48:36.485268] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:36.674567] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:48:36.859944] [DEBUG] [FORECASTER] TSI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:36.860101] [INFO ] [CONFIGURE ] TSI: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:48:36.860145] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 168 tests
[2025-10-13T23:48:36.860200] [INFO ] [CONFIGURE ] TSI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:48:36.860255] [INFO ] [CONFIGURE ] TSI: Best accuracy: 80.00%
[2025-10-13T23:48:36.860291] [INFO ] [CONFIGURE ] TSI: Best feature set (5 features): ['add_bollinger_bands', 'add_cumulative_delta', 'add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:48:36.860321] [INFO ] [CONFIGURE ] TSI: Improvement over baseline: 70.00%
[2025-10-13T23:48:36.860348] [INFO ] [CONFIGURE ] TSI: Total time: 50.4 seconds
[2025-10-13T23:48:36.860374] [INFO ] [CONFIGURE ] TSI: Average time per feature: 1.7 seconds
[2025-10-13T23:48:36.860400] [INFO ] [CONFIGURE ] TSI: Average speed: 0.58 features/sec
[2025-10-13T23:48:36.861002] [INFO ] [LOCAL     ] Saved configuration for TSI: 5 features, 80.00% accuracy -> ./output/feature-sets/TSI.json
[2025-10-13T23:48:36.861057] [INFO ] [CONFIGURE ] TSI: Configuration saved successfully: 5 features, 80.00% accuracy.
[2025-10-13T23:48:36.861107] [INFO ] [sig       ] [86/91] Successfully configured TSI | 0.02 sym/s | Total: 1.1h | ETA: 3.7m
[2025-10-13T23:48:36.861163] [INFO ] [sig       ] [87/91] Configuring TY...
[2025-10-13T23:48:36.861206] [INFO ] [CONFIGURE ] TY: Configurate test run.
[2025-10-13T23:48:36.861266] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TY' from 'https://tdm.silogroup.org/data/derivative_storage/TY.csv'.
[2025-10-13T23:48:36.874039] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TY'.
[2025-10-13T23:48:36.874490] [INFO ] [CONFIGURE ] TY: Testing with 29 available features
[2025-10-13T23:48:36.874549] [INFO ] [CONFIGURE ] TY: Establishing baseline with no features...
[2025-10-13T23:48:36.990085] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:37.111265] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:37.228590] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:37.349123] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:48:37.455557] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:37.561764] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:37.666448] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:37.772167] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:37.877799] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:37.984065] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:37.984234] [INFO ] [CONFIGURE ] TY: Baseline score (no features): 40.00%
[2025-10-13T23:48:37.984279] [INFO ] [CONFIGURE ] TY: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:48:37.984314] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:48:38.096747] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:38.209979] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:38.325436] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:38.439856] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:48:38.553530] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:38.671622] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:38.788324] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:38.903841] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:39.018054] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:39.134515] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:39.134688] [INFO ] [CONFIGURE ] TY: DISCARDED add_bollinger_bands (score: 40.00%)
[2025-10-13T23:48:39.134748] [INFO ] [CONFIGURE ] JOB ETA: 4.2m | Avg: 1.5s/test | Remaining: 167 tests
[2025-10-13T23:48:39.134786] [INFO ] [CONFIGURE ] TY: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:48:39.134818] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:48:39.256772] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:39.375061] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:39.497056] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:39.617022] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:39.733675] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:39.854662] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:39.973541] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:40.094188] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:40.214587] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:40.334862] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:40.334997] [INFO ] [CONFIGURE ] TY: KEPT add_cumulative_delta (score: 70.00%)
[2025-10-13T23:48:40.335041] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 166 tests
[2025-10-13T23:48:40.335076] [INFO ] [CONFIGURE ] TY: Testing feature 3/29: add_daily_returns
[2025-10-13T23:48:40.335110] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_daily_returns']
[2025-10-13T23:48:40.459624] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:40.581356] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:40.704052] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:40.827912] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:40.952426] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:41.077057] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:41.206432] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:41.336689] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:41.471218] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:41.598108] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:41.598288] [INFO ] [CONFIGURE ] TY: DISCARDED add_daily_returns (score: 40.00%)
[2025-10-13T23:48:41.598332] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 165 tests
[2025-10-13T23:48:41.598369] [INFO ] [CONFIGURE ] TY: Testing feature 4/29: add_ema
[2025-10-13T23:48:41.598400] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_ema']
[2025-10-13T23:48:41.742231] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:41.885276] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:42.026784] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:42.164671] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:42.308344] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:42.450164] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:42.590019] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:42.733519] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:42.880115] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:43.027861] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:43.028069] [INFO ] [CONFIGURE ] TY: DISCARDED add_ema (score: 40.00%)
[2025-10-13T23:48:43.028118] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 164 tests
[2025-10-13T23:48:43.028154] [INFO ] [CONFIGURE ] TY: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:48:43.028189] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:48:43.177794] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:43.335332] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:43.479106] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:43.621886] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:43.763567] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:43.907579] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:44.055070] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:44.200304] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:44.344842] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:44.488867] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:44.489016] [INFO ] [CONFIGURE ] TY: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:48:44.489060] [INFO ] [CONFIGURE ] JOB ETA: 4.1m | Avg: 1.5s/test | Remaining: 163 tests
[2025-10-13T23:48:44.489094] [INFO ] [CONFIGURE ] TY: Testing feature 6/29: add_failed_moves
[2025-10-13T23:48:44.489124] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_failed_moves']
[2025-10-13T23:48:44.612089] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:44.736156] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:44.850908] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:44.964079] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:45.078665] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:45.194129] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:45.308365] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:45.431047] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:45.547309] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:45.663370] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:45.663518] [INFO ] [CONFIGURE ] TY: DISCARDED add_failed_moves (score: 70.00%)
[2025-10-13T23:48:45.663580] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 162 tests
[2025-10-13T23:48:45.663617] [INFO ] [CONFIGURE ] TY: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:48:45.663674] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_lag_shelf']
[2025-10-13T23:48:45.768599] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:45.874886] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:45.992430] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:46.112662] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:46.230637] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:46.348916] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:46.465852] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:46.584237] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:46.703312] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:46.823389] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:46.823583] [INFO ] [CONFIGURE ] TY: DISCARDED add_lag_shelf (score: 70.00%)
[2025-10-13T23:48:46.823664] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 161 tests
[2025-10-13T23:48:46.823725] [INFO ] [CONFIGURE ] TY: Testing feature 8/29: add_macd
[2025-10-13T23:48:46.823762] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_vwap', 'add_macd']
[2025-10-13T23:48:46.978845] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:47.133613] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:47.289185] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:47.443892] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:47.600852] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:47.758344] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:47.917676] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:48.076035] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:48.234812] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:48.396118] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:48.396319] [INFO ] [CONFIGURE ] TY: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:48:48.396366] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 160 tests
[2025-10-13T23:48:48.396410] [INFO ] [CONFIGURE ] TY: Testing feature 9/29: add_mfi
[2025-10-13T23:48:48.396442] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_mfi']
[2025-10-13T23:48:48.531377] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:48.666098] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:48.799675] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:48.932908] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:49.067832] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:49.203207] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:49.342242] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:49.481165] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:49.621508] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:49.760739] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:49.760954] [INFO ] [CONFIGURE ] TY: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:48:49.761004] [INFO ] [CONFIGURE ] JOB ETA: 4.0m | Avg: 1.5s/test | Remaining: 159 tests
[2025-10-13T23:48:49.761042] [INFO ] [CONFIGURE ] TY: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:48:49.761075] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:48:49.911972] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:50.062485] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:50.287932] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:50.443924] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:50.597079] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:48:50.750050] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-03, Predicted=0.0, Actual=0
[2025-10-13T23:48:50.904225] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:51.058440] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:51.212794] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:51.364690] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:48:51.364914] [INFO ] [CONFIGURE ] TY: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:48:51.364963] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 158 tests
[2025-10-13T23:48:51.364999] [INFO ] [CONFIGURE ] TY: Testing feature 11/29: add_obv_daily
[2025-10-13T23:48:51.365031] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:48:51.492318] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:51.619547] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:51.747505] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:51.885374] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:52.015016] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:52.145194] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:52.273493] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:52.406327] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:52.539620] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:52.673943] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:52.674218] [INFO ] [CONFIGURE ] TY: KEPT add_obv_daily (score: 80.00%)
[2025-10-13T23:48:52.674283] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 157 tests
[2025-10-13T23:48:52.674324] [INFO ] [CONFIGURE ] TY: Testing feature 12/29: add_obv_interval
[2025-10-13T23:48:52.674358] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_obv_interval']
[2025-10-13T23:48:52.828597] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:52.969623] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:48:53.105955] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:53.249925] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:53.385855] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:53.525757] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:53.663903] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:53.814989] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:53.979437] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:54.120857] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:54.121042] [INFO ] [CONFIGURE ] TY: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:48:54.121086] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 156 tests
[2025-10-13T23:48:54.121124] [INFO ] [CONFIGURE ] TY: Testing feature 13/29: add_opening_strength
[2025-10-13T23:48:54.121211] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:48:54.275149] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:54.424312] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:54.576808] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:54.726877] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:54.874672] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:55.025485] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:55.182818] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:55.331736] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:55.489418] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:48:55.644469] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:55.644703] [INFO ] [CONFIGURE ] TY: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:48:55.644761] [INFO ] [CONFIGURE ] JOB ETA: 3.9m | Avg: 1.5s/test | Remaining: 155 tests
[2025-10-13T23:48:55.644801] [INFO ] [CONFIGURE ] TY: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:48:55.644833] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_order_flow_imbalance']
[2025-10-13T23:48:55.796577] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:55.947443] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:56.099082] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:56.255573] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:56.408874] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:56.567115] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:56.728273] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:56.916611] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:57.076116] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:57.227246] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:57.227404] [INFO ] [CONFIGURE ] TY: DISCARDED add_order_flow_imbalance (score: 80.00%)
[2025-10-13T23:48:57.227447] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 154 tests
[2025-10-13T23:48:57.227483] [INFO ] [CONFIGURE ] TY: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:48:57.227518] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_morning_momentum']
[2025-10-13T23:48:57.354761] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:57.484605] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:57.615775] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:48:57.750466] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:57.884978] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:58.017118] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:58.151507] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:58.286480] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:58.423827] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:48:58.558857] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:48:58.559010] [INFO ] [CONFIGURE ] TY: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:48:58.559053] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 153 tests
[2025-10-13T23:48:58.559087] [INFO ] [CONFIGURE ] TY: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:48:58.559117] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_overnight_gap']
[2025-10-13T23:48:58.698936] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:48:58.855196] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:48:58.999859] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:48:59.161261] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:48:59.304148] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:48:59.446970] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:48:59.597970] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:48:59.747473] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:48:59.898072] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:00.049496] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:49:00.049711] [INFO ] [CONFIGURE ] TY: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:49:00.049771] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 152 tests
[2025-10-13T23:49:00.049810] [INFO ] [CONFIGURE ] TY: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:49:00.049842] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_return_2d']
[2025-10-13T23:49:00.199570] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:00.354907] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:00.506932] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:00.660042] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:00.813304] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:00.965321] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:01.116206] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:01.268190] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:01.421364] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:01.586331] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:49:01.586511] [INFO ] [CONFIGURE ] TY: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:49:01.586555] [INFO ] [CONFIGURE ] JOB ETA: 3.8m | Avg: 1.5s/test | Remaining: 151 tests
[2025-10-13T23:49:01.586591] [INFO ] [CONFIGURE ] TY: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:49:01.586622] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_volatility_5d']
[2025-10-13T23:49:01.719879] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:01.854943] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:01.993844] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:02.128546] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:02.267197] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:02.401579] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:02.545783] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:02.692662] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:02.844809] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:49:03.006114] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:03.006321] [INFO ] [CONFIGURE ] TY: DISCARDED add_pbf_volatility_5d (score: 80.00%)
[2025-10-13T23:49:03.006369] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 150 tests
[2025-10-13T23:49:03.006406] [INFO ] [CONFIGURE ] TY: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:49:03.006438] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_pbf_vs_sma_5']
[2025-10-13T23:49:03.146780] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:03.277390] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:03.411187] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:03.541723] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:03.674399] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:03.805056] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:03.937826] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:04.070155] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:04.205557] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:04.340203] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:04.340401] [INFO ] [CONFIGURE ] TY: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:49:04.340446] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 149 tests
[2025-10-13T23:49:04.340483] [INFO ] [CONFIGURE ] TY: Testing feature 20/29: add_price_rejection
[2025-10-13T23:49:04.340516] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_price_rejection']
[2025-10-13T23:49:04.482560] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:04.629966] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:04.784371] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:04.936447] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:05.086725] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:05.236260] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:05.397044] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:05.551885] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:05.711479] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:05.878796] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:05.878966] [INFO ] [CONFIGURE ] TY: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:49:05.879009] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 148 tests
[2025-10-13T23:49:05.879043] [INFO ] [CONFIGURE ] TY: Testing feature 21/29: add_range_position
[2025-10-13T23:49:05.879073] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_range_position']
[2025-10-13T23:49:06.036588] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:06.193359] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:06.354288] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:49:06.510108] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:06.673285] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:06.831427] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:06.987142] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:07.143211] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:07.313365] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:07.475032] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:07.475186] [INFO ] [CONFIGURE ] TY: DISCARDED add_range_position (score: 60.00%)
[2025-10-13T23:49:07.475230] [INFO ] [CONFIGURE ] JOB ETA: 3.7m | Avg: 1.5s/test | Remaining: 147 tests
[2025-10-13T23:49:07.475265] [INFO ] [CONFIGURE ] TY: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:49:07.475296] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_realized_volatility']
[2025-10-13T23:49:07.655846] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:07.823465] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:07.993904] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:08.161511] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:08.333185] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:08.502836] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:08.671832] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:08.838728] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:09.040209] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:09.210540] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:09.210744] [INFO ] [CONFIGURE ] TY: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:49:09.210799] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 146 tests
[2025-10-13T23:49:09.210835] [INFO ] [CONFIGURE ] TY: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:49:09.210866] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_recent_range_context']
[2025-10-13T23:49:09.343518] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:09.478582] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:09.621416] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:09.761547] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:09.900772] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:10.037960] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:10.176609] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:10.317882] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:10.468960] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:10.612527] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:10.612708] [INFO ] [CONFIGURE ] TY: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:49:10.612766] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 145 tests
[2025-10-13T23:49:10.612805] [INFO ] [CONFIGURE ] TY: Testing feature 24/29: add_rsi
[2025-10-13T23:49:10.612837] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_ema', 'add_rsi']
[2025-10-13T23:49:10.768581] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:10.925175] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:11.082585] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:11.239262] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:11.397752] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:11.556262] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:11.713795] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:11.877156] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:12.060442] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:12.221284] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:12.221452] [INFO ] [CONFIGURE ] TY: DISCARDED add_rsi (score: 70.00%)
[2025-10-13T23:49:12.221496] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 144 tests
[2025-10-13T23:49:12.221533] [INFO ] [CONFIGURE ] TY: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:49:12.221565] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_tick_distribution']
[2025-10-13T23:49:12.355824] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:12.489986] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:12.625291] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:12.760171] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:12.896037] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:13.032345] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:13.173093] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:13.312543] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:13.453563] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:49:13.592071] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:13.592243] [INFO ] [CONFIGURE ] TY: DISCARDED add_tick_distribution (score: 80.00%)
[2025-10-13T23:49:13.592287] [INFO ] [CONFIGURE ] JOB ETA: 3.6m | Avg: 1.5s/test | Remaining: 143 tests
[2025-10-13T23:49:13.592384] [INFO ] [CONFIGURE ] TY: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:49:13.592436] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_momentum_confirmation']
[2025-10-13T23:49:13.730411] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:13.867919] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:14.006278] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:14.144714] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:14.283349] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:14.423709] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:14.570231] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:14.710573] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:14.852000] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:14.993994] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:14.994155] [INFO ] [CONFIGURE ] TY: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:49:14.994197] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 142 tests
[2025-10-13T23:49:14.994232] [INFO ] [CONFIGURE ] TY: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:49:14.994263] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_price_divergence']
[2025-10-13T23:49:15.139539] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:15.283674] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:15.434249] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:15.580202] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:15.725609] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:15.871363] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:16.023691] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:16.176726] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:16.325635] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:49:16.476338] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:16.476535] [INFO ] [CONFIGURE ] TY: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:49:16.476596] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 141 tests
[2025-10-13T23:49:16.476635] [INFO ] [CONFIGURE ] TY: Testing feature 28/29: add_volume_profile
[2025-10-13T23:49:16.476707] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_volume_profile']
[2025-10-13T23:49:16.614218] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:16.751223] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:16.888328] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:17.025817] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:17.164718] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:17.302958] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:17.447785] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:17.588673] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:17.729914] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:49:17.870528] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:17.870737] [INFO ] [CONFIGURE ] TY: DISCARDED add_volume_profile (score: 80.00%)
[2025-10-13T23:49:17.870792] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 140 tests
[2025-10-13T23:49:17.870829] [INFO ] [CONFIGURE ] TY: Testing feature 29/29: add_vwap
[2025-10-13T23:49:17.870859] [INFO ] [CONFIGURE ] TY: Testing with features: ['add_cumulative_delta', 'add_obv_daily', 'add_vwap']
[2025-10-13T23:49:18.030340] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-26, Predicted=1.0, Actual=1
[2025-10-13T23:49:18.195375] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:49:18.364617] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:49:18.524556] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:49:18.667946] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:18.815292] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-03, Predicted=1.0, Actual=0
[2025-10-13T23:49:18.959452] [DEBUG] [FORECASTER] TY: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:19.106787] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:19.254595] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:49:19.402357] [DEBUG] [FORECASTER] TY: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:19.402540] [INFO ] [CONFIGURE ] TY: DISCARDED add_vwap (score: 80.00%)
[2025-10-13T23:49:19.402596] [INFO ] [CONFIGURE ] JOB ETA: 3.5m | Avg: 1.5s/test | Remaining: 139 tests
[2025-10-13T23:49:19.402715] [INFO ] [CONFIGURE ] TY: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:49:19.402758] [INFO ] [CONFIGURE ] TY: Best accuracy: 80.00%
[2025-10-13T23:49:19.402791] [INFO ] [CONFIGURE ] TY: Best feature set (2 features): ['add_cumulative_delta', 'add_obv_daily']
[2025-10-13T23:49:19.402821] [INFO ] [CONFIGURE ] TY: Improvement over baseline: 40.00%
[2025-10-13T23:49:19.402849] [INFO ] [CONFIGURE ] TY: Total time: 41.4 seconds
[2025-10-13T23:49:19.402877] [INFO ] [CONFIGURE ] TY: Average time per feature: 1.4 seconds
[2025-10-13T23:49:19.402906] [INFO ] [CONFIGURE ] TY: Average speed: 0.70 features/sec
[2025-10-13T23:49:19.403522] [INFO ] [LOCAL     ] Saved configuration for TY: 2 features, 80.00% accuracy -> ./output/feature-sets/TY.json
[2025-10-13T23:49:19.403578] [INFO ] [CONFIGURE ] TY: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:49:19.403619] [INFO ] [sig       ] [87/91] Successfully configured TY | 0.02 sym/s | Total: 1.1h | ETA: 2.9m
[2025-10-13T23:49:19.403682] [INFO ] [sig       ] [88/91] Configuring UFI...
[2025-10-13T23:49:19.403732] [INFO ] [CONFIGURE ] UFI: Configurate test run.
[2025-10-13T23:49:19.403776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UFI' from 'https://tdm.silogroup.org/data/derivative_storage/UFI.csv'.
[2025-10-13T23:49:19.413761] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UFI'.
[2025-10-13T23:49:19.414024] [INFO ] [CONFIGURE ] UFI: Testing with 29 available features
[2025-10-13T23:49:19.414082] [INFO ] [CONFIGURE ] UFI: Establishing baseline with no features...
[2025-10-13T23:49:19.526555] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:19.628914] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:19.730496] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:19.833331] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:19.936940] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:20.040333] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:20.148791] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:20.255365] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:20.363813] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:49:20.471354] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:49:20.471492] [INFO ] [CONFIGURE ] UFI: Baseline score (no features): 60.00%
[2025-10-13T23:49:20.471566] [INFO ] [CONFIGURE ] UFI: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:49:20.471624] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:49:20.587698] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:20.702860] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:20.819402] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:49:20.934474] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:21.049804] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:21.166338] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:49:21.285384] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:21.404722] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:21.528958] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:49:21.649219] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:49:21.649372] [INFO ] [CONFIGURE ] UFI: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:49:21.649415] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 138 tests
[2025-10-13T23:49:21.649449] [INFO ] [CONFIGURE ] UFI: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:49:21.649479] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:49:21.769662] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:21.888114] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:22.007275] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:22.126294] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:22.246417] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:22.368149] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:49:22.490070] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:22.615101] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:22.740827] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:22.866699] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:22.866852] [INFO ] [CONFIGURE ] UFI: DISCARDED add_cumulative_delta (score: 60.00%)
[2025-10-13T23:49:22.866948] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 137 tests
[2025-10-13T23:49:22.867003] [INFO ] [CONFIGURE ] UFI: Testing feature 3/29: add_daily_returns
[2025-10-13T23:49:22.867039] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns']
[2025-10-13T23:49:22.980671] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:23.090320] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:23.197503] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:23.303665] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:23.412172] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:23.519616] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:23.627509] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:23.735818] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:23.845703] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:23.956908] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:23.957101] [INFO ] [CONFIGURE ] UFI: KEPT add_daily_returns (score: 70.00%)
[2025-10-13T23:49:23.957163] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 136 tests
[2025-10-13T23:49:23.957202] [INFO ] [CONFIGURE ] UFI: Testing feature 4/29: add_ema
[2025-10-13T23:49:23.957290] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:49:24.086395] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:24.218941] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:24.353248] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:24.486519] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:24.621034] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:24.755626] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:24.890089] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:25.025230] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:25.160915] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:25.297461] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:25.297671] [INFO ] [CONFIGURE ] UFI: KEPT add_ema (score: 80.00%)
[2025-10-13T23:49:25.297745] [INFO ] [CONFIGURE ] JOB ETA: 3.4m | Avg: 1.5s/test | Remaining: 135 tests
[2025-10-13T23:49:25.297815] [INFO ] [CONFIGURE ] UFI: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:49:25.297859] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:49:25.459143] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:25.612922] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:25.769416] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:25.922918] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:26.075665] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:26.227987] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:26.380587] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:26.540061] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:26.707847] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:26.863083] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:26.863272] [INFO ] [CONFIGURE ] UFI: DISCARDED add_exhaustion_signals (score: 70.00%)
[2025-10-13T23:49:26.863318] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 134 tests
[2025-10-13T23:49:26.863356] [INFO ] [CONFIGURE ] UFI: Testing feature 6/29: add_failed_moves
[2025-10-13T23:49:26.863388] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-13T23:49:27.000767] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:27.139735] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:27.277228] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:27.415392] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:27.554282] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:27.697048] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:27.828279] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:27.960759] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:28.095373] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:28.229299] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:28.229447] [INFO ] [CONFIGURE ] UFI: DISCARDED add_failed_moves (score: 80.00%)
[2025-10-13T23:49:28.229511] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 133 tests
[2025-10-13T23:49:28.229570] [INFO ] [CONFIGURE ] UFI: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:49:28.229606] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-13T23:49:28.350053] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:28.474910] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:28.596054] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:28.723058] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:28.849099] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:28.971576] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:29.094792] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:29.219799] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:29.347864] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:29.472060] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:29.472207] [INFO ] [CONFIGURE ] UFI: DISCARDED add_lag_shelf (score: 80.00%)
[2025-10-13T23:49:29.472251] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 132 tests
[2025-10-13T23:49:29.472286] [INFO ] [CONFIGURE ] UFI: Testing feature 8/29: add_macd
[2025-10-13T23:49:29.472318] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:49:29.627309] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:29.783600] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:29.944291] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:30.102126] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:49:30.261565] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:49:30.423790] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:30.584721] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:30.744122] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:30.903595] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:31.067010] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:31.067229] [INFO ] [CONFIGURE ] UFI: DISCARDED add_macd (score: 70.00%)
[2025-10-13T23:49:31.067332] [INFO ] [CONFIGURE ] JOB ETA: 3.3m | Avg: 1.5s/test | Remaining: 131 tests
[2025-10-13T23:49:31.067375] [INFO ] [CONFIGURE ] UFI: Testing feature 9/29: add_mfi
[2025-10-13T23:49:31.067408] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-13T23:49:31.205476] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:31.347455] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:31.486027] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:31.625568] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:31.765004] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:31.906337] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:32.049070] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:32.190491] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:32.346668] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:32.495979] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:32.496155] [INFO ] [CONFIGURE ] UFI: DISCARDED add_mfi (score: 80.00%)
[2025-10-13T23:49:32.496199] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 130 tests
[2025-10-13T23:49:32.496234] [INFO ] [CONFIGURE ] UFI: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:49:32.496266] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:49:32.648052] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:32.799973] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:32.956806] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:33.110488] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:33.285580] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:33.440084] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:33.596580] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:33.756458] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:33.912623] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:34.069513] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:34.069711] [INFO ] [CONFIGURE ] UFI: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:49:34.069769] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 129 tests
[2025-10-13T23:49:34.069806] [INFO ] [CONFIGURE ] UFI: Testing feature 11/29: add_obv_daily
[2025-10-13T23:49:34.069838] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_obv_daily']
[2025-10-13T23:49:34.197224] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:34.325270] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:34.454059] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:34.588864] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:34.719909] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:34.850164] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:34.981844] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:35.113612] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:49:35.253556] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:35.389230] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:35.389390] [INFO ] [CONFIGURE ] UFI: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:49:35.389454] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 128 tests
[2025-10-13T23:49:35.389493] [INFO ] [CONFIGURE ] UFI: Testing feature 12/29: add_obv_interval
[2025-10-13T23:49:35.389525] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_obv_interval']
[2025-10-13T23:49:35.516970] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:35.651217] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:35.786583] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:35.926409] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:36.067236] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:36.203799] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:49:36.343294] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:36.484260] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:36.625340] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:36.760595] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:36.760779] [INFO ] [CONFIGURE ] UFI: DISCARDED add_obv_interval (score: 60.00%)
[2025-10-13T23:49:36.760830] [INFO ] [CONFIGURE ] JOB ETA: 3.2m | Avg: 1.5s/test | Remaining: 127 tests
[2025-10-13T23:49:36.760866] [INFO ] [CONFIGURE ] UFI: Testing feature 13/29: add_opening_strength
[2025-10-13T23:49:36.760898] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-13T23:49:36.900770] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:37.042307] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:37.178602] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:37.320254] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:37.458200] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:37.596414] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:37.734680] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:37.873194] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:38.017178] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:38.161604] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:38.161779] [INFO ] [CONFIGURE ] UFI: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:49:38.161829] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 126 tests
[2025-10-13T23:49:38.161865] [INFO ] [CONFIGURE ] UFI: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:49:38.161896] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_order_flow_imbalance']
[2025-10-13T23:49:38.307058] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:38.454557] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:38.603031] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:38.746105] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:38.890277] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:39.035264] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:39.179825] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:39.342424] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:49:39.492243] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:39.642911] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:49:39.643066] [INFO ] [CONFIGURE ] UFI: DISCARDED add_order_flow_imbalance (score: 40.00%)
[2025-10-13T23:49:39.643109] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 125 tests
[2025-10-13T23:49:39.643143] [INFO ] [CONFIGURE ] UFI: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:49:39.643173] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_morning_momentum']
[2025-10-13T23:49:39.769210] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:39.893360] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:40.017543] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:40.147326] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:40.276846] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:40.406368] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:40.555372] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:40.694386] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:40.827475] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:40.957252] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:40.957468] [INFO ] [CONFIGURE ] UFI: DISCARDED add_pbf_morning_momentum (score: 70.00%)
[2025-10-13T23:49:40.957572] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 124 tests
[2025-10-13T23:49:40.957626] [INFO ] [CONFIGURE ] UFI: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:49:40.957694] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_overnight_gap']
[2025-10-13T23:49:41.092627] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:41.231095] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:41.368032] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:41.504944] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:41.649227] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:41.805044] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:41.961489] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:42.108433] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:42.251797] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:42.390099] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:42.390307] [INFO ] [CONFIGURE ] UFI: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:49:42.390358] [INFO ] [CONFIGURE ] JOB ETA: 3.1m | Avg: 1.5s/test | Remaining: 123 tests
[2025-10-13T23:49:42.390394] [INFO ] [CONFIGURE ] UFI: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:49:42.390426] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_return_2d']
[2025-10-13T23:49:42.545892] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:42.690618] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:42.831007] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:42.973231] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:43.115350] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:43.255582] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:43.396913] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:43.552778] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:43.729307] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:43.920760] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:43.920985] [INFO ] [CONFIGURE ] UFI: DISCARDED add_pbf_return_2d (score: 80.00%)
[2025-10-13T23:49:43.921057] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 122 tests
[2025-10-13T23:49:43.921119] [INFO ] [CONFIGURE ] UFI: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:49:43.921176] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_volatility_5d']
[2025-10-13T23:49:44.090183] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:44.264345] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:44.427332] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:49:44.589929] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-01, Predicted=1.0, Actual=0
[2025-10-13T23:49:44.758868] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:44.899051] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:45.031270] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:45.162943] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:45.316328] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:45.448855] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:45.449033] [INFO ] [CONFIGURE ] UFI: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:49:45.449077] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 121 tests
[2025-10-13T23:49:45.449112] [INFO ] [CONFIGURE ] UFI: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:49:45.449145] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_vs_sma_5']
[2025-10-13T23:49:45.577952] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:45.705671] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:45.833685] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:45.962139] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:46.091458] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:46.220468] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:46.349498] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:46.483140] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:46.616996] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:46.748373] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:46.748542] [INFO ] [CONFIGURE ] UFI: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:49:46.748586] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 120 tests
[2025-10-13T23:49:46.748621] [INFO ] [CONFIGURE ] UFI: Testing feature 20/29: add_price_rejection
[2025-10-13T23:49:46.748680] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_price_rejection']
[2025-10-13T23:49:46.881883] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:47.015511] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:47.162308] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:49:47.313640] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:47.450892] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:47.586368] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:47.722361] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:47.862721] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:47.998684] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:48.134786] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:48.134942] [INFO ] [CONFIGURE ] UFI: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:49:48.134987] [INFO ] [CONFIGURE ] JOB ETA: 3.0m | Avg: 1.5s/test | Remaining: 119 tests
[2025-10-13T23:49:48.135021] [INFO ] [CONFIGURE ] UFI: Testing feature 21/29: add_range_position
[2025-10-13T23:49:48.135052] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_range_position']
[2025-10-13T23:49:48.275589] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:48.423638] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:48.566427] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:49:48.710711] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:48.856393] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:49.000334] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:49.144621] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:49.289628] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:49.435198] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:49.581502] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:49.581681] [INFO ] [CONFIGURE ] UFI: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:49:49.581742] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 118 tests
[2025-10-13T23:49:49.581780] [INFO ] [CONFIGURE ] UFI: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:49:49.581812] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_realized_volatility']
[2025-10-13T23:49:49.742046] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:49.904406] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:50.066074] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:50.229715] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:50.396981] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:50.571010] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:50.740999] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:50.912819] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:51.080502] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:51.237908] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:51.238069] [INFO ] [CONFIGURE ] UFI: DISCARDED add_realized_volatility (score: 70.00%)
[2025-10-13T23:49:51.238114] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 117 tests
[2025-10-13T23:49:51.238147] [INFO ] [CONFIGURE ] UFI: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:49:51.238178] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_recent_range_context']
[2025-10-13T23:49:51.367752] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:51.494868] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:51.622500] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:51.750528] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:51.884958] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:52.021765] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:52.163273] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:52.300810] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:52.437572] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:49:52.574706] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:52.574863] [INFO ] [CONFIGURE ] UFI: DISCARDED add_recent_range_context (score: 60.00%)
[2025-10-13T23:49:52.574908] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 116 tests
[2025-10-13T23:49:52.574943] [INFO ] [CONFIGURE ] UFI: Testing feature 24/29: add_rsi
[2025-10-13T23:49:52.574977] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_rsi']
[2025-10-13T23:49:52.709876] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:52.849683] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:52.986789] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:49:53.127277] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:53.272304] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:53.418015] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:53.565994] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:53.711899] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:53.856858] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:53.999376] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:53.999525] [INFO ] [CONFIGURE ] UFI: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:49:53.999568] [INFO ] [CONFIGURE ] JOB ETA: 2.9m | Avg: 1.5s/test | Remaining: 115 tests
[2025-10-13T23:49:53.999603] [INFO ] [CONFIGURE ] UFI: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:49:53.999634] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_tick_distribution']
[2025-10-13T23:49:54.130187] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:54.260609] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:54.394728] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:54.529263] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:54.664608] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:54.799153] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:54.934713] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:55.069166] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:55.203769] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:49:55.338846] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:55.338970] [INFO ] [CONFIGURE ] UFI: DISCARDED add_tick_distribution (score: 60.00%)
[2025-10-13T23:49:55.339014] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 114 tests
[2025-10-13T23:49:55.339049] [INFO ] [CONFIGURE ] UFI: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:49:55.339081] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_volume_momentum_confirmation']
[2025-10-13T23:49:55.507164] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:55.670795] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:55.833902] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:55.994983] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:56.157547] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:56.308123] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:56.451891] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:56.596243] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:56.742115] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:56.889376] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:56.889520] [INFO ] [CONFIGURE ] UFI: DISCARDED add_volume_momentum_confirmation (score: 60.00%)
[2025-10-13T23:49:56.889563] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 113 tests
[2025-10-13T23:49:56.889597] [INFO ] [CONFIGURE ] UFI: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:49:56.889628] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_volume_price_divergence']
[2025-10-13T23:49:57.035781] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:49:57.185993] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:57.335902] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:57.518792] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:57.669719] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:57.821205] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:57.972104] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:49:58.122518] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:58.272999] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:58.424939] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:58.425097] [INFO ] [CONFIGURE ] UFI: DISCARDED add_volume_price_divergence (score: 70.00%)
[2025-10-13T23:49:58.425141] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 112 tests
[2025-10-13T23:49:58.425176] [INFO ] [CONFIGURE ] UFI: Testing feature 28/29: add_volume_profile
[2025-10-13T23:49:58.425208] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_volume_profile']
[2025-10-13T23:49:58.564704] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:49:58.712196] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:49:58.854398] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:49:58.995582] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:49:59.136901] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:49:59.277466] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:49:59.420078] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-06, Predicted=1.0, Actual=0
[2025-10-13T23:49:59.565089] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:49:59.709371] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:49:59.852952] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:49:59.853225] [INFO ] [CONFIGURE ] UFI: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:49:59.853284] [INFO ] [CONFIGURE ] JOB ETA: 2.8m | Avg: 1.5s/test | Remaining: 111 tests
[2025-10-13T23:49:59.853321] [INFO ] [CONFIGURE ] UFI: Testing feature 29/29: add_vwap
[2025-10-13T23:49:59.853351] [INFO ] [CONFIGURE ] UFI: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap']
[2025-10-13T23:49:59.993434] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:00.138585] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:00.280746] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:00.428216] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-01, Predicted=0.0, Actual=0
[2025-10-13T23:50:00.571574] [DEBUG] [FORECASTER] UFI: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:50:00.715724] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:00.859304] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-06, Predicted=0.0, Actual=0
[2025-10-13T23:50:01.007071] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:50:01.154187] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-08, Predicted=1.0, Actual=1
[2025-10-13T23:50:01.302340] [DEBUG] [FORECASTER] UFI: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:01.302481] [INFO ] [CONFIGURE ] UFI: DISCARDED add_vwap (score: 70.00%)
[2025-10-13T23:50:01.302524] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 110 tests
[2025-10-13T23:50:01.302559] [INFO ] [CONFIGURE ] UFI: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:50:01.302589] [INFO ] [CONFIGURE ] UFI: Best accuracy: 80.00%
[2025-10-13T23:50:01.302619] [INFO ] [CONFIGURE ] UFI: Best feature set (2 features): ['add_daily_returns', 'add_ema']
[2025-10-13T23:50:01.302674] [INFO ] [CONFIGURE ] UFI: Improvement over baseline: 20.00%
[2025-10-13T23:50:01.302723] [INFO ] [CONFIGURE ] UFI: Total time: 40.8 seconds
[2025-10-13T23:50:01.302753] [INFO ] [CONFIGURE ] UFI: Average time per feature: 1.4 seconds
[2025-10-13T23:50:01.302783] [INFO ] [CONFIGURE ] UFI: Average speed: 0.71 features/sec
[2025-10-13T23:50:01.303454] [INFO ] [LOCAL     ] Saved configuration for UFI: 2 features, 80.00% accuracy -> ./output/feature-sets/UFI.json
[2025-10-13T23:50:01.303508] [INFO ] [CONFIGURE ] UFI: Configuration saved successfully: 2 features, 80.00% accuracy.
[2025-10-13T23:50:01.303558] [INFO ] [sig       ] [88/91] Successfully configured UFI | 0.02 sym/s | Total: 1.1h | ETA: 2.2m
[2025-10-13T23:50:01.303614] [INFO ] [sig       ] [89/91] Configuring UPS...
[2025-10-13T23:50:01.303671] [INFO ] [CONFIGURE ] UPS: Configurate test run.
[2025-10-13T23:50:01.303742] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UPS' from 'https://tdm.silogroup.org/data/derivative_storage/UPS.csv'.
[2025-10-13T23:50:01.314677] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'UPS'.
[2025-10-13T23:50:01.314963] [INFO ] [CONFIGURE ] UPS: Testing with 29 available features
[2025-10-13T23:50:01.315019] [INFO ] [CONFIGURE ] UPS: Establishing baseline with no features...
[2025-10-13T23:50:01.422889] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:01.525170] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:01.636595] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:50:01.746817] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:01.865754] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:01.977439] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:02.098762] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:02.234741] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:02.357235] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:02.473062] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:02.473259] [INFO ] [CONFIGURE ] UPS: Baseline score (no features): 30.00%
[2025-10-13T23:50:02.473305] [INFO ] [CONFIGURE ] UPS: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:50:02.473340] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:50:02.599131] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:02.722468] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:02.846444] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:50:02.973532] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:03.122993] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-02, Predicted=1.0, Actual=0
[2025-10-13T23:50:03.246693] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:03.365931] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:03.486614] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:03.607458] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:03.729267] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:03.729446] [INFO ] [CONFIGURE ] UPS: DISCARDED add_bollinger_bands (score: 20.00%)
[2025-10-13T23:50:03.729492] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 109 tests
[2025-10-13T23:50:03.729526] [INFO ] [CONFIGURE ] UPS: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:50:03.729556] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:50:03.849119] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:03.970591] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:04.093206] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:04.220037] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:04.369244] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:04.514825] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:04.643360] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:04.770800] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:50:04.896753] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:05.023034] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:05.023175] [INFO ] [CONFIGURE ] UPS: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:50:05.023249] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 108 tests
[2025-10-13T23:50:05.023300] [INFO ] [CONFIGURE ] UPS: Testing feature 3/29: add_daily_returns
[2025-10-13T23:50:05.023355] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_daily_returns']
[2025-10-13T23:50:05.128353] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:05.234578] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:05.342856] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:05.450612] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:05.558189] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:05.674039] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:05.779527] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:05.885466] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:05.999596] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:06.111254] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:06.111385] [INFO ] [CONFIGURE ] UPS: DISCARDED add_daily_returns (score: 20.00%)
[2025-10-13T23:50:06.111429] [INFO ] [CONFIGURE ] JOB ETA: 2.7m | Avg: 1.5s/test | Remaining: 107 tests
[2025-10-13T23:50:06.111464] [INFO ] [CONFIGURE ] UPS: Testing feature 4/29: add_ema
[2025-10-13T23:50:06.111495] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema']
[2025-10-13T23:50:06.231069] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:06.351246] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:06.471629] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:50:06.593078] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:06.715063] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:06.837476] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:06.959825] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:07.082729] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:50:07.206223] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:07.330484] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:07.330623] [INFO ] [CONFIGURE ] UPS: KEPT add_ema (score: 40.00%)
[2025-10-13T23:50:07.330700] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 106 tests
[2025-10-13T23:50:07.330749] [INFO ] [CONFIGURE ] UPS: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:50:07.330783] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:50:07.480312] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:07.627334] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:07.774598] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:07.921718] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:08.071744] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:08.221895] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:08.371449] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:08.522180] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:08.674259] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:08.826705] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:08.826922] [INFO ] [CONFIGURE ] UPS: KEPT add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:50:08.826995] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 105 tests
[2025-10-13T23:50:08.827034] [INFO ] [CONFIGURE ] UPS: Testing feature 6/29: add_failed_moves
[2025-10-13T23:50:08.827067] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_failed_moves']
[2025-10-13T23:50:08.986430] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:09.141784] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:09.301171] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:09.463261] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:09.651900] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:09.827407] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:09.998844] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:10.164826] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:10.338179] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:10.522890] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:10.523095] [INFO ] [CONFIGURE ] UPS: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:50:10.523154] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 104 tests
[2025-10-13T23:50:10.523193] [INFO ] [CONFIGURE ] UPS: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:50:10.523278] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_lag_shelf']
[2025-10-13T23:50:10.679105] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:10.830603] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:10.988198] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:11.146930] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:11.306737] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:11.463088] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:11.621357] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:11.779525] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:11.942578] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:12.099571] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:12.099780] [INFO ] [CONFIGURE ] UPS: DISCARDED add_lag_shelf (score: 40.00%)
[2025-10-13T23:50:12.099844] [INFO ] [CONFIGURE ] JOB ETA: 2.6m | Avg: 1.5s/test | Remaining: 103 tests
[2025-10-13T23:50:12.099884] [INFO ] [CONFIGURE ] UPS: Testing feature 8/29: add_macd
[2025-10-13T23:50:12.099916] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_macd']
[2025-10-13T23:50:12.274404] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:12.449774] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:12.659130] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:12.847362] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:13.025432] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:13.203164] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:13.384964] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:13.562759] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:13.739069] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:13.917257] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:13.917454] [INFO ] [CONFIGURE ] UPS: DISCARDED add_macd (score: 40.00%)
[2025-10-13T23:50:13.917501] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 102 tests
[2025-10-13T23:50:13.917573] [INFO ] [CONFIGURE ] UPS: Testing feature 9/29: add_mfi
[2025-10-13T23:50:13.917624] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_mfi']
[2025-10-13T23:50:14.082638] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:14.248733] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:14.416992] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:14.585139] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:14.753233] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:14.927492] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:15.095406] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:15.263619] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:15.441036] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:15.615940] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:15.616114] [INFO ] [CONFIGURE ] UPS: DISCARDED add_mfi (score: 30.00%)
[2025-10-13T23:50:15.616159] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 101 tests
[2025-10-13T23:50:15.616196] [INFO ] [CONFIGURE ] UPS: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:50:15.616228] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:50:15.799447] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:15.994179] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:16.167230] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:16.348452] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:16.523626] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:16.701994] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:16.882345] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:17.061226] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:17.244091] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:17.429586] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:17.429776] [INFO ] [CONFIGURE ] UPS: DISCARDED add_momentum_acceleration (score: 20.00%)
[2025-10-13T23:50:17.429845] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 100 tests
[2025-10-13T23:50:17.429907] [INFO ] [CONFIGURE ] UPS: Testing feature 11/29: add_obv_daily
[2025-10-13T23:50:17.429964] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_daily']
[2025-10-13T23:50:17.591072] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:17.753673] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:17.912372] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:18.076426] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:18.269380] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:18.458862] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:18.650888] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:18.860477] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:19.023488] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:19.188540] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:19.188825] [INFO ] [CONFIGURE ] UPS: DISCARDED add_obv_daily (score: 20.00%)
[2025-10-13T23:50:19.188890] [INFO ] [CONFIGURE ] JOB ETA: 2.5m | Avg: 1.5s/test | Remaining: 99 tests
[2025-10-13T23:50:19.188929] [INFO ] [CONFIGURE ] UPS: Testing feature 12/29: add_obv_interval
[2025-10-13T23:50:19.188970] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_obv_interval']
[2025-10-13T23:50:19.342840] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:19.497390] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:19.650786] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:19.807989] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:19.969627] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:20.127765] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:20.296810] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:20.459343] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:20.618619] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:20.784414] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:20.784625] [INFO ] [CONFIGURE ] UPS: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T23:50:20.784711] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 98 tests
[2025-10-13T23:50:20.784756] [INFO ] [CONFIGURE ] UPS: Testing feature 13/29: add_opening_strength
[2025-10-13T23:50:20.784790] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:50:20.949102] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:21.116949] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:21.287673] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:21.456194] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:21.621746] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:21.792351] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:21.969092] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:22.138083] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:22.300875] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:22.466552] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:22.466762] [INFO ] [CONFIGURE ] UPS: DISCARDED add_opening_strength (score: 30.00%)
[2025-10-13T23:50:22.466817] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 97 tests
[2025-10-13T23:50:22.466852] [INFO ] [CONFIGURE ] UPS: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:50:22.466884] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_order_flow_imbalance']
[2025-10-13T23:50:22.633154] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:22.800521] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:22.968032] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:23.136574] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:23.312056] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:23.488301] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:23.663615] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:23.833794] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:24.019964] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:24.194544] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:24.194784] [INFO ] [CONFIGURE ] UPS: DISCARDED add_order_flow_imbalance (score: 30.00%)
[2025-10-13T23:50:24.194836] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 96 tests
[2025-10-13T23:50:24.194873] [INFO ] [CONFIGURE ] UPS: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:50:24.194905] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_morning_momentum']
[2025-10-13T23:50:24.358680] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:24.518499] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:24.669879] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:24.817270] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:24.965440] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:25.119851] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:25.271927] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:25.437628] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:25.598217] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:25.752170] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:25.752343] [INFO ] [CONFIGURE ] UPS: DISCARDED add_pbf_morning_momentum (score: 30.00%)
[2025-10-13T23:50:25.752387] [INFO ] [CONFIGURE ] JOB ETA: 2.4m | Avg: 1.5s/test | Remaining: 95 tests
[2025-10-13T23:50:25.752423] [INFO ] [CONFIGURE ] UPS: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:50:25.752456] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_overnight_gap']
[2025-10-13T23:50:25.907389] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:26.064899] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:26.218010] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:26.369315] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:26.525745] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:26.682427] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:26.836822] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:26.991667] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:27.148247] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:27.303389] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:27.303553] [INFO ] [CONFIGURE ] UPS: DISCARDED add_pbf_overnight_gap (score: 40.00%)
[2025-10-13T23:50:27.303616] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 94 tests
[2025-10-13T23:50:27.303688] [INFO ] [CONFIGURE ] UPS: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:50:27.303738] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_return_2d']
[2025-10-13T23:50:27.461324] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:27.619501] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:27.807793] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:27.973343] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:28.133311] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:28.303236] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:28.491195] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:28.680079] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:28.865961] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:29.063188] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:29.063365] [INFO ] [CONFIGURE ] UPS: DISCARDED add_pbf_return_2d (score: 30.00%)
[2025-10-13T23:50:29.063410] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 93 tests
[2025-10-13T23:50:29.063446] [INFO ] [CONFIGURE ] UPS: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:50:29.063478] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_volatility_5d']
[2025-10-13T23:50:29.214255] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:29.367001] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:29.524496] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:29.683466] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:29.844753] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:30.000191] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:30.152626] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:30.310067] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:30.475208] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:30.642700] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:30.642919] [INFO ] [CONFIGURE ] UPS: DISCARDED add_pbf_volatility_5d (score: 40.00%)
[2025-10-13T23:50:30.642970] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 92 tests
[2025-10-13T23:50:30.643008] [INFO ] [CONFIGURE ] UPS: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:50:30.643043] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_pbf_vs_sma_5']
[2025-10-13T23:50:30.823170] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:30.973246] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:31.122163] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:31.271381] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:31.420631] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:31.571065] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:31.718155] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:31.869884] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:32.030078] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:32.192975] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:32.193147] [INFO ] [CONFIGURE ] UPS: DISCARDED add_pbf_vs_sma_5 (score: 50.00%)
[2025-10-13T23:50:32.193193] [INFO ] [CONFIGURE ] JOB ETA: 2.3m | Avg: 1.5s/test | Remaining: 91 tests
[2025-10-13T23:50:32.193230] [INFO ] [CONFIGURE ] UPS: Testing feature 20/29: add_price_rejection
[2025-10-13T23:50:32.193263] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_price_rejection']
[2025-10-13T23:50:32.363523] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:32.535874] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:32.695536] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:32.854057] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:33.015393] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:33.182242] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:33.346282] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:33.511364] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:33.682571] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:50:33.886432] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:33.886694] [INFO ] [CONFIGURE ] UPS: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:50:33.886758] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 90 tests
[2025-10-13T23:50:33.886797] [INFO ] [CONFIGURE ] UPS: Testing feature 21/29: add_range_position
[2025-10-13T23:50:33.886830] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_range_position']
[2025-10-13T23:50:34.051865] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:34.217129] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:34.384460] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:34.549774] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:34.715523] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:34.881633] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:35.055766] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:35.244621] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:35.414269] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:35.596444] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:35.596625] [INFO ] [CONFIGURE ] UPS: DISCARDED add_range_position (score: 50.00%)
[2025-10-13T23:50:35.596706] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 89 tests
[2025-10-13T23:50:35.596755] [INFO ] [CONFIGURE ] UPS: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:50:35.596791] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_realized_volatility']
[2025-10-13T23:50:35.787078] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:35.991378] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:36.182052] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:36.412118] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:36.687176] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:36.933308] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:37.156778] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:37.350145] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:37.530754] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:37.713732] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:37.713914] [INFO ] [CONFIGURE ] UPS: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:50:37.713960] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 88 tests
[2025-10-13T23:50:37.713997] [INFO ] [CONFIGURE ] UPS: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:50:37.714029] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_recent_range_context']
[2025-10-13T23:50:37.867024] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:38.021020] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:38.175376] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:38.329599] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:38.484436] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:38.644332] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:38.805783] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:38.968489] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:39.134900] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:39.304441] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:39.304686] [INFO ] [CONFIGURE ] UPS: DISCARDED add_recent_range_context (score: 40.00%)
[2025-10-13T23:50:39.304750] [INFO ] [CONFIGURE ] JOB ETA: 2.2m | Avg: 1.5s/test | Remaining: 87 tests
[2025-10-13T23:50:39.304794] [INFO ] [CONFIGURE ] UPS: Testing feature 24/29: add_rsi
[2025-10-13T23:50:39.304829] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_rsi']
[2025-10-13T23:50:39.471075] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:39.629749] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:39.794313] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:39.962696] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:40.117946] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:40.273299] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:40.430527] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:40.591854] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:40.751518] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:40.915790] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:40.915991] [INFO ] [CONFIGURE ] UPS: DISCARDED add_rsi (score: 30.00%)
[2025-10-13T23:50:40.916036] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 86 tests
[2025-10-13T23:50:40.916073] [INFO ] [CONFIGURE ] UPS: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:50:40.916106] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_tick_distribution']
[2025-10-13T23:50:41.071227] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:41.219789] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:41.368391] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:41.517962] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:41.669720] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:41.820936] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:41.972845] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:42.125450] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:42.279549] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:42.433073] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:42.433241] [INFO ] [CONFIGURE ] UPS: DISCARDED add_tick_distribution (score: 40.00%)
[2025-10-13T23:50:42.433287] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 85 tests
[2025-10-13T23:50:42.433322] [INFO ] [CONFIGURE ] UPS: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:50:42.433353] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_momentum_confirmation']
[2025-10-13T23:50:42.586574] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:42.740849] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:42.894487] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:43.049032] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:43.206001] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:43.363067] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:43.522528] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:50:43.681332] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:43.840737] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:44.002349] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:44.002541] [INFO ] [CONFIGURE ] UPS: DISCARDED add_volume_momentum_confirmation (score: 40.00%)
[2025-10-13T23:50:44.002591] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 84 tests
[2025-10-13T23:50:44.002629] [INFO ] [CONFIGURE ] UPS: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:50:44.002699] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_price_divergence']
[2025-10-13T23:50:44.164153] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:44.326836] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:44.488415] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-30, Predicted=0.0, Actual=1
[2025-10-13T23:50:44.654427] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:44.820965] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:44.987300] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:45.155151] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:45.322451] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:45.496277] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:45.675246] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:45.675410] [INFO ] [CONFIGURE ] UPS: DISCARDED add_volume_price_divergence (score: 40.00%)
[2025-10-13T23:50:45.675454] [INFO ] [CONFIGURE ] JOB ETA: 2.1m | Avg: 1.5s/test | Remaining: 83 tests
[2025-10-13T23:50:45.675492] [INFO ] [CONFIGURE ] UPS: Testing feature 28/29: add_volume_profile
[2025-10-13T23:50:45.675526] [INFO ] [CONFIGURE ] UPS: Testing with features: ['add_ema', 'add_vwap', 'add_exhaustion_signals', 'add_volume_profile']
[2025-10-13T23:50:45.831608] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:45.997148] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:50:46.148281] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-09-30, Predicted=1.0, Actual=1
[2025-10-13T23:50:46.309695] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:50:46.463372] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:46.620957] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:50:46.775473] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:46.934055] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:50:47.090970] [DEBUG] [FORECASTER] UPS: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:50:47.248488] [DEBUG] [FORECASTER] UPS: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:47.248693] [INFO ] [CONFIGURE ] UPS: DISCARDED add_volume_profile (score: 40.00%)
[2025-10-13T23:50:47.248753] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 82 tests
[2025-10-13T23:50:47.248815] [INFO ] [CONFIGURE ] UPS: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:50:47.248870] [INFO ] [CONFIGURE ] UPS: Best accuracy: 50.00%
[2025-10-13T23:50:47.248905] [INFO ] [CONFIGURE ] UPS: Best feature set (3 features): ['add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:50:47.248935] [INFO ] [CONFIGURE ] UPS: Improvement over baseline: 20.00%
[2025-10-13T23:50:47.248962] [INFO ] [CONFIGURE ] UPS: Total time: 44.8 seconds
[2025-10-13T23:50:47.248989] [INFO ] [CONFIGURE ] UPS: Average time per feature: 1.6 seconds
[2025-10-13T23:50:47.249016] [INFO ] [CONFIGURE ] UPS: Average speed: 0.65 features/sec
[2025-10-13T23:50:47.249439] [INFO ] [LOCAL     ] Saved configuration for UPS: 3 features, 50.00% accuracy -> ./output/feature-sets/UPS.json
[2025-10-13T23:50:47.249492] [INFO ] [CONFIGURE ] UPS: Configuration saved successfully: 3 features, 50.00% accuracy.
[2025-10-13T23:50:47.249541] [INFO ] [sig       ] [89/91] Successfully configured UPS | 0.02 sym/s | Total: 1.1h | ETA: 1.5m
[2025-10-13T23:50:47.249608] [INFO ] [sig       ] [90/91] Configuring VST...
[2025-10-13T23:50:47.249687] [INFO ] [CONFIGURE ] VST: Configurate test run.
[2025-10-13T23:50:47.249761] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VST' from 'https://tdm.silogroup.org/data/derivative_storage/VST.csv'.
[2025-10-13T23:50:47.262377] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VST'.
[2025-10-13T23:50:47.262802] [INFO ] [CONFIGURE ] VST: Testing with 29 available features
[2025-10-13T23:50:47.262858] [INFO ] [CONFIGURE ] VST: Establishing baseline with no features...
[2025-10-13T23:50:47.365099] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:47.464953] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:47.568447] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:47.672147] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:47.775713] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:47.879076] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:47.983820] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:48.087381] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:48.192463] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:48.297335] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:48.297487] [INFO ] [CONFIGURE ] VST: Baseline score (no features): 60.00%
[2025-10-13T23:50:48.297559] [INFO ] [CONFIGURE ] VST: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:50:48.297674] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:50:48.409799] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:48.521156] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:48.632103] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:48.746005] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:48.859621] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:48.999916] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:49.113972] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:49.229790] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:49.344906] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:49.461136] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:49.461281] [INFO ] [CONFIGURE ] VST: DISCARDED add_bollinger_bands (score: 60.00%)
[2025-10-13T23:50:49.461323] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 81 tests
[2025-10-13T23:50:49.461357] [INFO ] [CONFIGURE ] VST: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:50:49.461387] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:50:49.579119] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:49.699209] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:49.819275] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:49.942817] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:50.063804] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:50.184948] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:50.307634] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:50.437615] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:50.564333] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:50.695255] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:50.695423] [INFO ] [CONFIGURE ] VST: DISCARDED add_cumulative_delta (score: 50.00%)
[2025-10-13T23:50:50.695468] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 80 tests
[2025-10-13T23:50:50.695504] [INFO ] [CONFIGURE ] VST: Testing feature 3/29: add_daily_returns
[2025-10-13T23:50:50.695535] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_daily_returns']
[2025-10-13T23:50:50.804672] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:50:50.914080] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:51.024561] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:51.134692] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:51.246825] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:51.359220] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:51.474427] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:51.586574] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:51.698464] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:51.813149] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:51.813311] [INFO ] [CONFIGURE ] VST: DISCARDED add_daily_returns (score: 50.00%)
[2025-10-13T23:50:51.813357] [INFO ] [CONFIGURE ] JOB ETA: 2.0m | Avg: 1.5s/test | Remaining: 79 tests
[2025-10-13T23:50:51.813392] [INFO ] [CONFIGURE ] VST: Testing feature 4/29: add_ema
[2025-10-13T23:50:51.813425] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_ema']
[2025-10-13T23:50:51.938806] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:52.060622] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:52.185392] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:52.323426] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:52.464224] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:52.585195] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:52.707446] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:52.829096] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:52.964549] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:53.086374] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:53.086541] [INFO ] [CONFIGURE ] VST: DISCARDED add_ema (score: 60.00%)
[2025-10-13T23:50:53.086593] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 78 tests
[2025-10-13T23:50:53.086689] [INFO ] [CONFIGURE ] VST: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:50:53.086739] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:50:53.212915] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:53.339118] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:53.466266] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:53.597089] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:53.728848] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:53.856142] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:53.984842] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:54.112878] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:54.241789] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:54.371794] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:50:54.371984] [INFO ] [CONFIGURE ] VST: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:50:54.372029] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 77 tests
[2025-10-13T23:50:54.372198] [INFO ] [CONFIGURE ] VST: Testing feature 6/29: add_failed_moves
[2025-10-13T23:50:54.372241] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_failed_moves']
[2025-10-13T23:50:54.482064] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:54.590182] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:54.696578] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:54.806979] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:54.936250] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:55.062432] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:55.172971] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:55.283955] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:55.395993] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:55.508469] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:55.508687] [INFO ] [CONFIGURE ] VST: DISCARDED add_failed_moves (score: 60.00%)
[2025-10-13T23:50:55.508820] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 76 tests
[2025-10-13T23:50:55.508874] [INFO ] [CONFIGURE ] VST: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:50:55.508909] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_lag_shelf']
[2025-10-13T23:50:55.609920] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:55.710353] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:55.810952] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:55.912300] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:56.014636] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:56.116036] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:56.218105] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:56.320265] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:50:56.423487] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:56.527839] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:56.527991] [INFO ] [CONFIGURE ] VST: DISCARDED add_lag_shelf (score: 60.00%)
[2025-10-13T23:50:56.528034] [INFO ] [CONFIGURE ] JOB ETA: 1.9m | Avg: 1.5s/test | Remaining: 75 tests
[2025-10-13T23:50:56.528066] [INFO ] [CONFIGURE ] VST: Testing feature 8/29: add_macd
[2025-10-13T23:50:56.528097] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd']
[2025-10-13T23:50:56.665944] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:56.805433] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:56.944979] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:57.086529] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:57.228543] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:57.370795] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:57.516041] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:57.659853] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:50:57.803023] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:57.946303] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:57.946488] [INFO ] [CONFIGURE ] VST: KEPT add_macd (score: 70.00%)
[2025-10-13T23:50:57.946534] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 74 tests
[2025-10-13T23:50:57.946570] [INFO ] [CONFIGURE ] VST: Testing feature 9/29: add_mfi
[2025-10-13T23:50:57.946602] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_mfi']
[2025-10-13T23:50:58.117159] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:58.272004] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:50:58.427821] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:50:58.584143] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:50:58.744738] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:50:58.900567] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:50:59.077499] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:50:59.260508] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:50:59.419017] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:50:59.576932] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:50:59.577141] [INFO ] [CONFIGURE ] VST: DISCARDED add_mfi (score: 70.00%)
[2025-10-13T23:50:59.577189] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 73 tests
[2025-10-13T23:50:59.577225] [INFO ] [CONFIGURE ] VST: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:50:59.577257] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:50:59.743638] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:50:59.912060] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:00.081237] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:00.255570] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:00.429844] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:00.603409] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:00.783526] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:00.960500] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:01.166454] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:01.366347] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:01.366540] [INFO ] [CONFIGURE ] VST: DISCARDED add_momentum_acceleration (score: 60.00%)
[2025-10-13T23:51:01.366685] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 72 tests
[2025-10-13T23:51:01.366741] [INFO ] [CONFIGURE ] VST: Testing feature 11/29: add_obv_daily
[2025-10-13T23:51:01.366777] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_obv_daily']
[2025-10-13T23:51:01.537295] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:01.697794] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:01.848610] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:02.000233] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:02.160086] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:02.317377] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:02.466866] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:02.617726] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:02.767963] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:02.916333] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:02.916515] [INFO ] [CONFIGURE ] VST: DISCARDED add_obv_daily (score: 60.00%)
[2025-10-13T23:51:02.916561] [INFO ] [CONFIGURE ] JOB ETA: 1.8m | Avg: 1.5s/test | Remaining: 71 tests
[2025-10-13T23:51:02.916598] [INFO ] [CONFIGURE ] VST: Testing feature 12/29: add_obv_interval
[2025-10-13T23:51:02.916630] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_obv_interval']
[2025-10-13T23:51:03.059322] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:03.204892] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-29, Predicted=1.0, Actual=1
[2025-10-13T23:51:03.356028] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:03.505024] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:03.651732] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:03.799767] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:03.947915] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:04.096067] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:04.245131] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:04.394698] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:04.394889] [INFO ] [CONFIGURE ] VST: DISCARDED add_obv_interval (score: 70.00%)
[2025-10-13T23:51:04.394950] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 70 tests
[2025-10-13T23:51:04.394988] [INFO ] [CONFIGURE ] VST: Testing feature 13/29: add_opening_strength
[2025-10-13T23:51:04.395020] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_daily_returns', 'add_opening_strength']
[2025-10-13T23:51:04.549435] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:04.703697] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:04.864320] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:05.019839] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:05.176017] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:05.333178] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:05.492080] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:05.654174] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:05.816038] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:05.978936] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:05.979111] [INFO ] [CONFIGURE ] VST: DISCARDED add_opening_strength (score: 70.00%)
[2025-10-13T23:51:05.979156] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 69 tests
[2025-10-13T23:51:05.979191] [INFO ] [CONFIGURE ] VST: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:51:05.979223] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_order_flow_imbalance']
[2025-10-13T23:51:06.140144] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:06.300031] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:06.465001] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:06.622932] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:06.781586] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:06.940306] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:07.100388] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:07.260371] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:07.419928] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:07.584391] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:07.584596] [INFO ] [CONFIGURE ] VST: DISCARDED add_order_flow_imbalance (score: 60.00%)
[2025-10-13T23:51:07.584701] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 68 tests
[2025-10-13T23:51:07.584764] [INFO ] [CONFIGURE ] VST: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:51:07.584803] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_morning_momentum']
[2025-10-13T23:51:07.727601] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:07.872056] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:08.019940] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:08.163377] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:08.308448] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:08.453991] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:08.605512] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:08.770483] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:08.914079] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:09.060681] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:09.060844] [INFO ] [CONFIGURE ] VST: DISCARDED add_pbf_morning_momentum (score: 60.00%)
[2025-10-13T23:51:09.060888] [INFO ] [CONFIGURE ] JOB ETA: 1.7m | Avg: 1.5s/test | Remaining: 67 tests
[2025-10-13T23:51:09.060924] [INFO ] [CONFIGURE ] VST: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:51:09.060956] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_overnight_gap']
[2025-10-13T23:51:09.203066] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:09.345460] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:09.493881] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:09.637875] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:09.782845] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:09.927333] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:10.077290] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:10.238314] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:10.394335] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:10.566301] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:10.566481] [INFO ] [CONFIGURE ] VST: DISCARDED add_pbf_overnight_gap (score: 60.00%)
[2025-10-13T23:51:10.566526] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 66 tests
[2025-10-13T23:51:10.566562] [INFO ] [CONFIGURE ] VST: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:51:10.566594] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_return_2d']
[2025-10-13T23:51:10.719581] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:10.887179] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:11.071349] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:11.227085] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:11.382010] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:11.538164] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:11.698133] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:11.858828] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:12.017546] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:12.175027] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:12.175263] [INFO ] [CONFIGURE ] VST: DISCARDED add_pbf_return_2d (score: 60.00%)
[2025-10-13T23:51:12.175328] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 65 tests
[2025-10-13T23:51:12.175367] [INFO ] [CONFIGURE ] VST: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:51:12.175400] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_volatility_5d']
[2025-10-13T23:51:12.318902] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:12.464401] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:12.610886] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:12.753755] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:12.896665] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:13.040425] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:13.186106] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:13.345112] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:13.494343] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:13.645036] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:13.645195] [INFO ] [CONFIGURE ] VST: DISCARDED add_pbf_volatility_5d (score: 60.00%)
[2025-10-13T23:51:13.645240] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 64 tests
[2025-10-13T23:51:13.645273] [INFO ] [CONFIGURE ] VST: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:51:13.645306] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_pbf_vs_sma_5']
[2025-10-13T23:51:13.787489] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:13.929418] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:14.075996] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:14.219885] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:14.365068] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:14.510902] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:14.654172] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:14.799545] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:14.944948] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:15.094582] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:15.094803] [INFO ] [CONFIGURE ] VST: DISCARDED add_pbf_vs_sma_5 (score: 70.00%)
[2025-10-13T23:51:15.094948] [INFO ] [CONFIGURE ] JOB ETA: 1.6m | Avg: 1.5s/test | Remaining: 63 tests
[2025-10-13T23:51:15.095024] [INFO ] [CONFIGURE ] VST: Testing feature 20/29: add_price_rejection
[2025-10-13T23:51:15.095095] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_price_rejection']
[2025-10-13T23:51:15.254081] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:15.409824] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:15.573785] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:15.750256] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:15.918064] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:16.080835] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:16.253733] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:16.409113] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:16.566412] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:16.722878] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:16.723074] [INFO ] [CONFIGURE ] VST: DISCARDED add_price_rejection (score: 70.00%)
[2025-10-13T23:51:16.723145] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 62 tests
[2025-10-13T23:51:16.723204] [INFO ] [CONFIGURE ] VST: Testing feature 21/29: add_range_position
[2025-10-13T23:51:16.723239] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_range_position']
[2025-10-13T23:51:16.879940] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:17.038368] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:17.201185] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:17.362320] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:17.521803] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:17.682492] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:17.845855] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:18.007851] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:18.168301] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:18.330442] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:18.330626] [INFO ] [CONFIGURE ] VST: DISCARDED add_range_position (score: 70.00%)
[2025-10-13T23:51:18.330705] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 61 tests
[2025-10-13T23:51:18.330754] [INFO ] [CONFIGURE ] VST: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:51:18.330787] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_realized_volatility']
[2025-10-13T23:51:18.506212] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:18.682050] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:18.861071] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:19.039799] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:19.217856] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:19.397327] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:19.575721] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:19.764667] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:19.965296] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:20.151188] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:20.151381] [INFO ] [CONFIGURE ] VST: DISCARDED add_realized_volatility (score: 60.00%)
[2025-10-13T23:51:20.151428] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 60 tests
[2025-10-13T23:51:20.151463] [INFO ] [CONFIGURE ] VST: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:51:20.151494] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_recent_range_context']
[2025-10-13T23:51:20.305808] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:20.455473] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:20.606259] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:20.760541] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:20.911684] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:21.064549] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:21.217916] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:21.371366] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:21.524636] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:21.679845] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:21.680020] [INFO ] [CONFIGURE ] VST: DISCARDED add_recent_range_context (score: 70.00%)
[2025-10-13T23:51:21.680066] [INFO ] [CONFIGURE ] JOB ETA: 1.5m | Avg: 1.5s/test | Remaining: 59 tests
[2025-10-13T23:51:21.680101] [INFO ] [CONFIGURE ] VST: Testing feature 24/29: add_rsi
[2025-10-13T23:51:21.680134] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_ema', 'add_rsi']
[2025-10-13T23:51:21.851698] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:22.017604] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:22.183335] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:22.377531] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:22.548137] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:22.716587] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:22.885440] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:23.053964] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:23.222363] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:23.398585] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:51:23.398791] [INFO ] [CONFIGURE ] VST: DISCARDED add_rsi (score: 60.00%)
[2025-10-13T23:51:23.398841] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 58 tests
[2025-10-13T23:51:23.398877] [INFO ] [CONFIGURE ] VST: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:51:23.398908] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_tick_distribution']
[2025-10-13T23:51:23.546455] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:23.694285] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:23.840987] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:23.991039] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:24.139494] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:24.288266] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:24.436568] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:24.584626] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:24.736000] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:24.888301] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:24.888483] [INFO ] [CONFIGURE ] VST: DISCARDED add_tick_distribution (score: 70.00%)
[2025-10-13T23:51:24.888546] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 57 tests
[2025-10-13T23:51:24.888582] [INFO ] [CONFIGURE ] VST: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:51:24.888613] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_volume_momentum_confirmation']
[2025-10-13T23:51:25.040121] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:25.191606] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:25.393626] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:25.545778] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:25.701395] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:25.855231] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:26.011802] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:26.177856] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:26.339339] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:26.513932] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:26.514164] [INFO ] [CONFIGURE ] VST: DISCARDED add_volume_momentum_confirmation (score: 70.00%)
[2025-10-13T23:51:26.514231] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 56 tests
[2025-10-13T23:51:26.514272] [INFO ] [CONFIGURE ] VST: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:51:26.514305] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_volume_price_divergence']
[2025-10-13T23:51:26.696295] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:26.876986] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:27.060329] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:27.243460] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:27.423576] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:27.592302] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:27.764153] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:27.924917] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-07, Predicted=0.0, Actual=1
[2025-10-13T23:51:28.094018] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:28.263445] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:28.263702] [INFO ] [CONFIGURE ] VST: DISCARDED add_volume_price_divergence (score: 50.00%)
[2025-10-13T23:51:28.263767] [INFO ] [CONFIGURE ] JOB ETA: 1.4m | Avg: 1.5s/test | Remaining: 55 tests
[2025-10-13T23:51:28.263819] [INFO ] [CONFIGURE ] VST: Testing feature 28/29: add_volume_profile
[2025-10-13T23:51:28.263878] [INFO ] [CONFIGURE ] VST: Testing with features: ['add_vwap', 'add_macd', 'add_volume_profile']
[2025-10-13T23:51:28.454705] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:28.611955] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:28.786536] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:28.969269] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:29.195858] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-02, Predicted=0.0, Actual=0
[2025-10-13T23:51:29.411444] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-03, Predicted=1.0, Actual=1
[2025-10-13T23:51:29.629422] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:29.822336] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-07, Predicted=1.0, Actual=1
[2025-10-13T23:51:30.002623] [DEBUG] [FORECASTER] VST: Forecast INCORRECT: Date=2025-10-08, Predicted=0.0, Actual=1
[2025-10-13T23:51:30.164614] [DEBUG] [FORECASTER] VST: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:30.164856] [INFO ] [CONFIGURE ] VST: DISCARDED add_volume_profile (score: 70.00%)
[2025-10-13T23:51:30.164908] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 54 tests
[2025-10-13T23:51:30.164948] [INFO ] [CONFIGURE ] VST: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:51:30.164979] [INFO ] [CONFIGURE ] VST: Best accuracy: 70.00%
[2025-10-13T23:51:30.165012] [INFO ] [CONFIGURE ] VST: Best feature set (2 features): ['add_vwap', 'add_macd']
[2025-10-13T23:51:30.165041] [INFO ] [CONFIGURE ] VST: Improvement over baseline: 10.00%
[2025-10-13T23:51:30.165069] [INFO ] [CONFIGURE ] VST: Total time: 41.9 seconds
[2025-10-13T23:51:30.165098] [INFO ] [CONFIGURE ] VST: Average time per feature: 1.5 seconds
[2025-10-13T23:51:30.165130] [INFO ] [CONFIGURE ] VST: Average speed: 0.69 features/sec
[2025-10-13T23:51:30.165756] [INFO ] [LOCAL     ] Saved configuration for VST: 2 features, 70.00% accuracy -> ./output/feature-sets/VST.json
[2025-10-13T23:51:30.165812] [INFO ] [CONFIGURE ] VST: Configuration saved successfully: 2 features, 70.00% accuracy.
[2025-10-13T23:51:30.165882] [INFO ] [sig       ] [90/91] Successfully configured VST | 0.02 sym/s | Total: 1.1h | ETA: 44s
[2025-10-13T23:51:30.165940] [INFO ] [sig       ] [91/91] Configuring WBX...
[2025-10-13T23:51:30.165974] [INFO ] [CONFIGURE ] WBX: Configurate test run.
[2025-10-13T23:51:30.166033] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WBX' from 'https://tdm.silogroup.org/data/derivative_storage/WBX.csv'.
[2025-10-13T23:51:30.178171] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WBX'.
[2025-10-13T23:51:30.178502] [INFO ] [CONFIGURE ] WBX: Testing with 29 available features
[2025-10-13T23:51:30.178559] [INFO ] [CONFIGURE ] WBX: Establishing baseline with no features...
[2025-10-13T23:51:30.279567] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:30.378926] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:30.477447] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:30.577015] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:30.677096] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:30.779306] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:30.880680] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:30.981753] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:31.084781] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:31.190498] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:51:31.190736] [INFO ] [CONFIGURE ] WBX: Baseline score (no features): 30.00%
[2025-10-13T23:51:31.190793] [INFO ] [CONFIGURE ] WBX: Testing feature 1/29: add_bollinger_bands
[2025-10-13T23:51:31.190829] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_bollinger_bands']
[2025-10-13T23:51:31.306165] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:31.449222] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:31.562780] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:31.678239] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:31.795821] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:31.914802] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:32.034048] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:32.153593] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:32.274046] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:32.406806] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:51:32.406979] [INFO ] [CONFIGURE ] WBX: DISCARDED add_bollinger_bands (score: 30.00%)
[2025-10-13T23:51:32.407023] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 53 tests
[2025-10-13T23:51:32.407059] [INFO ] [CONFIGURE ] WBX: Testing feature 2/29: add_cumulative_delta
[2025-10-13T23:51:32.407090] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_cumulative_delta']
[2025-10-13T23:51:32.531125] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:32.660313] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:32.779062] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:32.899294] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:33.021384] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:33.148952] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:33.270077] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:33.396950] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:33.520791] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:33.644758] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:33.644904] [INFO ] [CONFIGURE ] WBX: DISCARDED add_cumulative_delta (score: 30.00%)
[2025-10-13T23:51:33.644947] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 52 tests
[2025-10-13T23:51:33.644981] [INFO ] [CONFIGURE ] WBX: Testing feature 3/29: add_daily_returns
[2025-10-13T23:51:33.645012] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns']
[2025-10-13T23:51:33.748188] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:33.851296] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:33.955340] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:34.059845] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:34.164257] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:34.269696] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:34.374970] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:34.496954] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:34.604085] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:34.713355] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:34.713602] [INFO ] [CONFIGURE ] WBX: KEPT add_daily_returns (score: 40.00%)
[2025-10-13T23:51:34.713683] [INFO ] [CONFIGURE ] JOB ETA: 1.3m | Avg: 1.5s/test | Remaining: 51 tests
[2025-10-13T23:51:34.713737] [INFO ] [CONFIGURE ] WBX: Testing feature 4/29: add_ema
[2025-10-13T23:51:34.713774] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema']
[2025-10-13T23:51:34.838386] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:34.960234] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:35.082161] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:35.204782] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:35.331438] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:35.455345] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:35.579526] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:35.707064] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:35.830006] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:35.955823] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:35.956005] [INFO ] [CONFIGURE ] WBX: KEPT add_ema (score: 50.00%)
[2025-10-13T23:51:35.956049] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 50 tests
[2025-10-13T23:51:35.956085] [INFO ] [CONFIGURE ] WBX: Testing feature 5/29: add_exhaustion_signals
[2025-10-13T23:51:35.956118] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_exhaustion_signals']
[2025-10-13T23:51:36.105070] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:36.255876] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:36.407189] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:36.559607] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:36.709722] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:36.859223] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:37.009027] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:37.161090] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:37.312036] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:37.462960] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:37.463152] [INFO ] [CONFIGURE ] WBX: DISCARDED add_exhaustion_signals (score: 50.00%)
[2025-10-13T23:51:37.463198] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 49 tests
[2025-10-13T23:51:37.463238] [INFO ] [CONFIGURE ] WBX: Testing feature 6/29: add_failed_moves
[2025-10-13T23:51:37.463275] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_failed_moves']
[2025-10-13T23:51:37.600159] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:37.733003] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:37.865581] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:37.999523] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:38.135515] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:38.271164] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:38.401711] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:38.536975] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:38.671971] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:38.809965] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:38.810137] [INFO ] [CONFIGURE ] WBX: DISCARDED add_failed_moves (score: 50.00%)
[2025-10-13T23:51:38.810182] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 48 tests
[2025-10-13T23:51:38.810218] [INFO ] [CONFIGURE ] WBX: Testing feature 7/29: add_lag_shelf
[2025-10-13T23:51:38.810250] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_lag_shelf']
[2025-10-13T23:51:38.933818] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:39.057467] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:39.179203] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:39.300477] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:39.421917] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:39.545097] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:39.667928] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:39.792570] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:39.917335] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:40.043214] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:40.043361] [INFO ] [CONFIGURE ] WBX: DISCARDED add_lag_shelf (score: 50.00%)
[2025-10-13T23:51:40.043408] [INFO ] [CONFIGURE ] JOB ETA: 1.2m | Avg: 1.5s/test | Remaining: 47 tests
[2025-10-13T23:51:40.043443] [INFO ] [CONFIGURE ] WBX: Testing feature 8/29: add_macd
[2025-10-13T23:51:40.043476] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_vwap', 'add_macd']
[2025-10-13T23:51:40.200115] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:40.357360] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:40.518804] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:40.678990] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:40.846935] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-02, Predicted=1.0, Actual=1
[2025-10-13T23:51:41.008071] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:41.169543] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:41.331238] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:51:41.492585] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:41.656828] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:41.657037] [INFO ] [CONFIGURE ] WBX: DISCARDED add_macd (score: 50.00%)
[2025-10-13T23:51:41.657084] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 46 tests
[2025-10-13T23:51:41.657122] [INFO ] [CONFIGURE ] WBX: Testing feature 9/29: add_mfi
[2025-10-13T23:51:41.657154] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_mfi']
[2025-10-13T23:51:41.794711] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:41.932076] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:42.071577] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:42.215120] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:42.358286] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:42.507349] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:42.651371] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:42.796596] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:42.942031] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:43.087806] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:43.087984] [INFO ] [CONFIGURE ] WBX: DISCARDED add_mfi (score: 50.00%)
[2025-10-13T23:51:43.088031] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 45 tests
[2025-10-13T23:51:43.088071] [INFO ] [CONFIGURE ] WBX: Testing feature 10/29: add_momentum_acceleration
[2025-10-13T23:51:43.088106] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_pbf_morning_momentum', 'add_momentum_acceleration']
[2025-10-13T23:51:43.247370] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:43.404800] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:43.590222] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:43.750230] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:43.910125] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:44.072784] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:44.235723] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:44.398635] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:44.563828] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:44.722362] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:44.722559] [INFO ] [CONFIGURE ] WBX: DISCARDED add_momentum_acceleration (score: 30.00%)
[2025-10-13T23:51:44.722628] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 44 tests
[2025-10-13T23:51:44.722704] [INFO ] [CONFIGURE ] WBX: Testing feature 11/29: add_obv_daily
[2025-10-13T23:51:44.722748] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_obv_daily']
[2025-10-13T23:51:44.853726] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:44.980250] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:45.108247] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:45.239502] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:45.371432] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:45.502614] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:45.637993] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:45.771945] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:45.903168] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:46.034967] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:51:46.035142] [INFO ] [CONFIGURE ] WBX: DISCARDED add_obv_daily (score: 30.00%)
[2025-10-13T23:51:46.035186] [INFO ] [CONFIGURE ] JOB ETA: 1.1m | Avg: 1.5s/test | Remaining: 43 tests
[2025-10-13T23:51:46.035221] [INFO ] [CONFIGURE ] WBX: Testing feature 12/29: add_obv_interval
[2025-10-13T23:51:46.035252] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_obv_interval']
[2025-10-13T23:51:46.170821] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:46.297698] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:46.431935] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:46.562146] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:46.692195] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:46.827931] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:46.962422] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:47.105091] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:47.238819] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:47.372498] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:47.372665] [INFO ] [CONFIGURE ] WBX: DISCARDED add_obv_interval (score: 30.00%)
[2025-10-13T23:51:47.372726] [INFO ] [CONFIGURE ] JOB ETA: 1.0m | Avg: 1.5s/test | Remaining: 42 tests
[2025-10-13T23:51:47.372765] [INFO ] [CONFIGURE ] WBX: Testing feature 13/29: add_opening_strength
[2025-10-13T23:51:47.372797] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-13T23:51:47.505736] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:47.645280] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:47.782119] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:47.921661] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:48.059909] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:48.198366] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:48.338283] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:48.481565] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:48.626546] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:48.775358] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:48.775522] [INFO ] [CONFIGURE ] WBX: KEPT add_opening_strength (score: 60.00%)
[2025-10-13T23:51:48.775568] [INFO ] [CONFIGURE ] JOB ETA: 1.0m | Avg: 1.5s/test | Remaining: 41 tests
[2025-10-13T23:51:48.775605] [INFO ] [CONFIGURE ] WBX: Testing feature 14/29: add_order_flow_imbalance
[2025-10-13T23:51:48.775638] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_order_flow_imbalance']
[2025-10-13T23:51:48.939355] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:49.099327] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:49.257700] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:49.419468] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:49.578575] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:49.736427] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:49.895439] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:50.056325] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:50.217695] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:51:50.380546] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:50.380730] [INFO ] [CONFIGURE ] WBX: DISCARDED add_order_flow_imbalance (score: 10.00%)
[2025-10-13T23:51:50.380784] [INFO ] [CONFIGURE ] JOB ETA: 60s | Avg: 1.5s/test | Remaining: 40 tests
[2025-10-13T23:51:50.380820] [INFO ] [CONFIGURE ] WBX: Testing feature 15/29: add_pbf_morning_momentum
[2025-10-13T23:51:50.380973] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_pbf_morning_momentum']
[2025-10-13T23:51:50.519104] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:50.663545] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:50.806567] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:50.950254] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:51.092773] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:51.235459] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:51.379140] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:51.526186] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:51.672357] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:51.830540] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:51.830794] [INFO ] [CONFIGURE ] WBX: DISCARDED add_pbf_morning_momentum (score: 50.00%)
[2025-10-13T23:51:51.830845] [INFO ] [CONFIGURE ] JOB ETA: 58s | Avg: 1.5s/test | Remaining: 39 tests
[2025-10-13T23:51:51.830880] [INFO ] [CONFIGURE ] WBX: Testing feature 16/29: add_pbf_overnight_gap
[2025-10-13T23:51:51.831000] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_pbf_overnight_gap']
[2025-10-13T23:51:51.977366] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:52.129661] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:52.280359] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:52.431269] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:52.583599] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:52.734363] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:52.883853] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-06, Predicted=0.0, Actual=1
[2025-10-13T23:51:53.035435] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:53.191067] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:53.349262] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:53.349468] [INFO ] [CONFIGURE ] WBX: DISCARDED add_pbf_overnight_gap (score: 50.00%)
[2025-10-13T23:51:53.349527] [INFO ] [CONFIGURE ] JOB ETA: 57s | Avg: 1.5s/test | Remaining: 38 tests
[2025-10-13T23:51:53.349565] [INFO ] [CONFIGURE ] WBX: Testing feature 17/29: add_pbf_return_2d
[2025-10-13T23:51:53.349597] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_pbf_return_2d']
[2025-10-13T23:51:53.500362] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:53.652970] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:53.805520] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:53.958605] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:54.121047] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:54.280902] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:54.436805] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:54.590440] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:54.744842] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:54.904519] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:54.904734] [INFO ] [CONFIGURE ] WBX: DISCARDED add_pbf_return_2d (score: 40.00%)
[2025-10-13T23:51:54.904796] [INFO ] [CONFIGURE ] JOB ETA: 55s | Avg: 1.5s/test | Remaining: 37 tests
[2025-10-13T23:51:54.904833] [INFO ] [CONFIGURE ] WBX: Testing feature 18/29: add_pbf_volatility_5d
[2025-10-13T23:51:54.904865] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_pbf_volatility_5d']
[2025-10-13T23:51:55.041132] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:55.199239] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:55.357875] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-30, Predicted=1.0, Actual=0
[2025-10-13T23:51:55.500140] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:55.647985] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:55.794495] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:55.941280] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:56.088102] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:56.253571] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:56.399312] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:56.399457] [INFO ] [CONFIGURE ] WBX: DISCARDED add_pbf_volatility_5d (score: 50.00%)
[2025-10-13T23:51:56.399500] [INFO ] [CONFIGURE ] JOB ETA: 54s | Avg: 1.5s/test | Remaining: 36 tests
[2025-10-13T23:51:56.399535] [INFO ] [CONFIGURE ] WBX: Testing feature 19/29: add_pbf_vs_sma_5
[2025-10-13T23:51:56.399567] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_pbf_vs_sma_5']
[2025-10-13T23:51:56.541986] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:51:56.681097] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:56.823909] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:56.962672] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:51:57.104533] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:57.250510] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:57.395867] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:57.539195] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:57.684890] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:57.830320] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:57.830500] [INFO ] [CONFIGURE ] WBX: DISCARDED add_pbf_vs_sma_5 (score: 60.00%)
[2025-10-13T23:51:57.830543] [INFO ] [CONFIGURE ] JOB ETA: 52s | Avg: 1.5s/test | Remaining: 35 tests
[2025-10-13T23:51:57.830597] [INFO ] [CONFIGURE ] WBX: Testing feature 20/29: add_price_rejection
[2025-10-13T23:51:57.830677] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_price_rejection']
[2025-10-13T23:51:57.980416] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:58.136113] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:58.285224] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:51:58.438151] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:51:58.589752] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:51:58.763371] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:51:58.918678] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:51:59.076658] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:51:59.240181] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:51:59.397474] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:51:59.397736] [INFO ] [CONFIGURE ] WBX: DISCARDED add_price_rejection (score: 40.00%)
[2025-10-13T23:51:59.397801] [INFO ] [CONFIGURE ] JOB ETA: 51s | Avg: 1.5s/test | Remaining: 34 tests
[2025-10-13T23:51:59.397841] [INFO ] [CONFIGURE ] WBX: Testing feature 21/29: add_range_position
[2025-10-13T23:51:59.397874] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_range_position']
[2025-10-13T23:51:59.555335] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-26, Predicted=1.0, Actual=0
[2025-10-13T23:51:59.716057] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:51:59.876305] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:00.035005] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:00.195911] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:00.360034] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:00.522246] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:00.690468] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:52:00.852672] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:01.031905] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:52:01.032054] [INFO ] [CONFIGURE ] WBX: DISCARDED add_range_position (score: 40.00%)
[2025-10-13T23:52:01.032097] [INFO ] [CONFIGURE ] JOB ETA: 49s | Avg: 1.5s/test | Remaining: 33 tests
[2025-10-13T23:52:01.032132] [INFO ] [CONFIGURE ] WBX: Testing feature 22/29: add_realized_volatility
[2025-10-13T23:52:01.032165] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_realized_volatility']
[2025-10-13T23:52:01.214373] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:01.385995] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:01.558799] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:01.748292] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:01.943377] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:02.159819] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:02.352789] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:02.532417] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:02.724705] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:02.908237] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:02.908429] [INFO ] [CONFIGURE ] WBX: DISCARDED add_realized_volatility (score: 50.00%)
[2025-10-13T23:52:02.908476] [INFO ] [CONFIGURE ] JOB ETA: 48s | Avg: 1.5s/test | Remaining: 32 tests
[2025-10-13T23:52:02.908514] [INFO ] [CONFIGURE ] WBX: Testing feature 23/29: add_recent_range_context
[2025-10-13T23:52:02.908549] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_recent_range_context']
[2025-10-13T23:52:03.060970] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:03.220383] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:03.375405] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:03.529033] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:03.679538] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:03.831011] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:03.982475] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:04.135083] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:04.294736] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:04.453359] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:04.453556] [INFO ] [CONFIGURE ] WBX: DISCARDED add_recent_range_context (score: 50.00%)
[2025-10-13T23:52:04.453601] [INFO ] [CONFIGURE ] JOB ETA: 46s | Avg: 1.5s/test | Remaining: 31 tests
[2025-10-13T23:52:04.453637] [INFO ] [CONFIGURE ] WBX: Testing feature 24/29: add_rsi
[2025-10-13T23:52:04.453717] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_rsi']
[2025-10-13T23:52:04.612435] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:04.787226] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:04.940673] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:05.096334] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:05.252197] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:05.413545] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:05.574369] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:05.736550] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:05.901847] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:06.059537] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:06.059716] [INFO ] [CONFIGURE ] WBX: DISCARDED add_rsi (score: 50.00%)
[2025-10-13T23:52:06.059772] [INFO ] [CONFIGURE ] JOB ETA: 45s | Avg: 1.5s/test | Remaining: 30 tests
[2025-10-13T23:52:06.059810] [INFO ] [CONFIGURE ] WBX: Testing feature 25/29: add_tick_distribution
[2025-10-13T23:52:06.059842] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_tick_distribution']
[2025-10-13T23:52:06.205892] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:06.351546] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:06.497912] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:06.647930] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:52:06.800675] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:06.954194] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:07.105667] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:07.265457] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:07.430553] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-08, Predicted=1.0, Actual=0
[2025-10-13T23:52:07.581949] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:07.582171] [INFO ] [CONFIGURE ] WBX: DISCARDED add_tick_distribution (score: 50.00%)
[2025-10-13T23:52:07.582234] [INFO ] [CONFIGURE ] JOB ETA: 43s | Avg: 1.5s/test | Remaining: 29 tests
[2025-10-13T23:52:07.582273] [INFO ] [CONFIGURE ] WBX: Testing feature 26/29: add_volume_momentum_confirmation
[2025-10-13T23:52:07.582305] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_volume_momentum_confirmation']
[2025-10-13T23:52:07.732626] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:07.879527] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:08.026556] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:08.173835] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:08.325636] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:08.476353] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:08.626815] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:08.780371] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:08.934494] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:09.093349] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:09.093512] [INFO ] [CONFIGURE ] WBX: DISCARDED add_volume_momentum_confirmation (score: 50.00%)
[2025-10-13T23:52:09.093556] [INFO ] [CONFIGURE ] JOB ETA: 42s | Avg: 1.5s/test | Remaining: 28 tests
[2025-10-13T23:52:09.093593] [INFO ] [CONFIGURE ] WBX: Testing feature 27/29: add_volume_price_divergence
[2025-10-13T23:52:09.093626] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_volume_price_divergence']
[2025-10-13T23:52:09.250193] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:09.404399] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:09.559962] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:09.716632] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:52:09.873724] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:10.032678] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:10.193123] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:10.353868] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:10.514979] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:10.678570] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:10.678783] [INFO ] [CONFIGURE ] WBX: DISCARDED add_volume_price_divergence (score: 60.00%)
[2025-10-13T23:52:10.678837] [INFO ] [CONFIGURE ] JOB ETA: 40s | Avg: 1.5s/test | Remaining: 27 tests
[2025-10-13T23:52:10.678875] [INFO ] [CONFIGURE ] WBX: Testing feature 28/29: add_volume_profile
[2025-10-13T23:52:10.678908] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_volume_profile']
[2025-10-13T23:52:10.854818] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:11.006681] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:11.163475] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:11.317008] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-01, Predicted=1.0, Actual=1
[2025-10-13T23:52:11.469672] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:11.620481] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:11.775054] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:11.930248] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-07, Predicted=0.0, Actual=0
[2025-10-13T23:52:12.090758] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:12.251854] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-09, Predicted=1.0, Actual=0
[2025-10-13T23:52:12.252065] [INFO ] [CONFIGURE ] WBX: DISCARDED add_volume_profile (score: 60.00%)
[2025-10-13T23:52:12.252116] [INFO ] [CONFIGURE ] JOB ETA: 39s | Avg: 1.5s/test | Remaining: 26 tests
[2025-10-13T23:52:12.252153] [INFO ] [CONFIGURE ] WBX: Testing feature 29/29: add_vwap
[2025-10-13T23:52:12.252188] [INFO ] [CONFIGURE ] WBX: Testing with features: ['add_daily_returns', 'add_ema', 'add_opening_strength', 'add_vwap']
[2025-10-13T23:52:12.401366] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-26, Predicted=0.0, Actual=0
[2025-10-13T23:52:12.553175] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-09-29, Predicted=0.0, Actual=1
[2025-10-13T23:52:12.717541] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-09-30, Predicted=0.0, Actual=0
[2025-10-13T23:52:12.877302] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-01, Predicted=0.0, Actual=1
[2025-10-13T23:52:13.032624] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-02, Predicted=0.0, Actual=1
[2025-10-13T23:52:13.185931] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-03, Predicted=0.0, Actual=1
[2025-10-13T23:52:13.342071] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-06, Predicted=1.0, Actual=1
[2025-10-13T23:52:13.497527] [DEBUG] [FORECASTER] WBX: Forecast INCORRECT: Date=2025-10-07, Predicted=1.0, Actual=0
[2025-10-13T23:52:13.651319] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-08, Predicted=0.0, Actual=0
[2025-10-13T23:52:13.810621] [DEBUG] [FORECASTER] WBX: Forecast CORRECT: Date=2025-10-09, Predicted=0.0, Actual=0
[2025-10-13T23:52:13.810861] [INFO ] [CONFIGURE ] WBX: DISCARDED add_vwap (score: 50.00%)
[2025-10-13T23:52:13.810924] [INFO ] [CONFIGURE ] JOB ETA: 37s | Avg: 1.5s/test | Remaining: 25 tests
[2025-10-13T23:52:13.810965] [INFO ] [CONFIGURE ] WBX: ===== FEATURE SELECTION COMPLETE =====
[2025-10-13T23:52:13.810994] [INFO ] [CONFIGURE ] WBX: Best accuracy: 60.00%
[2025-10-13T23:52:13.811027] [INFO ] [CONFIGURE ] WBX: Best feature set (3 features): ['add_daily_returns', 'add_ema', 'add_opening_strength']
[2025-10-13T23:52:13.811056] [INFO ] [CONFIGURE ] WBX: Improvement over baseline: 30.00%
[2025-10-13T23:52:13.811082] [INFO ] [CONFIGURE ] WBX: Total time: 42.6 seconds
[2025-10-13T23:52:13.811109] [INFO ] [CONFIGURE ] WBX: Average time per feature: 1.5 seconds
[2025-10-13T23:52:13.811137] [INFO ] [CONFIGURE ] WBX: Average speed: 0.68 features/sec
[2025-10-13T23:52:13.811873] [INFO ] [LOCAL     ] Saved configuration for WBX: 3 features, 60.00% accuracy -> ./output/feature-sets/WBX.json
[2025-10-13T23:52:13.811928] [INFO ] [CONFIGURE ] WBX: Configuration saved successfully: 3 features, 60.00% accuracy.
[2025-10-13T23:52:13.811988] [INFO ] [sig       ] [91/91] Successfully configured WBX | 0.02 sym/s | Total: 1.1h | ETA: 0s
[2025-10-13T23:52:13.812057] [INFO ] [sig       ] ==================================================
[2025-10-13T23:52:13.812112] [INFO ] [sig       ] Configuration complete: 91/91 symbols succeeded
[2025-10-13T23:52:14.426327] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR CONFIGURATION'
[2025-10-13T23:52:14.426544] [INFO ] [sig       ] Email notification sent
[2025-10-13T23:52:14.427012] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-10-13T23:52:14.427272] [INFO ] [STATE     ] Last completion updated: 2025-10-13T23:52:14.427116
[2025-10-13T23:52:16.508955] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-10-13T23:52:16.679828] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-10-13T23:52:16.849761] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-10-13T23:52:17.025087] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-10-13T23:52:17.025400] [WARN ] [STATE     ] State set to: WAITING
[2025-10-13T23:52:17.025491] [INFO ] [STATE     ] Checking TDM service status...
[2025-10-13T23:52:17.032323] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:17.036532] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:17.041189] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:17.045470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:17.049930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:20.056524] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:20.065220] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:20.070106] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:20.074754] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:20.079361] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:23.084916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:23.089622] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:23.093910] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:23.099130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:23.104299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:26.109802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:26.114234] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:26.118407] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:26.122455] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:26.126500] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:29.131609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:29.135213] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:29.138698] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:29.142054] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:29.145402] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:32.150113] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:32.154178] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:32.158714] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:32.162978] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:32.166602] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:35.172071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:35.176025] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:35.179822] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:35.183570] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:35.187319] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:38.192306] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:38.195949] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:38.199418] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:38.202892] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:38.206317] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:41.211944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:41.215802] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:41.312310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:41.346877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:41.351263] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:44.356464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:44.360357] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:44.364109] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:44.367797] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:44.371487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:47.376566] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:47.380952] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:47.384977] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:47.389462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:47.393431] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:50.398934] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:50.402920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:50.406488] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:50.410247] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:50.413801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:53.418812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:53.422695] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:53.426243] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:53.429837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:53.433295] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:56.438219] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:56.441733] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:56.445096] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:56.449040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:56.452780] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-10-13T23:52:59.458147] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-10-13T23:52:59.461868] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-10-13), and is a dependency of this service.
[2025-10-13T23:52:59.465522] [WARN ] [sig-status] Service 'sig' is not running.
[2025-10-13T23:52:59.468953] [WARN ] [sap-status] Service 'sap' is not running.
[2025-10-13T23:52:59.472321] [WARN ] [exp-status] Service 'exp' is not running.
[2025-10-13T23:52:59.472585] [WARN ] [STATE     ] State set to: RUNNING
[2025-10-13T23:52:59.472690] [INFO ] [sig       ] Generating forecasts for all active symbols
[2025-10-13T23:52:59.472751] [DEBUG] [REMOTE    ] Fetching current symbols from directory listing at 'https://tdm.silogroup.org/data/derivative_storage'.
[2025-10-13T23:52:59.508236] [DEBUG] [REMOTE    ] Fetched 1810 unique symbols from directory listing.
[2025-10-13T23:52:59.512169] [DEBUG] [LOCAL     ] No files to prune - all symbols are valid
[2025-10-13T23:52:59.512241] [INFO ] [sig       ] Found 1810 active symbols to forecast
[2025-10-13T23:52:59.512584] [INFO ] [sig       ] [1/1810] Forecasting AA...
[2025-10-13T23:52:59.512621] [INFO ] [sig       ] Generating forecast for: AA
[2025-10-13T23:52:59.512693] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AA' from 'https://tdm.silogroup.org/data/derivative_storage/AA.csv'.
[2025-10-13T23:52:59.520841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AA'.
[2025-10-13T23:52:59.521117] [INFO ] [FORECASTER] Starting predict_future for AA
[2025-10-13T23:52:59.548199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:52:59.548954] [DEBUG] [LOCAL     ] No optimal features file found for AA: ./output/feature-sets/AA.txt
[2025-10-13T23:52:59.549011] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:52:59.549047] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:52:59.549077] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:52:59.549139] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:52:59.566997] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:52:59.567742] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:52:59.567844] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:52:59.567881] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:52:59.596736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:52:59.596836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:52:59.596875] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:52:59.596905] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:52:59.600322] [DEBUG] [FORECASTER] AA: Forecast T+1@11:T+2@11: UP (p=84.27%)
[2025-10-13T23:52:59.600606] [INFO ] [FORECASTER] Completed predict_future for AA
[2025-10-13T23:52:59.600777] [INFO ] [sig       ] AA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:52:59.746154] [INFO ] [LOCAL     ] Saved forecast: AA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AA.txt
[2025-10-13T23:52:59.746349] [INFO ] [sig       ] [1/1810] Completed AA in 0.2s | 4.28 sym/s | Total: 0.2s | ETA: 7.0m
[2025-10-13T23:52:59.746409] [INFO ] [sig       ] [2/1810] Forecasting AAP...
[2025-10-13T23:52:59.746445] [INFO ] [sig       ] Generating forecast for: AAP
[2025-10-13T23:52:59.746479] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AAP' from 'https://tdm.silogroup.org/data/derivative_storage/AAP.csv'.
[2025-10-13T23:52:59.755053] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AAP'.
[2025-10-13T23:52:59.755334] [INFO ] [FORECASTER] Starting predict_future for AAP
[2025-10-13T23:52:59.780475] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:52:59.781220] [DEBUG] [LOCAL     ] No optimal features file found for AAP: ./output/feature-sets/AAP.txt
[2025-10-13T23:52:59.781276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:52:59.781311] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:52:59.781357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:52:59.781418] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:52:59.798964] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:52:59.799570] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:52:59.799689] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:52:59.799747] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:52:59.825635] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:52:59.825747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:52:59.825790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:52:59.825822] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:52:59.829020] [DEBUG] [FORECASTER] AAP: Forecast T+1@11:T+2@11: DOWN (p=13.84%)
[2025-10-13T23:52:59.829287] [INFO ] [FORECASTER] Completed predict_future for AAP
[2025-10-13T23:52:59.829417] [INFO ] [sig       ] AAP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:00.023254] [INFO ] [LOCAL     ] Saved forecast: AAP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AAP.txt
[2025-10-13T23:53:00.023493] [INFO ] [sig       ] [2/1810] Completed AAP in 0.3s | 3.91 sym/s | Total: 0.5s | ETA: 7.7m
[2025-10-13T23:53:00.023557] [INFO ] [sig       ] [3/1810] Forecasting AB...
[2025-10-13T23:53:00.023605] [INFO ] [sig       ] Generating forecast for: AB
[2025-10-13T23:53:00.023681] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AB' from 'https://tdm.silogroup.org/data/derivative_storage/AB.csv'.
[2025-10-13T23:53:00.034090] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AB'.
[2025-10-13T23:53:00.034446] [INFO ] [FORECASTER] Starting predict_future for AB
[2025-10-13T23:53:00.067372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:00.068439] [DEBUG] [LOCAL     ] No optimal features file found for AB: ./output/feature-sets/AB.txt
[2025-10-13T23:53:00.068516] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:00.068563] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:00.068604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:00.068717] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:00.090339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:00.091289] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:00.091378] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:00.091415] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:00.127140] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:00.127234] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:00.127272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:00.127302] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:00.130470] [DEBUG] [FORECASTER] AB: Forecast T+1@11:T+2@11: DOWN (p=4.29%)
[2025-10-13T23:53:00.131160] [INFO ] [FORECASTER] Completed predict_future for AB
[2025-10-13T23:53:00.131291] [INFO ] [sig       ] AB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:00.273422] [INFO ] [LOCAL     ] Saved forecast: AB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AB.txt
[2025-10-13T23:53:00.273622] [INFO ] [sig       ] [3/1810] Completed AB in 0.3s | 3.94 sym/s | Total: 0.8s | ETA: 7.6m
[2025-10-13T23:53:00.273705] [INFO ] [sig       ] [4/1810] Forecasting ABBV...
[2025-10-13T23:53:00.273750] [INFO ] [sig       ] Generating forecast for: ABBV
[2025-10-13T23:53:00.273785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABBV' from 'https://tdm.silogroup.org/data/derivative_storage/ABBV.csv'.
[2025-10-13T23:53:00.282371] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABBV'.
[2025-10-13T23:53:00.282637] [INFO ] [FORECASTER] Starting predict_future for ABBV
[2025-10-13T23:53:00.307404] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:00.308191] [DEBUG] [LOCAL     ] No optimal features file found for ABBV: ./output/feature-sets/ABBV.txt
[2025-10-13T23:53:00.308248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:00.308286] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:00.308317] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:00.308376] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:00.326406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:00.326987] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:00.327065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:00.327099] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:00.365665] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:00.365776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:00.365816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:00.365849] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:00.369276] [DEBUG] [FORECASTER] ABBV: Forecast T+1@11:T+2@11: DOWN (p=5.08%)
[2025-10-13T23:53:00.369563] [INFO ] [FORECASTER] Completed predict_future for ABBV
[2025-10-13T23:53:00.369726] [INFO ] [sig       ] ABBV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:00.515069] [INFO ] [LOCAL     ] Saved forecast: ABBV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ABBV.txt
[2025-10-13T23:53:00.515309] [INFO ] [sig       ] [4/1810] Completed ABBV in 0.2s | 3.99 sym/s | Total: 1.0s | ETA: 7.5m
[2025-10-13T23:53:00.515355] [INFO ] [sig       ] [5/1810] Forecasting ABCB...
[2025-10-13T23:53:00.515387] [INFO ] [sig       ] Generating forecast for: ABCB
[2025-10-13T23:53:00.515421] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABCB' from 'https://tdm.silogroup.org/data/derivative_storage/ABCB.csv'.
[2025-10-13T23:53:00.525514] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABCB'.
[2025-10-13T23:53:00.525921] [INFO ] [FORECASTER] Starting predict_future for ABCB
[2025-10-13T23:53:00.553761] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:00.554767] [DEBUG] [LOCAL     ] No optimal features file found for ABCB: ./output/feature-sets/ABCB.txt
[2025-10-13T23:53:00.554826] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:00.554863] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:00.554892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:00.554952] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:00.574417] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:00.575264] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:00.575358] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:00.575393] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:00.617413] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:00.617571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:00.617625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:00.617696] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:00.622026] [DEBUG] [FORECASTER] ABCB: Forecast T+1@11:T+2@11: DOWN (p=7.03%)
[2025-10-13T23:53:00.622460] [INFO ] [FORECASTER] Completed predict_future for ABCB
[2025-10-13T23:53:00.622619] [INFO ] [sig       ] ABCB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:00.787888] [INFO ] [LOCAL     ] Saved forecast: ABCB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ABCB.txt
[2025-10-13T23:53:00.788159] [INFO ] [sig       ] [5/1810] Completed ABCB in 0.3s | 3.92 sym/s | Total: 1.3s | ETA: 7.7m
[2025-10-13T23:53:00.788203] [INFO ] [sig       ] [6/1810] Forecasting ABEV...
[2025-10-13T23:53:00.788235] [INFO ] [sig       ] Generating forecast for: ABEV
[2025-10-13T23:53:00.788269] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABEV' from 'https://tdm.silogroup.org/data/derivative_storage/ABEV.csv'.
[2025-10-13T23:53:00.797563] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABEV'.
[2025-10-13T23:53:00.797983] [INFO ] [FORECASTER] Starting predict_future for ABEV
[2025-10-13T23:53:00.822919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:00.823639] [DEBUG] [LOCAL     ] No optimal features file found for ABEV: ./output/feature-sets/ABEV.txt
[2025-10-13T23:53:00.823721] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:00.823757] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:00.823785] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:00.823841] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:00.840919] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:00.841478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:00.841558] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:00.841592] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:00.876701] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:00.876813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:00.876852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:00.876882] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:00.880142] [DEBUG] [FORECASTER] ABEV: Forecast T+1@11:T+2@11: DOWN (p=13.07%)
[2025-10-13T23:53:00.880425] [INFO ] [FORECASTER] Completed predict_future for ABEV
[2025-10-13T23:53:00.880567] [INFO ] [sig       ] ABEV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:01.030362] [INFO ] [LOCAL     ] Saved forecast: ABEV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ABEV.txt
[2025-10-13T23:53:01.030588] [INFO ] [sig       ] [6/1810] Completed ABEV in 0.2s | 3.95 sym/s | Total: 1.5s | ETA: 7.6m
[2025-10-13T23:53:01.030630] [INFO ] [sig       ] [7/1810] Forecasting ABG...
[2025-10-13T23:53:01.030730] [INFO ] [sig       ] Generating forecast for: ABG
[2025-10-13T23:53:01.030774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABG' from 'https://tdm.silogroup.org/data/derivative_storage/ABG.csv'.
[2025-10-13T23:53:01.039850] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABG'.
[2025-10-13T23:53:01.040150] [INFO ] [FORECASTER] Starting predict_future for ABG
[2025-10-13T23:53:01.064990] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:01.065689] [DEBUG] [LOCAL     ] No optimal features file found for ABG: ./output/feature-sets/ABG.txt
[2025-10-13T23:53:01.065746] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:01.065781] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:01.065809] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:01.065866] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:01.082972] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:01.083578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:01.083680] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:01.083735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:01.120297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:01.120477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:01.120542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:01.120574] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:01.124039] [DEBUG] [FORECASTER] ABG: Forecast T+1@11:T+2@11: UP (p=99.89%)
[2025-10-13T23:53:01.124308] [INFO ] [FORECASTER] Completed predict_future for ABG
[2025-10-13T23:53:01.124444] [INFO ] [sig       ] ABG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:01.270501] [INFO ] [LOCAL     ] Saved forecast: ABG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ABG.txt
[2025-10-13T23:53:01.270834] [INFO ] [sig       ] [7/1810] Completed ABG in 0.2s | 3.98 sym/s | Total: 1.8s | ETA: 7.5m
[2025-10-13T23:53:01.270913] [INFO ] [sig       ] [8/1810] Forecasting ABM...
[2025-10-13T23:53:01.270957] [INFO ] [sig       ] Generating forecast for: ABM
[2025-10-13T23:53:01.271000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABM' from 'https://tdm.silogroup.org/data/derivative_storage/ABM.csv'.
[2025-10-13T23:53:01.281343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABM'.
[2025-10-13T23:53:01.281783] [INFO ] [FORECASTER] Starting predict_future for ABM
[2025-10-13T23:53:01.309443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:01.310269] [DEBUG] [LOCAL     ] No optimal features file found for ABM: ./output/feature-sets/ABM.txt
[2025-10-13T23:53:01.310327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:01.310362] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:01.310391] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:01.310450] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:01.330660] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:01.331277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:01.331369] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:01.331428] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:01.373599] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:01.373769] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:01.373820] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:01.373851] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:01.378077] [DEBUG] [FORECASTER] ABM: Forecast T+1@11:T+2@11: DOWN (p=27.95%)
[2025-10-13T23:53:01.378389] [INFO ] [FORECASTER] Completed predict_future for ABM
[2025-10-13T23:53:01.378552] [INFO ] [sig       ] ABM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:01.539130] [INFO ] [LOCAL     ] Saved forecast: ABM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ABM.txt
[2025-10-13T23:53:01.539352] [INFO ] [sig       ] [8/1810] Completed ABM in 0.3s | 3.95 sym/s | Total: 2.0s | ETA: 7.6m
[2025-10-13T23:53:01.539398] [INFO ] [sig       ] [9/1810] Forecasting ABR...
[2025-10-13T23:53:01.539432] [INFO ] [sig       ] Generating forecast for: ABR
[2025-10-13T23:53:01.539467] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ABR' from 'https://tdm.silogroup.org/data/derivative_storage/ABR.csv'.
[2025-10-13T23:53:01.549947] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ABR'.
[2025-10-13T23:53:01.550327] [INFO ] [FORECASTER] Starting predict_future for ABR
[2025-10-13T23:53:01.579176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:01.580130] [DEBUG] [LOCAL     ] No optimal features file found for ABR: ./output/feature-sets/ABR.txt
[2025-10-13T23:53:01.580189] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:01.580225] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:01.580259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:01.580359] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:01.602846] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:01.603577] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:01.603686] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:01.603743] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:01.644383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:01.644518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:01.644560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:01.644595] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:01.649157] [DEBUG] [FORECASTER] ABR: Forecast T+1@11:T+2@11: UP (p=98.92%)
[2025-10-13T23:53:01.649489] [INFO ] [FORECASTER] Completed predict_future for ABR
[2025-10-13T23:53:01.649636] [INFO ] [sig       ] ABR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:01.818675] [INFO ] [LOCAL     ] Saved forecast: ABR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ABR.txt
[2025-10-13T23:53:01.818963] [INFO ] [sig       ] [9/1810] Completed ABR in 0.3s | 3.90 sym/s | Total: 2.3s | ETA: 7.7m
[2025-10-13T23:53:01.819026] [INFO ] [sig       ] [10/1810] Forecasting ACA...
[2025-10-13T23:53:01.819062] [INFO ] [sig       ] Generating forecast for: ACA
[2025-10-13T23:53:01.819097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACA' from 'https://tdm.silogroup.org/data/derivative_storage/ACA.csv'.
[2025-10-13T23:53:01.828398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACA'.
[2025-10-13T23:53:01.828771] [INFO ] [FORECASTER] Starting predict_future for ACA
[2025-10-13T23:53:01.857209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:01.858094] [DEBUG] [LOCAL     ] No optimal features file found for ACA: ./output/feature-sets/ACA.txt
[2025-10-13T23:53:01.858171] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:01.858238] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:01.858279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:01.858341] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:01.877410] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:01.882751] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:01.883089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:01.883141] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:01.923054] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:01.923199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:01.923242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:01.923276] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:01.926790] [DEBUG] [FORECASTER] ACA: Forecast T+1@11:T+2@11: UP (p=97.34%)
[2025-10-13T23:53:01.927147] [INFO ] [FORECASTER] Completed predict_future for ACA
[2025-10-13T23:53:01.927302] [INFO ] [sig       ] ACA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:02.093229] [INFO ] [LOCAL     ] Saved forecast: ACA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACA.txt
[2025-10-13T23:53:02.093485] [INFO ] [sig       ] [10/1810] Completed ACA in 0.3s | 3.87 sym/s | Total: 2.6s | ETA: 7.7m
[2025-10-13T23:53:02.093547] [INFO ] [sig       ] [11/1810] Forecasting ACHR...
[2025-10-13T23:53:02.093582] [INFO ] [sig       ] Generating forecast for: ACHR
[2025-10-13T23:53:02.093624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACHR' from 'https://tdm.silogroup.org/data/derivative_storage/ACHR.csv'.
[2025-10-13T23:53:02.105403] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACHR'.
[2025-10-13T23:53:02.105878] [INFO ] [FORECASTER] Starting predict_future for ACHR
[2025-10-13T23:53:02.134176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:02.135012] [DEBUG] [LOCAL     ] No optimal features file found for ACHR: ./output/feature-sets/ACHR.txt
[2025-10-13T23:53:02.135072] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:02.135108] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:02.135137] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:02.135196] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:02.154518] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:02.155129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:02.155213] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:02.155257] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:02.200405] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:02.200571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:02.200616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:02.200682] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:02.204698] [DEBUG] [FORECASTER] ACHR: Forecast T+1@11:T+2@11: DOWN (p=30.06%)
[2025-10-13T23:53:02.205020] [INFO ] [FORECASTER] Completed predict_future for ACHR
[2025-10-13T23:53:02.205170] [INFO ] [sig       ] ACHR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:02.345273] [INFO ] [LOCAL     ] Saved forecast: ACHR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ACHR.txt
[2025-10-13T23:53:02.345514] [INFO ] [sig       ] [11/1810] Completed ACHR in 0.3s | 3.88 sym/s | Total: 2.8s | ETA: 7.7m
[2025-10-13T23:53:02.345557] [INFO ] [sig       ] [12/1810] Forecasting ACI...
[2025-10-13T23:53:02.345587] [INFO ] [sig       ] Generating forecast for: ACI
[2025-10-13T23:53:02.345619] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACI' from 'https://tdm.silogroup.org/data/derivative_storage/ACI.csv'.
[2025-10-13T23:53:02.355053] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACI'.
[2025-10-13T23:53:02.355477] [INFO ] [FORECASTER] Starting predict_future for ACI
[2025-10-13T23:53:02.380493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:02.381318] [DEBUG] [LOCAL     ] No optimal features file found for ACI: ./output/feature-sets/ACI.txt
[2025-10-13T23:53:02.381374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:02.381409] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:02.381438] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:02.381496] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:02.398710] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:02.399611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:02.399741] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:02.399785] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:02.437065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:02.437254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:02.437297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:02.437327] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:02.440926] [DEBUG] [FORECASTER] ACI: Forecast T+1@11:T+2@11: UP (p=93.79%)
[2025-10-13T23:53:02.441218] [INFO ] [FORECASTER] Completed predict_future for ACI
[2025-10-13T23:53:02.441362] [INFO ] [sig       ] ACI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:02.588267] [INFO ] [LOCAL     ] Saved forecast: ACI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACI.txt
[2025-10-13T23:53:02.588546] [INFO ] [sig       ] [12/1810] Completed ACI in 0.2s | 3.90 sym/s | Total: 3.1s | ETA: 7.7m
[2025-10-13T23:53:02.588611] [INFO ] [sig       ] [13/1810] Forecasting ACM...
[2025-10-13T23:53:02.588675] [INFO ] [sig       ] Generating forecast for: ACM
[2025-10-13T23:53:02.588732] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACM' from 'https://tdm.silogroup.org/data/derivative_storage/ACM.csv'.
[2025-10-13T23:53:02.597856] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACM'.
[2025-10-13T23:53:02.598263] [INFO ] [FORECASTER] Starting predict_future for ACM
[2025-10-13T23:53:02.625348] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:02.626164] [DEBUG] [LOCAL     ] No optimal features file found for ACM: ./output/feature-sets/ACM.txt
[2025-10-13T23:53:02.626221] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:02.626257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:02.626294] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:02.626353] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:02.644336] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:02.645049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:02.645133] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:02.645170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:02.685273] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:02.685419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:02.685460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:02.685491] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:02.689168] [DEBUG] [FORECASTER] ACM: Forecast T+1@11:T+2@11: UP (p=65.32%)
[2025-10-13T23:53:02.689448] [INFO ] [FORECASTER] Completed predict_future for ACM
[2025-10-13T23:53:02.689592] [INFO ] [sig       ] ACM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:02.835369] [INFO ] [LOCAL     ] Saved forecast: ACM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACM.txt
[2025-10-13T23:53:02.835605] [INFO ] [sig       ] [13/1810] Completed ACM in 0.2s | 3.91 sym/s | Total: 3.3s | ETA: 7.7m
[2025-10-13T23:53:02.835675] [INFO ] [sig       ] [14/1810] Forecasting ACN...
[2025-10-13T23:53:02.835728] [INFO ] [sig       ] Generating forecast for: ACN
[2025-10-13T23:53:02.835764] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACN' from 'https://tdm.silogroup.org/data/derivative_storage/ACN.csv'.
[2025-10-13T23:53:02.844855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACN'.
[2025-10-13T23:53:02.845196] [INFO ] [FORECASTER] Starting predict_future for ACN
[2025-10-13T23:53:02.870112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:02.870832] [DEBUG] [LOCAL     ] No optimal features file found for ACN: ./output/feature-sets/ACN.txt
[2025-10-13T23:53:02.870887] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:02.870922] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:02.870951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:02.871009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:02.888529] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:02.889133] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:02.889217] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:02.889253] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:02.927208] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:02.927344] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:02.927385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:02.927438] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:02.930976] [DEBUG] [FORECASTER] ACN: Forecast T+1@11:T+2@11: DOWN (p=8.91%)
[2025-10-13T23:53:02.931253] [INFO ] [FORECASTER] Completed predict_future for ACN
[2025-10-13T23:53:02.931390] [INFO ] [sig       ] ACN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:03.079508] [INFO ] [LOCAL     ] Saved forecast: ACN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ACN.txt
[2025-10-13T23:53:03.079778] [INFO ] [sig       ] [14/1810] Completed ACN in 0.2s | 3.92 sym/s | Total: 3.6s | ETA: 7.6m
[2025-10-13T23:53:03.079845] [INFO ] [sig       ] [15/1810] Forecasting ACP...
[2025-10-13T23:53:03.079879] [INFO ] [sig       ] Generating forecast for: ACP
[2025-10-13T23:53:03.079943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACP' from 'https://tdm.silogroup.org/data/derivative_storage/ACP.csv'.
[2025-10-13T23:53:03.090376] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACP'.
[2025-10-13T23:53:03.090786] [INFO ] [FORECASTER] Starting predict_future for ACP
[2025-10-13T23:53:03.116380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:03.117139] [DEBUG] [LOCAL     ] No optimal features file found for ACP: ./output/feature-sets/ACP.txt
[2025-10-13T23:53:03.117195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:03.117230] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:03.117259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:03.117319] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:03.135187] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:03.136141] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:03.136274] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:03.136311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:03.173454] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:03.173618] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:03.173693] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:03.173741] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:03.177091] [DEBUG] [FORECASTER] ACP: Forecast T+1@11:T+2@11: UP (p=98.01%)
[2025-10-13T23:53:03.177363] [INFO ] [FORECASTER] Completed predict_future for ACP
[2025-10-13T23:53:03.177496] [INFO ] [sig       ] ACP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:03.321869] [INFO ] [LOCAL     ] Saved forecast: ACP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACP.txt
[2025-10-13T23:53:03.322070] [INFO ] [sig       ] [15/1810] Completed ACP in 0.2s | 3.94 sym/s | Total: 3.8s | ETA: 7.6m
[2025-10-13T23:53:03.322113] [INFO ] [sig       ] [16/1810] Forecasting ACRE...
[2025-10-13T23:53:03.322144] [INFO ] [sig       ] Generating forecast for: ACRE
[2025-10-13T23:53:03.322176] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACRE' from 'https://tdm.silogroup.org/data/derivative_storage/ACRE.csv'.
[2025-10-13T23:53:03.330960] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACRE'.
[2025-10-13T23:53:03.331230] [INFO ] [FORECASTER] Starting predict_future for ACRE
[2025-10-13T23:53:03.356072] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:03.356813] [DEBUG] [LOCAL     ] No optimal features file found for ACRE: ./output/feature-sets/ACRE.txt
[2025-10-13T23:53:03.356868] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:03.356903] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:03.356931] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:03.356989] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:03.374313] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:03.375149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:03.375239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:03.375275] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:03.412475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:03.412677] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:03.412741] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:03.412813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:03.419198] [DEBUG] [FORECASTER] ACRE: Forecast T+1@11:T+2@11: DOWN (p=19.13%)
[2025-10-13T23:53:03.419481] [INFO ] [FORECASTER] Completed predict_future for ACRE
[2025-10-13T23:53:03.419617] [INFO ] [sig       ] ACRE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:03.560951] [INFO ] [LOCAL     ] Saved forecast: ACRE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ACRE.txt
[2025-10-13T23:53:03.561164] [INFO ] [sig       ] [16/1810] Completed ACRE in 0.2s | 3.95 sym/s | Total: 4.0s | ETA: 7.6m
[2025-10-13T23:53:03.561207] [INFO ] [sig       ] [17/1810] Forecasting ACV...
[2025-10-13T23:53:03.561238] [INFO ] [sig       ] Generating forecast for: ACV
[2025-10-13T23:53:03.561271] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACV' from 'https://tdm.silogroup.org/data/derivative_storage/ACV.csv'.
[2025-10-13T23:53:03.571704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACV'.
[2025-10-13T23:53:03.572109] [INFO ] [FORECASTER] Starting predict_future for ACV
[2025-10-13T23:53:03.600458] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:03.601365] [DEBUG] [LOCAL     ] No optimal features file found for ACV: ./output/feature-sets/ACV.txt
[2025-10-13T23:53:03.601432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:03.601495] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:03.601530] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:03.601589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:03.622848] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:03.623507] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:03.623596] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:03.623631] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:03.660230] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:03.660368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:03.660419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:03.660450] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:03.664453] [DEBUG] [FORECASTER] ACV: Forecast T+1@11:T+2@11: UP (p=98.94%)
[2025-10-13T23:53:03.664825] [INFO ] [FORECASTER] Completed predict_future for ACV
[2025-10-13T23:53:03.665016] [INFO ] [sig       ] ACV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:03.837224] [INFO ] [LOCAL     ] Saved forecast: ACV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACV.txt
[2025-10-13T23:53:03.837575] [INFO ] [sig       ] [17/1810] Completed ACV in 0.3s | 3.93 sym/s | Total: 4.3s | ETA: 7.6m
[2025-10-13T23:53:03.837691] [INFO ] [sig       ] [18/1810] Forecasting ACVA...
[2025-10-13T23:53:03.837746] [INFO ] [sig       ] Generating forecast for: ACVA
[2025-10-13T23:53:03.837785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ACVA' from 'https://tdm.silogroup.org/data/derivative_storage/ACVA.csv'.
[2025-10-13T23:53:03.847927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ACVA'.
[2025-10-13T23:53:03.848326] [INFO ] [FORECASTER] Starting predict_future for ACVA
[2025-10-13T23:53:03.876324] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:03.877150] [DEBUG] [LOCAL     ] No optimal features file found for ACVA: ./output/feature-sets/ACVA.txt
[2025-10-13T23:53:03.877211] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:03.877249] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:03.877280] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:03.877340] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:03.894604] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:03.895329] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:03.895419] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:03.895453] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:03.930532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:03.930738] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:03.930793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:03.930825] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:03.934265] [DEBUG] [FORECASTER] ACVA: Forecast T+1@11:T+2@11: UP (p=52.19%)
[2025-10-13T23:53:03.934550] [INFO ] [FORECASTER] Completed predict_future for ACVA
[2025-10-13T23:53:03.934713] [INFO ] [sig       ] ACVA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:04.075698] [INFO ] [LOCAL     ] Saved forecast: ACVA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ACVA.txt
[2025-10-13T23:53:04.075918] [INFO ] [sig       ] [18/1810] Completed ACVA in 0.2s | 3.94 sym/s | Total: 4.6s | ETA: 7.6m
[2025-10-13T23:53:04.075961] [INFO ] [sig       ] [19/1810] Forecasting ADCT...
[2025-10-13T23:53:04.075993] [INFO ] [sig       ] Generating forecast for: ADCT
[2025-10-13T23:53:04.076026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADCT' from 'https://tdm.silogroup.org/data/derivative_storage/ADCT.csv'.
[2025-10-13T23:53:04.084629] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADCT'.
[2025-10-13T23:53:04.084954] [INFO ] [FORECASTER] Starting predict_future for ADCT
[2025-10-13T23:53:04.109261] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:04.109989] [DEBUG] [LOCAL     ] No optimal features file found for ADCT: ./output/feature-sets/ADCT.txt
[2025-10-13T23:53:04.110045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:04.110080] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:04.110108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:04.110167] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:04.127393] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:04.128038] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:04.128119] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:04.128153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:04.162705] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:04.162802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:04.162839] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:04.162868] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:04.165937] [DEBUG] [FORECASTER] ADCT: Forecast T+1@11:T+2@11: UP (p=70.67%)
[2025-10-13T23:53:04.166192] [INFO ] [FORECASTER] Completed predict_future for ADCT
[2025-10-13T23:53:04.166325] [INFO ] [sig       ] ADCT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:04.308098] [INFO ] [LOCAL     ] Saved forecast: ADCT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ADCT.txt
[2025-10-13T23:53:04.308326] [INFO ] [sig       ] [19/1810] Completed ADCT in 0.2s | 3.96 sym/s | Total: 4.8s | ETA: 7.5m
[2025-10-13T23:53:04.308429] [INFO ] [sig       ] [20/1810] Forecasting ADM...
[2025-10-13T23:53:04.308470] [INFO ] [sig       ] Generating forecast for: ADM
[2025-10-13T23:53:04.308519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADM' from 'https://tdm.silogroup.org/data/derivative_storage/ADM.csv'.
[2025-10-13T23:53:04.318910] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADM'.
[2025-10-13T23:53:04.319481] [INFO ] [FORECASTER] Starting predict_future for ADM
[2025-10-13T23:53:04.345943] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:04.346709] [DEBUG] [LOCAL     ] No optimal features file found for ADM: ./output/feature-sets/ADM.txt
[2025-10-13T23:53:04.346769] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:04.346815] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:04.346870] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:04.346943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:04.368483] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:04.369667] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:04.369803] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:04.369875] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:04.410202] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:04.410392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:04.410440] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:04.410473] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:04.414250] [DEBUG] [FORECASTER] ADM: Forecast T+1@11:T+2@11: UP (p=95.83%)
[2025-10-13T23:53:04.414532] [INFO ] [FORECASTER] Completed predict_future for ADM
[2025-10-13T23:53:04.414707] [INFO ] [sig       ] ADM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:04.555520] [INFO ] [LOCAL     ] Saved forecast: ADM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ADM.txt
[2025-10-13T23:53:04.555747] [INFO ] [sig       ] [20/1810] Completed ADM in 0.2s | 3.97 sym/s | Total: 5.0s | ETA: 7.5m
[2025-10-13T23:53:04.555809] [INFO ] [sig       ] [21/1810] Forecasting ADT...
[2025-10-13T23:53:04.555842] [INFO ] [sig       ] Generating forecast for: ADT
[2025-10-13T23:53:04.555876] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADT' from 'https://tdm.silogroup.org/data/derivative_storage/ADT.csv'.
[2025-10-13T23:53:04.565127] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADT'.
[2025-10-13T23:53:04.565425] [INFO ] [FORECASTER] Starting predict_future for ADT
[2025-10-13T23:53:04.590183] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:04.590896] [DEBUG] [LOCAL     ] No optimal features file found for ADT: ./output/feature-sets/ADT.txt
[2025-10-13T23:53:04.590953] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:04.590988] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:04.591017] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:04.591074] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:04.608566] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:04.609179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:04.609265] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:04.609302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:04.646343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:04.646519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:04.646564] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:04.646619] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:04.650829] [DEBUG] [FORECASTER] ADT: Forecast T+1@11:T+2@11: UP (p=88.57%)
[2025-10-13T23:53:04.651134] [INFO ] [FORECASTER] Completed predict_future for ADT
[2025-10-13T23:53:04.651285] [INFO ] [sig       ] ADT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:04.793098] [INFO ] [LOCAL     ] Saved forecast: ADT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ADT.txt
[2025-10-13T23:53:04.793322] [INFO ] [sig       ] [21/1810] Completed ADT in 0.2s | 3.98 sym/s | Total: 5.3s | ETA: 7.5m
[2025-10-13T23:53:04.793366] [INFO ] [sig       ] [22/1810] Forecasting ADX...
[2025-10-13T23:53:04.793398] [INFO ] [sig       ] Generating forecast for: ADX
[2025-10-13T23:53:04.793431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ADX' from 'https://tdm.silogroup.org/data/derivative_storage/ADX.csv'.
[2025-10-13T23:53:04.802596] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ADX'.
[2025-10-13T23:53:04.802987] [INFO ] [FORECASTER] Starting predict_future for ADX
[2025-10-13T23:53:04.829777] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:04.830536] [DEBUG] [LOCAL     ] No optimal features file found for ADX: ./output/feature-sets/ADX.txt
[2025-10-13T23:53:04.830593] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:04.830631] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:04.830705] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:04.830776] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:04.848721] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:04.849266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:04.849349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:04.849383] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:04.885355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:04.885449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:04.885486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:04.885514] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:04.888664] [DEBUG] [FORECASTER] ADX: Forecast T+1@11:T+2@11: UP (p=52.61%)
[2025-10-13T23:53:04.888935] [INFO ] [FORECASTER] Completed predict_future for ADX
[2025-10-13T23:53:04.889074] [INFO ] [sig       ] ADX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:05.029056] [INFO ] [LOCAL     ] Saved forecast: ADX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ADX.txt
[2025-10-13T23:53:05.029266] [INFO ] [sig       ] [22/1810] Completed ADX in 0.2s | 3.99 sym/s | Total: 5.5s | ETA: 7.5m
[2025-10-13T23:53:05.029309] [INFO ] [sig       ] [23/1810] Forecasting AEE...
[2025-10-13T23:53:05.029340] [INFO ] [sig       ] Generating forecast for: AEE
[2025-10-13T23:53:05.029374] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEE' from 'https://tdm.silogroup.org/data/derivative_storage/AEE.csv'.
[2025-10-13T23:53:05.038370] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEE'.
[2025-10-13T23:53:05.038662] [INFO ] [FORECASTER] Starting predict_future for AEE
[2025-10-13T23:53:05.063097] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:05.063853] [DEBUG] [LOCAL     ] No optimal features file found for AEE: ./output/feature-sets/AEE.txt
[2025-10-13T23:53:05.063910] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:05.063946] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:05.063975] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:05.064033] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:05.081005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:05.081554] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:05.081633] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:05.081706] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:05.117724] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:05.117830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:05.117868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:05.117898] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:05.121034] [DEBUG] [FORECASTER] AEE: Forecast T+1@11:T+2@11: UP (p=88.67%)
[2025-10-13T23:53:05.121292] [INFO ] [FORECASTER] Completed predict_future for AEE
[2025-10-13T23:53:05.121425] [INFO ] [sig       ] AEE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:05.262131] [INFO ] [LOCAL     ] Saved forecast: AEE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AEE.txt
[2025-10-13T23:53:05.262360] [INFO ] [sig       ] [23/1810] Completed AEE in 0.2s | 4.00 sym/s | Total: 5.7s | ETA: 7.4m
[2025-10-13T23:53:05.262405] [INFO ] [sig       ] [24/1810] Forecasting AEFC...
[2025-10-13T23:53:05.262435] [INFO ] [sig       ] Generating forecast for: AEFC
[2025-10-13T23:53:05.262468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEFC' from 'https://tdm.silogroup.org/data/derivative_storage/AEFC.csv'.
[2025-10-13T23:53:05.272902] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEFC'.
[2025-10-13T23:53:05.273269] [INFO ] [FORECASTER] Starting predict_future for AEFC
[2025-10-13T23:53:05.301787] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:05.302549] [DEBUG] [LOCAL     ] No optimal features file found for AEFC: ./output/feature-sets/AEFC.txt
[2025-10-13T23:53:05.302606] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:05.302662] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:05.302719] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:05.302781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:05.322754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:05.323395] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:05.323480] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:05.323516] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:05.359602] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:05.359761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:05.359811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:05.359874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:05.363350] [DEBUG] [FORECASTER] AEFC: Forecast T+1@11:T+2@11: UP (p=98.76%)
[2025-10-13T23:53:05.363780] [INFO ] [FORECASTER] Completed predict_future for AEFC
[2025-10-13T23:53:05.363928] [INFO ] [sig       ] AEFC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:05.511780] [INFO ] [LOCAL     ] Saved forecast: AEFC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AEFC.txt
[2025-10-13T23:53:05.511992] [INFO ] [sig       ] [24/1810] Completed AEFC in 0.2s | 4.00 sym/s | Total: 6.0s | ETA: 7.4m
[2025-10-13T23:53:05.512035] [INFO ] [sig       ] [25/1810] Forecasting AEM...
[2025-10-13T23:53:05.512067] [INFO ] [sig       ] Generating forecast for: AEM
[2025-10-13T23:53:05.512099] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AEM' from 'https://tdm.silogroup.org/data/derivative_storage/AEM.csv'.
[2025-10-13T23:53:05.520966] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AEM'.
[2025-10-13T23:53:05.521262] [INFO ] [FORECASTER] Starting predict_future for AEM
[2025-10-13T23:53:05.546240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:05.546994] [DEBUG] [LOCAL     ] No optimal features file found for AEM: ./output/feature-sets/AEM.txt
[2025-10-13T23:53:05.547050] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:05.547084] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:05.547113] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:05.547169] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:05.564013] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:05.564560] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:05.564638] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:05.564714] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:05.601276] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:05.601414] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:05.601457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:05.601488] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:05.605010] [DEBUG] [FORECASTER] AEM: Forecast T+1@11:T+2@11: UP (p=99.45%)
[2025-10-13T23:53:05.605304] [INFO ] [FORECASTER] Completed predict_future for AEM
[2025-10-13T23:53:05.605446] [INFO ] [sig       ] AEM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:05.751926] [INFO ] [LOCAL     ] Saved forecast: AEM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AEM.txt
[2025-10-13T23:53:05.752172] [INFO ] [sig       ] [25/1810] Completed AEM in 0.2s | 4.01 sym/s | Total: 6.2s | ETA: 7.4m
[2025-10-13T23:53:05.752218] [INFO ] [sig       ] [26/1810] Forecasting AER...
[2025-10-13T23:53:05.752250] [INFO ] [sig       ] Generating forecast for: AER
[2025-10-13T23:53:05.752291] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AER' from 'https://tdm.silogroup.org/data/derivative_storage/AER.csv'.
[2025-10-13T23:53:05.763914] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AER'.
[2025-10-13T23:53:05.764258] [INFO ] [FORECASTER] Starting predict_future for AER
[2025-10-13T23:53:05.789628] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:05.790377] [DEBUG] [LOCAL     ] No optimal features file found for AER: ./output/feature-sets/AER.txt
[2025-10-13T23:53:05.790432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:05.790467] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:05.790496] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:05.790554] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:05.807397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:05.808079] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:05.808177] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:05.808231] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:05.844548] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:05.844735] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:05.844791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:05.844823] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:05.848258] [DEBUG] [FORECASTER] AER: Forecast T+1@11:T+2@11: UP (p=81.45%)
[2025-10-13T23:53:05.848564] [INFO ] [FORECASTER] Completed predict_future for AER
[2025-10-13T23:53:05.848735] [INFO ] [sig       ] AER: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:05.987352] [INFO ] [LOCAL     ] Saved forecast: AER	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AER.txt
[2025-10-13T23:53:05.987633] [INFO ] [sig       ] [26/1810] Completed AER in 0.2s | 4.02 sym/s | Total: 6.5s | ETA: 7.4m
[2025-10-13T23:53:05.987721] [INFO ] [sig       ] [27/1810] Forecasting AES...
[2025-10-13T23:53:05.987785] [INFO ] [sig       ] Generating forecast for: AES
[2025-10-13T23:53:05.987840] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AES' from 'https://tdm.silogroup.org/data/derivative_storage/AES.csv'.
[2025-10-13T23:53:05.996698] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AES'.
[2025-10-13T23:53:05.997092] [INFO ] [FORECASTER] Starting predict_future for AES
[2025-10-13T23:53:06.022632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:06.023508] [DEBUG] [LOCAL     ] No optimal features file found for AES: ./output/feature-sets/AES.txt
[2025-10-13T23:53:06.023566] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:06.023602] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:06.023630] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:06.023730] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:06.040949] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:06.041830] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:06.041917] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:06.041952] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:06.077908] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:06.078050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:06.078090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:06.078120] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:06.081421] [DEBUG] [FORECASTER] AES: Forecast T+1@11:T+2@11: UP (p=92.78%)
[2025-10-13T23:53:06.081726] [INFO ] [FORECASTER] Completed predict_future for AES
[2025-10-13T23:53:06.081872] [INFO ] [sig       ] AES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:06.219758] [INFO ] [LOCAL     ] Saved forecast: AES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AES.txt
[2025-10-13T23:53:06.219974] [INFO ] [sig       ] [27/1810] Completed AES in 0.2s | 4.03 sym/s | Total: 6.7s | ETA: 7.4m
[2025-10-13T23:53:06.220017] [INFO ] [sig       ] [28/1810] Forecasting AESI...
[2025-10-13T23:53:06.220048] [INFO ] [sig       ] Generating forecast for: AESI
[2025-10-13T23:53:06.220081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AESI' from 'https://tdm.silogroup.org/data/derivative_storage/AESI.csv'.
[2025-10-13T23:53:06.229471] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AESI'.
[2025-10-13T23:53:06.229848] [INFO ] [FORECASTER] Starting predict_future for AESI
[2025-10-13T23:53:06.254477] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:06.255217] [DEBUG] [LOCAL     ] No optimal features file found for AESI: ./output/feature-sets/AESI.txt
[2025-10-13T23:53:06.255273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:06.255309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:06.255337] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:06.255395] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:06.272276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:06.272888] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:06.272971] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:06.273005] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:06.308074] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:06.308194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:06.308232] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:06.308262] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:06.311494] [DEBUG] [FORECASTER] AESI: Forecast T+1@11:T+2@11: UP (p=60.31%)
[2025-10-13T23:53:06.311803] [INFO ] [FORECASTER] Completed predict_future for AESI
[2025-10-13T23:53:06.311944] [INFO ] [sig       ] AESI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:06.452156] [INFO ] [LOCAL     ] Saved forecast: AESI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AESI.txt
[2025-10-13T23:53:06.452368] [INFO ] [sig       ] [28/1810] Completed AESI in 0.2s | 4.03 sym/s | Total: 6.9s | ETA: 7.4m
[2025-10-13T23:53:06.452417] [INFO ] [sig       ] [29/1810] Forecasting AFB...
[2025-10-13T23:53:06.452448] [INFO ] [sig       ] Generating forecast for: AFB
[2025-10-13T23:53:06.452481] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFB' from 'https://tdm.silogroup.org/data/derivative_storage/AFB.csv'.
[2025-10-13T23:53:06.464277] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFB'.
[2025-10-13T23:53:06.464628] [INFO ] [FORECASTER] Starting predict_future for AFB
[2025-10-13T23:53:06.490055] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:06.490819] [DEBUG] [LOCAL     ] No optimal features file found for AFB: ./output/feature-sets/AFB.txt
[2025-10-13T23:53:06.490877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:06.490913] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:06.490944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:06.491003] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:06.509005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:06.509589] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:06.509729] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:06.509786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:06.550970] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:06.551063] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:06.551100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:06.551162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:06.557662] [DEBUG] [FORECASTER] AFB: Forecast T+1@11:T+2@11: DOWN (p=3.99%)
[2025-10-13T23:53:06.557937] [INFO ] [FORECASTER] Completed predict_future for AFB
[2025-10-13T23:53:06.558075] [INFO ] [sig       ] AFB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:06.700933] [INFO ] [LOCAL     ] Saved forecast: AFB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AFB.txt
[2025-10-13T23:53:06.701140] [INFO ] [sig       ] [29/1810] Completed AFB in 0.2s | 4.03 sym/s | Total: 7.2s | ETA: 7.4m
[2025-10-13T23:53:06.701185] [INFO ] [sig       ] [30/1810] Forecasting AFGB...
[2025-10-13T23:53:06.701219] [INFO ] [sig       ] Generating forecast for: AFGB
[2025-10-13T23:53:06.701253] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGB' from 'https://tdm.silogroup.org/data/derivative_storage/AFGB.csv'.
[2025-10-13T23:53:06.710236] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFGB'.
[2025-10-13T23:53:06.710577] [INFO ] [FORECASTER] Starting predict_future for AFGB
[2025-10-13T23:53:06.735660] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:06.736388] [DEBUG] [LOCAL     ] No optimal features file found for AFGB: ./output/feature-sets/AFGB.txt
[2025-10-13T23:53:06.736446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:06.736482] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:06.736510] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:06.736569] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:06.754139] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:06.755036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:06.755151] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:06.755221] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:06.798662] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:06.798806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:06.798847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:06.798877] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:06.802182] [DEBUG] [FORECASTER] AFGB: Forecast T+1@11:T+2@11: UP (p=96.51%)
[2025-10-13T23:53:06.802448] [INFO ] [FORECASTER] Completed predict_future for AFGB
[2025-10-13T23:53:06.802588] [INFO ] [sig       ] AFGB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:06.945504] [INFO ] [LOCAL     ] Saved forecast: AFGB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AFGB.txt
[2025-10-13T23:53:06.945810] [INFO ] [sig       ] [30/1810] Completed AFGB in 0.2s | 4.04 sym/s | Total: 7.4s | ETA: 7.4m
[2025-10-13T23:53:06.945872] [INFO ] [sig       ] [31/1810] Forecasting AFGC...
[2025-10-13T23:53:06.945906] [INFO ] [sig       ] Generating forecast for: AFGC
[2025-10-13T23:53:06.945939] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGC' from 'https://tdm.silogroup.org/data/derivative_storage/AFGC.csv'.
[2025-10-13T23:53:06.955717] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AFGC'.
[2025-10-13T23:53:06.956146] [INFO ] [FORECASTER] Starting predict_future for AFGC
[2025-10-13T23:53:06.982266] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:06.983012] [DEBUG] [LOCAL     ] No optimal features file found for AFGC: ./output/feature-sets/AFGC.txt
[2025-10-13T23:53:06.983068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:06.983105] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:06.983133] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:06.983191] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:07.001456] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:07.002063] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:07.002151] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:07.002187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:07.048239] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:07.048434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:07.048482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:07.048513] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:07.052713] [DEBUG] [FORECASTER] AFGC: Forecast T+1@11:T+2@11: UP (p=57.19%)
[2025-10-13T23:53:07.053014] [INFO ] [FORECASTER] Completed predict_future for AFGC
[2025-10-13T23:53:07.053167] [INFO ] [sig       ] AFGC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:07.194402] [INFO ] [LOCAL     ] Saved forecast: AFGC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AFGC.txt
[2025-10-13T23:53:07.194625] [INFO ] [sig       ] [31/1810] Completed AFGC in 0.2s | 4.04 sym/s | Total: 7.7s | ETA: 7.3m
[2025-10-13T23:53:07.194705] [INFO ] [sig       ] [32/1810] Forecasting AFGD...
[2025-10-13T23:53:07.194747] [INFO ] [sig       ] Generating forecast for: AFGD
[2025-10-13T23:53:07.194781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGD' from 'https://tdm.silogroup.org/data/derivative_storage/AFGD.csv'.
[2025-10-13T23:53:07.203121] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFGD'.
[2025-10-13T23:53:07.203378] [INFO ] [FORECASTER] Starting predict_future for AFGD
[2025-10-13T23:53:07.228377] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:07.229219] [DEBUG] [LOCAL     ] No optimal features file found for AFGD: ./output/feature-sets/AFGD.txt
[2025-10-13T23:53:07.229274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:07.229309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:07.229337] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:07.229407] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:07.247092] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:07.247689] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:07.247779] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:07.247814] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:07.290219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:07.290307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:07.290343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:07.290372] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:07.293444] [DEBUG] [FORECASTER] AFGD: Forecast T+1@11:T+2@11: UP (p=59.50%)
[2025-10-13T23:53:07.293735] [INFO ] [FORECASTER] Completed predict_future for AFGD
[2025-10-13T23:53:07.293879] [INFO ] [sig       ] AFGD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:07.439923] [INFO ] [LOCAL     ] Saved forecast: AFGD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AFGD.txt
[2025-10-13T23:53:07.440129] [INFO ] [sig       ] [32/1810] Completed AFGD in 0.2s | 4.04 sym/s | Total: 7.9s | ETA: 7.3m
[2025-10-13T23:53:07.440212] [INFO ] [sig       ] [33/1810] Forecasting AFGE...
[2025-10-13T23:53:07.440251] [INFO ] [sig       ] Generating forecast for: AFGE
[2025-10-13T23:53:07.440285] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFGE' from 'https://tdm.silogroup.org/data/derivative_storage/AFGE.csv'.
[2025-10-13T23:53:07.448166] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFGE'.
[2025-10-13T23:53:07.448432] [INFO ] [FORECASTER] Starting predict_future for AFGE
[2025-10-13T23:53:07.486306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:07.487551] [DEBUG] [LOCAL     ] No optimal features file found for AFGE: ./output/feature-sets/AFGE.txt
[2025-10-13T23:53:07.487766] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:07.487857] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:07.487915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:07.488026] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:07.505159] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:07.505771] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:07.505855] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:07.505888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:07.550332] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:07.550521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:07.550565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:07.550595] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:07.554137] [DEBUG] [FORECASTER] AFGE: Forecast T+1@11:T+2@11: DOWN (p=37.15%)
[2025-10-13T23:53:07.554414] [INFO ] [FORECASTER] Completed predict_future for AFGE
[2025-10-13T23:53:07.554559] [INFO ] [sig       ] AFGE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:07.697697] [INFO ] [LOCAL     ] Saved forecast: AFGE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AFGE.txt
[2025-10-13T23:53:07.697972] [INFO ] [sig       ] [33/1810] Completed AFGE in 0.3s | 4.03 sym/s | Total: 8.2s | ETA: 7.3m
[2025-10-13T23:53:07.698017] [INFO ] [sig       ] [34/1810] Forecasting AFL...
[2025-10-13T23:53:07.698059] [INFO ] [sig       ] Generating forecast for: AFL
[2025-10-13T23:53:07.698094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AFL' from 'https://tdm.silogroup.org/data/derivative_storage/AFL.csv'.
[2025-10-13T23:53:07.706345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AFL'.
[2025-10-13T23:53:07.706688] [INFO ] [FORECASTER] Starting predict_future for AFL
[2025-10-13T23:53:07.736586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:07.737384] [DEBUG] [LOCAL     ] No optimal features file found for AFL: ./output/feature-sets/AFL.txt
[2025-10-13T23:53:07.737441] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:07.737476] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:07.737531] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:07.737613] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:07.754819] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:07.755537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:07.755631] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:07.755713] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:07.796946] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:07.797093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:07.797134] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:07.797162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:07.800747] [DEBUG] [FORECASTER] AFL: Forecast T+1@11:T+2@11: UP (p=95.40%)
[2025-10-13T23:53:07.801059] [INFO ] [FORECASTER] Completed predict_future for AFL
[2025-10-13T23:53:07.801211] [INFO ] [sig       ] AFL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:07.944107] [INFO ] [LOCAL     ] Saved forecast: AFL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AFL.txt
[2025-10-13T23:53:07.944344] [INFO ] [sig       ] [34/1810] Completed AFL in 0.2s | 4.03 sym/s | Total: 8.4s | ETA: 7.3m
[2025-10-13T23:53:07.944387] [INFO ] [sig       ] [35/1810] Forecasting AG...
[2025-10-13T23:53:07.944419] [INFO ] [sig       ] Generating forecast for: AG
[2025-10-13T23:53:07.944451] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AG' from 'https://tdm.silogroup.org/data/derivative_storage/AG.csv'.
[2025-10-13T23:53:07.954140] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AG'.
[2025-10-13T23:53:07.954556] [INFO ] [FORECASTER] Starting predict_future for AG
[2025-10-13T23:53:07.980544] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:07.981335] [DEBUG] [LOCAL     ] No optimal features file found for AG: ./output/feature-sets/AG.txt
[2025-10-13T23:53:07.981395] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:07.981433] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:07.981465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:07.981524] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:07.999317] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:08.000051] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:08.000168] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:08.000216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:08.043215] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:08.043406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:08.043454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:08.043485] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:08.047235] [DEBUG] [FORECASTER] AG: Forecast T+1@11:T+2@11: DOWN (p=37.45%)
[2025-10-13T23:53:08.047628] [INFO ] [FORECASTER] Completed predict_future for AG
[2025-10-13T23:53:08.047831] [INFO ] [sig       ] AG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:08.195143] [INFO ] [LOCAL     ] Saved forecast: AG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AG.txt
[2025-10-13T23:53:08.195358] [INFO ] [sig       ] [35/1810] Completed AG in 0.3s | 4.03 sym/s | Total: 8.7s | ETA: 7.3m
[2025-10-13T23:53:08.195403] [INFO ] [sig       ] [36/1810] Forecasting AGCO...
[2025-10-13T23:53:08.195436] [INFO ] [sig       ] Generating forecast for: AGCO
[2025-10-13T23:53:08.195471] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGCO' from 'https://tdm.silogroup.org/data/derivative_storage/AGCO.csv'.
[2025-10-13T23:53:08.204364] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGCO'.
[2025-10-13T23:53:08.204694] [INFO ] [FORECASTER] Starting predict_future for AGCO
[2025-10-13T23:53:08.229971] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:08.230698] [DEBUG] [LOCAL     ] No optimal features file found for AGCO: ./output/feature-sets/AGCO.txt
[2025-10-13T23:53:08.230757] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:08.230795] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:08.230826] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:08.230887] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:08.248835] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:08.249377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:08.249462] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:08.249497] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:08.290619] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:08.290732] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:08.290777] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:08.290807] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:08.293842] [DEBUG] [FORECASTER] AGCO: Forecast T+1@11:T+2@11: UP (p=99.70%)
[2025-10-13T23:53:08.294093] [INFO ] [FORECASTER] Completed predict_future for AGCO
[2025-10-13T23:53:08.294225] [INFO ] [sig       ] AGCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:08.435189] [INFO ] [LOCAL     ] Saved forecast: AGCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AGCO.txt
[2025-10-13T23:53:08.435380] [INFO ] [sig       ] [36/1810] Completed AGCO in 0.2s | 4.03 sym/s | Total: 8.9s | ETA: 7.3m
[2025-10-13T23:53:08.435423] [INFO ] [sig       ] [37/1810] Forecasting AGD...
[2025-10-13T23:53:08.435455] [INFO ] [sig       ] Generating forecast for: AGD
[2025-10-13T23:53:08.435488] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGD' from 'https://tdm.silogroup.org/data/derivative_storage/AGD.csv'.
[2025-10-13T23:53:08.445003] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGD'.
[2025-10-13T23:53:08.445377] [INFO ] [FORECASTER] Starting predict_future for AGD
[2025-10-13T23:53:08.470262] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:08.470967] [DEBUG] [LOCAL     ] No optimal features file found for AGD: ./output/feature-sets/AGD.txt
[2025-10-13T23:53:08.471023] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:08.471057] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:08.471086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:08.471144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:08.488628] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:08.489349] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:08.489474] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:08.489524] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:08.534516] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:08.534633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:08.534711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:08.534750] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:08.537944] [DEBUG] [FORECASTER] AGD: Forecast T+1@11:T+2@11: UP (p=83.08%)
[2025-10-13T23:53:08.538209] [INFO ] [FORECASTER] Completed predict_future for AGD
[2025-10-13T23:53:08.538350] [INFO ] [sig       ] AGD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:08.678123] [INFO ] [LOCAL     ] Saved forecast: AGD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AGD.txt
[2025-10-13T23:53:08.678421] [INFO ] [sig       ] [37/1810] Completed AGD in 0.2s | 4.04 sym/s | Total: 9.2s | ETA: 7.3m
[2025-10-13T23:53:08.678466] [INFO ] [sig       ] [38/1810] Forecasting AGI...
[2025-10-13T23:53:08.678498] [INFO ] [sig       ] Generating forecast for: AGI
[2025-10-13T23:53:08.678531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGI' from 'https://tdm.silogroup.org/data/derivative_storage/AGI.csv'.
[2025-10-13T23:53:08.687633] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGI'.
[2025-10-13T23:53:08.688052] [INFO ] [FORECASTER] Starting predict_future for AGI
[2025-10-13T23:53:08.713089] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:08.713883] [DEBUG] [LOCAL     ] No optimal features file found for AGI: ./output/feature-sets/AGI.txt
[2025-10-13T23:53:08.713940] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:08.713975] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:08.714004] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:08.714062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:08.730920] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:08.731537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:08.731620] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:08.731686] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:08.774221] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:08.774384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:08.774426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:08.774455] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:08.777911] [DEBUG] [FORECASTER] AGI: Forecast T+1@11:T+2@11: UP (p=95.62%)
[2025-10-13T23:53:08.778185] [INFO ] [FORECASTER] Completed predict_future for AGI
[2025-10-13T23:53:08.778332] [INFO ] [sig       ] AGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:08.922346] [INFO ] [LOCAL     ] Saved forecast: AGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AGI.txt
[2025-10-13T23:53:08.922683] [INFO ] [sig       ] [38/1810] Completed AGI in 0.2s | 4.04 sym/s | Total: 9.4s | ETA: 7.3m
[2025-10-13T23:53:08.922746] [INFO ] [sig       ] [39/1810] Forecasting AGL...
[2025-10-13T23:53:08.922781] [INFO ] [sig       ] Generating forecast for: AGL
[2025-10-13T23:53:08.922815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGL' from 'https://tdm.silogroup.org/data/derivative_storage/AGL.csv'.
[2025-10-13T23:53:08.932535] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGL'.
[2025-10-13T23:53:08.932899] [INFO ] [FORECASTER] Starting predict_future for AGL
[2025-10-13T23:53:08.958388] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:08.959190] [DEBUG] [LOCAL     ] No optimal features file found for AGL: ./output/feature-sets/AGL.txt
[2025-10-13T23:53:08.959283] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:08.959338] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:08.959371] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:08.959486] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:08.977218] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:08.977913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:08.978005] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:08.978042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:09.027179] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:09.027277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:09.027334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:09.027367] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:09.030541] [DEBUG] [FORECASTER] AGL: Forecast T+1@11:T+2@11: DOWN (p=42.57%)
[2025-10-13T23:53:09.030831] [INFO ] [FORECASTER] Completed predict_future for AGL
[2025-10-13T23:53:09.030979] [INFO ] [sig       ] AGL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:09.170358] [INFO ] [LOCAL     ] Saved forecast: AGL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AGL.txt
[2025-10-13T23:53:09.170588] [INFO ] [sig       ] [39/1810] Completed AGL in 0.2s | 4.04 sym/s | Total: 9.7s | ETA: 7.3m
[2025-10-13T23:53:09.170632] [INFO ] [sig       ] [40/1810] Forecasting AGM...
[2025-10-13T23:53:09.170701] [INFO ] [sig       ] Generating forecast for: AGM
[2025-10-13T23:53:09.170745] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGM' from 'https://tdm.silogroup.org/data/derivative_storage/AGM.csv'.
[2025-10-13T23:53:09.179947] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGM'.
[2025-10-13T23:53:09.180220] [INFO ] [FORECASTER] Starting predict_future for AGM
[2025-10-13T23:53:09.204679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:09.205358] [DEBUG] [LOCAL     ] No optimal features file found for AGM: ./output/feature-sets/AGM.txt
[2025-10-13T23:53:09.205412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:09.205445] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:09.205477] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:09.205534] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:09.222402] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:09.222960] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:09.223039] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:09.223073] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:09.265359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:09.265572] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:09.265631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:09.265705] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:09.269354] [DEBUG] [FORECASTER] AGM: Forecast T+1@11:T+2@11: DOWN (p=3.67%)
[2025-10-13T23:53:09.269663] [INFO ] [FORECASTER] Completed predict_future for AGM
[2025-10-13T23:53:09.269825] [INFO ] [sig       ] AGM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:09.409307] [INFO ] [LOCAL     ] Saved forecast: AGM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AGM.txt
[2025-10-13T23:53:09.409593] [INFO ] [sig       ] [40/1810] Completed AGM in 0.2s | 4.04 sym/s | Total: 9.9s | ETA: 7.3m
[2025-10-13T23:53:09.409638] [INFO ] [sig       ] [41/1810] Forecasting AGRO...
[2025-10-13T23:53:09.409721] [INFO ] [sig       ] Generating forecast for: AGRO
[2025-10-13T23:53:09.409771] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGRO' from 'https://tdm.silogroup.org/data/derivative_storage/AGRO.csv'.
[2025-10-13T23:53:09.419346] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGRO'.
[2025-10-13T23:53:09.419706] [INFO ] [FORECASTER] Starting predict_future for AGRO
[2025-10-13T23:53:09.444506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:09.445230] [DEBUG] [LOCAL     ] No optimal features file found for AGRO: ./output/feature-sets/AGRO.txt
[2025-10-13T23:53:09.445292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:09.445331] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:09.445360] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:09.445416] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:09.462562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:09.463166] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:09.463248] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:09.463282] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:09.498675] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:09.498771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:09.498810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:09.498839] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:09.501903] [DEBUG] [FORECASTER] AGRO: Forecast T+1@11:T+2@11: DOWN (p=3.34%)
[2025-10-13T23:53:09.502162] [INFO ] [FORECASTER] Completed predict_future for AGRO
[2025-10-13T23:53:09.502294] [INFO ] [sig       ] AGRO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:09.643288] [INFO ] [LOCAL     ] Saved forecast: AGRO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AGRO.txt
[2025-10-13T23:53:09.643514] [INFO ] [sig       ] [41/1810] Completed AGRO in 0.2s | 4.05 sym/s | Total: 10.1s | ETA: 7.3m
[2025-10-13T23:53:09.643558] [INFO ] [sig       ] [42/1810] Forecasting AGX...
[2025-10-13T23:53:09.643589] [INFO ] [sig       ] Generating forecast for: AGX
[2025-10-13T23:53:09.643622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AGX' from 'https://tdm.silogroup.org/data/derivative_storage/AGX.csv'.
[2025-10-13T23:53:09.652677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AGX'.
[2025-10-13T23:53:09.652954] [INFO ] [FORECASTER] Starting predict_future for AGX
[2025-10-13T23:53:09.677693] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:09.678409] [DEBUG] [LOCAL     ] No optimal features file found for AGX: ./output/feature-sets/AGX.txt
[2025-10-13T23:53:09.678467] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:09.678503] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:09.678530] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:09.678587] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:09.696037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:09.696579] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:09.696681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:09.696735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:09.732300] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:09.732396] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:09.732858] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:09.732898] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:09.737187] [DEBUG] [FORECASTER] AGX: Forecast T+1@11:T+2@11: DOWN (p=42.69%)
[2025-10-13T23:53:09.737463] [INFO ] [FORECASTER] Completed predict_future for AGX
[2025-10-13T23:53:09.737665] [INFO ] [sig       ] AGX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:09.876007] [INFO ] [LOCAL     ] Saved forecast: AGX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AGX.txt
[2025-10-13T23:53:09.876236] [INFO ] [sig       ] [42/1810] Completed AGX in 0.2s | 4.05 sym/s | Total: 10.4s | ETA: 7.3m
[2025-10-13T23:53:09.876278] [INFO ] [sig       ] [43/1810] Forecasting AHH...
[2025-10-13T23:53:09.876309] [INFO ] [sig       ] Generating forecast for: AHH
[2025-10-13T23:53:09.876342] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHH' from 'https://tdm.silogroup.org/data/derivative_storage/AHH.csv'.
[2025-10-13T23:53:09.885035] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHH'.
[2025-10-13T23:53:09.885310] [INFO ] [FORECASTER] Starting predict_future for AHH
[2025-10-13T23:53:09.910041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:09.910843] [DEBUG] [LOCAL     ] No optimal features file found for AHH: ./output/feature-sets/AHH.txt
[2025-10-13T23:53:09.910899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:09.910934] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:09.910964] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:09.911021] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:09.928127] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:09.928691] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:09.928773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:09.928808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:09.964742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:09.964830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:09.964866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:09.964895] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:09.967942] [DEBUG] [FORECASTER] AHH: Forecast T+1@11:T+2@11: DOWN (p=30.84%)
[2025-10-13T23:53:09.968194] [INFO ] [FORECASTER] Completed predict_future for AHH
[2025-10-13T23:53:09.968326] [INFO ] [sig       ] AHH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:10.113276] [INFO ] [LOCAL     ] Saved forecast: AHH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AHH.txt
[2025-10-13T23:53:10.113506] [INFO ] [sig       ] [43/1810] Completed AHH in 0.2s | 4.06 sym/s | Total: 10.6s | ETA: 7.3m
[2025-10-13T23:53:10.113549] [INFO ] [sig       ] [44/1810] Forecasting AHR...
[2025-10-13T23:53:10.113581] [INFO ] [sig       ] Generating forecast for: AHR
[2025-10-13T23:53:10.113615] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHR' from 'https://tdm.silogroup.org/data/derivative_storage/AHR.csv'.
[2025-10-13T23:53:10.122480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHR'.
[2025-10-13T23:53:10.122784] [INFO ] [FORECASTER] Starting predict_future for AHR
[2025-10-13T23:53:10.147830] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:10.148561] [DEBUG] [LOCAL     ] No optimal features file found for AHR: ./output/feature-sets/AHR.txt
[2025-10-13T23:53:10.148619] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:10.148683] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:10.148730] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:10.148792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:10.170912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:10.171938] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:10.172036] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:10.172101] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:10.212085] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:10.212205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:10.212256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:10.212311] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:10.215705] [DEBUG] [FORECASTER] AHR: Forecast T+1@11:T+2@11: DOWN (p=31.53%)
[2025-10-13T23:53:10.215981] [INFO ] [FORECASTER] Completed predict_future for AHR
[2025-10-13T23:53:10.216135] [INFO ] [sig       ] AHR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:10.360988] [INFO ] [LOCAL     ] Saved forecast: AHR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AHR.txt
[2025-10-13T23:53:10.361197] [INFO ] [sig       ] [44/1810] Completed AHR in 0.2s | 4.06 sym/s | Total: 10.8s | ETA: 7.3m
[2025-10-13T23:53:10.361257] [INFO ] [sig       ] [45/1810] Forecasting AHT...
[2025-10-13T23:53:10.361291] [INFO ] [sig       ] Generating forecast for: AHT
[2025-10-13T23:53:10.361334] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AHT' from 'https://tdm.silogroup.org/data/derivative_storage/AHT.csv'.
[2025-10-13T23:53:10.371233] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AHT'.
[2025-10-13T23:53:10.371665] [INFO ] [FORECASTER] Starting predict_future for AHT
[2025-10-13T23:53:10.397097] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:10.397908] [DEBUG] [LOCAL     ] No optimal features file found for AHT: ./output/feature-sets/AHT.txt
[2025-10-13T23:53:10.397965] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:10.398001] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:10.398030] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:10.398098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:10.414900] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:10.415440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:10.415523] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:10.415558] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:10.451159] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:10.451254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:10.451291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:10.451321] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:10.454394] [DEBUG] [FORECASTER] AHT: Forecast T+1@11:T+2@11: DOWN (p=30.88%)
[2025-10-13T23:53:10.454677] [INFO ] [FORECASTER] Completed predict_future for AHT
[2025-10-13T23:53:10.454828] [INFO ] [sig       ] AHT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:10.592407] [INFO ] [LOCAL     ] Saved forecast: AHT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AHT.txt
[2025-10-13T23:53:10.592821] [INFO ] [sig       ] [45/1810] Completed AHT in 0.2s | 4.06 sym/s | Total: 11.1s | ETA: 7.2m
[2025-10-13T23:53:10.592885] [INFO ] [sig       ] [46/1810] Forecasting AI...
[2025-10-13T23:53:10.592920] [INFO ] [sig       ] Generating forecast for: AI
[2025-10-13T23:53:10.592953] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AI' from 'https://tdm.silogroup.org/data/derivative_storage/AI.csv'.
[2025-10-13T23:53:10.601730] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AI'.
[2025-10-13T23:53:10.602018] [INFO ] [FORECASTER] Starting predict_future for AI
[2025-10-13T23:53:10.626444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:10.627205] [DEBUG] [LOCAL     ] No optimal features file found for AI: ./output/feature-sets/AI.txt
[2025-10-13T23:53:10.627279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:10.627315] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:10.627342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:10.627399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:10.644122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:10.644736] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:10.644821] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:10.644855] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:10.682576] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:10.682784] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:10.682835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:10.682866] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:10.686386] [DEBUG] [FORECASTER] AI: Forecast T+1@11:T+2@11: DOWN (p=24.85%)
[2025-10-13T23:53:10.686727] [INFO ] [FORECASTER] Completed predict_future for AI
[2025-10-13T23:53:10.686878] [INFO ] [sig       ] AI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:10.828823] [INFO ] [LOCAL     ] Saved forecast: AI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AI.txt
[2025-10-13T23:53:10.829106] [INFO ] [sig       ] [46/1810] Completed AI in 0.2s | 4.06 sym/s | Total: 11.3s | ETA: 7.2m
[2025-10-13T23:53:10.829150] [INFO ] [sig       ] [47/1810] Forecasting AIG...
[2025-10-13T23:53:10.829182] [INFO ] [sig       ] Generating forecast for: AIG
[2025-10-13T23:53:10.829215] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIG' from 'https://tdm.silogroup.org/data/derivative_storage/AIG.csv'.
[2025-10-13T23:53:10.838491] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIG'.
[2025-10-13T23:53:10.838863] [INFO ] [FORECASTER] Starting predict_future for AIG
[2025-10-13T23:53:10.863875] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:10.864572] [DEBUG] [LOCAL     ] No optimal features file found for AIG: ./output/feature-sets/AIG.txt
[2025-10-13T23:53:10.864627] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:10.864697] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:10.864738] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:10.864797] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:10.882395] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:10.882974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:10.883058] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:10.883095] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:10.922151] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:10.922313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:10.922356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:10.922388] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:10.926062] [DEBUG] [FORECASTER] AIG: Forecast T+1@11:T+2@11: DOWN (p=0.21%)
[2025-10-13T23:53:10.926335] [INFO ] [FORECASTER] Completed predict_future for AIG
[2025-10-13T23:53:10.926469] [INFO ] [sig       ] AIG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:11.071320] [INFO ] [LOCAL     ] Saved forecast: AIG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIG.txt
[2025-10-13T23:53:11.071575] [INFO ] [sig       ] [47/1810] Completed AIG in 0.2s | 4.07 sym/s | Total: 11.6s | ETA: 7.2m
[2025-10-13T23:53:11.071620] [INFO ] [sig       ] [48/1810] Forecasting AIN...
[2025-10-13T23:53:11.071683] [INFO ] [sig       ] Generating forecast for: AIN
[2025-10-13T23:53:11.071735] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIN' from 'https://tdm.silogroup.org/data/derivative_storage/AIN.csv'.
[2025-10-13T23:53:11.081333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIN'.
[2025-10-13T23:53:11.081684] [INFO ] [FORECASTER] Starting predict_future for AIN
[2025-10-13T23:53:11.106187] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:11.106950] [DEBUG] [LOCAL     ] No optimal features file found for AIN: ./output/feature-sets/AIN.txt
[2025-10-13T23:53:11.107006] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:11.107041] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:11.107069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:11.107125] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:11.124090] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:11.124822] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:11.124905] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:11.124939] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:11.160020] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:11.160115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:11.160152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:11.160180] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:11.163231] [DEBUG] [FORECASTER] AIN: Forecast T+1@11:T+2@11: DOWN (p=24.77%)
[2025-10-13T23:53:11.163488] [INFO ] [FORECASTER] Completed predict_future for AIN
[2025-10-13T23:53:11.163617] [INFO ] [sig       ] AIN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:11.301819] [INFO ] [LOCAL     ] Saved forecast: AIN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIN.txt
[2025-10-13T23:53:11.302058] [INFO ] [sig       ] [48/1810] Completed AIN in 0.2s | 4.07 sym/s | Total: 11.8s | ETA: 7.2m
[2025-10-13T23:53:11.302101] [INFO ] [sig       ] [49/1810] Forecasting AIO...
[2025-10-13T23:53:11.302133] [INFO ] [sig       ] Generating forecast for: AIO
[2025-10-13T23:53:11.302166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIO' from 'https://tdm.silogroup.org/data/derivative_storage/AIO.csv'.
[2025-10-13T23:53:11.311457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIO'.
[2025-10-13T23:53:11.311844] [INFO ] [FORECASTER] Starting predict_future for AIO
[2025-10-13T23:53:11.336479] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:11.337295] [DEBUG] [LOCAL     ] No optimal features file found for AIO: ./output/feature-sets/AIO.txt
[2025-10-13T23:53:11.337352] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:11.337388] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:11.337419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:11.337479] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:11.357022] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:11.357975] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:11.358066] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:11.358102] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:11.396584] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:11.396795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:11.396849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:11.396883] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:11.400556] [DEBUG] [FORECASTER] AIO: Forecast T+1@11:T+2@11: UP (p=52.92%)
[2025-10-13T23:53:11.401015] [INFO ] [FORECASTER] Completed predict_future for AIO
[2025-10-13T23:53:11.401317] [INFO ] [sig       ] AIO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:11.550913] [INFO ] [LOCAL     ] Saved forecast: AIO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AIO.txt
[2025-10-13T23:53:11.551152] [INFO ] [sig       ] [49/1810] Completed AIO in 0.2s | 4.07 sym/s | Total: 12.0s | ETA: 7.2m
[2025-10-13T23:53:11.551286] [INFO ] [sig       ] [50/1810] Forecasting AIR...
[2025-10-13T23:53:11.551325] [INFO ] [sig       ] Generating forecast for: AIR
[2025-10-13T23:53:11.551358] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIR' from 'https://tdm.silogroup.org/data/derivative_storage/AIR.csv'.
[2025-10-13T23:53:11.560456] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIR'.
[2025-10-13T23:53:11.560952] [INFO ] [FORECASTER] Starting predict_future for AIR
[2025-10-13T23:53:11.586992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:11.587841] [DEBUG] [LOCAL     ] No optimal features file found for AIR: ./output/feature-sets/AIR.txt
[2025-10-13T23:53:11.587898] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:11.587933] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:11.587963] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:11.588020] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:11.605064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:11.605787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:11.605872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:11.605906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:11.643310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:11.643483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:11.643527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:11.643558] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:11.647020] [DEBUG] [FORECASTER] AIR: Forecast T+1@11:T+2@11: UP (p=74.90%)
[2025-10-13T23:53:11.647288] [INFO ] [FORECASTER] Completed predict_future for AIR
[2025-10-13T23:53:11.647419] [INFO ] [sig       ] AIR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:11.790615] [INFO ] [LOCAL     ] Saved forecast: AIR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AIR.txt
[2025-10-13T23:53:11.790908] [INFO ] [sig       ] [50/1810] Completed AIR in 0.2s | 4.07 sym/s | Total: 12.3s | ETA: 7.2m
[2025-10-13T23:53:11.790956] [INFO ] [sig       ] [51/1810] Forecasting AIT...
[2025-10-13T23:53:11.790988] [INFO ] [sig       ] Generating forecast for: AIT
[2025-10-13T23:53:11.791021] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIT' from 'https://tdm.silogroup.org/data/derivative_storage/AIT.csv'.
[2025-10-13T23:53:11.800252] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIT'.
[2025-10-13T23:53:11.800679] [INFO ] [FORECASTER] Starting predict_future for AIT
[2025-10-13T23:53:11.839875] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:11.840761] [DEBUG] [LOCAL     ] No optimal features file found for AIT: ./output/feature-sets/AIT.txt
[2025-10-13T23:53:11.840833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:11.840883] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:11.840916] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:11.840975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:11.858997] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:11.859628] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:11.859744] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:11.859798] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:11.896848] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:11.896996] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:11.897037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:11.897069] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:11.900494] [DEBUG] [FORECASTER] AIT: Forecast T+1@11:T+2@11: DOWN (p=14.44%)
[2025-10-13T23:53:11.900806] [INFO ] [FORECASTER] Completed predict_future for AIT
[2025-10-13T23:53:11.900948] [INFO ] [sig       ] AIT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:12.042269] [INFO ] [LOCAL     ] Saved forecast: AIT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIT.txt
[2025-10-13T23:53:12.042487] [INFO ] [sig       ] [51/1810] Completed AIT in 0.3s | 4.07 sym/s | Total: 12.5s | ETA: 7.2m
[2025-10-13T23:53:12.042534] [INFO ] [sig       ] [52/1810] Forecasting AIV...
[2025-10-13T23:53:12.042564] [INFO ] [sig       ] Generating forecast for: AIV
[2025-10-13T23:53:12.042596] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIV' from 'https://tdm.silogroup.org/data/derivative_storage/AIV.csv'.
[2025-10-13T23:53:12.052157] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIV'.
[2025-10-13T23:53:12.052445] [INFO ] [FORECASTER] Starting predict_future for AIV
[2025-10-13T23:53:12.077047] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:12.077812] [DEBUG] [LOCAL     ] No optimal features file found for AIV: ./output/feature-sets/AIV.txt
[2025-10-13T23:53:12.077867] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:12.077901] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:12.077976] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:12.078044] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:12.094994] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:12.095534] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:12.095614] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:12.095675] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:12.132798] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:12.132894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:12.132931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:12.132960] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:12.136079] [DEBUG] [FORECASTER] AIV: Forecast T+1@11:T+2@11: DOWN (p=24.90%)
[2025-10-13T23:53:12.136336] [INFO ] [FORECASTER] Completed predict_future for AIV
[2025-10-13T23:53:12.136465] [INFO ] [sig       ] AIV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:12.275594] [INFO ] [LOCAL     ] Saved forecast: AIV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIV.txt
[2025-10-13T23:53:12.275813] [INFO ] [sig       ] [52/1810] Completed AIV in 0.2s | 4.07 sym/s | Total: 12.8s | ETA: 7.2m
[2025-10-13T23:53:12.275868] [INFO ] [sig       ] [53/1810] Forecasting AIZ...
[2025-10-13T23:53:12.275901] [INFO ] [sig       ] Generating forecast for: AIZ
[2025-10-13T23:53:12.275933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIZ' from 'https://tdm.silogroup.org/data/derivative_storage/AIZ.csv'.
[2025-10-13T23:53:12.285387] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIZ'.
[2025-10-13T23:53:12.285768] [INFO ] [FORECASTER] Starting predict_future for AIZ
[2025-10-13T23:53:12.310621] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:12.311351] [DEBUG] [LOCAL     ] No optimal features file found for AIZ: ./output/feature-sets/AIZ.txt
[2025-10-13T23:53:12.311407] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:12.311459] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:12.311488] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:12.311546] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:12.328356] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:12.328948] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:12.329031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:12.329065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:12.362367] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:12.362491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:12.362532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:12.362562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:12.365743] [DEBUG] [FORECASTER] AIZ: Forecast T+1@11:T+2@11: DOWN (p=19.24%)
[2025-10-13T23:53:12.366035] [INFO ] [FORECASTER] Completed predict_future for AIZ
[2025-10-13T23:53:12.366173] [INFO ] [sig       ] AIZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:12.505703] [INFO ] [LOCAL     ] Saved forecast: AIZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIZ.txt
[2025-10-13T23:53:12.505937] [INFO ] [sig       ] [53/1810] Completed AIZ in 0.2s | 4.08 sym/s | Total: 13.0s | ETA: 7.2m
[2025-10-13T23:53:12.505982] [INFO ] [sig       ] [54/1810] Forecasting AIZN...
[2025-10-13T23:53:12.506015] [INFO ] [sig       ] Generating forecast for: AIZN
[2025-10-13T23:53:12.506053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AIZN' from 'https://tdm.silogroup.org/data/derivative_storage/AIZN.csv'.
[2025-10-13T23:53:12.514541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AIZN'.
[2025-10-13T23:53:12.514867] [INFO ] [FORECASTER] Starting predict_future for AIZN
[2025-10-13T23:53:12.540519] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:12.541242] [DEBUG] [LOCAL     ] No optimal features file found for AIZN: ./output/feature-sets/AIZN.txt
[2025-10-13T23:53:12.541299] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:12.541333] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:12.541362] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:12.541419] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:12.558169] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:12.558741] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:12.558823] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:12.558857] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:12.591401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:12.591568] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:12.591633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:12.591709] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:12.595275] [DEBUG] [FORECASTER] AIZN: Forecast T+1@11:T+2@11: DOWN (p=0.23%)
[2025-10-13T23:53:12.595550] [INFO ] [FORECASTER] Completed predict_future for AIZN
[2025-10-13T23:53:12.595730] [INFO ] [sig       ] AIZN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:12.743704] [INFO ] [LOCAL     ] Saved forecast: AIZN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AIZN.txt
[2025-10-13T23:53:12.743938] [INFO ] [sig       ] [54/1810] Completed AIZN in 0.2s | 4.08 sym/s | Total: 13.2s | ETA: 7.2m
[2025-10-13T23:53:12.743982] [INFO ] [sig       ] [55/1810] Forecasting AJG...
[2025-10-13T23:53:12.744013] [INFO ] [sig       ] Generating forecast for: AJG
[2025-10-13T23:53:12.744047] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AJG' from 'https://tdm.silogroup.org/data/derivative_storage/AJG.csv'.
[2025-10-13T23:53:12.752731] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AJG'.
[2025-10-13T23:53:12.753080] [INFO ] [FORECASTER] Starting predict_future for AJG
[2025-10-13T23:53:12.780374] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:12.781135] [DEBUG] [LOCAL     ] No optimal features file found for AJG: ./output/feature-sets/AJG.txt
[2025-10-13T23:53:12.781193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:12.781229] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:12.781259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:12.781318] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:12.799554] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:12.800161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:12.800250] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:12.800285] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:12.836967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:12.837544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:12.837619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:12.837696] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:12.841876] [DEBUG] [FORECASTER] AJG: Forecast T+1@11:T+2@11: DOWN (p=36.31%)
[2025-10-13T23:53:12.842207] [INFO ] [FORECASTER] Completed predict_future for AJG
[2025-10-13T23:53:12.842348] [INFO ] [sig       ] AJG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:12.987265] [INFO ] [LOCAL     ] Saved forecast: AJG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AJG.txt
[2025-10-13T23:53:12.987553] [INFO ] [sig       ] [55/1810] Completed AJG in 0.2s | 4.08 sym/s | Total: 13.5s | ETA: 7.2m
[2025-10-13T23:53:12.987635] [INFO ] [sig       ] [56/1810] Forecasting AKR...
[2025-10-13T23:53:12.987730] [INFO ] [sig       ] Generating forecast for: AKR
[2025-10-13T23:53:12.987781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AKR' from 'https://tdm.silogroup.org/data/derivative_storage/AKR.csv'.
[2025-10-13T23:53:12.996927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AKR'.
[2025-10-13T23:53:12.997253] [INFO ] [FORECASTER] Starting predict_future for AKR
[2025-10-13T23:53:13.022613] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:13.023371] [DEBUG] [LOCAL     ] No optimal features file found for AKR: ./output/feature-sets/AKR.txt
[2025-10-13T23:53:13.023427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:13.023462] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:13.023491] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:13.023548] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:13.040786] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:13.041351] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:13.041433] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:13.041466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:13.074262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:13.074371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:13.074408] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:13.074438] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:13.077673] [DEBUG] [FORECASTER] AKR: Forecast T+1@11:T+2@11: DOWN (p=23.53%)
[2025-10-13T23:53:13.077937] [INFO ] [FORECASTER] Completed predict_future for AKR
[2025-10-13T23:53:13.078059] [INFO ] [sig       ] AKR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:13.219721] [INFO ] [LOCAL     ] Saved forecast: AKR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AKR.txt
[2025-10-13T23:53:13.219942] [INFO ] [sig       ] [56/1810] Completed AKR in 0.2s | 4.09 sym/s | Total: 13.7s | ETA: 7.2m
[2025-10-13T23:53:13.219985] [INFO ] [sig       ] [57/1810] Forecasting AL...
[2025-10-13T23:53:13.220016] [INFO ] [sig       ] Generating forecast for: AL
[2025-10-13T23:53:13.220049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AL' from 'https://tdm.silogroup.org/data/derivative_storage/AL.csv'.
[2025-10-13T23:53:13.228463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AL'.
[2025-10-13T23:53:13.228834] [INFO ] [FORECASTER] Starting predict_future for AL
[2025-10-13T23:53:13.253456] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:13.254182] [DEBUG] [LOCAL     ] No optimal features file found for AL: ./output/feature-sets/AL.txt
[2025-10-13T23:53:13.254237] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:13.254271] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:13.254300] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:13.254357] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:13.271442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:13.272029] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:13.272115] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:13.272150] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:13.305527] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:13.305665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:13.305726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:13.305760] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:13.309125] [DEBUG] [FORECASTER] AL: Forecast T+1@11:T+2@11: UP (p=72.69%)
[2025-10-13T23:53:13.309392] [INFO ] [FORECASTER] Completed predict_future for AL
[2025-10-13T23:53:13.309521] [INFO ] [sig       ] AL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:13.449324] [INFO ] [LOCAL     ] Saved forecast: AL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AL.txt
[2025-10-13T23:53:13.449547] [INFO ] [sig       ] [57/1810] Completed AL in 0.2s | 4.09 sym/s | Total: 13.9s | ETA: 7.1m
[2025-10-13T23:53:13.449590] [INFO ] [sig       ] [58/1810] Forecasting ALE...
[2025-10-13T23:53:13.449621] [INFO ] [sig       ] Generating forecast for: ALE
[2025-10-13T23:53:13.449684] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALE' from 'https://tdm.silogroup.org/data/derivative_storage/ALE.csv'.
[2025-10-13T23:53:13.458370] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALE'.
[2025-10-13T23:53:13.458763] [INFO ] [FORECASTER] Starting predict_future for ALE
[2025-10-13T23:53:13.484794] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:13.485503] [DEBUG] [LOCAL     ] No optimal features file found for ALE: ./output/feature-sets/ALE.txt
[2025-10-13T23:53:13.485558] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:13.485594] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:13.485623] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:13.485716] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:13.502891] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:13.503428] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:13.503507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:13.503541] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:13.536682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:13.536835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:13.536876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:13.536907] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:13.540176] [DEBUG] [FORECASTER] ALE: Forecast T+1@11:T+2@11: DOWN (p=17.32%)
[2025-10-13T23:53:13.540466] [INFO ] [FORECASTER] Completed predict_future for ALE
[2025-10-13T23:53:13.540625] [INFO ] [sig       ] ALE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:13.684115] [INFO ] [LOCAL     ] Saved forecast: ALE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALE.txt
[2025-10-13T23:53:13.684377] [INFO ] [sig       ] [58/1810] Completed ALE in 0.2s | 4.09 sym/s | Total: 14.2s | ETA: 7.1m
[2025-10-13T23:53:13.684429] [INFO ] [sig       ] [59/1810] Forecasting ALG...
[2025-10-13T23:53:13.684497] [INFO ] [sig       ] Generating forecast for: ALG
[2025-10-13T23:53:13.684563] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALG' from 'https://tdm.silogroup.org/data/derivative_storage/ALG.csv'.
[2025-10-13T23:53:13.693437] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALG'.
[2025-10-13T23:53:13.693799] [INFO ] [FORECASTER] Starting predict_future for ALG
[2025-10-13T23:53:13.718627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:13.719417] [DEBUG] [LOCAL     ] No optimal features file found for ALG: ./output/feature-sets/ALG.txt
[2025-10-13T23:53:13.719472] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:13.719510] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:13.719545] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:13.719616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:13.737246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:13.737909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:13.737990] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:13.738024] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:13.769000] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:13.769148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:13.769191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:13.769223] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:13.772608] [DEBUG] [FORECASTER] ALG: Forecast T+1@11:T+2@11: DOWN (p=2.36%)
[2025-10-13T23:53:13.772913] [INFO ] [FORECASTER] Completed predict_future for ALG
[2025-10-13T23:53:13.773049] [INFO ] [sig       ] ALG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:13.912333] [INFO ] [LOCAL     ] Saved forecast: ALG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALG.txt
[2025-10-13T23:53:13.912606] [INFO ] [sig       ] [59/1810] Completed ALG in 0.2s | 4.10 sym/s | Total: 14.4s | ETA: 7.1m
[2025-10-13T23:53:13.912676] [INFO ] [sig       ] [60/1810] Forecasting ALIT...
[2025-10-13T23:53:13.912730] [INFO ] [sig       ] Generating forecast for: ALIT
[2025-10-13T23:53:13.912766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALIT' from 'https://tdm.silogroup.org/data/derivative_storage/ALIT.csv'.
[2025-10-13T23:53:13.921342] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALIT'.
[2025-10-13T23:53:13.921705] [INFO ] [FORECASTER] Starting predict_future for ALIT
[2025-10-13T23:53:13.946162] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:13.946891] [DEBUG] [LOCAL     ] No optimal features file found for ALIT: ./output/feature-sets/ALIT.txt
[2025-10-13T23:53:13.946946] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:13.946998] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:13.947028] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:13.947085] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:13.964025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:13.964556] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:13.964636] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:13.964711] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:13.998039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:13.998158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:13.998196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:13.998226] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:14.001447] [DEBUG] [FORECASTER] ALIT: Forecast T+1@11:T+2@11: DOWN (p=29.54%)
[2025-10-13T23:53:14.001771] [INFO ] [FORECASTER] Completed predict_future for ALIT
[2025-10-13T23:53:14.001907] [INFO ] [sig       ] ALIT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:14.144593] [INFO ] [LOCAL     ] Saved forecast: ALIT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALIT.txt
[2025-10-13T23:53:14.144921] [INFO ] [sig       ] [60/1810] Completed ALIT in 0.2s | 4.10 sym/s | Total: 14.6s | ETA: 7.1m
[2025-10-13T23:53:14.145004] [INFO ] [sig       ] [61/1810] Forecasting ALK...
[2025-10-13T23:53:14.145050] [INFO ] [sig       ] Generating forecast for: ALK
[2025-10-13T23:53:14.145086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALK' from 'https://tdm.silogroup.org/data/derivative_storage/ALK.csv'.
[2025-10-13T23:53:14.154428] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALK'.
[2025-10-13T23:53:14.154786] [INFO ] [FORECASTER] Starting predict_future for ALK
[2025-10-13T23:53:14.180331] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:14.181066] [DEBUG] [LOCAL     ] No optimal features file found for ALK: ./output/feature-sets/ALK.txt
[2025-10-13T23:53:14.181122] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:14.181157] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:14.181186] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:14.181244] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:14.198225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:14.198956] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:14.199041] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:14.199075] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:14.231180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:14.231303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:14.231342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:14.231372] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:14.234696] [DEBUG] [FORECASTER] ALK: Forecast T+1@11:T+2@11: DOWN (p=44.22%)
[2025-10-13T23:53:14.234989] [INFO ] [FORECASTER] Completed predict_future for ALK
[2025-10-13T23:53:14.235114] [INFO ] [sig       ] ALK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:14.377300] [INFO ] [LOCAL     ] Saved forecast: ALK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALK.txt
[2025-10-13T23:53:14.377557] [INFO ] [sig       ] [61/1810] Completed ALK in 0.2s | 4.10 sym/s | Total: 14.9s | ETA: 7.1m
[2025-10-13T23:53:14.377630] [INFO ] [sig       ] [62/1810] Forecasting ALL...
[2025-10-13T23:53:14.377708] [INFO ] [sig       ] Generating forecast for: ALL
[2025-10-13T23:53:14.377750] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALL' from 'https://tdm.silogroup.org/data/derivative_storage/ALL.csv'.
[2025-10-13T23:53:14.386898] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALL'.
[2025-10-13T23:53:14.387229] [INFO ] [FORECASTER] Starting predict_future for ALL
[2025-10-13T23:53:14.412840] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:14.413554] [DEBUG] [LOCAL     ] No optimal features file found for ALL: ./output/feature-sets/ALL.txt
[2025-10-13T23:53:14.413610] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:14.413667] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:14.413720] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:14.413781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:14.431291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:14.431890] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:14.431973] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:14.432008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:14.465682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:14.465802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:14.465843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:14.465874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:14.469231] [DEBUG] [FORECASTER] ALL: Forecast T+1@11:T+2@11: DOWN (p=22.71%)
[2025-10-13T23:53:14.469499] [INFO ] [FORECASTER] Completed predict_future for ALL
[2025-10-13T23:53:14.469631] [INFO ] [sig       ] ALL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:14.612800] [INFO ] [LOCAL     ] Saved forecast: ALL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALL.txt
[2025-10-13T23:53:14.613020] [INFO ] [sig       ] [62/1810] Completed ALL in 0.2s | 4.11 sym/s | Total: 15.1s | ETA: 7.1m
[2025-10-13T23:53:14.613063] [INFO ] [sig       ] [63/1810] Forecasting ALLE...
[2025-10-13T23:53:14.613093] [INFO ] [sig       ] Generating forecast for: ALLE
[2025-10-13T23:53:14.613125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALLE' from 'https://tdm.silogroup.org/data/derivative_storage/ALLE.csv'.
[2025-10-13T23:53:14.621544] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALLE'.
[2025-10-13T23:53:14.621871] [INFO ] [FORECASTER] Starting predict_future for ALLE
[2025-10-13T23:53:14.646662] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:14.647371] [DEBUG] [LOCAL     ] No optimal features file found for ALLE: ./output/feature-sets/ALLE.txt
[2025-10-13T23:53:14.647427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:14.647461] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:14.647489] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:14.647586] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:14.664442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:14.665045] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:14.665125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:14.665159] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:14.698772] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:14.698976] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:14.699024] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:14.699055] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:14.702780] [DEBUG] [FORECASTER] ALLE: Forecast T+1@11:T+2@11: UP (p=86.68%)
[2025-10-13T23:53:14.703064] [INFO ] [FORECASTER] Completed predict_future for ALLE
[2025-10-13T23:53:14.703210] [INFO ] [sig       ] ALLE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:14.843084] [INFO ] [LOCAL     ] Saved forecast: ALLE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ALLE.txt
[2025-10-13T23:53:14.843391] [INFO ] [sig       ] [63/1810] Completed ALLE in 0.2s | 4.11 sym/s | Total: 15.3s | ETA: 7.1m
[2025-10-13T23:53:14.843438] [INFO ] [sig       ] [64/1810] Forecasting ALLY...
[2025-10-13T23:53:14.843471] [INFO ] [sig       ] Generating forecast for: ALLY
[2025-10-13T23:53:14.843504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALLY' from 'https://tdm.silogroup.org/data/derivative_storage/ALLY.csv'.
[2025-10-13T23:53:14.852325] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALLY'.
[2025-10-13T23:53:14.852604] [INFO ] [FORECASTER] Starting predict_future for ALLY
[2025-10-13T23:53:14.877211] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:14.878150] [DEBUG] [LOCAL     ] No optimal features file found for ALLY: ./output/feature-sets/ALLY.txt
[2025-10-13T23:53:14.878212] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:14.878248] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:14.878279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:14.878340] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:14.895521] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:14.896402] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:14.896489] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:14.896523] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:14.931590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:14.931698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:14.931747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:14.931778] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:14.934868] [DEBUG] [FORECASTER] ALLY: Forecast T+1@11:T+2@11: UP (p=96.30%)
[2025-10-13T23:53:14.935158] [INFO ] [FORECASTER] Completed predict_future for ALLY
[2025-10-13T23:53:14.935292] [INFO ] [sig       ] ALLY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:15.073830] [INFO ] [LOCAL     ] Saved forecast: ALLY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ALLY.txt
[2025-10-13T23:53:15.074038] [INFO ] [sig       ] [64/1810] Completed ALLY in 0.2s | 4.11 sym/s | Total: 15.6s | ETA: 7.1m
[2025-10-13T23:53:15.074082] [INFO ] [sig       ] [65/1810] Forecasting ALSN...
[2025-10-13T23:53:15.074114] [INFO ] [sig       ] Generating forecast for: ALSN
[2025-10-13T23:53:15.074147] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALSN' from 'https://tdm.silogroup.org/data/derivative_storage/ALSN.csv'.
[2025-10-13T23:53:15.083212] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALSN'.
[2025-10-13T23:53:15.083490] [INFO ] [FORECASTER] Starting predict_future for ALSN
[2025-10-13T23:53:15.108037] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:15.108744] [DEBUG] [LOCAL     ] No optimal features file found for ALSN: ./output/feature-sets/ALSN.txt
[2025-10-13T23:53:15.108800] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:15.108880] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:15.108919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:15.108978] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:15.125956] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:15.126482] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:15.126563] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:15.126597] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:15.160537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:15.160688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:15.160745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:15.160777] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:15.163947] [DEBUG] [FORECASTER] ALSN: Forecast T+1@11:T+2@11: UP (p=59.63%)
[2025-10-13T23:53:15.164210] [INFO ] [FORECASTER] Completed predict_future for ALSN
[2025-10-13T23:53:15.164341] [INFO ] [sig       ] ALSN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:15.303714] [INFO ] [LOCAL     ] Saved forecast: ALSN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ALSN.txt
[2025-10-13T23:53:15.303922] [INFO ] [sig       ] [65/1810] Completed ALSN in 0.2s | 4.12 sym/s | Total: 15.8s | ETA: 7.1m
[2025-10-13T23:53:15.303966] [INFO ] [sig       ] [66/1810] Forecasting ALTG...
[2025-10-13T23:53:15.303997] [INFO ] [sig       ] Generating forecast for: ALTG
[2025-10-13T23:53:15.304029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALTG' from 'https://tdm.silogroup.org/data/derivative_storage/ALTG.csv'.
[2025-10-13T23:53:15.312437] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALTG'.
[2025-10-13T23:53:15.312748] [INFO ] [FORECASTER] Starting predict_future for ALTG
[2025-10-13T23:53:15.337244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:15.338033] [DEBUG] [LOCAL     ] No optimal features file found for ALTG: ./output/feature-sets/ALTG.txt
[2025-10-13T23:53:15.338090] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:15.338126] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:15.338155] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:15.338212] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:15.355156] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:15.355728] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:15.355808] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:15.355842] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:15.394094] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:15.394272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:15.394332] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:15.394365] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:15.397896] [DEBUG] [FORECASTER] ALTG: Forecast T+1@11:T+2@11: DOWN (p=20.64%)
[2025-10-13T23:53:15.398187] [INFO ] [FORECASTER] Completed predict_future for ALTG
[2025-10-13T23:53:15.398324] [INFO ] [sig       ] ALTG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:15.538456] [INFO ] [LOCAL     ] Saved forecast: ALTG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALTG.txt
[2025-10-13T23:53:15.538718] [INFO ] [sig       ] [66/1810] Completed ALTG in 0.2s | 4.12 sym/s | Total: 16.0s | ETA: 7.1m
[2025-10-13T23:53:15.538779] [INFO ] [sig       ] [67/1810] Forecasting ALUR...
[2025-10-13T23:53:15.538812] [INFO ] [sig       ] Generating forecast for: ALUR
[2025-10-13T23:53:15.538845] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALUR' from 'https://tdm.silogroup.org/data/derivative_storage/ALUR.csv'.
[2025-10-13T23:53:15.548394] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALUR'.
[2025-10-13T23:53:15.548869] [INFO ] [FORECASTER] Starting predict_future for ALUR
[2025-10-13T23:53:15.574593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:15.575417] [DEBUG] [LOCAL     ] No optimal features file found for ALUR: ./output/feature-sets/ALUR.txt
[2025-10-13T23:53:15.575475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:15.575511] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:15.575560] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:15.575626] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:15.593241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:15.594049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:15.594135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:15.594170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:15.629061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:15.629243] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:15.629289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:15.629320] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:15.632977] [DEBUG] [FORECASTER] ALUR: Forecast T+1@11:T+2@11: DOWN (p=10.82%)
[2025-10-13T23:53:15.633305] [INFO ] [FORECASTER] Completed predict_future for ALUR
[2025-10-13T23:53:15.633445] [INFO ] [sig       ] ALUR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:15.773825] [INFO ] [LOCAL     ] Saved forecast: ALUR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ALUR.txt
[2025-10-13T23:53:15.774036] [INFO ] [sig       ] [67/1810] Completed ALUR in 0.2s | 4.12 sym/s | Total: 16.3s | ETA: 7.1m
[2025-10-13T23:53:15.774079] [INFO ] [sig       ] [68/1810] Forecasting ALV...
[2025-10-13T23:53:15.774111] [INFO ] [sig       ] Generating forecast for: ALV
[2025-10-13T23:53:15.774143] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALV' from 'https://tdm.silogroup.org/data/derivative_storage/ALV.csv'.
[2025-10-13T23:53:15.783154] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ALV'.
[2025-10-13T23:53:15.783435] [INFO ] [FORECASTER] Starting predict_future for ALV
[2025-10-13T23:53:15.808122] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:15.808871] [DEBUG] [LOCAL     ] No optimal features file found for ALV: ./output/feature-sets/ALV.txt
[2025-10-13T23:53:15.808926] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:15.808960] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:15.808991] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:15.809049] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:15.825869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:15.826389] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:15.826467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:15.826500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:15.862454] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:15.862540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:15.862576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:15.862605] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:15.865627] [DEBUG] [FORECASTER] ALV: Forecast T+1@11:T+2@11: UP (p=56.84%)
[2025-10-13T23:53:15.865905] [INFO ] [FORECASTER] Completed predict_future for ALV
[2025-10-13T23:53:15.866034] [INFO ] [sig       ] ALV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:16.005223] [INFO ] [LOCAL     ] Saved forecast: ALV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ALV.txt
[2025-10-13T23:53:16.005423] [INFO ] [sig       ] [68/1810] Completed ALV in 0.2s | 4.12 sym/s | Total: 16.5s | ETA: 7.0m
[2025-10-13T23:53:16.005465] [INFO ] [sig       ] [69/1810] Forecasting ALX...
[2025-10-13T23:53:16.005497] [INFO ] [sig       ] Generating forecast for: ALX
[2025-10-13T23:53:16.005530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ALX' from 'https://tdm.silogroup.org/data/derivative_storage/ALX.csv'.
[2025-10-13T23:53:16.014066] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'ALX'.
[2025-10-13T23:53:16.014337] [INFO ] [FORECASTER] Starting predict_future for ALX
[2025-10-13T23:53:16.039173] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:16.039918] [DEBUG] [LOCAL     ] No optimal features file found for ALX: ./output/feature-sets/ALX.txt
[2025-10-13T23:53:16.039974] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:16.040009] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:16.040038] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:16.040094] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:16.057208] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:16.057816] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:16.057897] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:16.057931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:16.096928] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:16.097016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:16.097053] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:16.097083] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:16.100192] [DEBUG] [FORECASTER] ALX: Forecast T+1@11:T+2@11: UP (p=95.73%)
[2025-10-13T23:53:16.100443] [INFO ] [FORECASTER] Completed predict_future for ALX
[2025-10-13T23:53:16.100571] [INFO ] [sig       ] ALX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:16.246752] [INFO ] [LOCAL     ] Saved forecast: ALX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ALX.txt
[2025-10-13T23:53:16.247075] [INFO ] [sig       ] [69/1810] Completed ALX in 0.2s | 4.12 sym/s | Total: 16.7s | ETA: 7.0m
[2025-10-13T23:53:16.247140] [INFO ] [sig       ] [70/1810] Forecasting AM...
[2025-10-13T23:53:16.247177] [INFO ] [sig       ] Generating forecast for: AM
[2025-10-13T23:53:16.247212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AM' from 'https://tdm.silogroup.org/data/derivative_storage/AM.csv'.
[2025-10-13T23:53:16.256850] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AM'.
[2025-10-13T23:53:16.257172] [INFO ] [FORECASTER] Starting predict_future for AM
[2025-10-13T23:53:16.284046] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:16.284844] [DEBUG] [LOCAL     ] No optimal features file found for AM: ./output/feature-sets/AM.txt
[2025-10-13T23:53:16.284903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:16.284939] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:16.284970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:16.285031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:16.304047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:16.304882] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:16.304991] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:16.305042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:16.341733] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:16.341916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:16.341963] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:16.342011] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:16.346741] [DEBUG] [FORECASTER] AM: Forecast T+1@11:T+2@11: UP (p=70.98%)
[2025-10-13T23:53:16.347023] [INFO ] [FORECASTER] Completed predict_future for AM
[2025-10-13T23:53:16.347161] [INFO ] [sig       ] AM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:16.491105] [INFO ] [LOCAL     ] Saved forecast: AM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AM.txt
[2025-10-13T23:53:16.491346] [INFO ] [sig       ] [70/1810] Completed AM in 0.2s | 4.12 sym/s | Total: 17.0s | ETA: 7.0m
[2025-10-13T23:53:16.491393] [INFO ] [sig       ] [71/1810] Forecasting AMBC...
[2025-10-13T23:53:16.491426] [INFO ] [sig       ] Generating forecast for: AMBC
[2025-10-13T23:53:16.491460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMBC' from 'https://tdm.silogroup.org/data/derivative_storage/AMBC.csv'.
[2025-10-13T23:53:16.500212] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMBC'.
[2025-10-13T23:53:16.500576] [INFO ] [FORECASTER] Starting predict_future for AMBC
[2025-10-13T23:53:16.526805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:16.528048] [DEBUG] [LOCAL     ] No optimal features file found for AMBC: ./output/feature-sets/AMBC.txt
[2025-10-13T23:53:16.528108] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:16.528143] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:16.528172] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:16.528229] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:16.546544] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:16.547343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:16.547431] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:16.547466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:16.585366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:16.585552] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:16.585596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:16.585629] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:16.589252] [DEBUG] [FORECASTER] AMBC: Forecast T+1@11:T+2@11: UP (p=92.44%)
[2025-10-13T23:53:16.589548] [INFO ] [FORECASTER] Completed predict_future for AMBC
[2025-10-13T23:53:16.590099] [INFO ] [sig       ] AMBC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:16.743788] [INFO ] [LOCAL     ] Saved forecast: AMBC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMBC.txt
[2025-10-13T23:53:16.744069] [INFO ] [sig       ] [71/1810] Completed AMBC in 0.3s | 4.12 sym/s | Total: 17.2s | ETA: 7.0m
[2025-10-13T23:53:16.744133] [INFO ] [sig       ] [72/1810] Forecasting AMBP...
[2025-10-13T23:53:16.744168] [INFO ] [sig       ] Generating forecast for: AMBP
[2025-10-13T23:53:16.744201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMBP' from 'https://tdm.silogroup.org/data/derivative_storage/AMBP.csv'.
[2025-10-13T23:53:16.753734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMBP'.
[2025-10-13T23:53:16.754082] [INFO ] [FORECASTER] Starting predict_future for AMBP
[2025-10-13T23:53:16.778732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:16.779409] [DEBUG] [LOCAL     ] No optimal features file found for AMBP: ./output/feature-sets/AMBP.txt
[2025-10-13T23:53:16.779464] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:16.779498] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:16.779525] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:16.779582] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:16.796386] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:16.796970] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:16.797054] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:16.797088] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:16.829579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:16.829710] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:16.829782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:16.829814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:16.832886] [DEBUG] [FORECASTER] AMBP: Forecast T+1@11:T+2@11: UP (p=80.84%)
[2025-10-13T23:53:16.833140] [INFO ] [FORECASTER] Completed predict_future for AMBP
[2025-10-13T23:53:16.833272] [INFO ] [sig       ] AMBP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:16.972846] [INFO ] [LOCAL     ] Saved forecast: AMBP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMBP.txt
[2025-10-13T23:53:16.973088] [INFO ] [sig       ] [72/1810] Completed AMBP in 0.2s | 4.12 sym/s | Total: 17.5s | ETA: 7.0m
[2025-10-13T23:53:16.973131] [INFO ] [sig       ] [73/1810] Forecasting AMC...
[2025-10-13T23:53:16.973162] [INFO ] [sig       ] Generating forecast for: AMC
[2025-10-13T23:53:16.973194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMC' from 'https://tdm.silogroup.org/data/derivative_storage/AMC.csv'.
[2025-10-13T23:53:16.981931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMC'.
[2025-10-13T23:53:16.982239] [INFO ] [FORECASTER] Starting predict_future for AMC
[2025-10-13T23:53:17.011245] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:17.012131] [DEBUG] [LOCAL     ] No optimal features file found for AMC: ./output/feature-sets/AMC.txt
[2025-10-13T23:53:17.012188] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:17.012223] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:17.012252] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:17.012310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:17.029509] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:17.030096] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:17.030178] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:17.030212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:17.061002] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:17.061130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:17.061169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:17.061199] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:17.064466] [DEBUG] [FORECASTER] AMC: Forecast T+1@11:T+2@11: DOWN (p=43.45%)
[2025-10-13T23:53:17.064778] [INFO ] [FORECASTER] Completed predict_future for AMC
[2025-10-13T23:53:17.064935] [INFO ] [sig       ] AMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:17.203535] [INFO ] [LOCAL     ] Saved forecast: AMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMC.txt
[2025-10-13T23:53:17.203776] [INFO ] [sig       ] [73/1810] Completed AMC in 0.2s | 4.13 sym/s | Total: 17.7s | ETA: 7.0m
[2025-10-13T23:53:17.203837] [INFO ] [sig       ] [74/1810] Forecasting AMCR...
[2025-10-13T23:53:17.203870] [INFO ] [sig       ] Generating forecast for: AMCR
[2025-10-13T23:53:17.203902] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMCR' from 'https://tdm.silogroup.org/data/derivative_storage/AMCR.csv'.
[2025-10-13T23:53:17.213179] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMCR'.
[2025-10-13T23:53:17.213517] [INFO ] [FORECASTER] Starting predict_future for AMCR
[2025-10-13T23:53:17.238239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:17.238960] [DEBUG] [LOCAL     ] No optimal features file found for AMCR: ./output/feature-sets/AMCR.txt
[2025-10-13T23:53:17.239015] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:17.239049] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:17.239095] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:17.239154] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:17.256021] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:17.256590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:17.256704] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:17.256753] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:17.287590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:17.287712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:17.287759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:17.287789] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:17.290880] [DEBUG] [FORECASTER] AMCR: Forecast T+1@11:T+2@11: DOWN (p=42.76%)
[2025-10-13T23:53:17.291136] [INFO ] [FORECASTER] Completed predict_future for AMCR
[2025-10-13T23:53:17.291261] [INFO ] [sig       ] AMCR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:17.429485] [INFO ] [LOCAL     ] Saved forecast: AMCR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMCR.txt
[2025-10-13T23:53:17.429733] [INFO ] [sig       ] [74/1810] Completed AMCR in 0.2s | 4.13 sym/s | Total: 17.9s | ETA: 7.0m
[2025-10-13T23:53:17.429794] [INFO ] [sig       ] [75/1810] Forecasting AME...
[2025-10-13T23:53:17.429828] [INFO ] [sig       ] Generating forecast for: AME
[2025-10-13T23:53:17.429907] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AME' from 'https://tdm.silogroup.org/data/derivative_storage/AME.csv'.
[2025-10-13T23:53:17.439246] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AME'.
[2025-10-13T23:53:17.439566] [INFO ] [FORECASTER] Starting predict_future for AME
[2025-10-13T23:53:17.465441] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:17.466266] [DEBUG] [LOCAL     ] No optimal features file found for AME: ./output/feature-sets/AME.txt
[2025-10-13T23:53:17.466323] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:17.466360] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:17.466388] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:17.466446] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:17.483301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:17.483990] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:17.484075] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:17.484110] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:17.521085] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:17.521179] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:17.521219] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:17.521249] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:17.524355] [DEBUG] [FORECASTER] AME: Forecast T+1@11:T+2@11: UP (p=77.97%)
[2025-10-13T23:53:17.524616] [INFO ] [FORECASTER] Completed predict_future for AME
[2025-10-13T23:53:17.524788] [INFO ] [sig       ] AME: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:17.664380] [INFO ] [LOCAL     ] Saved forecast: AME	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AME.txt
[2025-10-13T23:53:17.664608] [INFO ] [sig       ] [75/1810] Completed AME in 0.2s | 4.13 sym/s | Total: 18.2s | ETA: 7.0m
[2025-10-13T23:53:17.664691] [INFO ] [sig       ] [76/1810] Forecasting AMG...
[2025-10-13T23:53:17.664768] [INFO ] [sig       ] Generating forecast for: AMG
[2025-10-13T23:53:17.664805] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMG' from 'https://tdm.silogroup.org/data/derivative_storage/AMG.csv'.
[2025-10-13T23:53:17.673575] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMG'.
[2025-10-13T23:53:17.673896] [INFO ] [FORECASTER] Starting predict_future for AMG
[2025-10-13T23:53:17.698866] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:17.699545] [DEBUG] [LOCAL     ] No optimal features file found for AMG: ./output/feature-sets/AMG.txt
[2025-10-13T23:53:17.699598] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:17.699632] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:17.699704] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:17.699772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:17.716636] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:17.717197] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:17.717278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:17.717312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:17.753139] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:17.753221] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:17.753257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:17.753286] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:17.756259] [DEBUG] [FORECASTER] AMG: Forecast T+1@11:T+2@11: UP (p=89.82%)
[2025-10-13T23:53:17.756512] [INFO ] [FORECASTER] Completed predict_future for AMG
[2025-10-13T23:53:17.756667] [INFO ] [sig       ] AMG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:17.900760] [INFO ] [LOCAL     ] Saved forecast: AMG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMG.txt
[2025-10-13T23:53:17.901087] [INFO ] [sig       ] [76/1810] Completed AMG in 0.2s | 4.13 sym/s | Total: 18.4s | ETA: 7.0m
[2025-10-13T23:53:17.901151] [INFO ] [sig       ] [77/1810] Forecasting AMH...
[2025-10-13T23:53:17.901186] [INFO ] [sig       ] Generating forecast for: AMH
[2025-10-13T23:53:17.901220] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMH' from 'https://tdm.silogroup.org/data/derivative_storage/AMH.csv'.
[2025-10-13T23:53:17.911291] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMH'.
[2025-10-13T23:53:17.911612] [INFO ] [FORECASTER] Starting predict_future for AMH
[2025-10-13T23:53:17.936842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:17.937532] [DEBUG] [LOCAL     ] No optimal features file found for AMH: ./output/feature-sets/AMH.txt
[2025-10-13T23:53:17.937589] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:17.937625] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:17.937690] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:17.937762] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:17.955257] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:17.956173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:17.956260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:17.956295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:17.994135] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:17.994323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:17.994366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:17.994398] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:17.998117] [DEBUG] [FORECASTER] AMH: Forecast T+1@11:T+2@11: DOWN (p=0.51%)
[2025-10-13T23:53:17.998414] [INFO ] [FORECASTER] Completed predict_future for AMH
[2025-10-13T23:53:17.998558] [INFO ] [sig       ] AMH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:18.138546] [INFO ] [LOCAL     ] Saved forecast: AMH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMH.txt
[2025-10-13T23:53:18.138805] [INFO ] [sig       ] [77/1810] Completed AMH in 0.2s | 4.13 sym/s | Total: 18.6s | ETA: 7.0m
[2025-10-13T23:53:18.138870] [INFO ] [sig       ] [78/1810] Forecasting AMN...
[2025-10-13T23:53:18.138904] [INFO ] [sig       ] Generating forecast for: AMN
[2025-10-13T23:53:18.138937] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMN' from 'https://tdm.silogroup.org/data/derivative_storage/AMN.csv'.
[2025-10-13T23:53:18.147842] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMN'.
[2025-10-13T23:53:18.148118] [INFO ] [FORECASTER] Starting predict_future for AMN
[2025-10-13T23:53:18.173164] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:18.173951] [DEBUG] [LOCAL     ] No optimal features file found for AMN: ./output/feature-sets/AMN.txt
[2025-10-13T23:53:18.174039] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:18.174080] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:18.174109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:18.174166] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:18.191791] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:18.192343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:18.192421] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:18.192456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:18.228974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:18.229053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:18.229090] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:18.229118] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:18.232123] [DEBUG] [FORECASTER] AMN: Forecast T+1@11:T+2@11: UP (p=70.31%)
[2025-10-13T23:53:18.232370] [INFO ] [FORECASTER] Completed predict_future for AMN
[2025-10-13T23:53:18.232502] [INFO ] [sig       ] AMN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:18.373870] [INFO ] [LOCAL     ] Saved forecast: AMN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMN.txt
[2025-10-13T23:53:18.374080] [INFO ] [sig       ] [78/1810] Completed AMN in 0.2s | 4.14 sym/s | Total: 18.9s | ETA: 7.0m
[2025-10-13T23:53:18.374124] [INFO ] [sig       ] [79/1810] Forecasting AMP...
[2025-10-13T23:53:18.374155] [INFO ] [sig       ] Generating forecast for: AMP
[2025-10-13T23:53:18.374188] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMP' from 'https://tdm.silogroup.org/data/derivative_storage/AMP.csv'.
[2025-10-13T23:53:18.382981] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMP'.
[2025-10-13T23:53:18.383256] [INFO ] [FORECASTER] Starting predict_future for AMP
[2025-10-13T23:53:18.408028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:18.408846] [DEBUG] [LOCAL     ] No optimal features file found for AMP: ./output/feature-sets/AMP.txt
[2025-10-13T23:53:18.408902] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:18.408937] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:18.408966] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:18.409024] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:18.426261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:18.426836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:18.426915] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:18.426949] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:18.464004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:18.464083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:18.464119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:18.464168] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:18.467166] [DEBUG] [FORECASTER] AMP: Forecast T+1@11:T+2@11: UP (p=63.71%)
[2025-10-13T23:53:18.467416] [INFO ] [FORECASTER] Completed predict_future for AMP
[2025-10-13T23:53:18.467571] [INFO ] [sig       ] AMP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:18.606859] [INFO ] [LOCAL     ] Saved forecast: AMP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMP.txt
[2025-10-13T23:53:18.607078] [INFO ] [sig       ] [79/1810] Completed AMP in 0.2s | 4.14 sym/s | Total: 19.1s | ETA: 7.0m
[2025-10-13T23:53:18.607121] [INFO ] [sig       ] [80/1810] Forecasting AMPX...
[2025-10-13T23:53:18.607153] [INFO ] [sig       ] Generating forecast for: AMPX
[2025-10-13T23:53:18.607186] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMPX' from 'https://tdm.silogroup.org/data/derivative_storage/AMPX.csv'.
[2025-10-13T23:53:18.620444] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMPX'.
[2025-10-13T23:53:18.620807] [INFO ] [FORECASTER] Starting predict_future for AMPX
[2025-10-13T23:53:18.646293] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:18.647019] [DEBUG] [LOCAL     ] No optimal features file found for AMPX: ./output/feature-sets/AMPX.txt
[2025-10-13T23:53:18.647074] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:18.647108] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:18.647138] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:18.647199] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:18.664413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:18.664996] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:18.665079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:18.665113] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:18.702764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:18.702876] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:18.702913] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:18.702943] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:18.706094] [DEBUG] [FORECASTER] AMPX: Forecast T+1@11:T+2@11: UP (p=83.86%)
[2025-10-13T23:53:18.706392] [INFO ] [FORECASTER] Completed predict_future for AMPX
[2025-10-13T23:53:18.706522] [INFO ] [sig       ] AMPX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:18.846071] [INFO ] [LOCAL     ] Saved forecast: AMPX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMPX.txt
[2025-10-13T23:53:18.846293] [INFO ] [sig       ] [80/1810] Completed AMPX in 0.2s | 4.14 sym/s | Total: 19.3s | ETA: 7.0m
[2025-10-13T23:53:18.846354] [INFO ] [sig       ] [81/1810] Forecasting AMPY...
[2025-10-13T23:53:18.846399] [INFO ] [sig       ] Generating forecast for: AMPY
[2025-10-13T23:53:18.846457] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMPY' from 'https://tdm.silogroup.org/data/derivative_storage/AMPY.csv'.
[2025-10-13T23:53:18.855543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMPY'.
[2025-10-13T23:53:18.855836] [INFO ] [FORECASTER] Starting predict_future for AMPY
[2025-10-13T23:53:18.880389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:18.881108] [DEBUG] [LOCAL     ] No optimal features file found for AMPY: ./output/feature-sets/AMPY.txt
[2025-10-13T23:53:18.881163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:18.881197] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:18.881226] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:18.881302] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:18.898633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:18.899264] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:18.899379] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:18.899420] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:18.938214] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:18.938391] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:18.938436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:18.938465] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:18.941931] [DEBUG] [FORECASTER] AMPY: Forecast T+1@11:T+2@11: DOWN (p=10.62%)
[2025-10-13T23:53:18.942206] [INFO ] [FORECASTER] Completed predict_future for AMPY
[2025-10-13T23:53:18.942338] [INFO ] [sig       ] AMPY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:19.087626] [INFO ] [LOCAL     ] Saved forecast: AMPY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMPY.txt
[2025-10-13T23:53:19.087880] [INFO ] [sig       ] [81/1810] Completed AMPY in 0.2s | 4.14 sym/s | Total: 19.6s | ETA: 7.0m
[2025-10-13T23:53:19.087929] [INFO ] [sig       ] [82/1810] Forecasting AMR...
[2025-10-13T23:53:19.087979] [INFO ] [sig       ] Generating forecast for: AMR
[2025-10-13T23:53:19.088046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMR' from 'https://tdm.silogroup.org/data/derivative_storage/AMR.csv'.
[2025-10-13T23:53:19.097294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMR'.
[2025-10-13T23:53:19.097608] [INFO ] [FORECASTER] Starting predict_future for AMR
[2025-10-13T23:53:19.122360] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:19.123125] [DEBUG] [LOCAL     ] No optimal features file found for AMR: ./output/feature-sets/AMR.txt
[2025-10-13T23:53:19.123180] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:19.123216] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:19.123245] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:19.123302] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:19.140962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:19.141512] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:19.141594] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:19.141628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:19.178166] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:19.178271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:19.178312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:19.178343] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:19.181566] [DEBUG] [FORECASTER] AMR: Forecast T+1@11:T+2@11: DOWN (p=14.72%)
[2025-10-13T23:53:19.181852] [INFO ] [FORECASTER] Completed predict_future for AMR
[2025-10-13T23:53:19.181986] [INFO ] [sig       ] AMR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:19.322111] [INFO ] [LOCAL     ] Saved forecast: AMR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMR.txt
[2025-10-13T23:53:19.322319] [INFO ] [sig       ] [82/1810] Completed AMR in 0.2s | 4.14 sym/s | Total: 19.8s | ETA: 7.0m
[2025-10-13T23:53:19.322361] [INFO ] [sig       ] [83/1810] Forecasting AMRC...
[2025-10-13T23:53:19.322392] [INFO ] [sig       ] Generating forecast for: AMRC
[2025-10-13T23:53:19.322425] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMRC' from 'https://tdm.silogroup.org/data/derivative_storage/AMRC.csv'.
[2025-10-13T23:53:19.331204] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMRC'.
[2025-10-13T23:53:19.331481] [INFO ] [FORECASTER] Starting predict_future for AMRC
[2025-10-13T23:53:19.356051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:19.356744] [DEBUG] [LOCAL     ] No optimal features file found for AMRC: ./output/feature-sets/AMRC.txt
[2025-10-13T23:53:19.356799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:19.356831] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:19.356858] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:19.356913] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:19.374070] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:19.374590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:19.374697] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:19.374765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:19.413338] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:19.413471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:19.413512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:19.413544] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:19.416939] [DEBUG] [FORECASTER] AMRC: Forecast T+1@11:T+2@11: UP (p=51.55%)
[2025-10-13T23:53:19.417210] [INFO ] [FORECASTER] Completed predict_future for AMRC
[2025-10-13T23:53:19.417344] [INFO ] [sig       ] AMRC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:19.565159] [INFO ] [LOCAL     ] Saved forecast: AMRC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMRC.txt
[2025-10-13T23:53:19.565413] [INFO ] [sig       ] [83/1810] Completed AMRC in 0.2s | 4.14 sym/s | Total: 20.1s | ETA: 7.0m
[2025-10-13T23:53:19.565475] [INFO ] [sig       ] [84/1810] Forecasting AMT...
[2025-10-13T23:53:19.565510] [INFO ] [sig       ] Generating forecast for: AMT
[2025-10-13T23:53:19.565543] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMT' from 'https://tdm.silogroup.org/data/derivative_storage/AMT.csv'.
[2025-10-13T23:53:19.575419] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMT'.
[2025-10-13T23:53:19.575732] [INFO ] [FORECASTER] Starting predict_future for AMT
[2025-10-13T23:53:19.602003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:19.602775] [DEBUG] [LOCAL     ] No optimal features file found for AMT: ./output/feature-sets/AMT.txt
[2025-10-13T23:53:19.602844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:19.602880] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:19.602909] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:19.602966] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:19.620286] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:19.620893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:19.620978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:19.621013] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:19.658003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:19.658088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:19.658124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:19.658155] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:19.663345] [DEBUG] [FORECASTER] AMT: Forecast T+1@11:T+2@11: DOWN (p=32.05%)
[2025-10-13T23:53:19.663606] [INFO ] [FORECASTER] Completed predict_future for AMT
[2025-10-13T23:53:19.663802] [INFO ] [sig       ] AMT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:19.806088] [INFO ] [LOCAL     ] Saved forecast: AMT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMT.txt
[2025-10-13T23:53:19.806321] [INFO ] [sig       ] [84/1810] Completed AMT in 0.2s | 4.14 sym/s | Total: 20.3s | ETA: 6.9m
[2025-10-13T23:53:19.806364] [INFO ] [sig       ] [85/1810] Forecasting AMTB...
[2025-10-13T23:53:19.806395] [INFO ] [sig       ] Generating forecast for: AMTB
[2025-10-13T23:53:19.806429] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMTB' from 'https://tdm.silogroup.org/data/derivative_storage/AMTB.csv'.
[2025-10-13T23:53:19.815602] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMTB'.
[2025-10-13T23:53:19.815964] [INFO ] [FORECASTER] Starting predict_future for AMTB
[2025-10-13T23:53:19.840888] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:19.841670] [DEBUG] [LOCAL     ] No optimal features file found for AMTB: ./output/feature-sets/AMTB.txt
[2025-10-13T23:53:19.841735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:19.841772] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:19.841801] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:19.841862] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:19.858885] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:19.859459] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:19.859543] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:19.859576] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:19.896292] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:19.896441] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:19.896482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:19.896513] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:19.900099] [DEBUG] [FORECASTER] AMTB: Forecast T+1@11:T+2@11: UP (p=59.84%)
[2025-10-13T23:53:19.900378] [INFO ] [FORECASTER] Completed predict_future for AMTB
[2025-10-13T23:53:19.900522] [INFO ] [sig       ] AMTB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:20.045404] [INFO ] [LOCAL     ] Saved forecast: AMTB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMTB.txt
[2025-10-13T23:53:20.045677] [INFO ] [sig       ] [85/1810] Completed AMTB in 0.2s | 4.14 sym/s | Total: 20.5s | ETA: 6.9m
[2025-10-13T23:53:20.045744] [INFO ] [sig       ] [86/1810] Forecasting AMTD...
[2025-10-13T23:53:20.045778] [INFO ] [sig       ] Generating forecast for: AMTD
[2025-10-13T23:53:20.045812] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMTD' from 'https://tdm.silogroup.org/data/derivative_storage/AMTD.csv'.
[2025-10-13T23:53:20.055072] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMTD'.
[2025-10-13T23:53:20.055488] [INFO ] [FORECASTER] Starting predict_future for AMTD
[2025-10-13T23:53:20.081278] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:20.082145] [DEBUG] [LOCAL     ] No optimal features file found for AMTD: ./output/feature-sets/AMTD.txt
[2025-10-13T23:53:20.082205] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:20.082243] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:20.082274] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:20.082333] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:20.100570] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:20.101422] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:20.101510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:20.101546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:20.137559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:20.137726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:20.137789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:20.137849] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:20.141239] [DEBUG] [FORECASTER] AMTD: Forecast T+1@11:T+2@11: DOWN (p=8.18%)
[2025-10-13T23:53:20.141514] [INFO ] [FORECASTER] Completed predict_future for AMTD
[2025-10-13T23:53:20.141676] [INFO ] [sig       ] AMTD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:20.288778] [INFO ] [LOCAL     ] Saved forecast: AMTD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMTD.txt
[2025-10-13T23:53:20.289045] [INFO ] [sig       ] [86/1810] Completed AMTD in 0.2s | 4.14 sym/s | Total: 20.8s | ETA: 6.9m
[2025-10-13T23:53:20.289103] [INFO ] [sig       ] [87/1810] Forecasting AMTM...
[2025-10-13T23:53:20.289138] [INFO ] [sig       ] Generating forecast for: AMTM
[2025-10-13T23:53:20.289170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMTM' from 'https://tdm.silogroup.org/data/derivative_storage/AMTM.csv'.
[2025-10-13T23:53:20.299501] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMTM'.
[2025-10-13T23:53:20.299927] [INFO ] [FORECASTER] Starting predict_future for AMTM
[2025-10-13T23:53:20.325957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:20.326744] [DEBUG] [LOCAL     ] No optimal features file found for AMTM: ./output/feature-sets/AMTM.txt
[2025-10-13T23:53:20.326816] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:20.326860] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:20.326893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:20.326951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:20.344366] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:20.345189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:20.345276] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:20.345312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:20.378275] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:20.378424] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:20.378469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:20.378498] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:20.382016] [DEBUG] [FORECASTER] AMTM: Forecast T+1@11:T+2@11: UP (p=97.48%)
[2025-10-13T23:53:20.382295] [INFO ] [FORECASTER] Completed predict_future for AMTM
[2025-10-13T23:53:20.382437] [INFO ] [sig       ] AMTM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:20.526697] [INFO ] [LOCAL     ] Saved forecast: AMTM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMTM.txt
[2025-10-13T23:53:20.526940] [INFO ] [sig       ] [87/1810] Completed AMTM in 0.2s | 4.14 sym/s | Total: 21.0s | ETA: 6.9m
[2025-10-13T23:53:20.527028] [INFO ] [sig       ] [88/1810] Forecasting AMWL...
[2025-10-13T23:53:20.527068] [INFO ] [sig       ] Generating forecast for: AMWL
[2025-10-13T23:53:20.527102] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMWL' from 'https://tdm.silogroup.org/data/derivative_storage/AMWL.csv'.
[2025-10-13T23:53:20.535869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMWL'.
[2025-10-13T23:53:20.536165] [INFO ] [FORECASTER] Starting predict_future for AMWL
[2025-10-13T23:53:20.561157] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:20.561945] [DEBUG] [LOCAL     ] No optimal features file found for AMWL: ./output/feature-sets/AMWL.txt
[2025-10-13T23:53:20.562004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:20.562038] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:20.562068] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:20.562143] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:20.580016] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:20.580685] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:20.580770] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:20.580805] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:20.614782] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:20.614934] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:20.614975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:20.615004] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:20.618392] [DEBUG] [FORECASTER] AMWL: Forecast T+1@11:T+2@11: DOWN (p=5.00%)
[2025-10-13T23:53:20.618688] [INFO ] [FORECASTER] Completed predict_future for AMWL
[2025-10-13T23:53:20.618838] [INFO ] [sig       ] AMWL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:20.761741] [INFO ] [LOCAL     ] Saved forecast: AMWL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AMWL.txt
[2025-10-13T23:53:20.761970] [INFO ] [sig       ] [88/1810] Completed AMWL in 0.2s | 4.14 sym/s | Total: 21.2s | ETA: 6.9m
[2025-10-13T23:53:20.762014] [INFO ] [sig       ] [89/1810] Forecasting AMX...
[2025-10-13T23:53:20.762045] [INFO ] [sig       ] Generating forecast for: AMX
[2025-10-13T23:53:20.762077] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AMX' from 'https://tdm.silogroup.org/data/derivative_storage/AMX.csv'.
[2025-10-13T23:53:20.773793] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AMX'.
[2025-10-13T23:53:20.774252] [INFO ] [FORECASTER] Starting predict_future for AMX
[2025-10-13T23:53:20.806980] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:20.807851] [DEBUG] [LOCAL     ] No optimal features file found for AMX: ./output/feature-sets/AMX.txt
[2025-10-13T23:53:20.807906] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:20.807941] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:20.807968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:20.808025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:20.825218] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:20.825919] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:20.826029] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:20.826087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:20.861288] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:20.861468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:20.861513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:20.861545] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:20.865233] [DEBUG] [FORECASTER] AMX: Forecast T+1@11:T+2@11: UP (p=89.56%)
[2025-10-13T23:53:20.865562] [INFO ] [FORECASTER] Completed predict_future for AMX
[2025-10-13T23:53:20.865736] [INFO ] [sig       ] AMX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:21.013156] [INFO ] [LOCAL     ] Saved forecast: AMX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AMX.txt
[2025-10-13T23:53:21.013373] [INFO ] [sig       ] [89/1810] Completed AMX in 0.3s | 4.14 sym/s | Total: 21.5s | ETA: 6.9m
[2025-10-13T23:53:21.013416] [INFO ] [sig       ] [90/1810] Forecasting ANF...
[2025-10-13T23:53:21.013447] [INFO ] [sig       ] Generating forecast for: ANF
[2025-10-13T23:53:21.013479] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANF' from 'https://tdm.silogroup.org/data/derivative_storage/ANF.csv'.
[2025-10-13T23:53:21.022700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANF'.
[2025-10-13T23:53:21.023060] [INFO ] [FORECASTER] Starting predict_future for ANF
[2025-10-13T23:53:21.047890] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:21.048586] [DEBUG] [LOCAL     ] No optimal features file found for ANF: ./output/feature-sets/ANF.txt
[2025-10-13T23:53:21.048662] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:21.048720] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:21.048753] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:21.048810] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:21.065833] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:21.066402] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:21.066482] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:21.066516] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:21.101925] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:21.102046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:21.102088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:21.102117] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:21.105437] [DEBUG] [FORECASTER] ANF: Forecast T+1@11:T+2@11: UP (p=67.12%)
[2025-10-13T23:53:21.105760] [INFO ] [FORECASTER] Completed predict_future for ANF
[2025-10-13T23:53:21.105900] [INFO ] [sig       ] ANF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:21.253465] [INFO ] [LOCAL     ] Saved forecast: ANF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ANF.txt
[2025-10-13T23:53:21.253702] [INFO ] [sig       ] [90/1810] Completed ANF in 0.2s | 4.14 sym/s | Total: 21.7s | ETA: 6.9m
[2025-10-13T23:53:21.253763] [INFO ] [sig       ] [91/1810] Forecasting ANRO...
[2025-10-13T23:53:21.253797] [INFO ] [sig       ] Generating forecast for: ANRO
[2025-10-13T23:53:21.253831] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANRO' from 'https://tdm.silogroup.org/data/derivative_storage/ANRO.csv'.
[2025-10-13T23:53:21.263474] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANRO'.
[2025-10-13T23:53:21.263821] [INFO ] [FORECASTER] Starting predict_future for ANRO
[2025-10-13T23:53:21.288350] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:21.289048] [DEBUG] [LOCAL     ] No optimal features file found for ANRO: ./output/feature-sets/ANRO.txt
[2025-10-13T23:53:21.289103] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:21.289136] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:21.289164] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:21.289220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:21.305937] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:21.306479] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:21.306564] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:21.306598] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:21.339431] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:21.339533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:21.339572] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:21.339600] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:21.342895] [DEBUG] [FORECASTER] ANRO: Forecast T+1@11:T+2@11: DOWN (p=3.30%)
[2025-10-13T23:53:21.343154] [INFO ] [FORECASTER] Completed predict_future for ANRO
[2025-10-13T23:53:21.343285] [INFO ] [sig       ] ANRO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:21.482842] [INFO ] [LOCAL     ] Saved forecast: ANRO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ANRO.txt
[2025-10-13T23:53:21.483057] [INFO ] [sig       ] [91/1810] Completed ANRO in 0.2s | 4.14 sym/s | Total: 22.0s | ETA: 6.9m
[2025-10-13T23:53:21.483108] [INFO ] [sig       ] [92/1810] Forecasting ANVS...
[2025-10-13T23:53:21.483141] [INFO ] [sig       ] Generating forecast for: ANVS
[2025-10-13T23:53:21.483174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ANVS' from 'https://tdm.silogroup.org/data/derivative_storage/ANVS.csv'.
[2025-10-13T23:53:21.491364] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ANVS'.
[2025-10-13T23:53:21.491665] [INFO ] [FORECASTER] Starting predict_future for ANVS
[2025-10-13T23:53:21.516138] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:21.516835] [DEBUG] [LOCAL     ] No optimal features file found for ANVS: ./output/feature-sets/ANVS.txt
[2025-10-13T23:53:21.516889] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:21.516922] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:21.516950] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:21.517006] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:21.533957] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:21.534478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:21.534558] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:21.534591] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:21.568860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:21.568934] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:21.568969] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:21.568997] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:21.571986] [DEBUG] [FORECASTER] ANVS: Forecast T+1@11:T+2@11: UP (p=65.16%)
[2025-10-13T23:53:21.572225] [INFO ] [FORECASTER] Completed predict_future for ANVS
[2025-10-13T23:53:21.572353] [INFO ] [sig       ] ANVS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:21.714786] [INFO ] [LOCAL     ] Saved forecast: ANVS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ANVS.txt
[2025-10-13T23:53:21.715090] [INFO ] [sig       ] [92/1810] Completed ANVS in 0.2s | 4.14 sym/s | Total: 22.2s | ETA: 6.9m
[2025-10-13T23:53:21.715144] [INFO ] [sig       ] [93/1810] Forecasting AOD...
[2025-10-13T23:53:21.715176] [INFO ] [sig       ] Generating forecast for: AOD
[2025-10-13T23:53:21.715209] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOD' from 'https://tdm.silogroup.org/data/derivative_storage/AOD.csv'.
[2025-10-13T23:53:21.726016] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOD'.
[2025-10-13T23:53:21.726398] [INFO ] [FORECASTER] Starting predict_future for AOD
[2025-10-13T23:53:21.753293] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:21.754055] [DEBUG] [LOCAL     ] No optimal features file found for AOD: ./output/feature-sets/AOD.txt
[2025-10-13T23:53:21.754112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:21.754149] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:21.754177] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:21.754234] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:21.774233] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:21.775225] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:21.775317] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:21.775353] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:21.821513] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:21.821751] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:21.821834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:21.821930] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:21.826154] [DEBUG] [FORECASTER] AOD: Forecast T+1@11:T+2@11: DOWN (p=35.25%)
[2025-10-13T23:53:21.826493] [INFO ] [FORECASTER] Completed predict_future for AOD
[2025-10-13T23:53:21.826662] [INFO ] [sig       ] AOD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:21.971211] [INFO ] [LOCAL     ] Saved forecast: AOD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AOD.txt
[2025-10-13T23:53:21.971427] [INFO ] [sig       ] [93/1810] Completed AOD in 0.3s | 4.14 sym/s | Total: 22.5s | ETA: 6.9m
[2025-10-13T23:53:21.971469] [INFO ] [sig       ] [94/1810] Forecasting AOMR...
[2025-10-13T23:53:21.971500] [INFO ] [sig       ] Generating forecast for: AOMR
[2025-10-13T23:53:21.971532] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AOMR' from 'https://tdm.silogroup.org/data/derivative_storage/AOMR.csv'.
[2025-10-13T23:53:21.980853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AOMR'.
[2025-10-13T23:53:21.981188] [INFO ] [FORECASTER] Starting predict_future for AOMR
[2025-10-13T23:53:22.005840] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:22.006563] [DEBUG] [LOCAL     ] No optimal features file found for AOMR: ./output/feature-sets/AOMR.txt
[2025-10-13T23:53:22.006624] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:22.006692] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:22.006735] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:22.006847] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:22.023896] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:22.024423] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:22.024502] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:22.024536] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:22.059113] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:22.059231] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:22.059268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:22.059297] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:22.062492] [DEBUG] [FORECASTER] AOMR: Forecast T+1@11:T+2@11: UP (p=89.06%)
[2025-10-13T23:53:22.062793] [INFO ] [FORECASTER] Completed predict_future for AOMR
[2025-10-13T23:53:22.062939] [INFO ] [sig       ] AOMR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:22.201247] [INFO ] [LOCAL     ] Saved forecast: AOMR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AOMR.txt
[2025-10-13T23:53:22.201504] [INFO ] [sig       ] [94/1810] Completed AOMR in 0.2s | 4.14 sym/s | Total: 22.7s | ETA: 6.9m
[2025-10-13T23:53:22.201548] [INFO ] [sig       ] [95/1810] Forecasting AON...
[2025-10-13T23:53:22.201581] [INFO ] [sig       ] Generating forecast for: AON
[2025-10-13T23:53:22.201614] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AON' from 'https://tdm.silogroup.org/data/derivative_storage/AON.csv'.
[2025-10-13T23:53:22.211314] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AON'.
[2025-10-13T23:53:22.211772] [INFO ] [FORECASTER] Starting predict_future for AON
[2025-10-13T23:53:22.237242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:22.238096] [DEBUG] [LOCAL     ] No optimal features file found for AON: ./output/feature-sets/AON.txt
[2025-10-13T23:53:22.238154] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:22.238189] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:22.238218] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:22.238274] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:22.256289] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:22.257091] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:22.257178] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:22.257212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:22.291372] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:22.291540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:22.291582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:22.291612] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:22.295010] [DEBUG] [FORECASTER] AON: Forecast T+1@11:T+2@11: DOWN (p=12.70%)
[2025-10-13T23:53:22.295277] [INFO ] [FORECASTER] Completed predict_future for AON
[2025-10-13T23:53:22.295415] [INFO ] [sig       ] AON: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:22.439065] [INFO ] [LOCAL     ] Saved forecast: AON	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AON.txt
[2025-10-13T23:53:22.439297] [INFO ] [sig       ] [95/1810] Completed AON in 0.2s | 4.14 sym/s | Total: 22.9s | ETA: 6.9m
[2025-10-13T23:53:22.439341] [INFO ] [sig       ] [96/1810] Forecasting APAM...
[2025-10-13T23:53:22.439372] [INFO ] [sig       ] Generating forecast for: APAM
[2025-10-13T23:53:22.439407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APAM' from 'https://tdm.silogroup.org/data/derivative_storage/APAM.csv'.
[2025-10-13T23:53:22.449391] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APAM'.
[2025-10-13T23:53:22.449913] [INFO ] [FORECASTER] Starting predict_future for APAM
[2025-10-13T23:53:22.481029] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:22.482261] [DEBUG] [LOCAL     ] No optimal features file found for APAM: ./output/feature-sets/APAM.txt
[2025-10-13T23:53:22.482335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:22.482375] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:22.482406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:22.482467] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:22.503421] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:22.504493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:22.504624] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:22.504718] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:22.545464] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:22.545682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:22.545747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:22.545781] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:22.550464] [DEBUG] [FORECASTER] APAM: Forecast T+1@11:T+2@11: UP (p=94.25%)
[2025-10-13T23:53:22.550936] [INFO ] [FORECASTER] Completed predict_future for APAM
[2025-10-13T23:53:22.551105] [INFO ] [sig       ] APAM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:22.716487] [INFO ] [LOCAL     ] Saved forecast: APAM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APAM.txt
[2025-10-13T23:53:22.716750] [INFO ] [sig       ] [96/1810] Completed APAM in 0.3s | 4.14 sym/s | Total: 23.2s | ETA: 6.9m
[2025-10-13T23:53:22.716811] [INFO ] [sig       ] [97/1810] Forecasting APD...
[2025-10-13T23:53:22.716845] [INFO ] [sig       ] Generating forecast for: APD
[2025-10-13T23:53:22.716880] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APD' from 'https://tdm.silogroup.org/data/derivative_storage/APD.csv'.
[2025-10-13T23:53:22.726790] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APD'.
[2025-10-13T23:53:22.727178] [INFO ] [FORECASTER] Starting predict_future for APD
[2025-10-13T23:53:22.752883] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:22.753733] [DEBUG] [LOCAL     ] No optimal features file found for APD: ./output/feature-sets/APD.txt
[2025-10-13T23:53:22.753793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:22.753828] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:22.753857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:22.753914] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:22.771256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:22.771863] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:22.771947] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:22.771983] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:22.817820] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:22.817982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:22.818061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:22.818094] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:22.824775] [DEBUG] [FORECASTER] APD: Forecast T+1@11:T+2@11: UP (p=62.64%)
[2025-10-13T23:53:22.825053] [INFO ] [FORECASTER] Completed predict_future for APD
[2025-10-13T23:53:22.825201] [INFO ] [sig       ] APD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:22.963833] [INFO ] [LOCAL     ] Saved forecast: APD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APD.txt
[2025-10-13T23:53:22.964077] [INFO ] [sig       ] [97/1810] Completed APD in 0.2s | 4.14 sym/s | Total: 23.5s | ETA: 6.9m
[2025-10-13T23:53:22.964121] [INFO ] [sig       ] [98/1810] Forecasting APG...
[2025-10-13T23:53:22.964152] [INFO ] [sig       ] Generating forecast for: APG
[2025-10-13T23:53:22.964185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APG' from 'https://tdm.silogroup.org/data/derivative_storage/APG.csv'.
[2025-10-13T23:53:22.974564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APG'.
[2025-10-13T23:53:22.975097] [INFO ] [FORECASTER] Starting predict_future for APG
[2025-10-13T23:53:23.003858] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:23.004956] [DEBUG] [LOCAL     ] No optimal features file found for APG: ./output/feature-sets/APG.txt
[2025-10-13T23:53:23.005024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:23.005074] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:23.005146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:23.005261] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:23.026220] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:23.027293] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:23.027387] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:23.027424] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:23.078994] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:23.079290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:23.079363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:23.079420] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:23.084397] [DEBUG] [FORECASTER] APG: Forecast T+1@11:T+2@11: UP (p=91.09%)
[2025-10-13T23:53:23.084769] [INFO ] [FORECASTER] Completed predict_future for APG
[2025-10-13T23:53:23.084915] [INFO ] [sig       ] APG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:23.251775] [INFO ] [LOCAL     ] Saved forecast: APG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APG.txt
[2025-10-13T23:53:23.252053] [INFO ] [sig       ] [98/1810] Completed APG in 0.3s | 4.13 sym/s | Total: 23.7s | ETA: 6.9m
[2025-10-13T23:53:23.252127] [INFO ] [sig       ] [99/1810] Forecasting APH...
[2025-10-13T23:53:23.252165] [INFO ] [sig       ] Generating forecast for: APH
[2025-10-13T23:53:23.252201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APH' from 'https://tdm.silogroup.org/data/derivative_storage/APH.csv'.
[2025-10-13T23:53:23.261588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APH'.
[2025-10-13T23:53:23.261924] [INFO ] [FORECASTER] Starting predict_future for APH
[2025-10-13T23:53:23.289962] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:23.290804] [DEBUG] [LOCAL     ] No optimal features file found for APH: ./output/feature-sets/APH.txt
[2025-10-13T23:53:23.290861] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:23.290896] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:23.290925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:23.290983] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:23.311042] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:23.311627] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:23.311736] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:23.311784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:23.354569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:23.354736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:23.354789] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:23.354841] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:23.358272] [DEBUG] [FORECASTER] APH: Forecast T+1@11:T+2@11: UP (p=76.97%)
[2025-10-13T23:53:23.358621] [INFO ] [FORECASTER] Completed predict_future for APH
[2025-10-13T23:53:23.358802] [INFO ] [sig       ] APH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:23.516311] [INFO ] [LOCAL     ] Saved forecast: APH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APH.txt
[2025-10-13T23:53:23.516527] [INFO ] [sig       ] [99/1810] Completed APH in 0.3s | 4.12 sym/s | Total: 24.0s | ETA: 6.9m
[2025-10-13T23:53:23.516569] [INFO ] [sig       ] [100/1810] Forecasting APO...
[2025-10-13T23:53:23.516600] [INFO ] [sig       ] Generating forecast for: APO
[2025-10-13T23:53:23.516633] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APO' from 'https://tdm.silogroup.org/data/derivative_storage/APO.csv'.
[2025-10-13T23:53:23.527727] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APO'.
[2025-10-13T23:53:23.528364] [INFO ] [FORECASTER] Starting predict_future for APO
[2025-10-13T23:53:23.556299] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:23.557187] [DEBUG] [LOCAL     ] No optimal features file found for APO: ./output/feature-sets/APO.txt
[2025-10-13T23:53:23.557247] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:23.557285] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:23.557316] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:23.557377] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:23.576094] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:23.576809] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:23.576905] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:23.576942] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:23.622803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:23.623051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:23.623099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:23.623162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:23.627295] [DEBUG] [FORECASTER] APO: Forecast T+1@11:T+2@11: UP (p=64.73%)
[2025-10-13T23:53:23.627694] [INFO ] [FORECASTER] Completed predict_future for APO
[2025-10-13T23:53:23.627906] [INFO ] [sig       ] APO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:23.780854] [INFO ] [LOCAL     ] Saved forecast: APO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APO.txt
[2025-10-13T23:53:23.781312] [INFO ] [sig       ] [100/1810] Completed APO in 0.3s | 4.12 sym/s | Total: 24.3s | ETA: 6.9m
[2025-10-13T23:53:23.781366] [INFO ] [sig       ] [101/1810] Forecasting APTV...
[2025-10-13T23:53:23.781402] [INFO ] [sig       ] Generating forecast for: APTV
[2025-10-13T23:53:23.781439] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'APTV' from 'https://tdm.silogroup.org/data/derivative_storage/APTV.csv'.
[2025-10-13T23:53:23.791513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'APTV'.
[2025-10-13T23:53:23.791953] [INFO ] [FORECASTER] Starting predict_future for APTV
[2025-10-13T23:53:23.818822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:23.819607] [DEBUG] [LOCAL     ] No optimal features file found for APTV: ./output/feature-sets/APTV.txt
[2025-10-13T23:53:23.819691] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:23.819746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:23.819778] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:23.819839] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:23.839812] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:23.840810] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:23.840914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:23.840950] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:23.884231] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:23.884423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:23.884468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:23.884499] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:23.888605] [DEBUG] [FORECASTER] APTV: Forecast T+1@11:T+2@11: UP (p=94.97%)
[2025-10-13T23:53:23.889004] [INFO ] [FORECASTER] Completed predict_future for APTV
[2025-10-13T23:53:23.889164] [INFO ] [sig       ] APTV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:24.035345] [INFO ] [LOCAL     ] Saved forecast: APTV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/APTV.txt
[2025-10-13T23:53:24.035729] [INFO ] [sig       ] [101/1810] Completed APTV in 0.3s | 4.12 sym/s | Total: 24.5s | ETA: 6.9m
[2025-10-13T23:53:24.035798] [INFO ] [sig       ] [102/1810] Forecasting AQN...
[2025-10-13T23:53:24.035836] [INFO ] [sig       ] Generating forecast for: AQN
[2025-10-13T23:53:24.035874] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AQN' from 'https://tdm.silogroup.org/data/derivative_storage/AQN.csv'.
[2025-10-13T23:53:24.046130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AQN'.
[2025-10-13T23:53:24.046548] [INFO ] [FORECASTER] Starting predict_future for AQN
[2025-10-13T23:53:24.073359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:24.074221] [DEBUG] [LOCAL     ] No optimal features file found for AQN: ./output/feature-sets/AQN.txt
[2025-10-13T23:53:24.074284] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:24.074324] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:24.074355] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:24.074417] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:24.093081] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:24.093805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:24.093903] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:24.093940] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:24.139070] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:24.139295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:24.139366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:24.139423] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:24.144073] [DEBUG] [FORECASTER] AQN: Forecast T+1@11:T+2@11: DOWN (p=5.29%)
[2025-10-13T23:53:24.144419] [INFO ] [FORECASTER] Completed predict_future for AQN
[2025-10-13T23:53:24.144601] [INFO ] [sig       ] AQN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:24.298276] [INFO ] [LOCAL     ] Saved forecast: AQN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AQN.txt
[2025-10-13T23:53:24.298719] [INFO ] [sig       ] [102/1810] Completed AQN in 0.3s | 4.12 sym/s | Total: 24.8s | ETA: 6.9m
[2025-10-13T23:53:24.298787] [INFO ] [sig       ] [103/1810] Forecasting AQNB...
[2025-10-13T23:53:24.298822] [INFO ] [sig       ] Generating forecast for: AQNB
[2025-10-13T23:53:24.298880] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AQNB' from 'https://tdm.silogroup.org/data/derivative_storage/AQNB.csv'.
[2025-10-13T23:53:24.310247] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'AQNB'.
[2025-10-13T23:53:24.310732] [INFO ] [FORECASTER] Starting predict_future for AQNB
[2025-10-13T23:53:24.337212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:24.338092] [DEBUG] [LOCAL     ] No optimal features file found for AQNB: ./output/feature-sets/AQNB.txt
[2025-10-13T23:53:24.338149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:24.338185] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:24.338214] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:24.338273] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:24.356587] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:24.357309] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:24.357405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:24.357441] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:24.398323] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:24.398553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:24.398599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:24.398630] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:24.402508] [DEBUG] [FORECASTER] AQNB: Forecast T+1@11:T+2@11: DOWN (p=7.98%)
[2025-10-13T23:53:24.402855] [INFO ] [FORECASTER] Completed predict_future for AQNB
[2025-10-13T23:53:24.403011] [INFO ] [sig       ] AQNB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:24.545361] [INFO ] [LOCAL     ] Saved forecast: AQNB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AQNB.txt
[2025-10-13T23:53:24.545775] [INFO ] [sig       ] [103/1810] Completed AQNB in 0.2s | 4.11 sym/s | Total: 25.0s | ETA: 6.9m
[2025-10-13T23:53:24.545840] [INFO ] [sig       ] [104/1810] Forecasting AR...
[2025-10-13T23:53:24.545876] [INFO ] [sig       ] Generating forecast for: AR
[2025-10-13T23:53:24.545910] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AR' from 'https://tdm.silogroup.org/data/derivative_storage/AR.csv'.
[2025-10-13T23:53:24.555982] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AR'.
[2025-10-13T23:53:24.556704] [INFO ] [FORECASTER] Starting predict_future for AR
[2025-10-13T23:53:24.584346] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:24.585393] [DEBUG] [LOCAL     ] No optimal features file found for AR: ./output/feature-sets/AR.txt
[2025-10-13T23:53:24.585452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:24.585489] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:24.585534] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:24.585629] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:24.604350] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:24.605079] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:24.605173] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:24.605209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:24.642187] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:24.642314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:24.642355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:24.642385] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:24.645749] [DEBUG] [FORECASTER] AR: Forecast T+1@11:T+2@11: UP (p=81.19%)
[2025-10-13T23:53:24.646033] [INFO ] [FORECASTER] Completed predict_future for AR
[2025-10-13T23:53:24.646184] [INFO ] [sig       ] AR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:24.785210] [INFO ] [LOCAL     ] Saved forecast: AR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AR.txt
[2025-10-13T23:53:24.785488] [INFO ] [sig       ] [104/1810] Completed AR in 0.2s | 4.12 sym/s | Total: 25.3s | ETA: 6.9m
[2025-10-13T23:53:24.785531] [INFO ] [sig       ] [105/1810] Forecasting ARDT...
[2025-10-13T23:53:24.785561] [INFO ] [sig       ] Generating forecast for: ARDT
[2025-10-13T23:53:24.785594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARDT' from 'https://tdm.silogroup.org/data/derivative_storage/ARDT.csv'.
[2025-10-13T23:53:24.794680] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARDT'.
[2025-10-13T23:53:24.795029] [INFO ] [FORECASTER] Starting predict_future for ARDT
[2025-10-13T23:53:24.820002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:24.820710] [DEBUG] [LOCAL     ] No optimal features file found for ARDT: ./output/feature-sets/ARDT.txt
[2025-10-13T23:53:24.820767] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:24.820801] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:24.820831] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:24.820890] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:24.838128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:24.838694] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:24.838781] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:24.838815] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:24.876011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:24.876205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:24.876249] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:24.876279] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:24.879857] [DEBUG] [FORECASTER] ARDT: Forecast T+1@11:T+2@11: DOWN (p=0.90%)
[2025-10-13T23:53:24.880126] [INFO ] [FORECASTER] Completed predict_future for ARDT
[2025-10-13T23:53:24.880265] [INFO ] [sig       ] ARDT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:25.020278] [INFO ] [LOCAL     ] Saved forecast: ARDT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ARDT.txt
[2025-10-13T23:53:25.020544] [INFO ] [sig       ] [105/1810] Completed ARDT in 0.2s | 4.12 sym/s | Total: 25.5s | ETA: 6.9m
[2025-10-13T23:53:25.020597] [INFO ] [sig       ] [106/1810] Forecasting ARE...
[2025-10-13T23:53:25.020629] [INFO ] [sig       ] Generating forecast for: ARE
[2025-10-13T23:53:25.020709] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARE' from 'https://tdm.silogroup.org/data/derivative_storage/ARE.csv'.
[2025-10-13T23:53:25.029933] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARE'.
[2025-10-13T23:53:25.030331] [INFO ] [FORECASTER] Starting predict_future for ARE
[2025-10-13T23:53:25.055673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:25.056470] [DEBUG] [LOCAL     ] No optimal features file found for ARE: ./output/feature-sets/ARE.txt
[2025-10-13T23:53:25.056525] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:25.056559] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:25.056588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:25.056702] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:25.073601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:25.074174] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:25.074255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:25.074289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:25.115184] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:25.115336] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:25.115378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:25.115408] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:25.119231] [DEBUG] [FORECASTER] ARE: Forecast T+1@11:T+2@11: UP (p=83.23%)
[2025-10-13T23:53:25.119514] [INFO ] [FORECASTER] Completed predict_future for ARE
[2025-10-13T23:53:25.119674] [INFO ] [sig       ] ARE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:25.259661] [INFO ] [LOCAL     ] Saved forecast: ARE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARE.txt
[2025-10-13T23:53:25.259926] [INFO ] [sig       ] [106/1810] Completed ARE in 0.2s | 4.12 sym/s | Total: 25.7s | ETA: 6.9m
[2025-10-13T23:53:25.259970] [INFO ] [sig       ] [107/1810] Forecasting ARES...
[2025-10-13T23:53:25.260001] [INFO ] [sig       ] Generating forecast for: ARES
[2025-10-13T23:53:25.260033] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARES' from 'https://tdm.silogroup.org/data/derivative_storage/ARES.csv'.
[2025-10-13T23:53:25.269734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARES'.
[2025-10-13T23:53:25.270020] [INFO ] [FORECASTER] Starting predict_future for ARES
[2025-10-13T23:53:25.294718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:25.295397] [DEBUG] [LOCAL     ] No optimal features file found for ARES: ./output/feature-sets/ARES.txt
[2025-10-13T23:53:25.295453] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:25.295486] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:25.295564] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:25.295630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:25.312807] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:25.313429] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:25.313512] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:25.313547] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:25.349659] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:25.349756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:25.349794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:25.349827] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:25.352919] [DEBUG] [FORECASTER] ARES: Forecast T+1@11:T+2@11: UP (p=89.44%)
[2025-10-13T23:53:25.353171] [INFO ] [FORECASTER] Completed predict_future for ARES
[2025-10-13T23:53:25.353302] [INFO ] [sig       ] ARES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:25.491303] [INFO ] [LOCAL     ] Saved forecast: ARES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARES.txt
[2025-10-13T23:53:25.491547] [INFO ] [sig       ] [107/1810] Completed ARES in 0.2s | 4.12 sym/s | Total: 26.0s | ETA: 6.9m
[2025-10-13T23:53:25.491589] [INFO ] [sig       ] [108/1810] Forecasting ARI...
[2025-10-13T23:53:25.491620] [INFO ] [sig       ] Generating forecast for: ARI
[2025-10-13T23:53:25.491682] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARI' from 'https://tdm.silogroup.org/data/derivative_storage/ARI.csv'.
[2025-10-13T23:53:25.500534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARI'.
[2025-10-13T23:53:25.500864] [INFO ] [FORECASTER] Starting predict_future for ARI
[2025-10-13T23:53:25.525468] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:25.526234] [DEBUG] [LOCAL     ] No optimal features file found for ARI: ./output/feature-sets/ARI.txt
[2025-10-13T23:53:25.526289] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:25.526324] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:25.526352] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:25.526408] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:25.543568] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:25.544204] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:25.544285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:25.544319] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:25.582141] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:25.582242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:25.582280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:25.582309] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:25.585492] [DEBUG] [FORECASTER] ARI: Forecast T+1@11:T+2@11: UP (p=81.19%)
[2025-10-13T23:53:25.585801] [INFO ] [FORECASTER] Completed predict_future for ARI
[2025-10-13T23:53:25.585945] [INFO ] [sig       ] ARI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:25.726036] [INFO ] [LOCAL     ] Saved forecast: ARI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARI.txt
[2025-10-13T23:53:25.726256] [INFO ] [sig       ] [108/1810] Completed ARI in 0.2s | 4.12 sym/s | Total: 26.2s | ETA: 6.9m
[2025-10-13T23:53:25.726299] [INFO ] [sig       ] [109/1810] Forecasting ARIS...
[2025-10-13T23:53:25.726330] [INFO ] [sig       ] Generating forecast for: ARIS
[2025-10-13T23:53:25.726362] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARIS' from 'https://tdm.silogroup.org/data/derivative_storage/ARIS.csv'.
[2025-10-13T23:53:25.735857] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARIS'.
[2025-10-13T23:53:25.736240] [INFO ] [FORECASTER] Starting predict_future for ARIS
[2025-10-13T23:53:25.762052] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:25.762856] [DEBUG] [LOCAL     ] No optimal features file found for ARIS: ./output/feature-sets/ARIS.txt
[2025-10-13T23:53:25.762915] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:25.762951] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:25.762981] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:25.763039] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:25.780684] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:25.781287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:25.781369] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:25.781404] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:25.820884] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:25.821019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:25.821059] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:25.821091] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:25.824460] [DEBUG] [FORECASTER] ARIS: Forecast T+1@11:T+2@11: UP (p=98.74%)
[2025-10-13T23:53:25.824856] [INFO ] [FORECASTER] Completed predict_future for ARIS
[2025-10-13T23:53:25.825001] [INFO ] [sig       ] ARIS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:25.972543] [INFO ] [LOCAL     ] Saved forecast: ARIS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARIS.txt
[2025-10-13T23:53:25.972777] [INFO ] [sig       ] [109/1810] Completed ARIS in 0.2s | 4.12 sym/s | Total: 26.5s | ETA: 6.9m
[2025-10-13T23:53:25.972839] [INFO ] [sig       ] [110/1810] Forecasting ARLO...
[2025-10-13T23:53:25.972874] [INFO ] [sig       ] Generating forecast for: ARLO
[2025-10-13T23:53:25.972907] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARLO' from 'https://tdm.silogroup.org/data/derivative_storage/ARLO.csv'.
[2025-10-13T23:53:25.982671] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARLO'.
[2025-10-13T23:53:25.983030] [INFO ] [FORECASTER] Starting predict_future for ARLO
[2025-10-13T23:53:26.009045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:26.009956] [DEBUG] [LOCAL     ] No optimal features file found for ARLO: ./output/feature-sets/ARLO.txt
[2025-10-13T23:53:26.010018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:26.010054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:26.010082] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:26.010140] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:26.028791] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:26.029528] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:26.029615] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:26.029678] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:26.065385] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:26.065538] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:26.065580] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:26.065609] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:26.071472] [DEBUG] [FORECASTER] ARLO: Forecast T+1@11:T+2@11: UP (p=74.57%)
[2025-10-13T23:53:26.071791] [INFO ] [FORECASTER] Completed predict_future for ARLO
[2025-10-13T23:53:26.071935] [INFO ] [sig       ] ARLO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:26.211797] [INFO ] [LOCAL     ] Saved forecast: ARLO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARLO.txt
[2025-10-13T23:53:26.212187] [INFO ] [sig       ] [110/1810] Completed ARLO in 0.2s | 4.12 sym/s | Total: 26.7s | ETA: 6.9m
[2025-10-13T23:53:26.212232] [INFO ] [sig       ] [111/1810] Forecasting ARMK...
[2025-10-13T23:53:26.212263] [INFO ] [sig       ] Generating forecast for: ARMK
[2025-10-13T23:53:26.212296] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARMK' from 'https://tdm.silogroup.org/data/derivative_storage/ARMK.csv'.
[2025-10-13T23:53:26.221164] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARMK'.
[2025-10-13T23:53:26.221483] [INFO ] [FORECASTER] Starting predict_future for ARMK
[2025-10-13T23:53:26.247815] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:26.248618] [DEBUG] [LOCAL     ] No optimal features file found for ARMK: ./output/feature-sets/ARMK.txt
[2025-10-13T23:53:26.248700] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:26.248746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:26.248776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:26.248833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:26.266756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:26.267320] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:26.267402] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:26.267436] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:26.303991] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:26.304088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:26.304125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:26.304155] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:26.307264] [DEBUG] [FORECASTER] ARMK: Forecast T+1@11:T+2@11: UP (p=73.25%)
[2025-10-13T23:53:26.307571] [INFO ] [FORECASTER] Completed predict_future for ARMK
[2025-10-13T23:53:26.307745] [INFO ] [sig       ] ARMK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:26.464638] [INFO ] [LOCAL     ] Saved forecast: ARMK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARMK.txt
[2025-10-13T23:53:26.464962] [INFO ] [sig       ] [111/1810] Completed ARMK in 0.3s | 4.12 sym/s | Total: 27.0s | ETA: 6.9m
[2025-10-13T23:53:26.465010] [INFO ] [sig       ] [112/1810] Forecasting AROC...
[2025-10-13T23:53:26.465041] [INFO ] [sig       ] Generating forecast for: AROC
[2025-10-13T23:53:26.465074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AROC' from 'https://tdm.silogroup.org/data/derivative_storage/AROC.csv'.
[2025-10-13T23:53:26.474782] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AROC'.
[2025-10-13T23:53:26.475099] [INFO ] [FORECASTER] Starting predict_future for AROC
[2025-10-13T23:53:26.501845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:26.502686] [DEBUG] [LOCAL     ] No optimal features file found for AROC: ./output/feature-sets/AROC.txt
[2025-10-13T23:53:26.502746] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:26.502784] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:26.502813] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:26.502870] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:26.521035] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:26.521942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:26.522033] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:26.522069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:26.557265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:26.557440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:26.557484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:26.557543] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:26.561289] [DEBUG] [FORECASTER] AROC: Forecast T+1@11:T+2@11: UP (p=95.52%)
[2025-10-13T23:53:26.561583] [INFO ] [FORECASTER] Completed predict_future for AROC
[2025-10-13T23:53:26.561770] [INFO ] [sig       ] AROC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:26.710467] [INFO ] [LOCAL     ] Saved forecast: AROC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AROC.txt
[2025-10-13T23:53:26.710838] [INFO ] [sig       ] [112/1810] Completed AROC in 0.2s | 4.12 sym/s | Total: 27.2s | ETA: 6.9m
[2025-10-13T23:53:26.710906] [INFO ] [sig       ] [113/1810] Forecasting ARR...
[2025-10-13T23:53:26.710942] [INFO ] [sig       ] Generating forecast for: ARR
[2025-10-13T23:53:26.710976] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARR' from 'https://tdm.silogroup.org/data/derivative_storage/ARR.csv'.
[2025-10-13T23:53:26.721430] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARR'.
[2025-10-13T23:53:26.721779] [INFO ] [FORECASTER] Starting predict_future for ARR
[2025-10-13T23:53:26.746912] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:26.747621] [DEBUG] [LOCAL     ] No optimal features file found for ARR: ./output/feature-sets/ARR.txt
[2025-10-13T23:53:26.747701] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:26.747746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:26.747776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:26.747833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:26.764731] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:26.765315] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:26.765400] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:26.765434] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:26.803962] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:26.804123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:26.804165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:26.804196] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:26.807632] [DEBUG] [FORECASTER] ARR: Forecast T+1@11:T+2@11: UP (p=59.28%)
[2025-10-13T23:53:26.807961] [INFO ] [FORECASTER] Completed predict_future for ARR
[2025-10-13T23:53:26.808141] [INFO ] [sig       ] ARR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:26.964262] [INFO ] [LOCAL     ] Saved forecast: ARR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARR.txt
[2025-10-13T23:53:26.964514] [INFO ] [sig       ] [113/1810] Completed ARR in 0.3s | 4.12 sym/s | Total: 27.5s | ETA: 6.9m
[2025-10-13T23:53:26.964559] [INFO ] [sig       ] [114/1810] Forecasting ARW...
[2025-10-13T23:53:26.964590] [INFO ] [sig       ] Generating forecast for: ARW
[2025-10-13T23:53:26.964624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ARW' from 'https://tdm.silogroup.org/data/derivative_storage/ARW.csv'.
[2025-10-13T23:53:26.974212] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ARW'.
[2025-10-13T23:53:26.974505] [INFO ] [FORECASTER] Starting predict_future for ARW
[2025-10-13T23:53:26.999490] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:27.000224] [DEBUG] [LOCAL     ] No optimal features file found for ARW: ./output/feature-sets/ARW.txt
[2025-10-13T23:53:27.000279] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:27.000314] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:27.000343] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:27.000401] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:27.017478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:27.018062] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:27.018142] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:27.018176] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:27.054380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:27.054532] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:27.054573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:27.054604] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:27.058099] [DEBUG] [FORECASTER] ARW: Forecast T+1@11:T+2@11: UP (p=82.68%)
[2025-10-13T23:53:27.058378] [INFO ] [FORECASTER] Completed predict_future for ARW
[2025-10-13T23:53:27.058515] [INFO ] [sig       ] ARW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:27.197926] [INFO ] [LOCAL     ] Saved forecast: ARW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ARW.txt
[2025-10-13T23:53:27.198140] [INFO ] [sig       ] [114/1810] Completed ARW in 0.2s | 4.12 sym/s | Total: 27.7s | ETA: 6.9m
[2025-10-13T23:53:27.198183] [INFO ] [sig       ] [115/1810] Forecasting AS...
[2025-10-13T23:53:27.198215] [INFO ] [sig       ] Generating forecast for: AS
[2025-10-13T23:53:27.198248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AS' from 'https://tdm.silogroup.org/data/derivative_storage/AS.csv'.
[2025-10-13T23:53:27.208017] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AS'.
[2025-10-13T23:53:27.208384] [INFO ] [FORECASTER] Starting predict_future for AS
[2025-10-13T23:53:27.234723] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:27.235447] [DEBUG] [LOCAL     ] No optimal features file found for AS: ./output/feature-sets/AS.txt
[2025-10-13T23:53:27.235505] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:27.235540] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:27.235570] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:27.235630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:27.253464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:27.254084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:27.254171] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:27.254207] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:27.292483] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:27.292586] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:27.292625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:27.292690] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:27.295857] [DEBUG] [FORECASTER] AS: Forecast T+1@11:T+2@11: UP (p=71.30%)
[2025-10-13T23:53:27.296116] [INFO ] [FORECASTER] Completed predict_future for AS
[2025-10-13T23:53:27.296250] [INFO ] [sig       ] AS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:27.435735] [INFO ] [LOCAL     ] Saved forecast: AS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AS.txt
[2025-10-13T23:53:27.435958] [INFO ] [sig       ] [115/1810] Completed AS in 0.2s | 4.12 sym/s | Total: 27.9s | ETA: 6.9m
[2025-10-13T23:53:27.436001] [INFO ] [sig       ] [116/1810] Forecasting ASA...
[2025-10-13T23:53:27.436032] [INFO ] [sig       ] Generating forecast for: ASA
[2025-10-13T23:53:27.436064] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASA' from 'https://tdm.silogroup.org/data/derivative_storage/ASA.csv'.
[2025-10-13T23:53:27.444636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASA'.
[2025-10-13T23:53:27.444937] [INFO ] [FORECASTER] Starting predict_future for ASA
[2025-10-13T23:53:27.469631] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:27.470334] [DEBUG] [LOCAL     ] No optimal features file found for ASA: ./output/feature-sets/ASA.txt
[2025-10-13T23:53:27.470389] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:27.470423] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:27.470450] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:27.470506] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:27.487631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:27.488231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:27.488315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:27.488348] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:27.523755] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:27.523847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:27.523882] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:27.523912] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:27.526926] [DEBUG] [FORECASTER] ASA: Forecast T+1@11:T+2@11: UP (p=66.55%)
[2025-10-13T23:53:27.527177] [INFO ] [FORECASTER] Completed predict_future for ASA
[2025-10-13T23:53:27.527305] [INFO ] [sig       ] ASA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:27.669060] [INFO ] [LOCAL     ] Saved forecast: ASA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASA.txt
[2025-10-13T23:53:27.669280] [INFO ] [sig       ] [116/1810] Completed ASA in 0.2s | 4.12 sym/s | Total: 28.2s | ETA: 6.9m
[2025-10-13T23:53:27.669323] [INFO ] [sig       ] [117/1810] Forecasting ASAN...
[2025-10-13T23:53:27.669354] [INFO ] [sig       ] Generating forecast for: ASAN
[2025-10-13T23:53:27.669387] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASAN' from 'https://tdm.silogroup.org/data/derivative_storage/ASAN.csv'.
[2025-10-13T23:53:27.679227] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASAN'.
[2025-10-13T23:53:27.679609] [INFO ] [FORECASTER] Starting predict_future for ASAN
[2025-10-13T23:53:27.705473] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:27.706364] [DEBUG] [LOCAL     ] No optimal features file found for ASAN: ./output/feature-sets/ASAN.txt
[2025-10-13T23:53:27.706445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:27.706525] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:27.706600] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:27.706755] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:27.725349] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:27.726161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:27.726277] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:27.726348] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:27.762124] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:27.762228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:27.762266] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:27.762296] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:27.765560] [DEBUG] [FORECASTER] ASAN: Forecast T+1@11:T+2@11: UP (p=94.98%)
[2025-10-13T23:53:27.765943] [INFO ] [FORECASTER] Completed predict_future for ASAN
[2025-10-13T23:53:27.766131] [INFO ] [sig       ] ASAN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:27.912892] [INFO ] [LOCAL     ] Saved forecast: ASAN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASAN.txt
[2025-10-13T23:53:27.913108] [INFO ] [sig       ] [117/1810] Completed ASAN in 0.2s | 4.12 sym/s | Total: 28.4s | ETA: 6.8m
[2025-10-13T23:53:27.913151] [INFO ] [sig       ] [118/1810] Forecasting ASB...
[2025-10-13T23:53:27.913182] [INFO ] [sig       ] Generating forecast for: ASB
[2025-10-13T23:53:27.913215] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASB' from 'https://tdm.silogroup.org/data/derivative_storage/ASB.csv'.
[2025-10-13T23:53:27.922630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASB'.
[2025-10-13T23:53:27.923054] [INFO ] [FORECASTER] Starting predict_future for ASB
[2025-10-13T23:53:27.948102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:27.948839] [DEBUG] [LOCAL     ] No optimal features file found for ASB: ./output/feature-sets/ASB.txt
[2025-10-13T23:53:27.948894] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:27.948929] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:27.948957] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:27.949013] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:27.966092] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:27.966728] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:27.966817] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:27.966851] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:28.002442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:28.002638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:28.002730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:28.002765] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:28.006352] [DEBUG] [FORECASTER] ASB: Forecast T+1@11:T+2@11: UP (p=66.75%)
[2025-10-13T23:53:28.006633] [INFO ] [FORECASTER] Completed predict_future for ASB
[2025-10-13T23:53:28.006812] [INFO ] [sig       ] ASB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:28.149001] [INFO ] [LOCAL     ] Saved forecast: ASB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASB.txt
[2025-10-13T23:53:28.149268] [INFO ] [sig       ] [118/1810] Completed ASB in 0.2s | 4.12 sym/s | Total: 28.6s | ETA: 6.8m
[2025-10-13T23:53:28.149314] [INFO ] [sig       ] [119/1810] Forecasting ASBA...
[2025-10-13T23:53:28.149345] [INFO ] [sig       ] Generating forecast for: ASBA
[2025-10-13T23:53:28.149378] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASBA' from 'https://tdm.silogroup.org/data/derivative_storage/ASBA.csv'.
[2025-10-13T23:53:28.158555] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASBA'.
[2025-10-13T23:53:28.158920] [INFO ] [FORECASTER] Starting predict_future for ASBA
[2025-10-13T23:53:28.184296] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:28.185041] [DEBUG] [LOCAL     ] No optimal features file found for ASBA: ./output/feature-sets/ASBA.txt
[2025-10-13T23:53:28.185099] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:28.185134] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:28.185163] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:28.185221] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:28.202273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:28.202847] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:28.202933] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:28.202967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:28.236049] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:28.236143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:28.236180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:28.236210] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:28.239424] [DEBUG] [FORECASTER] ASBA: Forecast T+1@11:T+2@11: UP (p=90.84%)
[2025-10-13T23:53:28.239713] [INFO ] [FORECASTER] Completed predict_future for ASBA
[2025-10-13T23:53:28.239859] [INFO ] [sig       ] ASBA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:28.383459] [INFO ] [LOCAL     ] Saved forecast: ASBA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASBA.txt
[2025-10-13T23:53:28.383717] [INFO ] [sig       ] [119/1810] Completed ASBA in 0.2s | 4.12 sym/s | Total: 28.9s | ETA: 6.8m
[2025-10-13T23:53:28.383780] [INFO ] [sig       ] [120/1810] Forecasting ASC...
[2025-10-13T23:53:28.383826] [INFO ] [sig       ] Generating forecast for: ASC
[2025-10-13T23:53:28.383862] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASC' from 'https://tdm.silogroup.org/data/derivative_storage/ASC.csv'.
[2025-10-13T23:53:28.393044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASC'.
[2025-10-13T23:53:28.393392] [INFO ] [FORECASTER] Starting predict_future for ASC
[2025-10-13T23:53:28.418211] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:28.418940] [DEBUG] [LOCAL     ] No optimal features file found for ASC: ./output/feature-sets/ASC.txt
[2025-10-13T23:53:28.419000] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:28.419083] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:28.419121] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:28.419211] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:28.438369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:28.438982] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:28.439065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:28.439100] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:28.477938] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:28.478027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:28.478096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:28.478143] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:28.481359] [DEBUG] [FORECASTER] ASC: Forecast T+1@11:T+2@11: UP (p=99.33%)
[2025-10-13T23:53:28.481619] [INFO ] [FORECASTER] Completed predict_future for ASC
[2025-10-13T23:53:28.481785] [INFO ] [sig       ] ASC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:28.622832] [INFO ] [LOCAL     ] Saved forecast: ASC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASC.txt
[2025-10-13T23:53:28.623049] [INFO ] [sig       ] [120/1810] Completed ASC in 0.2s | 4.12 sym/s | Total: 29.1s | ETA: 6.8m
[2025-10-13T23:53:28.623093] [INFO ] [sig       ] [121/1810] Forecasting ASG...
[2025-10-13T23:53:28.623125] [INFO ] [sig       ] Generating forecast for: ASG
[2025-10-13T23:53:28.623158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASG' from 'https://tdm.silogroup.org/data/derivative_storage/ASG.csv'.
[2025-10-13T23:53:28.632726] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASG'.
[2025-10-13T23:53:28.633151] [INFO ] [FORECASTER] Starting predict_future for ASG
[2025-10-13T23:53:28.657881] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:28.658539] [DEBUG] [LOCAL     ] No optimal features file found for ASG: ./output/feature-sets/ASG.txt
[2025-10-13T23:53:28.658594] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:28.658628] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:28.658693] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:28.658765] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:28.675868] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:28.676614] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:28.676730] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:28.676774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:28.712359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:28.712439] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:28.712476] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:28.712504] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:28.715512] [DEBUG] [FORECASTER] ASG: Forecast T+1@11:T+2@11: UP (p=97.10%)
[2025-10-13T23:53:28.715822] [INFO ] [FORECASTER] Completed predict_future for ASG
[2025-10-13T23:53:28.715960] [INFO ] [sig       ] ASG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:28.854189] [INFO ] [LOCAL     ] Saved forecast: ASG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASG.txt
[2025-10-13T23:53:28.854433] [INFO ] [sig       ] [121/1810] Completed ASG in 0.2s | 4.12 sym/s | Total: 29.3s | ETA: 6.8m
[2025-10-13T23:53:28.854476] [INFO ] [sig       ] [122/1810] Forecasting ASGI...
[2025-10-13T23:53:28.854507] [INFO ] [sig       ] Generating forecast for: ASGI
[2025-10-13T23:53:28.854539] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASGI' from 'https://tdm.silogroup.org/data/derivative_storage/ASGI.csv'.
[2025-10-13T23:53:28.863735] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASGI'.
[2025-10-13T23:53:28.864130] [INFO ] [FORECASTER] Starting predict_future for ASGI
[2025-10-13T23:53:28.888983] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:28.889683] [DEBUG] [LOCAL     ] No optimal features file found for ASGI: ./output/feature-sets/ASGI.txt
[2025-10-13T23:53:28.889741] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:28.889775] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:28.889803] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:28.889859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:28.906845] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:28.907362] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:28.907441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:28.907475] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:28.943243] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:28.943330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:28.943366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:28.943394] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:28.946407] [DEBUG] [FORECASTER] ASGI: Forecast T+1@11:T+2@11: UP (p=70.47%)
[2025-10-13T23:53:28.946680] [INFO ] [FORECASTER] Completed predict_future for ASGI
[2025-10-13T23:53:28.946826] [INFO ] [sig       ] ASGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:29.085473] [INFO ] [LOCAL     ] Saved forecast: ASGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASGI.txt
[2025-10-13T23:53:29.085715] [INFO ] [sig       ] [122/1810] Completed ASGI in 0.2s | 4.13 sym/s | Total: 29.6s | ETA: 6.8m
[2025-10-13T23:53:29.085776] [INFO ] [sig       ] [123/1810] Forecasting ASGN...
[2025-10-13T23:53:29.085810] [INFO ] [sig       ] Generating forecast for: ASGN
[2025-10-13T23:53:29.085842] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASGN' from 'https://tdm.silogroup.org/data/derivative_storage/ASGN.csv'.
[2025-10-13T23:53:29.094719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASGN'.
[2025-10-13T23:53:29.095006] [INFO ] [FORECASTER] Starting predict_future for ASGN
[2025-10-13T23:53:29.119902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:29.120628] [DEBUG] [LOCAL     ] No optimal features file found for ASGN: ./output/feature-sets/ASGN.txt
[2025-10-13T23:53:29.120708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:29.120748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:29.120776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:29.120833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:29.138152] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:29.138733] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:29.138865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:29.138918] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:29.176042] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:29.176188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:29.176229] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:29.176258] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:29.179664] [DEBUG] [FORECASTER] ASGN: Forecast T+1@11:T+2@11: UP (p=53.25%)
[2025-10-13T23:53:29.179948] [INFO ] [FORECASTER] Completed predict_future for ASGN
[2025-10-13T23:53:29.180079] [INFO ] [sig       ] ASGN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:29.321251] [INFO ] [LOCAL     ] Saved forecast: ASGN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASGN.txt
[2025-10-13T23:53:29.321472] [INFO ] [sig       ] [123/1810] Completed ASGN in 0.2s | 4.13 sym/s | Total: 29.8s | ETA: 6.8m
[2025-10-13T23:53:29.321515] [INFO ] [sig       ] [124/1810] Forecasting ASH...
[2025-10-13T23:53:29.321545] [INFO ] [sig       ] Generating forecast for: ASH
[2025-10-13T23:53:29.321578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASH' from 'https://tdm.silogroup.org/data/derivative_storage/ASH.csv'.
[2025-10-13T23:53:29.330213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASH'.
[2025-10-13T23:53:29.330485] [INFO ] [FORECASTER] Starting predict_future for ASH
[2025-10-13T23:53:29.354992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:29.355678] [DEBUG] [LOCAL     ] No optimal features file found for ASH: ./output/feature-sets/ASH.txt
[2025-10-13T23:53:29.355736] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:29.355770] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:29.355798] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:29.355854] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:29.373214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:29.373782] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:29.373864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:29.373897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:29.410628] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:29.410744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:29.410785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:29.410814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:29.413879] [DEBUG] [FORECASTER] ASH: Forecast T+1@11:T+2@11: DOWN (p=46.59%)
[2025-10-13T23:53:29.414130] [INFO ] [FORECASTER] Completed predict_future for ASH
[2025-10-13T23:53:29.414256] [INFO ] [sig       ] ASH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:29.556735] [INFO ] [LOCAL     ] Saved forecast: ASH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ASH.txt
[2025-10-13T23:53:29.556984] [INFO ] [sig       ] [124/1810] Completed ASH in 0.2s | 4.13 sym/s | Total: 30.0s | ETA: 6.8m
[2025-10-13T23:53:29.557029] [INFO ] [sig       ] [125/1810] Forecasting ASIX...
[2025-10-13T23:53:29.557065] [INFO ] [sig       ] Generating forecast for: ASIX
[2025-10-13T23:53:29.557100] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASIX' from 'https://tdm.silogroup.org/data/derivative_storage/ASIX.csv'.
[2025-10-13T23:53:29.566316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASIX'.
[2025-10-13T23:53:29.566615] [INFO ] [FORECASTER] Starting predict_future for ASIX
[2025-10-13T23:53:29.592402] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:29.593208] [DEBUG] [LOCAL     ] No optimal features file found for ASIX: ./output/feature-sets/ASIX.txt
[2025-10-13T23:53:29.593288] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:29.593325] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:29.593354] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:29.593411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:29.610400] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:29.610998] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:29.611083] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:29.611117] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:29.646961] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:29.647046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:29.647083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:29.647112] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:29.650191] [DEBUG] [FORECASTER] ASIX: Forecast T+1@11:T+2@11: DOWN (p=23.69%)
[2025-10-13T23:53:29.650445] [INFO ] [FORECASTER] Completed predict_future for ASIX
[2025-10-13T23:53:29.650579] [INFO ] [sig       ] ASIX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:29.789481] [INFO ] [LOCAL     ] Saved forecast: ASIX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ASIX.txt
[2025-10-13T23:53:29.789773] [INFO ] [sig       ] [125/1810] Completed ASIX in 0.2s | 4.13 sym/s | Total: 30.3s | ETA: 6.8m
[2025-10-13T23:53:29.789835] [INFO ] [sig       ] [126/1810] Forecasting ASPN...
[2025-10-13T23:53:29.789868] [INFO ] [sig       ] Generating forecast for: ASPN
[2025-10-13T23:53:29.789902] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASPN' from 'https://tdm.silogroup.org/data/derivative_storage/ASPN.csv'.
[2025-10-13T23:53:29.798751] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASPN'.
[2025-10-13T23:53:29.799053] [INFO ] [FORECASTER] Starting predict_future for ASPN
[2025-10-13T23:53:29.823919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:29.824585] [DEBUG] [LOCAL     ] No optimal features file found for ASPN: ./output/feature-sets/ASPN.txt
[2025-10-13T23:53:29.824639] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:29.824716] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:29.824749] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:29.824807] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:29.841731] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:29.842337] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:29.842417] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:29.842450] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:29.878984] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:29.879072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:29.879110] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:29.879138] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:29.882156] [DEBUG] [FORECASTER] ASPN: Forecast T+1@11:T+2@11: UP (p=88.45%)
[2025-10-13T23:53:29.882415] [INFO ] [FORECASTER] Completed predict_future for ASPN
[2025-10-13T23:53:29.882577] [INFO ] [sig       ] ASPN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:30.024048] [INFO ] [LOCAL     ] Saved forecast: ASPN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ASPN.txt
[2025-10-13T23:53:30.024305] [INFO ] [sig       ] [126/1810] Completed ASPN in 0.2s | 4.13 sym/s | Total: 30.5s | ETA: 6.8m
[2025-10-13T23:53:30.024347] [INFO ] [sig       ] [127/1810] Forecasting ASR...
[2025-10-13T23:53:30.024388] [INFO ] [sig       ] Generating forecast for: ASR
[2025-10-13T23:53:30.024422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASR' from 'https://tdm.silogroup.org/data/derivative_storage/ASR.csv'.
[2025-10-13T23:53:30.033589] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASR'.
[2025-10-13T23:53:30.033957] [INFO ] [FORECASTER] Starting predict_future for ASR
[2025-10-13T23:53:30.058719] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:30.059464] [DEBUG] [LOCAL     ] No optimal features file found for ASR: ./output/feature-sets/ASR.txt
[2025-10-13T23:53:30.059519] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:30.059554] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:30.059582] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:30.059638] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:30.076748] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:30.077278] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:30.077361] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:30.077395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:30.113704] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:30.113847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:30.113889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:30.113919] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:30.117206] [DEBUG] [FORECASTER] ASR: Forecast T+1@11:T+2@11: DOWN (p=39.97%)
[2025-10-13T23:53:30.117469] [INFO ] [FORECASTER] Completed predict_future for ASR
[2025-10-13T23:53:30.117681] [INFO ] [sig       ] ASR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:30.256896] [INFO ] [LOCAL     ] Saved forecast: ASR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ASR.txt
[2025-10-13T23:53:30.257118] [INFO ] [sig       ] [127/1810] Completed ASR in 0.2s | 4.13 sym/s | Total: 30.7s | ETA: 6.8m
[2025-10-13T23:53:30.257161] [INFO ] [sig       ] [128/1810] Forecasting ASX...
[2025-10-13T23:53:30.257192] [INFO ] [sig       ] Generating forecast for: ASX
[2025-10-13T23:53:30.257225] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ASX' from 'https://tdm.silogroup.org/data/derivative_storage/ASX.csv'.
[2025-10-13T23:53:30.266599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ASX'.
[2025-10-13T23:53:30.266996] [INFO ] [FORECASTER] Starting predict_future for ASX
[2025-10-13T23:53:30.293402] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:30.294140] [DEBUG] [LOCAL     ] No optimal features file found for ASX: ./output/feature-sets/ASX.txt
[2025-10-13T23:53:30.294198] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:30.294234] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:30.294264] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:30.294322] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:30.312679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:30.313270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:30.313356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:30.313392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:30.350705] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:30.350811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:30.350855] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:30.350885] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:30.354085] [DEBUG] [FORECASTER] ASX: Forecast T+1@11:T+2@11: DOWN (p=49.65%)
[2025-10-13T23:53:30.354367] [INFO ] [FORECASTER] Completed predict_future for ASX
[2025-10-13T23:53:30.354505] [INFO ] [sig       ] ASX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:30.494024] [INFO ] [LOCAL     ] Saved forecast: ASX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ASX.txt
[2025-10-13T23:53:30.494270] [INFO ] [sig       ] [128/1810] Completed ASX in 0.2s | 4.13 sym/s | Total: 31.0s | ETA: 6.8m
[2025-10-13T23:53:30.494313] [INFO ] [sig       ] [129/1810] Forecasting ATEN...
[2025-10-13T23:53:30.494343] [INFO ] [sig       ] Generating forecast for: ATEN
[2025-10-13T23:53:30.494376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATEN' from 'https://tdm.silogroup.org/data/derivative_storage/ATEN.csv'.
[2025-10-13T23:53:30.503888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATEN'.
[2025-10-13T23:53:30.504218] [INFO ] [FORECASTER] Starting predict_future for ATEN
[2025-10-13T23:53:30.529163] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:30.529878] [DEBUG] [LOCAL     ] No optimal features file found for ATEN: ./output/feature-sets/ATEN.txt
[2025-10-13T23:53:30.529935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:30.529974] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:30.530002] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:30.530060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:30.547088] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:30.547722] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:30.547812] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:30.547847] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:30.584316] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:30.584393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:30.584429] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:30.584458] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:30.587474] [DEBUG] [FORECASTER] ATEN: Forecast T+1@11:T+2@11: DOWN (p=35.48%)
[2025-10-13T23:53:30.587814] [INFO ] [FORECASTER] Completed predict_future for ATEN
[2025-10-13T23:53:30.587952] [INFO ] [sig       ] ATEN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:30.726678] [INFO ] [LOCAL     ] Saved forecast: ATEN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ATEN.txt
[2025-10-13T23:53:30.726919] [INFO ] [sig       ] [129/1810] Completed ATEN in 0.2s | 4.13 sym/s | Total: 31.2s | ETA: 6.8m
[2025-10-13T23:53:30.726964] [INFO ] [sig       ] [130/1810] Forecasting ATGE...
[2025-10-13T23:53:30.726995] [INFO ] [sig       ] Generating forecast for: ATGE
[2025-10-13T23:53:30.727074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATGE' from 'https://tdm.silogroup.org/data/derivative_storage/ATGE.csv'.
[2025-10-13T23:53:30.736264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATGE'.
[2025-10-13T23:53:30.736555] [INFO ] [FORECASTER] Starting predict_future for ATGE
[2025-10-13T23:53:30.761431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:30.762171] [DEBUG] [LOCAL     ] No optimal features file found for ATGE: ./output/feature-sets/ATGE.txt
[2025-10-13T23:53:30.762231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:30.762265] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:30.762292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:30.762350] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:30.779362] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:30.779983] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:30.780081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:30.780116] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:30.817969] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:30.818074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:30.818118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:30.818149] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:30.821275] [DEBUG] [FORECASTER] ATGE: Forecast T+1@11:T+2@11: UP (p=99.08%)
[2025-10-13T23:53:30.821527] [INFO ] [FORECASTER] Completed predict_future for ATGE
[2025-10-13T23:53:30.821678] [INFO ] [sig       ] ATGE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:30.961333] [INFO ] [LOCAL     ] Saved forecast: ATGE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ATGE.txt
[2025-10-13T23:53:30.961575] [INFO ] [sig       ] [130/1810] Completed ATGE in 0.2s | 4.13 sym/s | Total: 31.4s | ETA: 6.8m
[2025-10-13T23:53:30.961620] [INFO ] [sig       ] [131/1810] Forecasting ATHS...
[2025-10-13T23:53:30.961688] [INFO ] [sig       ] Generating forecast for: ATHS
[2025-10-13T23:53:30.961740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATHS' from 'https://tdm.silogroup.org/data/derivative_storage/ATHS.csv'.
[2025-10-13T23:53:30.970221] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATHS'.
[2025-10-13T23:53:30.970497] [INFO ] [FORECASTER] Starting predict_future for ATHS
[2025-10-13T23:53:30.995664] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:30.996420] [DEBUG] [LOCAL     ] No optimal features file found for ATHS: ./output/feature-sets/ATHS.txt
[2025-10-13T23:53:30.996477] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:30.996513] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:30.996542] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:30.996601] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:31.013922] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:31.014516] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:31.014600] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:31.014634] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:31.050534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:31.050696] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:31.050752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:31.050786] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:31.054080] [DEBUG] [FORECASTER] ATHS: Forecast T+1@11:T+2@11: DOWN (p=22.81%)
[2025-10-13T23:53:31.054350] [INFO ] [FORECASTER] Completed predict_future for ATHS
[2025-10-13T23:53:31.054484] [INFO ] [sig       ] ATHS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:31.203618] [INFO ] [LOCAL     ] Saved forecast: ATHS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ATHS.txt
[2025-10-13T23:53:31.203901] [INFO ] [sig       ] [131/1810] Completed ATHS in 0.2s | 4.13 sym/s | Total: 31.7s | ETA: 6.8m
[2025-10-13T23:53:31.203949] [INFO ] [sig       ] [132/1810] Forecasting ATI...
[2025-10-13T23:53:31.203981] [INFO ] [sig       ] Generating forecast for: ATI
[2025-10-13T23:53:31.204014] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATI' from 'https://tdm.silogroup.org/data/derivative_storage/ATI.csv'.
[2025-10-13T23:53:31.214069] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATI'.
[2025-10-13T23:53:31.214699] [INFO ] [FORECASTER] Starting predict_future for ATI
[2025-10-13T23:53:31.244945] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:31.245769] [DEBUG] [LOCAL     ] No optimal features file found for ATI: ./output/feature-sets/ATI.txt
[2025-10-13T23:53:31.245847] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:31.245885] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:31.245915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:31.245973] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:31.264918] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:31.265802] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:31.265894] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:31.265929] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:31.308112] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:31.308302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:31.308347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:31.308379] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:31.312038] [DEBUG] [FORECASTER] ATI: Forecast T+1@11:T+2@11: DOWN (p=8.96%)
[2025-10-13T23:53:31.312336] [INFO ] [FORECASTER] Completed predict_future for ATI
[2025-10-13T23:53:31.312481] [INFO ] [sig       ] ATI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:31.492859] [INFO ] [LOCAL     ] Saved forecast: ATI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ATI.txt
[2025-10-13T23:53:31.493213] [INFO ] [sig       ] [132/1810] Completed ATI in 0.3s | 4.13 sym/s | Total: 32.0s | ETA: 6.8m
[2025-10-13T23:53:31.493266] [INFO ] [sig       ] [133/1810] Forecasting ATUS...
[2025-10-13T23:53:31.493306] [INFO ] [sig       ] Generating forecast for: ATUS
[2025-10-13T23:53:31.493346] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ATUS' from 'https://tdm.silogroup.org/data/derivative_storage/ATUS.csv'.
[2025-10-13T23:53:31.506000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ATUS'.
[2025-10-13T23:53:31.506563] [INFO ] [FORECASTER] Starting predict_future for ATUS
[2025-10-13T23:53:31.544880] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:31.546079] [DEBUG] [LOCAL     ] No optimal features file found for ATUS: ./output/feature-sets/ATUS.txt
[2025-10-13T23:53:31.546210] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:31.546273] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:31.546324] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:31.546421] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:31.574768] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:31.575974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:31.576096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:31.576154] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:31.627355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:31.627577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:31.627678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:31.627733] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:31.632050] [DEBUG] [FORECASTER] ATUS: Forecast T+1@11:T+2@11: DOWN (p=7.40%)
[2025-10-13T23:53:31.632479] [INFO ] [FORECASTER] Completed predict_future for ATUS
[2025-10-13T23:53:31.632696] [INFO ] [sig       ] ATUS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:31.835959] [INFO ] [LOCAL     ] Saved forecast: ATUS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ATUS.txt
[2025-10-13T23:53:31.836376] [INFO ] [sig       ] [133/1810] Completed ATUS in 0.3s | 4.11 sym/s | Total: 32.3s | ETA: 6.8m
[2025-10-13T23:53:31.836449] [INFO ] [sig       ] [134/1810] Forecasting AUB...
[2025-10-13T23:53:31.836535] [INFO ] [sig       ] Generating forecast for: AUB
[2025-10-13T23:53:31.836595] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AUB' from 'https://tdm.silogroup.org/data/derivative_storage/AUB.csv'.
[2025-10-13T23:53:31.851209] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'AUB'.
[2025-10-13T23:53:31.851805] [INFO ] [FORECASTER] Starting predict_future for AUB
[2025-10-13T23:53:31.890085] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:31.891255] [DEBUG] [LOCAL     ] No optimal features file found for AUB: ./output/feature-sets/AUB.txt
[2025-10-13T23:53:31.891331] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:31.891377] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:31.891415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:31.891497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:31.916727] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:31.918061] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:31.918187] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:31.918241] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:31.960386] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:31.960576] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:31.960621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:31.960692] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:31.964412] [DEBUG] [FORECASTER] AUB: Forecast T+1@11:T+2@11: UP (p=52.00%)
[2025-10-13T23:53:31.964814] [INFO ] [FORECASTER] Completed predict_future for AUB
[2025-10-13T23:53:31.965006] [INFO ] [sig       ] AUB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:32.111416] [INFO ] [LOCAL     ] Saved forecast: AUB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AUB.txt
[2025-10-13T23:53:32.111745] [INFO ] [sig       ] [134/1810] Completed AUB in 0.3s | 4.11 sym/s | Total: 32.6s | ETA: 6.8m
[2025-10-13T23:53:32.111810] [INFO ] [sig       ] [135/1810] Forecasting AUNA...
[2025-10-13T23:53:32.111845] [INFO ] [sig       ] Generating forecast for: AUNA
[2025-10-13T23:53:32.111879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AUNA' from 'https://tdm.silogroup.org/data/derivative_storage/AUNA.csv'.
[2025-10-13T23:53:32.122300] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'AUNA'.
[2025-10-13T23:53:32.122771] [INFO ] [FORECASTER] Starting predict_future for AUNA
[2025-10-13T23:53:32.152479] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:32.153420] [DEBUG] [LOCAL     ] No optimal features file found for AUNA: ./output/feature-sets/AUNA.txt
[2025-10-13T23:53:32.153478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:32.153514] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:32.153543] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:32.153602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:32.173318] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:32.174158] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:32.174443] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:32.174479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:32.214295] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:32.214462] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:32.214506] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:32.214537] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:32.218108] [DEBUG] [FORECASTER] AUNA: Forecast T+1@11:T+2@11: DOWN (p=13.30%)
[2025-10-13T23:53:32.218403] [INFO ] [FORECASTER] Completed predict_future for AUNA
[2025-10-13T23:53:32.218546] [INFO ] [sig       ] AUNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:32.439831] [INFO ] [LOCAL     ] Saved forecast: AUNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AUNA.txt
[2025-10-13T23:53:32.440053] [INFO ] [sig       ] [135/1810] Completed AUNA in 0.3s | 4.10 sym/s | Total: 32.9s | ETA: 6.8m
[2025-10-13T23:53:32.440097] [INFO ] [sig       ] [136/1810] Forecasting AVA...
[2025-10-13T23:53:32.440129] [INFO ] [sig       ] Generating forecast for: AVA
[2025-10-13T23:53:32.440162] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVA' from 'https://tdm.silogroup.org/data/derivative_storage/AVA.csv'.
[2025-10-13T23:53:32.449286] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVA'.
[2025-10-13T23:53:32.449684] [INFO ] [FORECASTER] Starting predict_future for AVA
[2025-10-13T23:53:32.475019] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:32.475845] [DEBUG] [LOCAL     ] No optimal features file found for AVA: ./output/feature-sets/AVA.txt
[2025-10-13T23:53:32.475905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:32.475942] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:32.475972] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:32.476030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:32.493323] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:32.493917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:32.494032] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:32.494072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:32.525495] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:32.525594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:32.525633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:32.525703] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:32.528847] [DEBUG] [FORECASTER] AVA: Forecast T+1@11:T+2@11: UP (p=88.25%)
[2025-10-13T23:53:32.529112] [INFO ] [FORECASTER] Completed predict_future for AVA
[2025-10-13T23:53:32.529245] [INFO ] [sig       ] AVA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:32.672159] [INFO ] [LOCAL     ] Saved forecast: AVA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AVA.txt
[2025-10-13T23:53:32.672377] [INFO ] [sig       ] [136/1810] Completed AVA in 0.2s | 4.10 sym/s | Total: 33.2s | ETA: 6.8m
[2025-10-13T23:53:32.672420] [INFO ] [sig       ] [137/1810] Forecasting AVAL...
[2025-10-13T23:53:32.672452] [INFO ] [sig       ] Generating forecast for: AVAL
[2025-10-13T23:53:32.672484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVAL' from 'https://tdm.silogroup.org/data/derivative_storage/AVAL.csv'.
[2025-10-13T23:53:32.681936] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVAL'.
[2025-10-13T23:53:32.682359] [INFO ] [FORECASTER] Starting predict_future for AVAL
[2025-10-13T23:53:32.708146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:32.708937] [DEBUG] [LOCAL     ] No optimal features file found for AVAL: ./output/feature-sets/AVAL.txt
[2025-10-13T23:53:32.708994] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:32.709031] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:32.709061] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:32.709118] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:32.726735] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:32.727282] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:32.727382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:32.727420] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:32.759199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:32.759303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:32.759343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:32.759375] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:32.762686] [DEBUG] [FORECASTER] AVAL: Forecast T+1@11:T+2@11: DOWN (p=21.26%)
[2025-10-13T23:53:32.763003] [INFO ] [FORECASTER] Completed predict_future for AVAL
[2025-10-13T23:53:32.763142] [INFO ] [sig       ] AVAL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:32.908257] [INFO ] [LOCAL     ] Saved forecast: AVAL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AVAL.txt
[2025-10-13T23:53:32.908466] [INFO ] [sig       ] [137/1810] Completed AVAL in 0.2s | 4.10 sym/s | Total: 33.4s | ETA: 6.8m
[2025-10-13T23:53:32.908511] [INFO ] [sig       ] [138/1810] Forecasting AVB...
[2025-10-13T23:53:32.908542] [INFO ] [sig       ] Generating forecast for: AVB
[2025-10-13T23:53:32.908575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVB' from 'https://tdm.silogroup.org/data/derivative_storage/AVB.csv'.
[2025-10-13T23:53:32.917307] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVB'.
[2025-10-13T23:53:32.917613] [INFO ] [FORECASTER] Starting predict_future for AVB
[2025-10-13T23:53:32.943018] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:32.943788] [DEBUG] [LOCAL     ] No optimal features file found for AVB: ./output/feature-sets/AVB.txt
[2025-10-13T23:53:32.943847] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:32.943885] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:32.943916] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:32.943976] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:32.961742] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:32.962361] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:32.962441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:32.962476] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:32.996899] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:32.997044] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:32.997088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:32.997118] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:33.000504] [DEBUG] [FORECASTER] AVB: Forecast T+1@11:T+2@11: UP (p=87.86%)
[2025-10-13T23:53:33.000811] [INFO ] [FORECASTER] Completed predict_future for AVB
[2025-10-13T23:53:33.000945] [INFO ] [sig       ] AVB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:33.141838] [INFO ] [LOCAL     ] Saved forecast: AVB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AVB.txt
[2025-10-13T23:53:33.142044] [INFO ] [sig       ] [138/1810] Completed AVB in 0.2s | 4.10 sym/s | Total: 33.6s | ETA: 6.8m
[2025-10-13T23:53:33.142090] [INFO ] [sig       ] [139/1810] Forecasting AVD...
[2025-10-13T23:53:33.142123] [INFO ] [sig       ] Generating forecast for: AVD
[2025-10-13T23:53:33.142158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVD' from 'https://tdm.silogroup.org/data/derivative_storage/AVD.csv'.
[2025-10-13T23:53:33.151167] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVD'.
[2025-10-13T23:53:33.151503] [INFO ] [FORECASTER] Starting predict_future for AVD
[2025-10-13T23:53:33.177148] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:33.178103] [DEBUG] [LOCAL     ] No optimal features file found for AVD: ./output/feature-sets/AVD.txt
[2025-10-13T23:53:33.178183] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:33.178220] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:33.178251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:33.178310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:33.196321] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:33.197196] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:33.197282] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:33.197318] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:33.231540] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:33.231720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:33.231776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:33.231809] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:33.238783] [DEBUG] [FORECASTER] AVD: Forecast T+1@11:T+2@11: DOWN (p=29.34%)
[2025-10-13T23:53:33.239095] [INFO ] [FORECASTER] Completed predict_future for AVD
[2025-10-13T23:53:33.239240] [INFO ] [sig       ] AVD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:33.381196] [INFO ] [LOCAL     ] Saved forecast: AVD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AVD.txt
[2025-10-13T23:53:33.381373] [INFO ] [sig       ] [139/1810] Completed AVD in 0.2s | 4.10 sym/s | Total: 33.9s | ETA: 6.8m
[2025-10-13T23:53:33.381416] [INFO ] [sig       ] [140/1810] Forecasting AVK...
[2025-10-13T23:53:33.381447] [INFO ] [sig       ] Generating forecast for: AVK
[2025-10-13T23:53:33.381479] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVK' from 'https://tdm.silogroup.org/data/derivative_storage/AVK.csv'.
[2025-10-13T23:53:33.390461] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVK'.
[2025-10-13T23:53:33.390764] [INFO ] [FORECASTER] Starting predict_future for AVK
[2025-10-13T23:53:33.416098] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:33.416828] [DEBUG] [LOCAL     ] No optimal features file found for AVK: ./output/feature-sets/AVK.txt
[2025-10-13T23:53:33.416885] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:33.416921] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:33.416951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:33.417012] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:33.435045] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:33.435598] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:33.435703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:33.435752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:33.467733] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:33.467817] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:33.467854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:33.467884] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:33.470888] [DEBUG] [FORECASTER] AVK: Forecast T+1@11:T+2@11: UP (p=85.24%)
[2025-10-13T23:53:33.471141] [INFO ] [FORECASTER] Completed predict_future for AVK
[2025-10-13T23:53:33.471267] [INFO ] [sig       ] AVK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:33.610550] [INFO ] [LOCAL     ] Saved forecast: AVK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AVK.txt
[2025-10-13T23:53:33.610770] [INFO ] [sig       ] [140/1810] Completed AVK in 0.2s | 4.11 sym/s | Total: 34.1s | ETA: 6.8m
[2025-10-13T23:53:33.610831] [INFO ] [sig       ] [141/1810] Forecasting AVNS...
[2025-10-13T23:53:33.610865] [INFO ] [sig       ] Generating forecast for: AVNS
[2025-10-13T23:53:33.610907] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVNS' from 'https://tdm.silogroup.org/data/derivative_storage/AVNS.csv'.
[2025-10-13T23:53:33.619849] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVNS'.
[2025-10-13T23:53:33.620121] [INFO ] [FORECASTER] Starting predict_future for AVNS
[2025-10-13T23:53:33.644695] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:33.645365] [DEBUG] [LOCAL     ] No optimal features file found for AVNS: ./output/feature-sets/AVNS.txt
[2025-10-13T23:53:33.645420] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:33.645454] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:33.645484] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:33.645541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:33.662935] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:33.663476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:33.663554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:33.663588] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:33.697210] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:33.697302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:33.697340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:33.697371] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:33.700530] [DEBUG] [FORECASTER] AVNS: Forecast T+1@11:T+2@11: DOWN (p=15.95%)
[2025-10-13T23:53:33.700821] [INFO ] [FORECASTER] Completed predict_future for AVNS
[2025-10-13T23:53:33.700952] [INFO ] [sig       ] AVNS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:33.840815] [INFO ] [LOCAL     ] Saved forecast: AVNS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AVNS.txt
[2025-10-13T23:53:33.841007] [INFO ] [sig       ] [141/1810] Completed AVNS in 0.2s | 4.11 sym/s | Total: 34.3s | ETA: 6.8m
[2025-10-13T23:53:33.841051] [INFO ] [sig       ] [142/1810] Forecasting AVNT...
[2025-10-13T23:53:33.841083] [INFO ] [sig       ] Generating forecast for: AVNT
[2025-10-13T23:53:33.841116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVNT' from 'https://tdm.silogroup.org/data/derivative_storage/AVNT.csv'.
[2025-10-13T23:53:33.850202] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVNT'.
[2025-10-13T23:53:33.850477] [INFO ] [FORECASTER] Starting predict_future for AVNT
[2025-10-13T23:53:33.875142] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:33.875846] [DEBUG] [LOCAL     ] No optimal features file found for AVNT: ./output/feature-sets/AVNT.txt
[2025-10-13T23:53:33.875901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:33.875935] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:33.875965] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:33.876035] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:33.893232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:33.893850] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:33.893930] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:33.893964] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:33.925909] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:33.925986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:33.926026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:33.926056] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:33.929070] [DEBUG] [FORECASTER] AVNT: Forecast T+1@11:T+2@11: DOWN (p=3.60%)
[2025-10-13T23:53:33.929337] [INFO ] [FORECASTER] Completed predict_future for AVNT
[2025-10-13T23:53:33.929465] [INFO ] [sig       ] AVNT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:34.069168] [INFO ] [LOCAL     ] Saved forecast: AVNT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AVNT.txt
[2025-10-13T23:53:34.069413] [INFO ] [sig       ] [142/1810] Completed AVNT in 0.2s | 4.11 sym/s | Total: 34.6s | ETA: 6.8m
[2025-10-13T23:53:34.069504] [INFO ] [sig       ] [143/1810] Forecasting AVY...
[2025-10-13T23:53:34.069545] [INFO ] [sig       ] Generating forecast for: AVY
[2025-10-13T23:53:34.069580] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AVY' from 'https://tdm.silogroup.org/data/derivative_storage/AVY.csv'.
[2025-10-13T23:53:34.079092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AVY'.
[2025-10-13T23:53:34.079445] [INFO ] [FORECASTER] Starting predict_future for AVY
[2025-10-13T23:53:34.105235] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:34.106169] [DEBUG] [LOCAL     ] No optimal features file found for AVY: ./output/feature-sets/AVY.txt
[2025-10-13T23:53:34.106244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:34.106290] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:34.106322] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:34.106380] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:34.124961] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:34.125520] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:34.125603] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:34.125638] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:34.158951] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:34.159080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:34.159121] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:34.159166] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:34.163068] [DEBUG] [FORECASTER] AVY: Forecast T+1@11:T+2@11: DOWN (p=8.82%)
[2025-10-13T23:53:34.163418] [INFO ] [FORECASTER] Completed predict_future for AVY
[2025-10-13T23:53:34.163561] [INFO ] [sig       ] AVY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:34.318348] [INFO ] [LOCAL     ] Saved forecast: AVY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AVY.txt
[2025-10-13T23:53:34.318562] [INFO ] [sig       ] [143/1810] Completed AVY in 0.2s | 4.11 sym/s | Total: 34.8s | ETA: 6.8m
[2025-10-13T23:53:34.318606] [INFO ] [sig       ] [144/1810] Forecasting AWF...
[2025-10-13T23:53:34.318638] [INFO ] [sig       ] Generating forecast for: AWF
[2025-10-13T23:53:34.318718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWF' from 'https://tdm.silogroup.org/data/derivative_storage/AWF.csv'.
[2025-10-13T23:53:34.327214] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWF'.
[2025-10-13T23:53:34.327566] [INFO ] [FORECASTER] Starting predict_future for AWF
[2025-10-13T23:53:34.356131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:34.357032] [DEBUG] [LOCAL     ] No optimal features file found for AWF: ./output/feature-sets/AWF.txt
[2025-10-13T23:53:34.357093] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:34.357131] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:34.357160] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:34.357220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:34.375708] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:34.376568] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:34.376680] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:34.376760] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:34.408894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:34.409073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:34.409118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:34.409150] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:34.412671] [DEBUG] [FORECASTER] AWF: Forecast T+1@11:T+2@11: DOWN (p=20.30%)
[2025-10-13T23:53:34.412959] [INFO ] [FORECASTER] Completed predict_future for AWF
[2025-10-13T23:53:34.413092] [INFO ] [sig       ] AWF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:34.570300] [INFO ] [LOCAL     ] Saved forecast: AWF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AWF.txt
[2025-10-13T23:53:34.570547] [INFO ] [sig       ] [144/1810] Completed AWF in 0.3s | 4.11 sym/s | Total: 35.1s | ETA: 6.8m
[2025-10-13T23:53:34.570591] [INFO ] [sig       ] [145/1810] Forecasting AWI...
[2025-10-13T23:53:34.570624] [INFO ] [sig       ] Generating forecast for: AWI
[2025-10-13T23:53:34.570693] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWI' from 'https://tdm.silogroup.org/data/derivative_storage/AWI.csv'.
[2025-10-13T23:53:34.579331] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWI'.
[2025-10-13T23:53:34.579632] [INFO ] [FORECASTER] Starting predict_future for AWI
[2025-10-13T23:53:34.612839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:34.613995] [DEBUG] [LOCAL     ] No optimal features file found for AWI: ./output/feature-sets/AWI.txt
[2025-10-13T23:53:34.614073] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:34.614124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:34.614192] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:34.614291] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:34.639862] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:34.640763] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:34.640853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:34.640888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:34.674256] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:34.674431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:34.674474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:34.674505] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:34.677965] [DEBUG] [FORECASTER] AWI: Forecast T+1@11:T+2@11: UP (p=89.42%)
[2025-10-13T23:53:34.678277] [INFO ] [FORECASTER] Completed predict_future for AWI
[2025-10-13T23:53:34.678419] [INFO ] [sig       ] AWI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:34.823949] [INFO ] [LOCAL     ] Saved forecast: AWI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AWI.txt
[2025-10-13T23:53:34.824157] [INFO ] [sig       ] [145/1810] Completed AWI in 0.3s | 4.11 sym/s | Total: 35.3s | ETA: 6.8m
[2025-10-13T23:53:34.824200] [INFO ] [sig       ] [146/1810] Forecasting AWK...
[2025-10-13T23:53:34.824231] [INFO ] [sig       ] Generating forecast for: AWK
[2025-10-13T23:53:34.824266] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWK' from 'https://tdm.silogroup.org/data/derivative_storage/AWK.csv'.
[2025-10-13T23:53:34.832599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWK'.
[2025-10-13T23:53:34.832913] [INFO ] [FORECASTER] Starting predict_future for AWK
[2025-10-13T23:53:34.857984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:34.858702] [DEBUG] [LOCAL     ] No optimal features file found for AWK: ./output/feature-sets/AWK.txt
[2025-10-13T23:53:34.858793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:34.858846] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:34.858878] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:34.858936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:34.876560] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:34.877146] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:34.877229] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:34.877265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:34.909151] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:34.909254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:34.909293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:34.909323] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:34.912457] [DEBUG] [FORECASTER] AWK: Forecast T+1@11:T+2@11: DOWN (p=3.94%)
[2025-10-13T23:53:34.912754] [INFO ] [FORECASTER] Completed predict_future for AWK
[2025-10-13T23:53:34.912885] [INFO ] [sig       ] AWK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:35.055065] [INFO ] [LOCAL     ] Saved forecast: AWK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AWK.txt
[2025-10-13T23:53:35.055260] [INFO ] [sig       ] [146/1810] Completed AWK in 0.2s | 4.11 sym/s | Total: 35.5s | ETA: 6.8m
[2025-10-13T23:53:35.055304] [INFO ] [sig       ] [147/1810] Forecasting AWP...
[2025-10-13T23:53:35.055336] [INFO ] [sig       ] Generating forecast for: AWP
[2025-10-13T23:53:35.055368] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWP' from 'https://tdm.silogroup.org/data/derivative_storage/AWP.csv'.
[2025-10-13T23:53:35.063478] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWP'.
[2025-10-13T23:53:35.063777] [INFO ] [FORECASTER] Starting predict_future for AWP
[2025-10-13T23:53:35.088740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:35.089433] [DEBUG] [LOCAL     ] No optimal features file found for AWP: ./output/feature-sets/AWP.txt
[2025-10-13T23:53:35.089492] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:35.089529] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:35.089558] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:35.089614] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:35.107418] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:35.108043] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:35.108124] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:35.108159] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:35.139175] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:35.139261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:35.139300] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:35.139345] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:35.142581] [DEBUG] [FORECASTER] AWP: Forecast T+1@11:T+2@11: UP (p=52.28%)
[2025-10-13T23:53:35.142872] [INFO ] [FORECASTER] Completed predict_future for AWP
[2025-10-13T23:53:35.143017] [INFO ] [sig       ] AWP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:35.287264] [INFO ] [LOCAL     ] Saved forecast: AWP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AWP.txt
[2025-10-13T23:53:35.287494] [INFO ] [sig       ] [147/1810] Completed AWP in 0.2s | 4.11 sym/s | Total: 35.8s | ETA: 6.7m
[2025-10-13T23:53:35.287580] [INFO ] [sig       ] [148/1810] Forecasting AWR...
[2025-10-13T23:53:35.287615] [INFO ] [sig       ] Generating forecast for: AWR
[2025-10-13T23:53:35.287687] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AWR' from 'https://tdm.silogroup.org/data/derivative_storage/AWR.csv'.
[2025-10-13T23:53:35.295938] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AWR'.
[2025-10-13T23:53:35.296269] [INFO ] [FORECASTER] Starting predict_future for AWR
[2025-10-13T23:53:35.321806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:35.322515] [DEBUG] [LOCAL     ] No optimal features file found for AWR: ./output/feature-sets/AWR.txt
[2025-10-13T23:53:35.322573] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:35.322610] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:35.322660] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:35.322748] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:35.340393] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:35.340972] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:35.341055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:35.341091] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:35.371490] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:35.371577] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:35.371615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:35.371673] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:35.374962] [DEBUG] [FORECASTER] AWR: Forecast T+1@11:T+2@11: DOWN (p=36.33%)
[2025-10-13T23:53:35.375229] [INFO ] [FORECASTER] Completed predict_future for AWR
[2025-10-13T23:53:35.375357] [INFO ] [sig       ] AWR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:35.518990] [INFO ] [LOCAL     ] Saved forecast: AWR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AWR.txt
[2025-10-13T23:53:35.519225] [INFO ] [sig       ] [148/1810] Completed AWR in 0.2s | 4.11 sym/s | Total: 36.0s | ETA: 6.7m
[2025-10-13T23:53:35.519269] [INFO ] [sig       ] [149/1810] Forecasting AX...
[2025-10-13T23:53:35.519300] [INFO ] [sig       ] Generating forecast for: AX
[2025-10-13T23:53:35.519333] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AX' from 'https://tdm.silogroup.org/data/derivative_storage/AX.csv'.
[2025-10-13T23:53:35.527677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AX'.
[2025-10-13T23:53:35.528039] [INFO ] [FORECASTER] Starting predict_future for AX
[2025-10-13T23:53:35.554131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:35.554924] [DEBUG] [LOCAL     ] No optimal features file found for AX: ./output/feature-sets/AX.txt
[2025-10-13T23:53:35.554983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:35.555020] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:35.555054] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:35.555163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:35.572914] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:35.573477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:35.573559] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:35.573594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:35.599960] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:35.600053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:35.600091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:35.600121] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:35.603434] [DEBUG] [FORECASTER] AX: Forecast T+1@11:T+2@11: DOWN (p=26.74%)
[2025-10-13T23:53:35.603741] [INFO ] [FORECASTER] Completed predict_future for AX
[2025-10-13T23:53:35.603930] [INFO ] [sig       ] AX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:35.746496] [INFO ] [LOCAL     ] Saved forecast: AX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AX.txt
[2025-10-13T23:53:35.746724] [INFO ] [sig       ] [149/1810] Completed AX in 0.2s | 4.11 sym/s | Total: 36.2s | ETA: 6.7m
[2025-10-13T23:53:35.746785] [INFO ] [sig       ] [150/1810] Forecasting AXL...
[2025-10-13T23:53:35.746819] [INFO ] [sig       ] Generating forecast for: AXL
[2025-10-13T23:53:35.746851] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXL' from 'https://tdm.silogroup.org/data/derivative_storage/AXL.csv'.
[2025-10-13T23:53:35.755667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXL'.
[2025-10-13T23:53:35.755971] [INFO ] [FORECASTER] Starting predict_future for AXL
[2025-10-13T23:53:35.781079] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:35.781902] [DEBUG] [LOCAL     ] No optimal features file found for AXL: ./output/feature-sets/AXL.txt
[2025-10-13T23:53:35.781960] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:35.781996] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:35.782025] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:35.782083] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:35.799251] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:35.800031] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:35.800114] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:35.800149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:35.829856] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:35.830041] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:35.830092] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:35.830127] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:35.834086] [DEBUG] [FORECASTER] AXL: Forecast T+1@11:T+2@11: DOWN (p=8.23%)
[2025-10-13T23:53:35.834381] [INFO ] [FORECASTER] Completed predict_future for AXL
[2025-10-13T23:53:35.834520] [INFO ] [sig       ] AXL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:35.985245] [INFO ] [LOCAL     ] Saved forecast: AXL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AXL.txt
[2025-10-13T23:53:35.985435] [INFO ] [sig       ] [150/1810] Completed AXL in 0.2s | 4.11 sym/s | Total: 36.5s | ETA: 6.7m
[2025-10-13T23:53:35.985478] [INFO ] [sig       ] [151/1810] Forecasting AXS...
[2025-10-13T23:53:35.985510] [INFO ] [sig       ] Generating forecast for: AXS
[2025-10-13T23:53:35.985542] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AXS' from 'https://tdm.silogroup.org/data/derivative_storage/AXS.csv'.
[2025-10-13T23:53:35.993755] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AXS'.
[2025-10-13T23:53:35.994050] [INFO ] [FORECASTER] Starting predict_future for AXS
[2025-10-13T23:53:36.018872] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:36.019582] [DEBUG] [LOCAL     ] No optimal features file found for AXS: ./output/feature-sets/AXS.txt
[2025-10-13T23:53:36.019637] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:36.019715] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:36.019750] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:36.019808] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:36.036995] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:36.037550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:36.037637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:36.037714] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:36.067583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:36.067711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:36.067763] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:36.067798] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:36.071355] [DEBUG] [FORECASTER] AXS: Forecast T+1@11:T+2@11: DOWN (p=15.79%)
[2025-10-13T23:53:36.071668] [INFO ] [FORECASTER] Completed predict_future for AXS
[2025-10-13T23:53:36.071820] [INFO ] [sig       ] AXS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:36.212877] [INFO ] [LOCAL     ] Saved forecast: AXS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AXS.txt
[2025-10-13T23:53:36.213082] [INFO ] [sig       ] [151/1810] Completed AXS in 0.2s | 4.11 sym/s | Total: 36.7s | ETA: 6.7m
[2025-10-13T23:53:36.213129] [INFO ] [sig       ] [152/1810] Forecasting AYI...
[2025-10-13T23:53:36.213161] [INFO ] [sig       ] Generating forecast for: AYI
[2025-10-13T23:53:36.213194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AYI' from 'https://tdm.silogroup.org/data/derivative_storage/AYI.csv'.
[2025-10-13T23:53:36.224294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AYI'.
[2025-10-13T23:53:36.224611] [INFO ] [FORECASTER] Starting predict_future for AYI
[2025-10-13T23:53:36.249251] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:36.249966] [DEBUG] [LOCAL     ] No optimal features file found for AYI: ./output/feature-sets/AYI.txt
[2025-10-13T23:53:36.250021] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:36.250056] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:36.250088] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:36.250147] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:36.267679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:36.268208] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:36.268286] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:36.268319] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:36.293496] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:36.293590] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:36.294004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:36.294053] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:36.299009] [DEBUG] [FORECASTER] AYI: Forecast T+1@11:T+2@11: DOWN (p=30.42%)
[2025-10-13T23:53:36.299276] [INFO ] [FORECASTER] Completed predict_future for AYI
[2025-10-13T23:53:36.299404] [INFO ] [sig       ] AYI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:36.441925] [INFO ] [LOCAL     ] Saved forecast: AYI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AYI.txt
[2025-10-13T23:53:36.442132] [INFO ] [sig       ] [152/1810] Completed AYI in 0.2s | 4.12 sym/s | Total: 36.9s | ETA: 6.7m
[2025-10-13T23:53:36.442175] [INFO ] [sig       ] [153/1810] Forecasting AZO...
[2025-10-13T23:53:36.442206] [INFO ] [sig       ] Generating forecast for: AZO
[2025-10-13T23:53:36.442239] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AZO' from 'https://tdm.silogroup.org/data/derivative_storage/AZO.csv'.
[2025-10-13T23:53:36.450376] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AZO'.
[2025-10-13T23:53:36.450695] [INFO ] [FORECASTER] Starting predict_future for AZO
[2025-10-13T23:53:36.475143] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:36.475876] [DEBUG] [LOCAL     ] No optimal features file found for AZO: ./output/feature-sets/AZO.txt
[2025-10-13T23:53:36.475931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:36.475983] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:36.476014] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:36.476073] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:36.493142] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:36.493738] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:36.493822] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:36.493855] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:36.520230] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:36.520332] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:36.520369] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:36.520398] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:36.523511] [DEBUG] [FORECASTER] AZO: Forecast T+1@11:T+2@11: UP (p=68.92%)
[2025-10-13T23:53:36.523808] [INFO ] [FORECASTER] Completed predict_future for AZO
[2025-10-13T23:53:36.523938] [INFO ] [sig       ] AZO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:36.665273] [INFO ] [LOCAL     ] Saved forecast: AZO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/AZO.txt
[2025-10-13T23:53:36.665516] [INFO ] [sig       ] [153/1810] Completed AZO in 0.2s | 4.12 sym/s | Total: 37.2s | ETA: 6.7m
[2025-10-13T23:53:36.665560] [INFO ] [sig       ] [154/1810] Forecasting AZZ...
[2025-10-13T23:53:36.665592] [INFO ] [sig       ] Generating forecast for: AZZ
[2025-10-13T23:53:36.665625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'AZZ' from 'https://tdm.silogroup.org/data/derivative_storage/AZZ.csv'.
[2025-10-13T23:53:36.673699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'AZZ'.
[2025-10-13T23:53:36.673975] [INFO ] [FORECASTER] Starting predict_future for AZZ
[2025-10-13T23:53:36.698524] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:36.699259] [DEBUG] [LOCAL     ] No optimal features file found for AZZ: ./output/feature-sets/AZZ.txt
[2025-10-13T23:53:36.699315] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:36.699349] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:36.699378] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:36.699436] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:36.716592] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:36.717160] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:36.717238] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:36.717272] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:36.743537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:36.743615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:36.743678] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:36.743726] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:36.746685] [DEBUG] [FORECASTER] AZZ: Forecast T+1@11:T+2@11: DOWN (p=31.64%)
[2025-10-13T23:53:36.746937] [INFO ] [FORECASTER] Completed predict_future for AZZ
[2025-10-13T23:53:36.747056] [INFO ] [sig       ] AZZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:36.888103] [INFO ] [LOCAL     ] Saved forecast: AZZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/AZZ.txt
[2025-10-13T23:53:36.888292] [INFO ] [sig       ] [154/1810] Completed AZZ in 0.2s | 4.12 sym/s | Total: 37.4s | ETA: 6.7m
[2025-10-13T23:53:36.888334] [INFO ] [sig       ] [155/1810] Forecasting BA...
[2025-10-13T23:53:36.888365] [INFO ] [sig       ] Generating forecast for: BA
[2025-10-13T23:53:36.888396] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BA' from 'https://tdm.silogroup.org/data/derivative_storage/BA.csv'.
[2025-10-13T23:53:36.896517] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BA'.
[2025-10-13T23:53:36.896821] [INFO ] [FORECASTER] Starting predict_future for BA
[2025-10-13T23:53:36.922101] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:36.922902] [DEBUG] [LOCAL     ] No optimal features file found for BA: ./output/feature-sets/BA.txt
[2025-10-13T23:53:36.922963] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:36.923001] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:36.923032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:36.923092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:36.940808] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:36.941349] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:36.941431] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:36.941468] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:36.968501] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:36.968581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:36.968618] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:36.968677] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:36.971777] [DEBUG] [FORECASTER] BA: Forecast T+1@11:T+2@11: UP (p=97.46%)
[2025-10-13T23:53:36.972036] [INFO ] [FORECASTER] Completed predict_future for BA
[2025-10-13T23:53:36.972166] [INFO ] [sig       ] BA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:37.116406] [INFO ] [LOCAL     ] Saved forecast: BA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BA.txt
[2025-10-13T23:53:37.116661] [INFO ] [sig       ] [155/1810] Completed BA in 0.2s | 4.12 sym/s | Total: 37.6s | ETA: 6.7m
[2025-10-13T23:53:37.116725] [INFO ] [sig       ] [156/1810] Forecasting BABA...
[2025-10-13T23:53:37.116760] [INFO ] [sig       ] Generating forecast for: BABA
[2025-10-13T23:53:37.116793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BABA' from 'https://tdm.silogroup.org/data/derivative_storage/BABA.csv'.
[2025-10-13T23:53:37.125418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BABA'.
[2025-10-13T23:53:37.125732] [INFO ] [FORECASTER] Starting predict_future for BABA
[2025-10-13T23:53:37.150391] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:37.151138] [DEBUG] [LOCAL     ] No optimal features file found for BABA: ./output/feature-sets/BABA.txt
[2025-10-13T23:53:37.151196] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:37.151233] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:37.151263] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:37.151323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:37.169287] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:37.169866] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:37.169948] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:37.169984] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:37.195196] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:37.195278] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:37.195316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:37.195345] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:37.198409] [DEBUG] [FORECASTER] BABA: Forecast T+1@11:T+2@11: UP (p=61.18%)
[2025-10-13T23:53:37.198690] [INFO ] [FORECASTER] Completed predict_future for BABA
[2025-10-13T23:53:37.198828] [INFO ] [sig       ] BABA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:37.341252] [INFO ] [LOCAL     ] Saved forecast: BABA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BABA.txt
[2025-10-13T23:53:37.341451] [INFO ] [sig       ] [156/1810] Completed BABA in 0.2s | 4.12 sym/s | Total: 37.8s | ETA: 6.7m
[2025-10-13T23:53:37.341493] [INFO ] [sig       ] [157/1810] Forecasting BAC...
[2025-10-13T23:53:37.341524] [INFO ] [sig       ] Generating forecast for: BAC
[2025-10-13T23:53:37.341556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAC' from 'https://tdm.silogroup.org/data/derivative_storage/BAC.csv'.
[2025-10-13T23:53:37.349627] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAC'.
[2025-10-13T23:53:37.349918] [INFO ] [FORECASTER] Starting predict_future for BAC
[2025-10-13T23:53:37.374590] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:37.375298] [DEBUG] [LOCAL     ] No optimal features file found for BAC: ./output/feature-sets/BAC.txt
[2025-10-13T23:53:37.375353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:37.375388] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:37.375416] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:37.375473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:37.392629] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:37.393226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:37.393306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:37.393340] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:37.418428] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:37.418529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:37.418567] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:37.418597] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:37.421720] [DEBUG] [FORECASTER] BAC: Forecast T+1@11:T+2@11: UP (p=67.19%)
[2025-10-13T23:53:37.421976] [INFO ] [FORECASTER] Completed predict_future for BAC
[2025-10-13T23:53:37.422097] [INFO ] [sig       ] BAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:37.563027] [INFO ] [LOCAL     ] Saved forecast: BAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BAC.txt
[2025-10-13T23:53:37.563214] [INFO ] [sig       ] [157/1810] Completed BAC in 0.2s | 4.13 sym/s | Total: 38.1s | ETA: 6.7m
[2025-10-13T23:53:37.563256] [INFO ] [sig       ] [158/1810] Forecasting BAK...
[2025-10-13T23:53:37.563287] [INFO ] [sig       ] Generating forecast for: BAK
[2025-10-13T23:53:37.563319] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAK' from 'https://tdm.silogroup.org/data/derivative_storage/BAK.csv'.
[2025-10-13T23:53:37.571839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAK'.
[2025-10-13T23:53:37.572185] [INFO ] [FORECASTER] Starting predict_future for BAK
[2025-10-13T23:53:37.596809] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:37.597517] [DEBUG] [LOCAL     ] No optimal features file found for BAK: ./output/feature-sets/BAK.txt
[2025-10-13T23:53:37.597578] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:37.597615] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:37.597668] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:37.597753] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:37.615245] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:37.615984] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:37.616068] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:37.616103] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:37.641732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:37.641854] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:37.641892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:37.641922] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:37.644932] [DEBUG] [FORECASTER] BAK: Forecast T+1@11:T+2@11: UP (p=70.30%)
[2025-10-13T23:53:37.645199] [INFO ] [FORECASTER] Completed predict_future for BAK
[2025-10-13T23:53:37.645324] [INFO ] [sig       ] BAK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:37.788057] [INFO ] [LOCAL     ] Saved forecast: BAK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BAK.txt
[2025-10-13T23:53:37.788258] [INFO ] [sig       ] [158/1810] Completed BAK in 0.2s | 4.13 sym/s | Total: 38.3s | ETA: 6.7m
[2025-10-13T23:53:37.788299] [INFO ] [sig       ] [159/1810] Forecasting BALL...
[2025-10-13T23:53:37.788331] [INFO ] [sig       ] Generating forecast for: BALL
[2025-10-13T23:53:37.788363] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BALL' from 'https://tdm.silogroup.org/data/derivative_storage/BALL.csv'.
[2025-10-13T23:53:37.799109] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BALL'.
[2025-10-13T23:53:37.799671] [INFO ] [FORECASTER] Starting predict_future for BALL
[2025-10-13T23:53:37.825788] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:37.826539] [DEBUG] [LOCAL     ] No optimal features file found for BALL: ./output/feature-sets/BALL.txt
[2025-10-13T23:53:37.826597] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:37.826634] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:37.826705] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:37.826775] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:37.844491] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:37.845136] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:37.845227] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:37.845262] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:37.888022] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:37.888141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:37.888181] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:37.888209] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:37.891530] [DEBUG] [FORECASTER] BALL: Forecast T+1@11:T+2@11: DOWN (p=44.50%)
[2025-10-13T23:53:37.891843] [INFO ] [FORECASTER] Completed predict_future for BALL
[2025-10-13T23:53:37.891996] [INFO ] [sig       ] BALL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:38.034956] [INFO ] [LOCAL     ] Saved forecast: BALL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BALL.txt
[2025-10-13T23:53:38.035387] [INFO ] [sig       ] [159/1810] Completed BALL in 0.2s | 4.13 sym/s | Total: 38.5s | ETA: 6.7m
[2025-10-13T23:53:38.035457] [INFO ] [sig       ] [160/1810] Forecasting BANC...
[2025-10-13T23:53:38.035493] [INFO ] [sig       ] Generating forecast for: BANC
[2025-10-13T23:53:38.035530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BANC' from 'https://tdm.silogroup.org/data/derivative_storage/BANC.csv'.
[2025-10-13T23:53:38.045442] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BANC'.
[2025-10-13T23:53:38.045807] [INFO ] [FORECASTER] Starting predict_future for BANC
[2025-10-13T23:53:38.070873] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:38.071564] [DEBUG] [LOCAL     ] No optimal features file found for BANC: ./output/feature-sets/BANC.txt
[2025-10-13T23:53:38.071628] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:38.071715] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:38.071756] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:38.071816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:38.088537] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:38.089104] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:38.089185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:38.089219] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:38.136993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:38.137122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:38.137162] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:38.137192] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:38.140612] [DEBUG] [FORECASTER] BANC: Forecast T+1@11:T+2@11: DOWN (p=7.25%)
[2025-10-13T23:53:38.140922] [INFO ] [FORECASTER] Completed predict_future for BANC
[2025-10-13T23:53:38.141068] [INFO ] [sig       ] BANC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:38.279039] [INFO ] [LOCAL     ] Saved forecast: BANC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BANC.txt
[2025-10-13T23:53:38.279263] [INFO ] [sig       ] [160/1810] Completed BANC in 0.2s | 4.13 sym/s | Total: 38.8s | ETA: 6.7m
[2025-10-13T23:53:38.279307] [INFO ] [sig       ] [161/1810] Forecasting BAP...
[2025-10-13T23:53:38.279339] [INFO ] [sig       ] Generating forecast for: BAP
[2025-10-13T23:53:38.279373] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAP' from 'https://tdm.silogroup.org/data/derivative_storage/BAP.csv'.
[2025-10-13T23:53:38.287933] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAP'.
[2025-10-13T23:53:38.288231] [INFO ] [FORECASTER] Starting predict_future for BAP
[2025-10-13T23:53:38.312849] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:38.313510] [DEBUG] [LOCAL     ] No optimal features file found for BAP: ./output/feature-sets/BAP.txt
[2025-10-13T23:53:38.313566] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:38.313599] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:38.313628] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:38.313723] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:38.330840] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:38.331373] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:38.331454] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:38.331488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:38.369913] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:38.369998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:38.370035] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:38.370064] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:38.373073] [DEBUG] [FORECASTER] BAP: Forecast T+1@11:T+2@11: UP (p=99.29%)
[2025-10-13T23:53:38.373325] [INFO ] [FORECASTER] Completed predict_future for BAP
[2025-10-13T23:53:38.373456] [INFO ] [sig       ] BAP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:38.512097] [INFO ] [LOCAL     ] Saved forecast: BAP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BAP.txt
[2025-10-13T23:53:38.512366] [INFO ] [sig       ] [161/1810] Completed BAP in 0.2s | 4.13 sym/s | Total: 39.0s | ETA: 6.7m
[2025-10-13T23:53:38.512410] [INFO ] [sig       ] [162/1810] Forecasting BARK...
[2025-10-13T23:53:38.512440] [INFO ] [sig       ] Generating forecast for: BARK
[2025-10-13T23:53:38.512472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BARK' from 'https://tdm.silogroup.org/data/derivative_storage/BARK.csv'.
[2025-10-13T23:53:38.521452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BARK'.
[2025-10-13T23:53:38.521772] [INFO ] [FORECASTER] Starting predict_future for BARK
[2025-10-13T23:53:38.546265] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:38.546964] [DEBUG] [LOCAL     ] No optimal features file found for BARK: ./output/feature-sets/BARK.txt
[2025-10-13T23:53:38.547020] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:38.547054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:38.547133] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:38.547200] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:38.564023] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:38.564559] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:38.564659] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:38.564716] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:38.605017] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:38.605099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:38.605138] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:38.605168] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:38.608226] [DEBUG] [FORECASTER] BARK: Forecast T+1@11:T+2@11: UP (p=82.52%)
[2025-10-13T23:53:38.608477] [INFO ] [FORECASTER] Completed predict_future for BARK
[2025-10-13T23:53:38.608607] [INFO ] [sig       ] BARK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:38.746394] [INFO ] [LOCAL     ] Saved forecast: BARK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BARK.txt
[2025-10-13T23:53:38.746635] [INFO ] [sig       ] [162/1810] Completed BARK in 0.2s | 4.13 sym/s | Total: 39.2s | ETA: 6.7m
[2025-10-13T23:53:38.746718] [INFO ] [sig       ] [163/1810] Forecasting BAX...
[2025-10-13T23:53:38.746755] [INFO ] [sig       ] Generating forecast for: BAX
[2025-10-13T23:53:38.746789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BAX' from 'https://tdm.silogroup.org/data/derivative_storage/BAX.csv'.
[2025-10-13T23:53:38.756261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BAX'.
[2025-10-13T23:53:38.756731] [INFO ] [FORECASTER] Starting predict_future for BAX
[2025-10-13T23:53:38.782078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:38.782935] [DEBUG] [LOCAL     ] No optimal features file found for BAX: ./output/feature-sets/BAX.txt
[2025-10-13T23:53:38.782991] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:38.783025] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:38.783053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:38.783110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:38.800118] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:38.800862] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:38.800946] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:38.800981] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:38.843967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:38.844161] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:38.844205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:38.844235] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:38.847870] [DEBUG] [FORECASTER] BAX: Forecast T+1@11:T+2@11: UP (p=50.98%)
[2025-10-13T23:53:38.848178] [INFO ] [FORECASTER] Completed predict_future for BAX
[2025-10-13T23:53:38.848322] [INFO ] [sig       ] BAX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:38.991165] [INFO ] [LOCAL     ] Saved forecast: BAX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BAX.txt
[2025-10-13T23:53:38.991391] [INFO ] [sig       ] [163/1810] Completed BAX in 0.2s | 4.13 sym/s | Total: 39.5s | ETA: 6.6m
[2025-10-13T23:53:38.991435] [INFO ] [sig       ] [164/1810] Forecasting BB...
[2025-10-13T23:53:38.991466] [INFO ] [sig       ] Generating forecast for: BB
[2025-10-13T23:53:38.991499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BB' from 'https://tdm.silogroup.org/data/derivative_storage/BB.csv'.
[2025-10-13T23:53:39.000130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BB'.
[2025-10-13T23:53:39.000419] [INFO ] [FORECASTER] Starting predict_future for BB
[2025-10-13T23:53:39.025025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:39.025769] [DEBUG] [LOCAL     ] No optimal features file found for BB: ./output/feature-sets/BB.txt
[2025-10-13T23:53:39.025827] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:39.025862] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:39.025892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:39.025949] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:39.042912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:39.043464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:39.043544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:39.043577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:39.074860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:39.074964] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:39.075002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:39.075032] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:39.078205] [DEBUG] [FORECASTER] BB: Forecast T+1@11:T+2@11: DOWN (p=9.87%)
[2025-10-13T23:53:39.078461] [INFO ] [FORECASTER] Completed predict_future for BB
[2025-10-13T23:53:39.078587] [INFO ] [sig       ] BB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:39.217728] [INFO ] [LOCAL     ] Saved forecast: BB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BB.txt
[2025-10-13T23:53:39.217939] [INFO ] [sig       ] [164/1810] Completed BB in 0.2s | 4.13 sym/s | Total: 39.7s | ETA: 6.6m
[2025-10-13T23:53:39.217982] [INFO ] [sig       ] [165/1810] Forecasting BBAI...
[2025-10-13T23:53:39.218014] [INFO ] [sig       ] Generating forecast for: BBAI
[2025-10-13T23:53:39.218046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBAI' from 'https://tdm.silogroup.org/data/derivative_storage/BBAI.csv'.
[2025-10-13T23:53:39.226895] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBAI'.
[2025-10-13T23:53:39.227273] [INFO ] [FORECASTER] Starting predict_future for BBAI
[2025-10-13T23:53:39.253209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:39.253966] [DEBUG] [LOCAL     ] No optimal features file found for BBAI: ./output/feature-sets/BBAI.txt
[2025-10-13T23:53:39.254023] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:39.254057] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:39.254086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:39.254142] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:39.271864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:39.272404] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:39.272484] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:39.272519] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:39.308677] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:39.308929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:39.308977] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:39.309009] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:39.315407] [DEBUG] [FORECASTER] BBAI: Forecast T+1@11:T+2@11: DOWN (p=6.02%)
[2025-10-13T23:53:39.315720] [INFO ] [FORECASTER] Completed predict_future for BBAI
[2025-10-13T23:53:39.315873] [INFO ] [sig       ] BBAI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:39.455044] [INFO ] [LOCAL     ] Saved forecast: BBAI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BBAI.txt
[2025-10-13T23:53:39.455290] [INFO ] [sig       ] [165/1810] Completed BBAI in 0.2s | 4.13 sym/s | Total: 39.9s | ETA: 6.6m
[2025-10-13T23:53:39.455334] [INFO ] [sig       ] [166/1810] Forecasting BBAR...
[2025-10-13T23:53:39.455365] [INFO ] [sig       ] Generating forecast for: BBAR
[2025-10-13T23:53:39.455397] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBAR' from 'https://tdm.silogroup.org/data/derivative_storage/BBAR.csv'.
[2025-10-13T23:53:39.464774] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBAR'.
[2025-10-13T23:53:39.465123] [INFO ] [FORECASTER] Starting predict_future for BBAR
[2025-10-13T23:53:39.489934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:39.490609] [DEBUG] [LOCAL     ] No optimal features file found for BBAR: ./output/feature-sets/BBAR.txt
[2025-10-13T23:53:39.490688] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:39.490736] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:39.490766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:39.490823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:39.507674] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:39.508264] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:39.508350] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:39.508384] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:39.553818] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:39.553924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:39.553962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:39.553991] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:39.557195] [DEBUG] [FORECASTER] BBAR: Forecast T+1@11:T+2@11: UP (p=82.40%)
[2025-10-13T23:53:39.557450] [INFO ] [FORECASTER] Completed predict_future for BBAR
[2025-10-13T23:53:39.557621] [INFO ] [sig       ] BBAR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:39.697937] [INFO ] [LOCAL     ] Saved forecast: BBAR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBAR.txt
[2025-10-13T23:53:39.698174] [INFO ] [sig       ] [166/1810] Completed BBAR in 0.2s | 4.13 sym/s | Total: 40.2s | ETA: 6.6m
[2025-10-13T23:53:39.698223] [INFO ] [sig       ] [167/1810] Forecasting BBD...
[2025-10-13T23:53:39.698254] [INFO ] [sig       ] Generating forecast for: BBD
[2025-10-13T23:53:39.698287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBD' from 'https://tdm.silogroup.org/data/derivative_storage/BBD.csv'.
[2025-10-13T23:53:39.707424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBD'.
[2025-10-13T23:53:39.707742] [INFO ] [FORECASTER] Starting predict_future for BBD
[2025-10-13T23:53:39.732751] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:39.733510] [DEBUG] [LOCAL     ] No optimal features file found for BBD: ./output/feature-sets/BBD.txt
[2025-10-13T23:53:39.733564] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:39.733617] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:39.733673] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:39.733752] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:39.750806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:39.751333] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:39.751412] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:39.751447] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:39.784594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:39.784695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:39.784744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:39.784775] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:39.787832] [DEBUG] [FORECASTER] BBD: Forecast T+1@11:T+2@11: DOWN (p=13.66%)
[2025-10-13T23:53:39.788080] [INFO ] [FORECASTER] Completed predict_future for BBD
[2025-10-13T23:53:39.788211] [INFO ] [sig       ] BBD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:39.929437] [INFO ] [LOCAL     ] Saved forecast: BBD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BBD.txt
[2025-10-13T23:53:39.929716] [INFO ] [sig       ] [167/1810] Completed BBD in 0.2s | 4.13 sym/s | Total: 40.4s | ETA: 6.6m
[2025-10-13T23:53:39.929779] [INFO ] [sig       ] [168/1810] Forecasting BBDC...
[2025-10-13T23:53:39.929813] [INFO ] [sig       ] Generating forecast for: BBDC
[2025-10-13T23:53:39.929847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBDC' from 'https://tdm.silogroup.org/data/derivative_storage/BBDC.csv'.
[2025-10-13T23:53:39.939289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBDC'.
[2025-10-13T23:53:39.939752] [INFO ] [FORECASTER] Starting predict_future for BBDC
[2025-10-13T23:53:39.964823] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:39.965578] [DEBUG] [LOCAL     ] No optimal features file found for BBDC: ./output/feature-sets/BBDC.txt
[2025-10-13T23:53:39.965633] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:39.965707] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:39.965745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:39.965802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:39.982868] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:39.983594] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:39.983704] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:39.983753] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:40.020930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:40.021078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:40.021118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:40.021149] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:40.024474] [DEBUG] [FORECASTER] BBDC: Forecast T+1@11:T+2@11: UP (p=99.40%)
[2025-10-13T23:53:40.024781] [INFO ] [FORECASTER] Completed predict_future for BBDC
[2025-10-13T23:53:40.025296] [INFO ] [sig       ] BBDC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:40.164556] [INFO ] [LOCAL     ] Saved forecast: BBDC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBDC.txt
[2025-10-13T23:53:40.164870] [INFO ] [sig       ] [168/1810] Completed BBDC in 0.2s | 4.13 sym/s | Total: 40.7s | ETA: 6.6m
[2025-10-13T23:53:40.164933] [INFO ] [sig       ] [169/1810] Forecasting BBDO...
[2025-10-13T23:53:40.164968] [INFO ] [sig       ] Generating forecast for: BBDO
[2025-10-13T23:53:40.165002] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBDO' from 'https://tdm.silogroup.org/data/derivative_storage/BBDO.csv'.
[2025-10-13T23:53:40.173872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBDO'.
[2025-10-13T23:53:40.174211] [INFO ] [FORECASTER] Starting predict_future for BBDO
[2025-10-13T23:53:40.198987] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:40.199683] [DEBUG] [LOCAL     ] No optimal features file found for BBDO: ./output/feature-sets/BBDO.txt
[2025-10-13T23:53:40.199750] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:40.199789] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:40.199818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:40.199874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:40.217039] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:40.217607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:40.217712] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:40.217757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:40.250059] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:40.250169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:40.250207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:40.250237] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:40.253520] [DEBUG] [FORECASTER] BBDO: Forecast T+1@11:T+2@11: DOWN (p=6.72%)
[2025-10-13T23:53:40.253819] [INFO ] [FORECASTER] Completed predict_future for BBDO
[2025-10-13T23:53:40.253956] [INFO ] [sig       ] BBDO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:40.394427] [INFO ] [LOCAL     ] Saved forecast: BBDO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BBDO.txt
[2025-10-13T23:53:40.394634] [INFO ] [sig       ] [169/1810] Completed BBDO in 0.2s | 4.13 sym/s | Total: 40.9s | ETA: 6.6m
[2025-10-13T23:53:40.394715] [INFO ] [sig       ] [170/1810] Forecasting BBN...
[2025-10-13T23:53:40.394753] [INFO ] [sig       ] Generating forecast for: BBN
[2025-10-13T23:53:40.394787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBN' from 'https://tdm.silogroup.org/data/derivative_storage/BBN.csv'.
[2025-10-13T23:53:40.403463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBN'.
[2025-10-13T23:53:40.403754] [INFO ] [FORECASTER] Starting predict_future for BBN
[2025-10-13T23:53:40.428489] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:40.429190] [DEBUG] [LOCAL     ] No optimal features file found for BBN: ./output/feature-sets/BBN.txt
[2025-10-13T23:53:40.429247] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:40.429282] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:40.429310] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:40.429367] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:40.446908] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:40.447478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:40.447718] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:40.447768] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:40.480754] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:40.480886] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:40.480925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:40.480955] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:40.484158] [DEBUG] [FORECASTER] BBN: Forecast T+1@11:T+2@11: UP (p=90.34%)
[2025-10-13T23:53:40.484420] [INFO ] [FORECASTER] Completed predict_future for BBN
[2025-10-13T23:53:40.484551] [INFO ] [sig       ] BBN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:40.623401] [INFO ] [LOCAL     ] Saved forecast: BBN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBN.txt
[2025-10-13T23:53:40.623605] [INFO ] [sig       ] [170/1810] Completed BBN in 0.2s | 4.14 sym/s | Total: 41.1s | ETA: 6.6m
[2025-10-13T23:53:40.623675] [INFO ] [sig       ] [171/1810] Forecasting BBU...
[2025-10-13T23:53:40.623728] [INFO ] [sig       ] Generating forecast for: BBU
[2025-10-13T23:53:40.623765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBU' from 'https://tdm.silogroup.org/data/derivative_storage/BBU.csv'.
[2025-10-13T23:53:40.632636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBU'.
[2025-10-13T23:53:40.633024] [INFO ] [FORECASTER] Starting predict_future for BBU
[2025-10-13T23:53:40.657685] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:40.658390] [DEBUG] [LOCAL     ] No optimal features file found for BBU: ./output/feature-sets/BBU.txt
[2025-10-13T23:53:40.658444] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:40.658478] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:40.658506] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:40.658563] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:40.675414] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:40.675993] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:40.676074] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:40.676108] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:40.718698] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:40.718790] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:40.718826] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:40.718855] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:40.721908] [DEBUG] [FORECASTER] BBU: Forecast T+1@11:T+2@11: UP (p=97.77%)
[2025-10-13T23:53:40.722159] [INFO ] [FORECASTER] Completed predict_future for BBU
[2025-10-13T23:53:40.722286] [INFO ] [sig       ] BBU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:40.861897] [INFO ] [LOCAL     ] Saved forecast: BBU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBU.txt
[2025-10-13T23:53:40.862113] [INFO ] [sig       ] [171/1810] Completed BBU in 0.2s | 4.14 sym/s | Total: 41.3s | ETA: 6.6m
[2025-10-13T23:53:40.862156] [INFO ] [sig       ] [172/1810] Forecasting BBVA...
[2025-10-13T23:53:40.862187] [INFO ] [sig       ] Generating forecast for: BBVA
[2025-10-13T23:53:40.862264] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBVA' from 'https://tdm.silogroup.org/data/derivative_storage/BBVA.csv'.
[2025-10-13T23:53:40.871398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBVA'.
[2025-10-13T23:53:40.871705] [INFO ] [FORECASTER] Starting predict_future for BBVA
[2025-10-13T23:53:40.896521] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:40.897243] [DEBUG] [LOCAL     ] No optimal features file found for BBVA: ./output/feature-sets/BBVA.txt
[2025-10-13T23:53:40.897310] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:40.897345] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:40.897373] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:40.897434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:40.914536] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:40.915096] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:40.915176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:40.915218] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:40.948184] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:40.948334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:40.948373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:40.948403] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:40.951621] [DEBUG] [FORECASTER] BBVA: Forecast T+1@11:T+2@11: UP (p=57.15%)
[2025-10-13T23:53:40.951906] [INFO ] [FORECASTER] Completed predict_future for BBVA
[2025-10-13T23:53:40.952036] [INFO ] [sig       ] BBVA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:41.092134] [INFO ] [LOCAL     ] Saved forecast: BBVA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBVA.txt
[2025-10-13T23:53:41.092343] [INFO ] [sig       ] [172/1810] Completed BBVA in 0.2s | 4.14 sym/s | Total: 41.6s | ETA: 6.6m
[2025-10-13T23:53:41.092385] [INFO ] [sig       ] [173/1810] Forecasting BBW...
[2025-10-13T23:53:41.092416] [INFO ] [sig       ] Generating forecast for: BBW
[2025-10-13T23:53:41.092448] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBW' from 'https://tdm.silogroup.org/data/derivative_storage/BBW.csv'.
[2025-10-13T23:53:41.101835] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBW'.
[2025-10-13T23:53:41.102185] [INFO ] [FORECASTER] Starting predict_future for BBW
[2025-10-13T23:53:41.127924] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:41.128615] [DEBUG] [LOCAL     ] No optimal features file found for BBW: ./output/feature-sets/BBW.txt
[2025-10-13T23:53:41.128699] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:41.128746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:41.128777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:41.128837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:41.147419] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:41.148037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:41.148120] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:41.148163] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:41.185421] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:41.185519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:41.185557] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:41.185586] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:41.188885] [DEBUG] [FORECASTER] BBW: Forecast T+1@11:T+2@11: DOWN (p=5.90%)
[2025-10-13T23:53:41.189144] [INFO ] [FORECASTER] Completed predict_future for BBW
[2025-10-13T23:53:41.189284] [INFO ] [sig       ] BBW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:41.335066] [INFO ] [LOCAL     ] Saved forecast: BBW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BBW.txt
[2025-10-13T23:53:41.335372] [INFO ] [sig       ] [173/1810] Completed BBW in 0.2s | 4.14 sym/s | Total: 41.8s | ETA: 6.6m
[2025-10-13T23:53:41.335418] [INFO ] [sig       ] [174/1810] Forecasting BBWI...
[2025-10-13T23:53:41.335449] [INFO ] [sig       ] Generating forecast for: BBWI
[2025-10-13T23:53:41.335482] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBWI' from 'https://tdm.silogroup.org/data/derivative_storage/BBWI.csv'.
[2025-10-13T23:53:41.345477] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBWI'.
[2025-10-13T23:53:41.345917] [INFO ] [FORECASTER] Starting predict_future for BBWI
[2025-10-13T23:53:41.371664] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:41.372472] [DEBUG] [LOCAL     ] No optimal features file found for BBWI: ./output/feature-sets/BBWI.txt
[2025-10-13T23:53:41.372529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:41.372566] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:41.372616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:41.372703] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:41.390166] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:41.391094] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:41.391183] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:41.391217] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:41.427368] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:41.427527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:41.427585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:41.427618] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:41.430908] [DEBUG] [FORECASTER] BBWI: Forecast T+1@11:T+2@11: UP (p=83.31%)
[2025-10-13T23:53:41.431169] [INFO ] [FORECASTER] Completed predict_future for BBWI
[2025-10-13T23:53:41.431301] [INFO ] [sig       ] BBWI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:41.570777] [INFO ] [LOCAL     ] Saved forecast: BBWI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BBWI.txt
[2025-10-13T23:53:41.570988] [INFO ] [sig       ] [174/1810] Completed BBWI in 0.2s | 4.14 sym/s | Total: 42.1s | ETA: 6.6m
[2025-10-13T23:53:41.571030] [INFO ] [sig       ] [175/1810] Forecasting BBY...
[2025-10-13T23:53:41.571061] [INFO ] [sig       ] Generating forecast for: BBY
[2025-10-13T23:53:41.571095] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BBY' from 'https://tdm.silogroup.org/data/derivative_storage/BBY.csv'.
[2025-10-13T23:53:41.580235] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BBY'.
[2025-10-13T23:53:41.580604] [INFO ] [FORECASTER] Starting predict_future for BBY
[2025-10-13T23:53:41.605477] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:41.606215] [DEBUG] [LOCAL     ] No optimal features file found for BBY: ./output/feature-sets/BBY.txt
[2025-10-13T23:53:41.606304] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:41.606347] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:41.606376] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:41.606432] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:41.623449] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:41.624047] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:41.624128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:41.624163] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:41.663573] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:41.663761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:41.663812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:41.663842] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:41.667231] [DEBUG] [FORECASTER] BBY: Forecast T+1@11:T+2@11: DOWN (p=12.68%)
[2025-10-13T23:53:41.667519] [INFO ] [FORECASTER] Completed predict_future for BBY
[2025-10-13T23:53:41.667700] [INFO ] [sig       ] BBY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:41.832667] [INFO ] [LOCAL     ] Saved forecast: BBY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BBY.txt
[2025-10-13T23:53:41.832922] [INFO ] [sig       ] [175/1810] Completed BBY in 0.3s | 4.14 sym/s | Total: 42.3s | ETA: 6.6m
[2025-10-13T23:53:41.832968] [INFO ] [sig       ] [176/1810] Forecasting BC...
[2025-10-13T23:53:41.833000] [INFO ] [sig       ] Generating forecast for: BC
[2025-10-13T23:53:41.833033] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BC' from 'https://tdm.silogroup.org/data/derivative_storage/BC.csv'.
[2025-10-13T23:53:41.842447] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BC'.
[2025-10-13T23:53:41.842855] [INFO ] [FORECASTER] Starting predict_future for BC
[2025-10-13T23:53:41.868544] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:41.869304] [DEBUG] [LOCAL     ] No optimal features file found for BC: ./output/feature-sets/BC.txt
[2025-10-13T23:53:41.869361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:41.869396] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:41.869425] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:41.869483] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:41.886807] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:41.887395] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:41.887476] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:41.887568] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:41.926136] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:41.926226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:41.926263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:41.926291] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:41.929458] [DEBUG] [FORECASTER] BC: Forecast T+1@11:T+2@11: DOWN (p=49.73%)
[2025-10-13T23:53:41.929754] [INFO ] [FORECASTER] Completed predict_future for BC
[2025-10-13T23:53:41.929896] [INFO ] [sig       ] BC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:42.070113] [INFO ] [LOCAL     ] Saved forecast: BC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BC.txt
[2025-10-13T23:53:42.070318] [INFO ] [sig       ] [176/1810] Completed BC in 0.2s | 4.14 sym/s | Total: 42.6s | ETA: 6.6m
[2025-10-13T23:53:42.070361] [INFO ] [sig       ] [177/1810] Forecasting BCAT...
[2025-10-13T23:53:42.070392] [INFO ] [sig       ] Generating forecast for: BCAT
[2025-10-13T23:53:42.070425] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCAT' from 'https://tdm.silogroup.org/data/derivative_storage/BCAT.csv'.
[2025-10-13T23:53:42.079946] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCAT'.
[2025-10-13T23:53:42.080390] [INFO ] [FORECASTER] Starting predict_future for BCAT
[2025-10-13T23:53:42.106436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:42.107241] [DEBUG] [LOCAL     ] No optimal features file found for BCAT: ./output/feature-sets/BCAT.txt
[2025-10-13T23:53:42.107302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:42.107339] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:42.107369] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:42.107428] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:42.124989] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:42.125539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:42.125622] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:42.125691] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:42.159868] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:42.159969] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:42.160008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:42.160037] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:42.163239] [DEBUG] [FORECASTER] BCAT: Forecast T+1@11:T+2@11: DOWN (p=6.68%)
[2025-10-13T23:53:42.163502] [INFO ] [FORECASTER] Completed predict_future for BCAT
[2025-10-13T23:53:42.163661] [INFO ] [sig       ] BCAT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:42.308681] [INFO ] [LOCAL     ] Saved forecast: BCAT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BCAT.txt
[2025-10-13T23:53:42.308916] [INFO ] [sig       ] [177/1810] Completed BCAT in 0.2s | 4.14 sym/s | Total: 42.8s | ETA: 6.6m
[2025-10-13T23:53:42.308961] [INFO ] [sig       ] [178/1810] Forecasting BCH...
[2025-10-13T23:53:42.308993] [INFO ] [sig       ] Generating forecast for: BCH
[2025-10-13T23:53:42.309027] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCH' from 'https://tdm.silogroup.org/data/derivative_storage/BCH.csv'.
[2025-10-13T23:53:42.318498] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCH'.
[2025-10-13T23:53:42.318874] [INFO ] [FORECASTER] Starting predict_future for BCH
[2025-10-13T23:53:42.343585] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:42.344283] [DEBUG] [LOCAL     ] No optimal features file found for BCH: ./output/feature-sets/BCH.txt
[2025-10-13T23:53:42.344337] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:42.344371] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:42.344400] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:42.344456] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:42.361381] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:42.361947] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:42.362061] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:42.362101] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:42.403509] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:42.403628] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:42.403704] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:42.403745] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:42.406902] [DEBUG] [FORECASTER] BCH: Forecast T+1@11:T+2@11: DOWN (p=37.85%)
[2025-10-13T23:53:42.407157] [INFO ] [FORECASTER] Completed predict_future for BCH
[2025-10-13T23:53:42.407301] [INFO ] [sig       ] BCH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:42.552330] [INFO ] [LOCAL     ] Saved forecast: BCH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BCH.txt
[2025-10-13T23:53:42.552696] [INFO ] [sig       ] [178/1810] Completed BCH in 0.2s | 4.14 sym/s | Total: 43.0s | ETA: 6.6m
[2025-10-13T23:53:42.552780] [INFO ] [sig       ] [179/1810] Forecasting BCO...
[2025-10-13T23:53:42.552836] [INFO ] [sig       ] Generating forecast for: BCO
[2025-10-13T23:53:42.552893] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCO' from 'https://tdm.silogroup.org/data/derivative_storage/BCO.csv'.
[2025-10-13T23:53:42.563468] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCO'.
[2025-10-13T23:53:42.563843] [INFO ] [FORECASTER] Starting predict_future for BCO
[2025-10-13T23:53:42.589021] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:42.589769] [DEBUG] [LOCAL     ] No optimal features file found for BCO: ./output/feature-sets/BCO.txt
[2025-10-13T23:53:42.589829] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:42.589864] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:42.589892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:42.589949] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:42.607533] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:42.608259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:42.608349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:42.608385] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:42.652518] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:42.652632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:42.652753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:42.652804] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:42.655961] [DEBUG] [FORECASTER] BCO: Forecast T+1@11:T+2@11: DOWN (p=6.84%)
[2025-10-13T23:53:42.656217] [INFO ] [FORECASTER] Completed predict_future for BCO
[2025-10-13T23:53:42.656352] [INFO ] [sig       ] BCO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:42.797048] [INFO ] [LOCAL     ] Saved forecast: BCO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BCO.txt
[2025-10-13T23:53:42.797288] [INFO ] [sig       ] [179/1810] Completed BCO in 0.2s | 4.14 sym/s | Total: 43.3s | ETA: 6.6m
[2025-10-13T23:53:42.797331] [INFO ] [sig       ] [180/1810] Forecasting BCS...
[2025-10-13T23:53:42.797362] [INFO ] [sig       ] Generating forecast for: BCS
[2025-10-13T23:53:42.797395] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCS' from 'https://tdm.silogroup.org/data/derivative_storage/BCS.csv'.
[2025-10-13T23:53:42.806550] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCS'.
[2025-10-13T23:53:42.806858] [INFO ] [FORECASTER] Starting predict_future for BCS
[2025-10-13T23:53:42.832156] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:42.832951] [DEBUG] [LOCAL     ] No optimal features file found for BCS: ./output/feature-sets/BCS.txt
[2025-10-13T23:53:42.833010] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:42.833045] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:42.833073] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:42.833131] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:42.850398] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:42.851029] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:42.851113] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:42.851149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:42.889736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:42.889833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:42.889872] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:42.889903] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:42.893063] [DEBUG] [FORECASTER] BCS: Forecast T+1@11:T+2@11: DOWN (p=24.86%)
[2025-10-13T23:53:42.893367] [INFO ] [FORECASTER] Completed predict_future for BCS
[2025-10-13T23:53:42.893518] [INFO ] [sig       ] BCS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:43.035225] [INFO ] [LOCAL     ] Saved forecast: BCS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BCS.txt
[2025-10-13T23:53:43.035457] [INFO ] [sig       ] [180/1810] Completed BCS in 0.2s | 4.14 sym/s | Total: 43.5s | ETA: 6.6m
[2025-10-13T23:53:43.035503] [INFO ] [sig       ] [181/1810] Forecasting BCSF...
[2025-10-13T23:53:43.035535] [INFO ] [sig       ] Generating forecast for: BCSF
[2025-10-13T23:53:43.035568] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BCSF' from 'https://tdm.silogroup.org/data/derivative_storage/BCSF.csv'.
[2025-10-13T23:53:43.044678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BCSF'.
[2025-10-13T23:53:43.044981] [INFO ] [FORECASTER] Starting predict_future for BCSF
[2025-10-13T23:53:43.070308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:43.071073] [DEBUG] [LOCAL     ] No optimal features file found for BCSF: ./output/feature-sets/BCSF.txt
[2025-10-13T23:53:43.071131] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:43.071166] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:43.071213] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:43.071278] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:43.088853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:43.089405] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:43.089487] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:43.089522] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:43.129512] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:43.129606] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:43.129669] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:43.129724] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:43.136400] [DEBUG] [FORECASTER] BCSF: Forecast T+1@11:T+2@11: UP (p=68.06%)
[2025-10-13T23:53:43.136699] [INFO ] [FORECASTER] Completed predict_future for BCSF
[2025-10-13T23:53:43.136852] [INFO ] [sig       ] BCSF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:43.300626] [INFO ] [LOCAL     ] Saved forecast: BCSF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BCSF.txt
[2025-10-13T23:53:43.300918] [INFO ] [sig       ] [181/1810] Completed BCSF in 0.3s | 4.13 sym/s | Total: 43.8s | ETA: 6.6m
[2025-10-13T23:53:43.300966] [INFO ] [sig       ] [182/1810] Forecasting BDC...
[2025-10-13T23:53:43.300998] [INFO ] [sig       ] Generating forecast for: BDC
[2025-10-13T23:53:43.301033] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDC' from 'https://tdm.silogroup.org/data/derivative_storage/BDC.csv'.
[2025-10-13T23:53:43.310440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDC'.
[2025-10-13T23:53:43.310740] [INFO ] [FORECASTER] Starting predict_future for BDC
[2025-10-13T23:53:43.335677] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:43.336377] [DEBUG] [LOCAL     ] No optimal features file found for BDC: ./output/feature-sets/BDC.txt
[2025-10-13T23:53:43.336432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:43.336465] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:43.336493] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:43.336549] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:43.353839] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:43.354403] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:43.354483] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:43.354517] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:43.394875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:43.394994] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:43.395032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:43.395061] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:43.398272] [DEBUG] [FORECASTER] BDC: Forecast T+1@11:T+2@11: DOWN (p=46.91%)
[2025-10-13T23:53:43.398533] [INFO ] [FORECASTER] Completed predict_future for BDC
[2025-10-13T23:53:43.398700] [INFO ] [sig       ] BDC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:43.545511] [INFO ] [LOCAL     ] Saved forecast: BDC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BDC.txt
[2025-10-13T23:53:43.545744] [INFO ] [sig       ] [182/1810] Completed BDC in 0.2s | 4.13 sym/s | Total: 44.0s | ETA: 6.6m
[2025-10-13T23:53:43.545805] [INFO ] [sig       ] [183/1810] Forecasting BDJ...
[2025-10-13T23:53:43.545839] [INFO ] [sig       ] Generating forecast for: BDJ
[2025-10-13T23:53:43.545871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDJ' from 'https://tdm.silogroup.org/data/derivative_storage/BDJ.csv'.
[2025-10-13T23:53:43.555268] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDJ'.
[2025-10-13T23:53:43.555699] [INFO ] [FORECASTER] Starting predict_future for BDJ
[2025-10-13T23:53:43.583260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:43.584122] [DEBUG] [LOCAL     ] No optimal features file found for BDJ: ./output/feature-sets/BDJ.txt
[2025-10-13T23:53:43.584180] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:43.584217] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:43.584248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:43.584307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:43.602312] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:43.603083] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:43.603172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:43.603208] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:43.641448] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:43.641630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:43.641715] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:43.641754] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:43.645262] [DEBUG] [FORECASTER] BDJ: Forecast T+1@11:T+2@11: DOWN (p=30.38%)
[2025-10-13T23:53:43.645563] [INFO ] [FORECASTER] Completed predict_future for BDJ
[2025-10-13T23:53:43.645750] [INFO ] [sig       ] BDJ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:43.788661] [INFO ] [LOCAL     ] Saved forecast: BDJ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BDJ.txt
[2025-10-13T23:53:43.788930] [INFO ] [sig       ] [183/1810] Completed BDJ in 0.2s | 4.13 sym/s | Total: 44.3s | ETA: 6.6m
[2025-10-13T23:53:43.788975] [INFO ] [sig       ] [184/1810] Forecasting BDN...
[2025-10-13T23:53:43.789007] [INFO ] [sig       ] Generating forecast for: BDN
[2025-10-13T23:53:43.789039] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDN' from 'https://tdm.silogroup.org/data/derivative_storage/BDN.csv'.
[2025-10-13T23:53:43.797750] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDN'.
[2025-10-13T23:53:43.798045] [INFO ] [FORECASTER] Starting predict_future for BDN
[2025-10-13T23:53:43.823090] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:43.823880] [DEBUG] [LOCAL     ] No optimal features file found for BDN: ./output/feature-sets/BDN.txt
[2025-10-13T23:53:43.823936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:43.823972] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:43.824002] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:43.824060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:43.841609] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:43.842194] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:43.842275] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:43.842310] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:43.882187] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:43.882323] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:43.882362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:43.882392] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:43.885681] [DEBUG] [FORECASTER] BDN: Forecast T+1@11:T+2@11: DOWN (p=5.72%)
[2025-10-13T23:53:43.885947] [INFO ] [FORECASTER] Completed predict_future for BDN
[2025-10-13T23:53:43.886085] [INFO ] [sig       ] BDN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:44.026915] [INFO ] [LOCAL     ] Saved forecast: BDN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BDN.txt
[2025-10-13T23:53:44.027165] [INFO ] [sig       ] [184/1810] Completed BDN in 0.2s | 4.13 sym/s | Total: 44.5s | ETA: 6.6m
[2025-10-13T23:53:44.027254] [INFO ] [sig       ] [185/1810] Forecasting BDX...
[2025-10-13T23:53:44.027294] [INFO ] [sig       ] Generating forecast for: BDX
[2025-10-13T23:53:44.027328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BDX' from 'https://tdm.silogroup.org/data/derivative_storage/BDX.csv'.
[2025-10-13T23:53:44.036252] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BDX'.
[2025-10-13T23:53:44.036519] [INFO ] [FORECASTER] Starting predict_future for BDX
[2025-10-13T23:53:44.061306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:44.062051] [DEBUG] [LOCAL     ] No optimal features file found for BDX: ./output/feature-sets/BDX.txt
[2025-10-13T23:53:44.062106] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:44.062140] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:44.062169] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:44.062225] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:44.084744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:44.085745] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:44.085843] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:44.085883] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:44.124690] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:44.124833] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:44.124873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:44.124902] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:44.128200] [DEBUG] [FORECASTER] BDX: Forecast T+1@11:T+2@11: DOWN (p=27.22%)
[2025-10-13T23:53:44.128457] [INFO ] [FORECASTER] Completed predict_future for BDX
[2025-10-13T23:53:44.128594] [INFO ] [sig       ] BDX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:44.278528] [INFO ] [LOCAL     ] Saved forecast: BDX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BDX.txt
[2025-10-13T23:53:44.278815] [INFO ] [sig       ] [185/1810] Completed BDX in 0.3s | 4.13 sym/s | Total: 44.8s | ETA: 6.6m
[2025-10-13T23:53:44.278879] [INFO ] [sig       ] [186/1810] Forecasting BE...
[2025-10-13T23:53:44.278914] [INFO ] [sig       ] Generating forecast for: BE
[2025-10-13T23:53:44.278949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BE' from 'https://tdm.silogroup.org/data/derivative_storage/BE.csv'.
[2025-10-13T23:53:44.290457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BE'.
[2025-10-13T23:53:44.290876] [INFO ] [FORECASTER] Starting predict_future for BE
[2025-10-13T23:53:44.321330] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:44.322167] [DEBUG] [LOCAL     ] No optimal features file found for BE: ./output/feature-sets/BE.txt
[2025-10-13T23:53:44.322225] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:44.322264] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:44.322296] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:44.322354] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:44.340039] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:44.340688] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:44.340778] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:44.340813] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:44.381702] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:44.381864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:44.381959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:44.382009] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:44.385386] [DEBUG] [FORECASTER] BE: Forecast T+1@11:T+2@11: UP (p=63.72%)
[2025-10-13T23:53:44.385673] [INFO ] [FORECASTER] Completed predict_future for BE
[2025-10-13T23:53:44.385826] [INFO ] [sig       ] BE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:44.539260] [INFO ] [LOCAL     ] Saved forecast: BE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BE.txt
[2025-10-13T23:53:44.539488] [INFO ] [sig       ] [186/1810] Completed BE in 0.3s | 4.13 sym/s | Total: 45.0s | ETA: 6.6m
[2025-10-13T23:53:44.539531] [INFO ] [sig       ] [187/1810] Forecasting BEKE...
[2025-10-13T23:53:44.539564] [INFO ] [sig       ] Generating forecast for: BEKE
[2025-10-13T23:53:44.539599] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEKE' from 'https://tdm.silogroup.org/data/derivative_storage/BEKE.csv'.
[2025-10-13T23:53:44.549011] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEKE'.
[2025-10-13T23:53:44.549307] [INFO ] [FORECASTER] Starting predict_future for BEKE
[2025-10-13T23:53:44.575361] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:44.576174] [DEBUG] [LOCAL     ] No optimal features file found for BEKE: ./output/feature-sets/BEKE.txt
[2025-10-13T23:53:44.576231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:44.576270] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:44.576301] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:44.576359] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:44.594183] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:44.594778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:44.594864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:44.594898] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:44.634381] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:44.634511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:44.634554] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:44.634585] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:44.639360] [DEBUG] [FORECASTER] BEKE: Forecast T+1@11:T+2@11: UP (p=61.71%)
[2025-10-13T23:53:44.639841] [INFO ] [FORECASTER] Completed predict_future for BEKE
[2025-10-13T23:53:44.640008] [INFO ] [sig       ] BEKE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:44.791391] [INFO ] [LOCAL     ] Saved forecast: BEKE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BEKE.txt
[2025-10-13T23:53:44.791621] [INFO ] [sig       ] [187/1810] Completed BEKE in 0.3s | 4.13 sym/s | Total: 45.3s | ETA: 6.5m
[2025-10-13T23:53:44.791699] [INFO ] [sig       ] [188/1810] Forecasting BEN...
[2025-10-13T23:53:44.791744] [INFO ] [sig       ] Generating forecast for: BEN
[2025-10-13T23:53:44.791780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEN' from 'https://tdm.silogroup.org/data/derivative_storage/BEN.csv'.
[2025-10-13T23:53:44.800606] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEN'.
[2025-10-13T23:53:44.800917] [INFO ] [FORECASTER] Starting predict_future for BEN
[2025-10-13T23:53:44.826819] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:44.827538] [DEBUG] [LOCAL     ] No optimal features file found for BEN: ./output/feature-sets/BEN.txt
[2025-10-13T23:53:44.827598] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:44.827633] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:44.827702] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:44.827785] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:44.845841] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:44.846407] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:44.846495] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:44.846531] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:44.890780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:44.890890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:44.890944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:44.890976] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:44.894327] [DEBUG] [FORECASTER] BEN: Forecast T+1@11:T+2@11: UP (p=67.33%)
[2025-10-13T23:53:44.894587] [INFO ] [FORECASTER] Completed predict_future for BEN
[2025-10-13T23:53:44.894771] [INFO ] [sig       ] BEN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:45.037169] [INFO ] [LOCAL     ] Saved forecast: BEN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BEN.txt
[2025-10-13T23:53:45.037401] [INFO ] [sig       ] [188/1810] Completed BEN in 0.2s | 4.13 sym/s | Total: 45.5s | ETA: 6.5m
[2025-10-13T23:53:45.037462] [INFO ] [sig       ] [189/1810] Forecasting BEP...
[2025-10-13T23:53:45.037521] [INFO ] [sig       ] Generating forecast for: BEP
[2025-10-13T23:53:45.037591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEP' from 'https://tdm.silogroup.org/data/derivative_storage/BEP.csv'.
[2025-10-13T23:53:45.047021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEP'.
[2025-10-13T23:53:45.047309] [INFO ] [FORECASTER] Starting predict_future for BEP
[2025-10-13T23:53:45.072593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:45.073295] [DEBUG] [LOCAL     ] No optimal features file found for BEP: ./output/feature-sets/BEP.txt
[2025-10-13T23:53:45.073351] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:45.073385] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:45.073413] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:45.073472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:45.091623] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:45.092227] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:45.092309] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:45.092345] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:45.132578] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:45.132686] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:45.132739] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:45.132771] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:45.136026] [DEBUG] [FORECASTER] BEP: Forecast T+1@11:T+2@11: DOWN (p=15.70%)
[2025-10-13T23:53:45.136293] [INFO ] [FORECASTER] Completed predict_future for BEP
[2025-10-13T23:53:45.136440] [INFO ] [sig       ] BEP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:45.280151] [INFO ] [LOCAL     ] Saved forecast: BEP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BEP.txt
[2025-10-13T23:53:45.280393] [INFO ] [sig       ] [189/1810] Completed BEP in 0.2s | 4.13 sym/s | Total: 45.8s | ETA: 6.5m
[2025-10-13T23:53:45.280439] [INFO ] [sig       ] [190/1810] Forecasting BEPH...
[2025-10-13T23:53:45.280470] [INFO ] [sig       ] Generating forecast for: BEPH
[2025-10-13T23:53:45.280504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPH' from 'https://tdm.silogroup.org/data/derivative_storage/BEPH.csv'.
[2025-10-13T23:53:45.289357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPH'.
[2025-10-13T23:53:45.289618] [INFO ] [FORECASTER] Starting predict_future for BEPH
[2025-10-13T23:53:45.315463] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:45.316182] [DEBUG] [LOCAL     ] No optimal features file found for BEPH: ./output/feature-sets/BEPH.txt
[2025-10-13T23:53:45.316238] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:45.316272] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:45.316301] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:45.316359] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:45.333781] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:45.334346] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:45.334432] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:45.334466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:45.369562] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:45.369675] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:45.369730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:45.369762] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:45.372816] [DEBUG] [FORECASTER] BEPH: Forecast T+1@11:T+2@11: UP (p=85.90%)
[2025-10-13T23:53:45.373066] [INFO ] [FORECASTER] Completed predict_future for BEPH
[2025-10-13T23:53:45.373201] [INFO ] [sig       ] BEPH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:45.517969] [INFO ] [LOCAL     ] Saved forecast: BEPH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BEPH.txt
[2025-10-13T23:53:45.518179] [INFO ] [sig       ] [190/1810] Completed BEPH in 0.2s | 4.13 sym/s | Total: 46.0s | ETA: 6.5m
[2025-10-13T23:53:45.518222] [INFO ] [sig       ] [191/1810] Forecasting BEPI...
[2025-10-13T23:53:45.518253] [INFO ] [sig       ] Generating forecast for: BEPI
[2025-10-13T23:53:45.518286] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPI' from 'https://tdm.silogroup.org/data/derivative_storage/BEPI.csv'.
[2025-10-13T23:53:45.527489] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPI'.
[2025-10-13T23:53:45.527903] [INFO ] [FORECASTER] Starting predict_future for BEPI
[2025-10-13T23:53:45.552694] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:45.553414] [DEBUG] [LOCAL     ] No optimal features file found for BEPI: ./output/feature-sets/BEPI.txt
[2025-10-13T23:53:45.553471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:45.553504] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:45.553532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:45.553665] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:45.571283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:45.571889] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:45.571973] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:45.572008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:45.609061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:45.609240] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:45.609284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:45.609315] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:45.612923] [DEBUG] [FORECASTER] BEPI: Forecast T+1@11:T+2@11: DOWN (p=35.83%)
[2025-10-13T23:53:45.613203] [INFO ] [FORECASTER] Completed predict_future for BEPI
[2025-10-13T23:53:45.613347] [INFO ] [sig       ] BEPI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:45.752768] [INFO ] [LOCAL     ] Saved forecast: BEPI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BEPI.txt
[2025-10-13T23:53:45.753041] [INFO ] [sig       ] [191/1810] Completed BEPI in 0.2s | 4.13 sym/s | Total: 46.2s | ETA: 6.5m
[2025-10-13T23:53:45.753087] [INFO ] [sig       ] [192/1810] Forecasting BEPJ...
[2025-10-13T23:53:45.753119] [INFO ] [sig       ] Generating forecast for: BEPJ
[2025-10-13T23:53:45.753151] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BEPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BEPJ.csv'.
[2025-10-13T23:53:45.761688] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BEPJ'.
[2025-10-13T23:53:45.761996] [INFO ] [FORECASTER] Starting predict_future for BEPJ
[2025-10-13T23:53:45.787288] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:45.788202] [DEBUG] [LOCAL     ] No optimal features file found for BEPJ: ./output/feature-sets/BEPJ.txt
[2025-10-13T23:53:45.788262] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:45.788299] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:45.788328] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:45.788388] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:45.805602] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:45.806209] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:45.806296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:45.806333] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:45.839053] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:45.839152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:45.839190] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:45.839220] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:45.842267] [DEBUG] [FORECASTER] BEPJ: Forecast T+1@11:T+2@11: UP (p=94.04%)
[2025-10-13T23:53:45.842522] [INFO ] [FORECASTER] Completed predict_future for BEPJ
[2025-10-13T23:53:45.842680] [INFO ] [sig       ] BEPJ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:45.984232] [INFO ] [LOCAL     ] Saved forecast: BEPJ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BEPJ.txt
[2025-10-13T23:53:45.984498] [INFO ] [sig       ] [192/1810] Completed BEPJ in 0.2s | 4.13 sym/s | Total: 46.5s | ETA: 6.5m
[2025-10-13T23:53:45.984561] [INFO ] [sig       ] [193/1810] Forecasting BFAM...
[2025-10-13T23:53:45.984596] [INFO ] [sig       ] Generating forecast for: BFAM
[2025-10-13T23:53:45.984663] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFAM' from 'https://tdm.silogroup.org/data/derivative_storage/BFAM.csv'.
[2025-10-13T23:53:45.993898] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFAM'.
[2025-10-13T23:53:45.994240] [INFO ] [FORECASTER] Starting predict_future for BFAM
[2025-10-13T23:53:46.019307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:46.020098] [DEBUG] [LOCAL     ] No optimal features file found for BFAM: ./output/feature-sets/BFAM.txt
[2025-10-13T23:53:46.020158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:46.020205] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:46.020261] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:46.020332] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:46.037062] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:46.038097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:46.038338] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:46.038395] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:46.076071] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:46.076175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:46.076257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:46.076288] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:46.079526] [DEBUG] [FORECASTER] BFAM: Forecast T+1@11:T+2@11: DOWN (p=0.36%)
[2025-10-13T23:53:46.079831] [INFO ] [FORECASTER] Completed predict_future for BFAM
[2025-10-13T23:53:46.079976] [INFO ] [sig       ] BFAM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:46.223011] [INFO ] [LOCAL     ] Saved forecast: BFAM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BFAM.txt
[2025-10-13T23:53:46.223236] [INFO ] [sig       ] [193/1810] Completed BFAM in 0.2s | 4.13 sym/s | Total: 46.7s | ETA: 6.5m
[2025-10-13T23:53:46.223278] [INFO ] [sig       ] [194/1810] Forecasting BFH...
[2025-10-13T23:53:46.223309] [INFO ] [sig       ] Generating forecast for: BFH
[2025-10-13T23:53:46.223342] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFH' from 'https://tdm.silogroup.org/data/derivative_storage/BFH.csv'.
[2025-10-13T23:53:46.232926] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFH'.
[2025-10-13T23:53:46.233412] [INFO ] [FORECASTER] Starting predict_future for BFH
[2025-10-13T23:53:46.258981] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:46.259822] [DEBUG] [LOCAL     ] No optimal features file found for BFH: ./output/feature-sets/BFH.txt
[2025-10-13T23:53:46.259879] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:46.259915] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:46.259943] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:46.260000] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:46.277276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:46.278281] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:46.278386] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:46.278427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:46.312876] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:46.313004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:46.313078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:46.313110] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:46.319118] [DEBUG] [FORECASTER] BFH: Forecast T+1@11:T+2@11: DOWN (p=13.05%)
[2025-10-13T23:53:46.319388] [INFO ] [FORECASTER] Completed predict_future for BFH
[2025-10-13T23:53:46.319520] [INFO ] [sig       ] BFH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:46.459953] [INFO ] [LOCAL     ] Saved forecast: BFH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BFH.txt
[2025-10-13T23:53:46.460199] [INFO ] [sig       ] [194/1810] Completed BFH in 0.2s | 4.13 sym/s | Total: 46.9s | ETA: 6.5m
[2025-10-13T23:53:46.460243] [INFO ] [sig       ] [195/1810] Forecasting BFK...
[2025-10-13T23:53:46.460279] [INFO ] [sig       ] Generating forecast for: BFK
[2025-10-13T23:53:46.460317] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFK' from 'https://tdm.silogroup.org/data/derivative_storage/BFK.csv'.
[2025-10-13T23:53:46.469479] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFK'.
[2025-10-13T23:53:46.469820] [INFO ] [FORECASTER] Starting predict_future for BFK
[2025-10-13T23:53:46.497180] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:46.498228] [DEBUG] [LOCAL     ] No optimal features file found for BFK: ./output/feature-sets/BFK.txt
[2025-10-13T23:53:46.498294] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:46.498339] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:46.498397] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:46.498555] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:46.518491] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:46.519132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:46.519215] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:46.519249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:46.551900] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:46.552000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:46.552037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:46.552066] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:46.555478] [DEBUG] [FORECASTER] BFK: Forecast T+1@11:T+2@11: DOWN (p=23.25%)
[2025-10-13T23:53:46.555786] [INFO ] [FORECASTER] Completed predict_future for BFK
[2025-10-13T23:53:46.555987] [INFO ] [sig       ] BFK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:46.718837] [INFO ] [LOCAL     ] Saved forecast: BFK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BFK.txt
[2025-10-13T23:53:46.719062] [INFO ] [sig       ] [195/1810] Completed BFK in 0.3s | 4.13 sym/s | Total: 47.2s | ETA: 6.5m
[2025-10-13T23:53:46.719106] [INFO ] [sig       ] [196/1810] Forecasting BFLY...
[2025-10-13T23:53:46.719138] [INFO ] [sig       ] Generating forecast for: BFLY
[2025-10-13T23:53:46.719170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFLY' from 'https://tdm.silogroup.org/data/derivative_storage/BFLY.csv'.
[2025-10-13T23:53:46.727761] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFLY'.
[2025-10-13T23:53:46.728073] [INFO ] [FORECASTER] Starting predict_future for BFLY
[2025-10-13T23:53:46.752498] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:46.753208] [DEBUG] [LOCAL     ] No optimal features file found for BFLY: ./output/feature-sets/BFLY.txt
[2025-10-13T23:53:46.753263] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:46.753297] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:46.753326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:46.753382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:46.770528] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:46.771116] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:46.771199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:46.771233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:46.799919] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:46.800038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:46.800077] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:46.800108] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:46.803245] [DEBUG] [FORECASTER] BFLY: Forecast T+1@11:T+2@11: DOWN (p=7.80%)
[2025-10-13T23:53:46.803501] [INFO ] [FORECASTER] Completed predict_future for BFLY
[2025-10-13T23:53:46.803629] [INFO ] [sig       ] BFLY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:46.941951] [INFO ] [LOCAL     ] Saved forecast: BFLY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BFLY.txt
[2025-10-13T23:53:46.942164] [INFO ] [sig       ] [196/1810] Completed BFLY in 0.2s | 4.13 sym/s | Total: 47.4s | ETA: 6.5m
[2025-10-13T23:53:46.942206] [INFO ] [sig       ] [197/1810] Forecasting BFS...
[2025-10-13T23:53:46.942237] [INFO ] [sig       ] Generating forecast for: BFS
[2025-10-13T23:53:46.942269] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFS' from 'https://tdm.silogroup.org/data/derivative_storage/BFS.csv'.
[2025-10-13T23:53:46.950426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFS'.
[2025-10-13T23:53:46.950739] [INFO ] [FORECASTER] Starting predict_future for BFS
[2025-10-13T23:53:46.975262] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:46.975985] [DEBUG] [LOCAL     ] No optimal features file found for BFS: ./output/feature-sets/BFS.txt
[2025-10-13T23:53:46.976041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:46.976076] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:46.976105] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:46.976162] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:46.993126] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:46.993727] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:46.993809] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:46.993844] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:47.023280] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:47.023413] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:47.023452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:47.023483] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:47.026738] [DEBUG] [FORECASTER] BFS: Forecast T+1@11:T+2@11: DOWN (p=4.88%)
[2025-10-13T23:53:47.026998] [INFO ] [FORECASTER] Completed predict_future for BFS
[2025-10-13T23:53:47.027127] [INFO ] [sig       ] BFS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:47.165445] [INFO ] [LOCAL     ] Saved forecast: BFS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BFS.txt
[2025-10-13T23:53:47.165801] [INFO ] [sig       ] [197/1810] Completed BFS in 0.2s | 4.13 sym/s | Total: 47.7s | ETA: 6.5m
[2025-10-13T23:53:47.165864] [INFO ] [sig       ] [198/1810] Forecasting BFZ...
[2025-10-13T23:53:47.165899] [INFO ] [sig       ] Generating forecast for: BFZ
[2025-10-13T23:53:47.165933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BFZ' from 'https://tdm.silogroup.org/data/derivative_storage/BFZ.csv'.
[2025-10-13T23:53:47.174373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BFZ'.
[2025-10-13T23:53:47.174765] [INFO ] [FORECASTER] Starting predict_future for BFZ
[2025-10-13T23:53:47.199941] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:47.200796] [DEBUG] [LOCAL     ] No optimal features file found for BFZ: ./output/feature-sets/BFZ.txt
[2025-10-13T23:53:47.200856] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:47.200891] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:47.200920] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:47.201022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:47.218098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:47.218945] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:47.219030] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:47.219064] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:47.247875] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:47.247971] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:47.248009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:47.248037] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:47.251093] [DEBUG] [FORECASTER] BFZ: Forecast T+1@11:T+2@11: UP (p=68.71%)
[2025-10-13T23:53:47.251355] [INFO ] [FORECASTER] Completed predict_future for BFZ
[2025-10-13T23:53:47.251484] [INFO ] [sig       ] BFZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:47.396420] [INFO ] [LOCAL     ] Saved forecast: BFZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BFZ.txt
[2025-10-13T23:53:47.396706] [INFO ] [sig       ] [198/1810] Completed BFZ in 0.2s | 4.13 sym/s | Total: 47.9s | ETA: 6.5m
[2025-10-13T23:53:47.396768] [INFO ] [sig       ] [199/1810] Forecasting BG...
[2025-10-13T23:53:47.396803] [INFO ] [sig       ] Generating forecast for: BG
[2025-10-13T23:53:47.396837] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BG' from 'https://tdm.silogroup.org/data/derivative_storage/BG.csv'.
[2025-10-13T23:53:47.405465] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BG'.
[2025-10-13T23:53:47.405824] [INFO ] [FORECASTER] Starting predict_future for BG
[2025-10-13T23:53:47.430714] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:47.431474] [DEBUG] [LOCAL     ] No optimal features file found for BG: ./output/feature-sets/BG.txt
[2025-10-13T23:53:47.431529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:47.431565] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:47.431594] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:47.431673] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:47.448541] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:47.449123] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:47.449204] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:47.449237] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:47.487534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:47.487711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:47.487765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:47.487798] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:47.491288] [DEBUG] [FORECASTER] BG: Forecast T+1@11:T+2@11: DOWN (p=47.59%)
[2025-10-13T23:53:47.491556] [INFO ] [FORECASTER] Completed predict_future for BG
[2025-10-13T23:53:47.491723] [INFO ] [sig       ] BG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:47.647402] [INFO ] [LOCAL     ] Saved forecast: BG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BG.txt
[2025-10-13T23:53:47.647826] [INFO ] [sig       ] [199/1810] Completed BG in 0.3s | 4.13 sym/s | Total: 48.1s | ETA: 6.5m
[2025-10-13T23:53:47.647893] [INFO ] [sig       ] [200/1810] Forecasting BGB...
[2025-10-13T23:53:47.647928] [INFO ] [sig       ] Generating forecast for: BGB
[2025-10-13T23:53:47.647962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGB' from 'https://tdm.silogroup.org/data/derivative_storage/BGB.csv'.
[2025-10-13T23:53:47.659866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGB'.
[2025-10-13T23:53:47.660386] [INFO ] [FORECASTER] Starting predict_future for BGB
[2025-10-13T23:53:47.692434] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:47.693286] [DEBUG] [LOCAL     ] No optimal features file found for BGB: ./output/feature-sets/BGB.txt
[2025-10-13T23:53:47.693347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:47.693384] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:47.693414] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:47.693473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:47.711317] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:47.712178] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:47.712277] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:47.712314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:47.750902] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:47.751103] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:47.751146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:47.751200] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:47.755191] [DEBUG] [FORECASTER] BGB: Forecast T+1@11:T+2@11: UP (p=90.99%)
[2025-10-13T23:53:47.755593] [INFO ] [FORECASTER] Completed predict_future for BGB
[2025-10-13T23:53:47.755778] [INFO ] [sig       ] BGB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:47.907772] [INFO ] [LOCAL     ] Saved forecast: BGB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BGB.txt
[2025-10-13T23:53:47.908069] [INFO ] [sig       ] [200/1810] Completed BGB in 0.3s | 4.13 sym/s | Total: 48.4s | ETA: 6.5m
[2025-10-13T23:53:47.908133] [INFO ] [sig       ] [201/1810] Forecasting BGH...
[2025-10-13T23:53:47.908169] [INFO ] [sig       ] Generating forecast for: BGH
[2025-10-13T23:53:47.908212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGH' from 'https://tdm.silogroup.org/data/derivative_storage/BGH.csv'.
[2025-10-13T23:53:47.921082] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGH'.
[2025-10-13T23:53:47.921525] [INFO ] [FORECASTER] Starting predict_future for BGH
[2025-10-13T23:53:47.946136] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:47.946922] [DEBUG] [LOCAL     ] No optimal features file found for BGH: ./output/feature-sets/BGH.txt
[2025-10-13T23:53:47.946977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:47.947012] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:47.947040] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:47.947098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:47.963876] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:47.964401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:47.964491] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:47.964544] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:47.998821] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:47.998946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:47.998984] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:47.999013] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:48.002182] [DEBUG] [FORECASTER] BGH: Forecast T+1@11:T+2@11: UP (p=98.34%)
[2025-10-13T23:53:48.002441] [INFO ] [FORECASTER] Completed predict_future for BGH
[2025-10-13T23:53:48.002574] [INFO ] [sig       ] BGH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:48.142055] [INFO ] [LOCAL     ] Saved forecast: BGH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BGH.txt
[2025-10-13T23:53:48.142270] [INFO ] [sig       ] [201/1810] Completed BGH in 0.2s | 4.13 sym/s | Total: 48.6s | ETA: 6.5m
[2025-10-13T23:53:48.142312] [INFO ] [sig       ] [202/1810] Forecasting BGR...
[2025-10-13T23:53:48.142343] [INFO ] [sig       ] Generating forecast for: BGR
[2025-10-13T23:53:48.142376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGR' from 'https://tdm.silogroup.org/data/derivative_storage/BGR.csv'.
[2025-10-13T23:53:48.151152] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGR'.
[2025-10-13T23:53:48.151423] [INFO ] [FORECASTER] Starting predict_future for BGR
[2025-10-13T23:53:48.175857] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:48.176576] [DEBUG] [LOCAL     ] No optimal features file found for BGR: ./output/feature-sets/BGR.txt
[2025-10-13T23:53:48.176631] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:48.176705] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:48.176745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:48.176804] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:48.193905] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:48.194533] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:48.194613] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:48.194675] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:48.236081] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:48.236199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:48.236241] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:48.236273] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:48.239729] [DEBUG] [FORECASTER] BGR: Forecast T+1@11:T+2@11: DOWN (p=13.40%)
[2025-10-13T23:53:48.239995] [INFO ] [FORECASTER] Completed predict_future for BGR
[2025-10-13T23:53:48.240155] [INFO ] [sig       ] BGR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:48.381479] [INFO ] [LOCAL     ] Saved forecast: BGR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BGR.txt
[2025-10-13T23:53:48.381794] [INFO ] [sig       ] [202/1810] Completed BGR in 0.2s | 4.13 sym/s | Total: 48.9s | ETA: 6.5m
[2025-10-13T23:53:48.381860] [INFO ] [sig       ] [203/1810] Forecasting BGS...
[2025-10-13T23:53:48.381894] [INFO ] [sig       ] Generating forecast for: BGS
[2025-10-13T23:53:48.381931] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGS' from 'https://tdm.silogroup.org/data/derivative_storage/BGS.csv'.
[2025-10-13T23:53:48.390914] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGS'.
[2025-10-13T23:53:48.391388] [INFO ] [FORECASTER] Starting predict_future for BGS
[2025-10-13T23:53:48.417799] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:48.418626] [DEBUG] [LOCAL     ] No optimal features file found for BGS: ./output/feature-sets/BGS.txt
[2025-10-13T23:53:48.418711] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:48.418754] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:48.418784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:48.418844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:48.436289] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:48.437189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:48.437276] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:48.437311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:48.478391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:48.478571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:48.478615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:48.478673] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:48.482145] [DEBUG] [FORECASTER] BGS: Forecast T+1@11:T+2@11: UP (p=81.13%)
[2025-10-13T23:53:48.482418] [INFO ] [FORECASTER] Completed predict_future for BGS
[2025-10-13T23:53:48.482553] [INFO ] [sig       ] BGS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:48.621919] [INFO ] [LOCAL     ] Saved forecast: BGS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BGS.txt
[2025-10-13T23:53:48.622174] [INFO ] [sig       ] [203/1810] Completed BGS in 0.2s | 4.13 sym/s | Total: 49.1s | ETA: 6.5m
[2025-10-13T23:53:48.622219] [INFO ] [sig       ] [204/1810] Forecasting BGSF...
[2025-10-13T23:53:48.622251] [INFO ] [sig       ] Generating forecast for: BGSF
[2025-10-13T23:53:48.622283] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGSF' from 'https://tdm.silogroup.org/data/derivative_storage/BGSF.csv'.
[2025-10-13T23:53:48.631355] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGSF'.
[2025-10-13T23:53:48.631739] [INFO ] [FORECASTER] Starting predict_future for BGSF
[2025-10-13T23:53:48.657258] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:48.658064] [DEBUG] [LOCAL     ] No optimal features file found for BGSF: ./output/feature-sets/BGSF.txt
[2025-10-13T23:53:48.658123] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:48.658158] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:48.658236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:48.658305] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:48.676441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:48.677032] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:48.677115] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:48.677150] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:48.722275] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:48.722468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:48.722513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:48.722543] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:48.726373] [DEBUG] [FORECASTER] BGSF: Forecast T+1@11:T+2@11: UP (p=80.46%)
[2025-10-13T23:53:48.726672] [INFO ] [FORECASTER] Completed predict_future for BGSF
[2025-10-13T23:53:48.726828] [INFO ] [sig       ] BGSF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:48.873905] [INFO ] [LOCAL     ] Saved forecast: BGSF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BGSF.txt
[2025-10-13T23:53:48.874127] [INFO ] [sig       ] [204/1810] Completed BGSF in 0.3s | 4.13 sym/s | Total: 49.4s | ETA: 6.5m
[2025-10-13T23:53:48.874170] [INFO ] [sig       ] [205/1810] Forecasting BGT...
[2025-10-13T23:53:48.874201] [INFO ] [sig       ] Generating forecast for: BGT
[2025-10-13T23:53:48.874233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGT' from 'https://tdm.silogroup.org/data/derivative_storage/BGT.csv'.
[2025-10-13T23:53:48.882973] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGT'.
[2025-10-13T23:53:48.883253] [INFO ] [FORECASTER] Starting predict_future for BGT
[2025-10-13T23:53:48.908188] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:48.908894] [DEBUG] [LOCAL     ] No optimal features file found for BGT: ./output/feature-sets/BGT.txt
[2025-10-13T23:53:48.908949] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:48.908983] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:48.909010] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:48.909066] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:48.926055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:48.926579] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:48.926678] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:48.926732] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:48.968292] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:48.968375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:48.968413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:48.968442] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:48.971608] [DEBUG] [FORECASTER] BGT: Forecast T+1@11:T+2@11: DOWN (p=37.76%)
[2025-10-13T23:53:48.971891] [INFO ] [FORECASTER] Completed predict_future for BGT
[2025-10-13T23:53:48.972027] [INFO ] [sig       ] BGT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:49.111115] [INFO ] [LOCAL     ] Saved forecast: BGT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BGT.txt
[2025-10-13T23:53:49.111334] [INFO ] [sig       ] [205/1810] Completed BGT in 0.2s | 4.13 sym/s | Total: 49.6s | ETA: 6.5m
[2025-10-13T23:53:49.111387] [INFO ] [sig       ] [206/1810] Forecasting BGY...
[2025-10-13T23:53:49.111419] [INFO ] [sig       ] Generating forecast for: BGY
[2025-10-13T23:53:49.111453] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BGY' from 'https://tdm.silogroup.org/data/derivative_storage/BGY.csv'.
[2025-10-13T23:53:49.120836] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BGY'.
[2025-10-13T23:53:49.121210] [INFO ] [FORECASTER] Starting predict_future for BGY
[2025-10-13T23:53:49.146478] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:49.147194] [DEBUG] [LOCAL     ] No optimal features file found for BGY: ./output/feature-sets/BGY.txt
[2025-10-13T23:53:49.147253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:49.147290] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:49.147319] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:49.147380] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:49.164531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:49.165095] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:49.165176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:49.165210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:49.206526] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:49.206637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:49.206716] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:49.206751] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:49.209994] [DEBUG] [FORECASTER] BGY: Forecast T+1@11:T+2@11: UP (p=95.31%)
[2025-10-13T23:53:49.210252] [INFO ] [FORECASTER] Completed predict_future for BGY
[2025-10-13T23:53:49.210393] [INFO ] [sig       ] BGY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:49.350175] [INFO ] [LOCAL     ] Saved forecast: BGY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BGY.txt
[2025-10-13T23:53:49.350426] [INFO ] [sig       ] [206/1810] Completed BGY in 0.2s | 4.13 sym/s | Total: 49.8s | ETA: 6.5m
[2025-10-13T23:53:49.350469] [INFO ] [sig       ] [207/1810] Forecasting BH...
[2025-10-13T23:53:49.350500] [INFO ] [sig       ] Generating forecast for: BH
[2025-10-13T23:53:49.350533] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BH' from 'https://tdm.silogroup.org/data/derivative_storage/BH.csv'.
[2025-10-13T23:53:49.359706] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BH'.
[2025-10-13T23:53:49.360050] [INFO ] [FORECASTER] Starting predict_future for BH
[2025-10-13T23:53:49.385342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:49.386071] [DEBUG] [LOCAL     ] No optimal features file found for BH: ./output/feature-sets/BH.txt
[2025-10-13T23:53:49.386127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:49.386160] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:49.386187] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:49.386243] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:49.403298] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:49.403896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:49.403984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:49.404019] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:49.446841] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:49.447296] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:49.447336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:49.447385] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:49.452012] [DEBUG] [FORECASTER] BH: Forecast T+1@11:T+2@11: DOWN (p=36.63%)
[2025-10-13T23:53:49.452263] [INFO ] [FORECASTER] Completed predict_future for BH
[2025-10-13T23:53:49.452399] [INFO ] [sig       ] BH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:49.598218] [INFO ] [LOCAL     ] Saved forecast: BH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BH.txt
[2025-10-13T23:53:49.598433] [INFO ] [sig       ] [207/1810] Completed BH in 0.2s | 4.13 sym/s | Total: 50.1s | ETA: 6.5m
[2025-10-13T23:53:49.598476] [INFO ] [sig       ] [208/1810] Forecasting BHC...
[2025-10-13T23:53:49.598508] [INFO ] [sig       ] Generating forecast for: BHC
[2025-10-13T23:53:49.598541] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHC' from 'https://tdm.silogroup.org/data/derivative_storage/BHC.csv'.
[2025-10-13T23:53:49.607385] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHC'.
[2025-10-13T23:53:49.607708] [INFO ] [FORECASTER] Starting predict_future for BHC
[2025-10-13T23:53:49.632325] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:49.633084] [DEBUG] [LOCAL     ] No optimal features file found for BHC: ./output/feature-sets/BHC.txt
[2025-10-13T23:53:49.633138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:49.633171] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:49.633199] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:49.633255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:49.650085] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:49.650617] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:49.650721] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:49.650763] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:49.693817] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:49.693938] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:49.693978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:49.694007] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:49.697205] [DEBUG] [FORECASTER] BHC: Forecast T+1@11:T+2@11: UP (p=91.65%)
[2025-10-13T23:53:49.697468] [INFO ] [FORECASTER] Completed predict_future for BHC
[2025-10-13T23:53:49.697661] [INFO ] [sig       ] BHC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:49.841084] [INFO ] [LOCAL     ] Saved forecast: BHC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BHC.txt
[2025-10-13T23:53:49.841328] [INFO ] [sig       ] [208/1810] Completed BHC in 0.2s | 4.13 sym/s | Total: 50.3s | ETA: 6.5m
[2025-10-13T23:53:49.841375] [INFO ] [sig       ] [209/1810] Forecasting BHE...
[2025-10-13T23:53:49.841407] [INFO ] [sig       ] Generating forecast for: BHE
[2025-10-13T23:53:49.841442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHE' from 'https://tdm.silogroup.org/data/derivative_storage/BHE.csv'.
[2025-10-13T23:53:49.850433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHE'.
[2025-10-13T23:53:49.850782] [INFO ] [FORECASTER] Starting predict_future for BHE
[2025-10-13T23:53:49.876785] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:49.877545] [DEBUG] [LOCAL     ] No optimal features file found for BHE: ./output/feature-sets/BHE.txt
[2025-10-13T23:53:49.877607] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:49.877662] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:49.877719] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:49.877781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:49.895548] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:49.896150] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:49.896231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:49.896268] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:49.937761] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:49.937899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:49.937939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:49.937970] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:49.941388] [DEBUG] [FORECASTER] BHE: Forecast T+1@11:T+2@11: DOWN (p=34.89%)
[2025-10-13T23:53:49.941707] [INFO ] [FORECASTER] Completed predict_future for BHE
[2025-10-13T23:53:49.941863] [INFO ] [sig       ] BHE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:50.091051] [INFO ] [LOCAL     ] Saved forecast: BHE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BHE.txt
[2025-10-13T23:53:50.091290] [INFO ] [sig       ] [209/1810] Completed BHE in 0.2s | 4.13 sym/s | Total: 50.6s | ETA: 6.5m
[2025-10-13T23:53:50.091355] [INFO ] [sig       ] [210/1810] Forecasting BHK...
[2025-10-13T23:53:50.091412] [INFO ] [sig       ] Generating forecast for: BHK
[2025-10-13T23:53:50.091451] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHK' from 'https://tdm.silogroup.org/data/derivative_storage/BHK.csv'.
[2025-10-13T23:53:50.100741] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHK'.
[2025-10-13T23:53:50.101199] [INFO ] [FORECASTER] Starting predict_future for BHK
[2025-10-13T23:53:50.126919] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:50.127892] [DEBUG] [LOCAL     ] No optimal features file found for BHK: ./output/feature-sets/BHK.txt
[2025-10-13T23:53:50.127952] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:50.127989] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:50.128019] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:50.128078] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:50.148836] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:50.149782] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:50.149872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:50.149908] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:50.193761] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:50.193959] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:50.194004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:50.194035] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:50.197688] [DEBUG] [FORECASTER] BHK: Forecast T+1@11:T+2@11: UP (p=87.63%)
[2025-10-13T23:53:50.197996] [INFO ] [FORECASTER] Completed predict_future for BHK
[2025-10-13T23:53:50.198149] [INFO ] [sig       ] BHK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:50.340711] [INFO ] [LOCAL     ] Saved forecast: BHK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BHK.txt
[2025-10-13T23:53:50.340951] [INFO ] [sig       ] [210/1810] Completed BHK in 0.2s | 4.13 sym/s | Total: 50.8s | ETA: 6.5m
[2025-10-13T23:53:50.341012] [INFO ] [sig       ] [211/1810] Forecasting BHP...
[2025-10-13T23:53:50.341047] [INFO ] [sig       ] Generating forecast for: BHP
[2025-10-13T23:53:50.341079] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHP' from 'https://tdm.silogroup.org/data/derivative_storage/BHP.csv'.
[2025-10-13T23:53:50.350619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHP'.
[2025-10-13T23:53:50.351051] [INFO ] [FORECASTER] Starting predict_future for BHP
[2025-10-13T23:53:50.377992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:50.378844] [DEBUG] [LOCAL     ] No optimal features file found for BHP: ./output/feature-sets/BHP.txt
[2025-10-13T23:53:50.378902] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:50.378938] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:50.378968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:50.379025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:50.397426] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:50.398137] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:50.398261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:50.398317] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:50.442383] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:50.442582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:50.442627] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:50.442701] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:50.446249] [DEBUG] [FORECASTER] BHP: Forecast T+1@11:T+2@11: UP (p=86.09%)
[2025-10-13T23:53:50.446526] [INFO ] [FORECASTER] Completed predict_future for BHP
[2025-10-13T23:53:50.446700] [INFO ] [sig       ] BHP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:50.585578] [INFO ] [LOCAL     ] Saved forecast: BHP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BHP.txt
[2025-10-13T23:53:50.585863] [INFO ] [sig       ] [211/1810] Completed BHP in 0.2s | 4.13 sym/s | Total: 51.1s | ETA: 6.5m
[2025-10-13T23:53:50.585921] [INFO ] [sig       ] [212/1810] Forecasting BHR...
[2025-10-13T23:53:50.585954] [INFO ] [sig       ] Generating forecast for: BHR
[2025-10-13T23:53:50.585986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHR' from 'https://tdm.silogroup.org/data/derivative_storage/BHR.csv'.
[2025-10-13T23:53:50.595512] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHR'.
[2025-10-13T23:53:50.595861] [INFO ] [FORECASTER] Starting predict_future for BHR
[2025-10-13T23:53:50.620530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:50.621258] [DEBUG] [LOCAL     ] No optimal features file found for BHR: ./output/feature-sets/BHR.txt
[2025-10-13T23:53:50.621313] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:50.621348] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:50.621376] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:50.621433] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:50.638253] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:50.638849] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:50.638928] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:50.638962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:50.682192] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:50.682277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:50.682313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:50.682342] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:50.685403] [DEBUG] [FORECASTER] BHR: Forecast T+1@11:T+2@11: UP (p=89.69%)
[2025-10-13T23:53:50.685678] [INFO ] [FORECASTER] Completed predict_future for BHR
[2025-10-13T23:53:50.685830] [INFO ] [sig       ] BHR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:50.824261] [INFO ] [LOCAL     ] Saved forecast: BHR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BHR.txt
[2025-10-13T23:53:50.824482] [INFO ] [sig       ] [212/1810] Completed BHR in 0.2s | 4.13 sym/s | Total: 51.3s | ETA: 6.4m
[2025-10-13T23:53:50.824525] [INFO ] [sig       ] [213/1810] Forecasting BHVN...
[2025-10-13T23:53:50.824566] [INFO ] [sig       ] Generating forecast for: BHVN
[2025-10-13T23:53:50.824600] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BHVN' from 'https://tdm.silogroup.org/data/derivative_storage/BHVN.csv'.
[2025-10-13T23:53:50.834147] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BHVN'.
[2025-10-13T23:53:50.834545] [INFO ] [FORECASTER] Starting predict_future for BHVN
[2025-10-13T23:53:50.860746] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:50.861612] [DEBUG] [LOCAL     ] No optimal features file found for BHVN: ./output/feature-sets/BHVN.txt
[2025-10-13T23:53:50.861695] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:50.861743] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:50.861773] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:50.861830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:50.878828] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:50.879748] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:50.879837] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:50.879872] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:50.921630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:50.921808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:50.921854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:50.921883] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:50.925237] [DEBUG] [FORECASTER] BHVN: Forecast T+1@11:T+2@11: DOWN (p=6.09%)
[2025-10-13T23:53:50.925505] [INFO ] [FORECASTER] Completed predict_future for BHVN
[2025-10-13T23:53:50.925663] [INFO ] [sig       ] BHVN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:51.065527] [INFO ] [LOCAL     ] Saved forecast: BHVN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BHVN.txt
[2025-10-13T23:53:51.065772] [INFO ] [sig       ] [213/1810] Completed BHVN in 0.2s | 4.13 sym/s | Total: 51.6s | ETA: 6.4m
[2025-10-13T23:53:51.065833] [INFO ] [sig       ] [214/1810] Forecasting BILL...
[2025-10-13T23:53:51.065867] [INFO ] [sig       ] Generating forecast for: BILL
[2025-10-13T23:53:51.065900] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BILL' from 'https://tdm.silogroup.org/data/derivative_storage/BILL.csv'.
[2025-10-13T23:53:51.075629] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BILL'.
[2025-10-13T23:53:51.076052] [INFO ] [FORECASTER] Starting predict_future for BILL
[2025-10-13T23:53:51.105535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:51.106452] [DEBUG] [LOCAL     ] No optimal features file found for BILL: ./output/feature-sets/BILL.txt
[2025-10-13T23:53:51.106510] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:51.106546] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:51.106575] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:51.106634] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:51.126800] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:51.127438] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:51.127557] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:51.127614] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:51.179082] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:51.179240] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:51.179297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:51.179330] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:51.183387] [DEBUG] [FORECASTER] BILL: Forecast T+1@11:T+2@11: DOWN (p=40.91%)
[2025-10-13T23:53:51.183792] [INFO ] [FORECASTER] Completed predict_future for BILL
[2025-10-13T23:53:51.183962] [INFO ] [sig       ] BILL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:51.323505] [INFO ] [LOCAL     ] Saved forecast: BILL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BILL.txt
[2025-10-13T23:53:51.323783] [INFO ] [sig       ] [214/1810] Completed BILL in 0.3s | 4.13 sym/s | Total: 51.8s | ETA: 6.4m
[2025-10-13T23:53:51.323845] [INFO ] [sig       ] [215/1810] Forecasting BIP...
[2025-10-13T23:53:51.323879] [INFO ] [sig       ] Generating forecast for: BIP
[2025-10-13T23:53:51.323912] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIP' from 'https://tdm.silogroup.org/data/derivative_storage/BIP.csv'.
[2025-10-13T23:53:51.333965] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIP'.
[2025-10-13T23:53:51.334285] [INFO ] [FORECASTER] Starting predict_future for BIP
[2025-10-13T23:53:51.359695] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:51.360420] [DEBUG] [LOCAL     ] No optimal features file found for BIP: ./output/feature-sets/BIP.txt
[2025-10-13T23:53:51.360476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:51.360510] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:51.360538] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:51.360595] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:51.377391] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:51.378089] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:51.378176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:51.378211] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:51.429204] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:51.429341] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:51.429382] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:51.429412] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:51.432757] [DEBUG] [FORECASTER] BIP: Forecast T+1@11:T+2@11: UP (p=91.91%)
[2025-10-13T23:53:51.433025] [INFO ] [FORECASTER] Completed predict_future for BIP
[2025-10-13T23:53:51.433165] [INFO ] [sig       ] BIP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:51.572079] [INFO ] [LOCAL     ] Saved forecast: BIP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BIP.txt
[2025-10-13T23:53:51.572303] [INFO ] [sig       ] [215/1810] Completed BIP in 0.2s | 4.13 sym/s | Total: 52.1s | ETA: 6.4m
[2025-10-13T23:53:51.572347] [INFO ] [sig       ] [216/1810] Forecasting BIPC...
[2025-10-13T23:53:51.572379] [INFO ] [sig       ] Generating forecast for: BIPC
[2025-10-13T23:53:51.572411] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPC' from 'https://tdm.silogroup.org/data/derivative_storage/BIPC.csv'.
[2025-10-13T23:53:51.581898] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPC'.
[2025-10-13T23:53:51.582254] [INFO ] [FORECASTER] Starting predict_future for BIPC
[2025-10-13T23:53:51.606972] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:51.607719] [DEBUG] [LOCAL     ] No optimal features file found for BIPC: ./output/feature-sets/BIPC.txt
[2025-10-13T23:53:51.607776] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:51.607811] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:51.607840] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:51.607896] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:51.624814] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:51.625373] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:51.625455] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:51.625489] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:51.666586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:51.666702] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:51.666753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:51.666784] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:51.669884] [DEBUG] [FORECASTER] BIPC: Forecast T+1@11:T+2@11: UP (p=55.44%)
[2025-10-13T23:53:51.670135] [INFO ] [FORECASTER] Completed predict_future for BIPC
[2025-10-13T23:53:51.670268] [INFO ] [sig       ] BIPC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:51.809327] [INFO ] [LOCAL     ] Saved forecast: BIPC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BIPC.txt
[2025-10-13T23:53:51.809557] [INFO ] [sig       ] [216/1810] Completed BIPC in 0.2s | 4.13 sym/s | Total: 52.3s | ETA: 6.4m
[2025-10-13T23:53:51.809598] [INFO ] [sig       ] [217/1810] Forecasting BIPH...
[2025-10-13T23:53:51.809629] [INFO ] [sig       ] Generating forecast for: BIPH
[2025-10-13T23:53:51.809700] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPH' from 'https://tdm.silogroup.org/data/derivative_storage/BIPH.csv'.
[2025-10-13T23:53:51.818451] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPH'.
[2025-10-13T23:53:51.818733] [INFO ] [FORECASTER] Starting predict_future for BIPH
[2025-10-13T23:53:51.843169] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:51.843887] [DEBUG] [LOCAL     ] No optimal features file found for BIPH: ./output/feature-sets/BIPH.txt
[2025-10-13T23:53:51.843944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:51.844024] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:51.844063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:51.844122] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:51.861075] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:51.861624] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:51.861729] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:51.861770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:51.902081] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:51.902242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:51.902284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:51.902313] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:51.905796] [DEBUG] [FORECASTER] BIPH: Forecast T+1@11:T+2@11: DOWN (p=18.31%)
[2025-10-13T23:53:51.906063] [INFO ] [FORECASTER] Completed predict_future for BIPH
[2025-10-13T23:53:51.906198] [INFO ] [sig       ] BIPH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:52.046617] [INFO ] [LOCAL     ] Saved forecast: BIPH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BIPH.txt
[2025-10-13T23:53:52.046909] [INFO ] [sig       ] [217/1810] Completed BIPH in 0.2s | 4.13 sym/s | Total: 52.5s | ETA: 6.4m
[2025-10-13T23:53:52.046957] [INFO ] [sig       ] [218/1810] Forecasting BIPI...
[2025-10-13T23:53:52.046989] [INFO ] [sig       ] Generating forecast for: BIPI
[2025-10-13T23:53:52.047022] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPI' from 'https://tdm.silogroup.org/data/derivative_storage/BIPI.csv'.
[2025-10-13T23:53:52.056291] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPI'.
[2025-10-13T23:53:52.056685] [INFO ] [FORECASTER] Starting predict_future for BIPI
[2025-10-13T23:53:52.081387] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:52.082119] [DEBUG] [LOCAL     ] No optimal features file found for BIPI: ./output/feature-sets/BIPI.txt
[2025-10-13T23:53:52.082176] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:52.082211] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:52.082239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:52.082297] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:52.099265] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:52.099874] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:52.099955] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:52.099989] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:52.145800] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:52.146046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:52.146113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:52.146148] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:52.150284] [DEBUG] [FORECASTER] BIPI: Forecast T+1@11:T+2@11: DOWN (p=45.30%)
[2025-10-13T23:53:52.150607] [INFO ] [FORECASTER] Completed predict_future for BIPI
[2025-10-13T23:53:52.150791] [INFO ] [sig       ] BIPI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:52.293579] [INFO ] [LOCAL     ] Saved forecast: BIPI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BIPI.txt
[2025-10-13T23:53:52.293855] [INFO ] [sig       ] [218/1810] Completed BIPI in 0.2s | 4.13 sym/s | Total: 52.8s | ETA: 6.4m
[2025-10-13T23:53:52.293917] [INFO ] [sig       ] [219/1810] Forecasting BIPJ...
[2025-10-13T23:53:52.293951] [INFO ] [sig       ] Generating forecast for: BIPJ
[2025-10-13T23:53:52.293984] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIPJ' from 'https://tdm.silogroup.org/data/derivative_storage/BIPJ.csv'.
[2025-10-13T23:53:52.303251] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIPJ'.
[2025-10-13T23:53:52.303547] [INFO ] [FORECASTER] Starting predict_future for BIPJ
[2025-10-13T23:53:52.329273] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:52.330167] [DEBUG] [LOCAL     ] No optimal features file found for BIPJ: ./output/feature-sets/BIPJ.txt
[2025-10-13T23:53:52.330226] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:52.330264] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:52.330293] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:52.330351] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:52.348241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:52.349218] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:52.349309] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:52.349347] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:52.390608] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:52.390718] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:52.390765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:52.390797] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:52.393956] [DEBUG] [FORECASTER] BIPJ: Forecast T+1@11:T+2@11: UP (p=93.82%)
[2025-10-13T23:53:52.394213] [INFO ] [FORECASTER] Completed predict_future for BIPJ
[2025-10-13T23:53:52.394382] [INFO ] [sig       ] BIPJ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:52.541170] [INFO ] [LOCAL     ] Saved forecast: BIPJ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BIPJ.txt
[2025-10-13T23:53:52.541383] [INFO ] [sig       ] [219/1810] Completed BIPJ in 0.2s | 4.13 sym/s | Total: 53.0s | ETA: 6.4m
[2025-10-13T23:53:52.541428] [INFO ] [sig       ] [220/1810] Forecasting BIRK...
[2025-10-13T23:53:52.541468] [INFO ] [sig       ] Generating forecast for: BIRK
[2025-10-13T23:53:52.541502] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIRK' from 'https://tdm.silogroup.org/data/derivative_storage/BIRK.csv'.
[2025-10-13T23:53:52.550449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIRK'.
[2025-10-13T23:53:52.550764] [INFO ] [FORECASTER] Starting predict_future for BIRK
[2025-10-13T23:53:52.577314] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:52.578155] [DEBUG] [LOCAL     ] No optimal features file found for BIRK: ./output/feature-sets/BIRK.txt
[2025-10-13T23:53:52.578213] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:52.578248] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:52.578278] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:52.578337] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:52.596123] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:52.596708] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:52.596793] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:52.596892] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:52.646467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:52.646687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:52.646750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:52.646785] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:52.650368] [DEBUG] [FORECASTER] BIRK: Forecast T+1@11:T+2@11: DOWN (p=5.44%)
[2025-10-13T23:53:52.650639] [INFO ] [FORECASTER] Completed predict_future for BIRK
[2025-10-13T23:53:52.650817] [INFO ] [sig       ] BIRK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:52.792270] [INFO ] [LOCAL     ] Saved forecast: BIRK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BIRK.txt
[2025-10-13T23:53:52.792478] [INFO ] [sig       ] [220/1810] Completed BIRK in 0.3s | 4.13 sym/s | Total: 53.3s | ETA: 6.4m
[2025-10-13T23:53:52.792521] [INFO ] [sig       ] [221/1810] Forecasting BIT...
[2025-10-13T23:53:52.792552] [INFO ] [sig       ] Generating forecast for: BIT
[2025-10-13T23:53:52.792585] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BIT' from 'https://tdm.silogroup.org/data/derivative_storage/BIT.csv'.
[2025-10-13T23:53:52.801417] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BIT'.
[2025-10-13T23:53:52.801726] [INFO ] [FORECASTER] Starting predict_future for BIT
[2025-10-13T23:53:52.826802] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:52.827522] [DEBUG] [LOCAL     ] No optimal features file found for BIT: ./output/feature-sets/BIT.txt
[2025-10-13T23:53:52.827584] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:52.827624] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:52.827686] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:52.827761] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:52.845355] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:52.845933] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:52.846014] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:52.846051] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:52.884472] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:52.884556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:52.884592] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:52.884620] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:52.887733] [DEBUG] [FORECASTER] BIT: Forecast T+1@11:T+2@11: UP (p=61.10%)
[2025-10-13T23:53:52.887988] [INFO ] [FORECASTER] Completed predict_future for BIT
[2025-10-13T23:53:52.888131] [INFO ] [sig       ] BIT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:53.030111] [INFO ] [LOCAL     ] Saved forecast: BIT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BIT.txt
[2025-10-13T23:53:53.030362] [INFO ] [sig       ] [221/1810] Completed BIT in 0.2s | 4.13 sym/s | Total: 53.5s | ETA: 6.4m
[2025-10-13T23:53:53.030406] [INFO ] [sig       ] [222/1810] Forecasting BJ...
[2025-10-13T23:53:53.030439] [INFO ] [sig       ] Generating forecast for: BJ
[2025-10-13T23:53:53.030474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BJ' from 'https://tdm.silogroup.org/data/derivative_storage/BJ.csv'.
[2025-10-13T23:53:53.039412] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BJ'.
[2025-10-13T23:53:53.039714] [INFO ] [FORECASTER] Starting predict_future for BJ
[2025-10-13T23:53:53.065050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:53.065778] [DEBUG] [LOCAL     ] No optimal features file found for BJ: ./output/feature-sets/BJ.txt
[2025-10-13T23:53:53.065836] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:53.065871] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:53.065901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:53.065960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:53.083766] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:53.084312] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:53.084395] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:53.084430] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:53.124475] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:53.124597] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:53.124637] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:53.124714] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:53.127992] [DEBUG] [FORECASTER] BJ: Forecast T+1@11:T+2@11: DOWN (p=2.81%)
[2025-10-13T23:53:53.128259] [INFO ] [FORECASTER] Completed predict_future for BJ
[2025-10-13T23:53:53.128413] [INFO ] [sig       ] BJ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:53.277143] [INFO ] [LOCAL     ] Saved forecast: BJ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BJ.txt
[2025-10-13T23:53:53.277410] [INFO ] [sig       ] [222/1810] Completed BJ in 0.2s | 4.13 sym/s | Total: 53.8s | ETA: 6.4m
[2025-10-13T23:53:53.277472] [INFO ] [sig       ] [223/1810] Forecasting BK...
[2025-10-13T23:53:53.277544] [INFO ] [sig       ] Generating forecast for: BK
[2025-10-13T23:53:53.277610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BK' from 'https://tdm.silogroup.org/data/derivative_storage/BK.csv'.
[2025-10-13T23:53:53.288098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BK'.
[2025-10-13T23:53:53.288516] [INFO ] [FORECASTER] Starting predict_future for BK
[2025-10-13T23:53:53.314346] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:53.315119] [DEBUG] [LOCAL     ] No optimal features file found for BK: ./output/feature-sets/BK.txt
[2025-10-13T23:53:53.315175] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:53.315220] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:53.315274] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:53.315345] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:53.332481] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:53.333140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:53.333244] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:53.333279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:53.375576] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:53.375716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:53.375768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:53.375799] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:53.379113] [DEBUG] [FORECASTER] BK: Forecast T+1@11:T+2@11: DOWN (p=2.97%)
[2025-10-13T23:53:53.379429] [INFO ] [FORECASTER] Completed predict_future for BK
[2025-10-13T23:53:53.379571] [INFO ] [sig       ] BK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:53.520582] [INFO ] [LOCAL     ] Saved forecast: BK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BK.txt
[2025-10-13T23:53:53.520857] [INFO ] [sig       ] [223/1810] Completed BK in 0.2s | 4.13 sym/s | Total: 54.0s | ETA: 6.4m
[2025-10-13T23:53:53.520914] [INFO ] [sig       ] [224/1810] Forecasting BKD...
[2025-10-13T23:53:53.520946] [INFO ] [sig       ] Generating forecast for: BKD
[2025-10-13T23:53:53.520979] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKD' from 'https://tdm.silogroup.org/data/derivative_storage/BKD.csv'.
[2025-10-13T23:53:53.533512] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKD'.
[2025-10-13T23:53:53.534120] [INFO ] [FORECASTER] Starting predict_future for BKD
[2025-10-13T23:53:53.567935] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:53.569295] [DEBUG] [LOCAL     ] No optimal features file found for BKD: ./output/feature-sets/BKD.txt
[2025-10-13T23:53:53.569382] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:53.569438] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:53.569489] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:53.569591] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:53.592332] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:53.593313] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:53.593406] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:53.593442] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:53.633737] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:53.633956] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:53.634004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:53.634036] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:53.637778] [DEBUG] [FORECASTER] BKD: Forecast T+1@11:T+2@11: DOWN (p=17.88%)
[2025-10-13T23:53:53.638066] [INFO ] [FORECASTER] Completed predict_future for BKD
[2025-10-13T23:53:53.638217] [INFO ] [sig       ] BKD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:53.781582] [INFO ] [LOCAL     ] Saved forecast: BKD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BKD.txt
[2025-10-13T23:53:53.781912] [INFO ] [sig       ] [224/1810] Completed BKD in 0.3s | 4.13 sym/s | Total: 54.3s | ETA: 6.4m
[2025-10-13T23:53:53.781969] [INFO ] [sig       ] [225/1810] Forecasting BKE...
[2025-10-13T23:53:53.782002] [INFO ] [sig       ] Generating forecast for: BKE
[2025-10-13T23:53:53.782036] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKE' from 'https://tdm.silogroup.org/data/derivative_storage/BKE.csv'.
[2025-10-13T23:53:53.791745] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKE'.
[2025-10-13T23:53:53.792080] [INFO ] [FORECASTER] Starting predict_future for BKE
[2025-10-13T23:53:53.818123] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:53.818957] [DEBUG] [LOCAL     ] No optimal features file found for BKE: ./output/feature-sets/BKE.txt
[2025-10-13T23:53:53.819035] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:53.819071] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:53.819099] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:53.819157] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:53.836718] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:53.837323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:53.837409] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:53.837443] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:53.877968] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:53.878083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:53.878123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:53.878152] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:53.881416] [DEBUG] [FORECASTER] BKE: Forecast T+1@11:T+2@11: UP (p=89.82%)
[2025-10-13T23:53:53.881717] [INFO ] [FORECASTER] Completed predict_future for BKE
[2025-10-13T23:53:53.881871] [INFO ] [sig       ] BKE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:54.023836] [INFO ] [LOCAL     ] Saved forecast: BKE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKE.txt
[2025-10-13T23:53:54.024126] [INFO ] [sig       ] [225/1810] Completed BKE in 0.2s | 4.13 sym/s | Total: 54.5s | ETA: 6.4m
[2025-10-13T23:53:54.024172] [INFO ] [sig       ] [226/1810] Forecasting BKH...
[2025-10-13T23:53:54.024202] [INFO ] [sig       ] Generating forecast for: BKH
[2025-10-13T23:53:54.024237] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKH' from 'https://tdm.silogroup.org/data/derivative_storage/BKH.csv'.
[2025-10-13T23:53:54.033357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKH'.
[2025-10-13T23:53:54.033623] [INFO ] [FORECASTER] Starting predict_future for BKH
[2025-10-13T23:53:54.058952] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:54.059620] [DEBUG] [LOCAL     ] No optimal features file found for BKH: ./output/feature-sets/BKH.txt
[2025-10-13T23:53:54.059700] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:54.059748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:54.059777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:54.059834] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:54.076713] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:54.077271] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:54.077351] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:54.077384] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:54.117857] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:54.117957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:54.117995] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:54.118025] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:54.121167] [DEBUG] [FORECASTER] BKH: Forecast T+1@11:T+2@11: UP (p=83.07%)
[2025-10-13T23:53:54.121417] [INFO ] [FORECASTER] Completed predict_future for BKH
[2025-10-13T23:53:54.121554] [INFO ] [sig       ] BKH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:54.266719] [INFO ] [LOCAL     ] Saved forecast: BKH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKH.txt
[2025-10-13T23:53:54.266973] [INFO ] [sig       ] [226/1810] Completed BKH in 0.2s | 4.13 sym/s | Total: 54.8s | ETA: 6.4m
[2025-10-13T23:53:54.267033] [INFO ] [sig       ] [227/1810] Forecasting BKKT...
[2025-10-13T23:53:54.267137] [INFO ] [sig       ] Generating forecast for: BKKT
[2025-10-13T23:53:54.267191] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKKT.csv'.
[2025-10-13T23:53:54.277980] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKKT'.
[2025-10-13T23:53:54.278461] [INFO ] [FORECASTER] Starting predict_future for BKKT
[2025-10-13T23:53:54.306966] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:54.307924] [DEBUG] [LOCAL     ] No optimal features file found for BKKT: ./output/feature-sets/BKKT.txt
[2025-10-13T23:53:54.307983] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:54.308019] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:54.308048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:54.308107] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:54.327741] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:54.328482] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:54.328568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:54.328603] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:54.367476] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:54.367725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:54.367787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:54.367821] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:54.371741] [DEBUG] [FORECASTER] BKKT: Forecast T+1@11:T+2@11: DOWN (p=40.95%)
[2025-10-13T23:53:54.372082] [INFO ] [FORECASTER] Completed predict_future for BKKT
[2025-10-13T23:53:54.372252] [INFO ] [sig       ] BKKT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:54.538813] [INFO ] [LOCAL     ] Saved forecast: BKKT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BKKT.txt
[2025-10-13T23:53:54.539069] [INFO ] [sig       ] [227/1810] Completed BKKT in 0.3s | 4.13 sym/s | Total: 55.0s | ETA: 6.4m
[2025-10-13T23:53:54.539112] [INFO ] [sig       ] [228/1810] Forecasting BKN...
[2025-10-13T23:53:54.539143] [INFO ] [sig       ] Generating forecast for: BKN
[2025-10-13T23:53:54.539179] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKN' from 'https://tdm.silogroup.org/data/derivative_storage/BKN.csv'.
[2025-10-13T23:53:54.548840] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKN'.
[2025-10-13T23:53:54.549181] [INFO ] [FORECASTER] Starting predict_future for BKN
[2025-10-13T23:53:54.573951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:54.574605] [DEBUG] [LOCAL     ] No optimal features file found for BKN: ./output/feature-sets/BKN.txt
[2025-10-13T23:53:54.574684] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:54.574732] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:54.574763] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:54.574819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:54.592478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:54.593076] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:54.593159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:54.593193] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:54.627173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:54.627366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:54.627410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:54.627439] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:54.630938] [DEBUG] [FORECASTER] BKN: Forecast T+1@11:T+2@11: UP (p=76.58%)
[2025-10-13T23:53:54.631230] [INFO ] [FORECASTER] Completed predict_future for BKN
[2025-10-13T23:53:54.631366] [INFO ] [sig       ] BKN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:54.774331] [INFO ] [LOCAL     ] Saved forecast: BKN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKN.txt
[2025-10-13T23:53:54.774590] [INFO ] [sig       ] [228/1810] Completed BKN in 0.2s | 4.13 sym/s | Total: 55.3s | ETA: 6.4m
[2025-10-13T23:53:54.774635] [INFO ] [sig       ] [229/1810] Forecasting BKSY...
[2025-10-13T23:53:54.774710] [INFO ] [sig       ] Generating forecast for: BKSY
[2025-10-13T23:53:54.774751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKSY' from 'https://tdm.silogroup.org/data/derivative_storage/BKSY.csv'.
[2025-10-13T23:53:54.783707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKSY'.
[2025-10-13T23:53:54.784006] [INFO ] [FORECASTER] Starting predict_future for BKSY
[2025-10-13T23:53:54.811384] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:54.812138] [DEBUG] [LOCAL     ] No optimal features file found for BKSY: ./output/feature-sets/BKSY.txt
[2025-10-13T23:53:54.812195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:54.812231] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:54.812259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:54.812330] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:54.830709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:54.831297] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:54.831377] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:54.831411] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:54.863041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:54.863141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:54.863180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:54.863211] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:54.866521] [DEBUG] [FORECASTER] BKSY: Forecast T+1@11:T+2@11: UP (p=88.87%)
[2025-10-13T23:53:54.866820] [INFO ] [FORECASTER] Completed predict_future for BKSY
[2025-10-13T23:53:54.866955] [INFO ] [sig       ] BKSY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:55.006895] [INFO ] [LOCAL     ] Saved forecast: BKSY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKSY.txt
[2025-10-13T23:53:55.007117] [INFO ] [sig       ] [229/1810] Completed BKSY in 0.2s | 4.13 sym/s | Total: 55.5s | ETA: 6.4m
[2025-10-13T23:53:55.007162] [INFO ] [sig       ] [230/1810] Forecasting BKT...
[2025-10-13T23:53:55.007194] [INFO ] [sig       ] Generating forecast for: BKT
[2025-10-13T23:53:55.007228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKT' from 'https://tdm.silogroup.org/data/derivative_storage/BKT.csv'.
[2025-10-13T23:53:55.016091] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKT'.
[2025-10-13T23:53:55.016377] [INFO ] [FORECASTER] Starting predict_future for BKT
[2025-10-13T23:53:55.041742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:55.042520] [DEBUG] [LOCAL     ] No optimal features file found for BKT: ./output/feature-sets/BKT.txt
[2025-10-13T23:53:55.042583] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:55.042619] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:55.042681] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:55.042760] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:55.060002] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:55.060560] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:55.060681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:55.060737] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:55.097811] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:55.097971] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:55.098033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:55.098068] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:55.101854] [DEBUG] [FORECASTER] BKT: Forecast T+1@11:T+2@11: UP (p=84.08%)
[2025-10-13T23:53:55.102176] [INFO ] [FORECASTER] Completed predict_future for BKT
[2025-10-13T23:53:55.102317] [INFO ] [sig       ] BKT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:55.243273] [INFO ] [LOCAL     ] Saved forecast: BKT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKT.txt
[2025-10-13T23:53:55.243515] [INFO ] [sig       ] [230/1810] Completed BKT in 0.2s | 4.13 sym/s | Total: 55.7s | ETA: 6.4m
[2025-10-13T23:53:55.243590] [INFO ] [sig       ] [231/1810] Forecasting BKU...
[2025-10-13T23:53:55.243668] [INFO ] [sig       ] Generating forecast for: BKU
[2025-10-13T23:53:55.243726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKU' from 'https://tdm.silogroup.org/data/derivative_storage/BKU.csv'.
[2025-10-13T23:53:55.254485] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKU'.
[2025-10-13T23:53:55.254880] [INFO ] [FORECASTER] Starting predict_future for BKU
[2025-10-13T23:53:55.281895] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:55.282668] [DEBUG] [LOCAL     ] No optimal features file found for BKU: ./output/feature-sets/BKU.txt
[2025-10-13T23:53:55.282731] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:55.282772] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:55.282804] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:55.282862] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:55.300908] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:55.301497] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:55.301589] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:55.301624] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:55.339693] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:55.339778] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:55.339816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:55.339845] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:55.342845] [DEBUG] [FORECASTER] BKU: Forecast T+1@11:T+2@11: UP (p=62.04%)
[2025-10-13T23:53:55.343097] [INFO ] [FORECASTER] Completed predict_future for BKU
[2025-10-13T23:53:55.343239] [INFO ] [sig       ] BKU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:55.483926] [INFO ] [LOCAL     ] Saved forecast: BKU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BKU.txt
[2025-10-13T23:53:55.484172] [INFO ] [sig       ] [231/1810] Completed BKU in 0.2s | 4.13 sym/s | Total: 56.0s | ETA: 6.4m
[2025-10-13T23:53:55.484216] [INFO ] [sig       ] [232/1810] Forecasting BKV...
[2025-10-13T23:53:55.484247] [INFO ] [sig       ] Generating forecast for: BKV
[2025-10-13T23:53:55.484280] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BKV' from 'https://tdm.silogroup.org/data/derivative_storage/BKV.csv'.
[2025-10-13T23:53:55.494300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BKV'.
[2025-10-13T23:53:55.494753] [INFO ] [FORECASTER] Starting predict_future for BKV
[2025-10-13T23:53:55.519581] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:55.520284] [DEBUG] [LOCAL     ] No optimal features file found for BKV: ./output/feature-sets/BKV.txt
[2025-10-13T23:53:55.520358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:55.520394] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:55.520421] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:55.520479] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:55.537261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:55.537896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:55.537978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:55.538012] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:55.580307] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:55.580406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:55.580443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:55.580473] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:55.583630] [DEBUG] [FORECASTER] BKV: Forecast T+1@11:T+2@11: DOWN (p=21.53%)
[2025-10-13T23:53:55.583919] [INFO ] [FORECASTER] Completed predict_future for BKV
[2025-10-13T23:53:55.584057] [INFO ] [sig       ] BKV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:55.722279] [INFO ] [LOCAL     ] Saved forecast: BKV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BKV.txt
[2025-10-13T23:53:55.722494] [INFO ] [sig       ] [232/1810] Completed BKV in 0.2s | 4.13 sym/s | Total: 56.2s | ETA: 6.4m
[2025-10-13T23:53:55.722545] [INFO ] [sig       ] [233/1810] Forecasting BLCO...
[2025-10-13T23:53:55.722575] [INFO ] [sig       ] Generating forecast for: BLCO
[2025-10-13T23:53:55.722608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLCO' from 'https://tdm.silogroup.org/data/derivative_storage/BLCO.csv'.
[2025-10-13T23:53:55.732533] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLCO'.
[2025-10-13T23:53:55.732903] [INFO ] [FORECASTER] Starting predict_future for BLCO
[2025-10-13T23:53:55.757419] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:55.758135] [DEBUG] [LOCAL     ] No optimal features file found for BLCO: ./output/feature-sets/BLCO.txt
[2025-10-13T23:53:55.758189] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:55.758223] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:55.758251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:55.758307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:55.775019] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:55.775602] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:55.775712] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:55.775760] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:55.816930] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:55.817004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:55.817040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:55.817068] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:55.820078] [DEBUG] [FORECASTER] BLCO: Forecast T+1@11:T+2@11: DOWN (p=6.47%)
[2025-10-13T23:53:55.820324] [INFO ] [FORECASTER] Completed predict_future for BLCO
[2025-10-13T23:53:55.820466] [INFO ] [sig       ] BLCO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:55.958035] [INFO ] [LOCAL     ] Saved forecast: BLCO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BLCO.txt
[2025-10-13T23:53:55.958257] [INFO ] [sig       ] [233/1810] Completed BLCO in 0.2s | 4.13 sym/s | Total: 56.4s | ETA: 6.4m
[2025-10-13T23:53:55.958300] [INFO ] [sig       ] [234/1810] Forecasting BLD...
[2025-10-13T23:53:55.958330] [INFO ] [sig       ] Generating forecast for: BLD
[2025-10-13T23:53:55.958372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLD' from 'https://tdm.silogroup.org/data/derivative_storage/BLD.csv'.
[2025-10-13T23:53:55.968061] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLD'.
[2025-10-13T23:53:55.968420] [INFO ] [FORECASTER] Starting predict_future for BLD
[2025-10-13T23:53:55.993872] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:55.994536] [DEBUG] [LOCAL     ] No optimal features file found for BLD: ./output/feature-sets/BLD.txt
[2025-10-13T23:53:55.994591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:55.994626] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:55.994689] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:55.994764] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:56.011798] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:56.012337] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:56.012426] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:56.012460] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:56.054149] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:56.054258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:56.054296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:56.054325] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:56.057536] [DEBUG] [FORECASTER] BLD: Forecast T+1@11:T+2@11: UP (p=71.98%)
[2025-10-13T23:53:56.057850] [INFO ] [FORECASTER] Completed predict_future for BLD
[2025-10-13T23:53:56.057999] [INFO ] [sig       ] BLD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:56.202512] [INFO ] [LOCAL     ] Saved forecast: BLD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BLD.txt
[2025-10-13T23:53:56.202857] [INFO ] [sig       ] [234/1810] Completed BLD in 0.2s | 4.13 sym/s | Total: 56.7s | ETA: 6.4m
[2025-10-13T23:53:56.202931] [INFO ] [sig       ] [235/1810] Forecasting BLDR...
[2025-10-13T23:53:56.202971] [INFO ] [sig       ] Generating forecast for: BLDR
[2025-10-13T23:53:56.203007] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLDR' from 'https://tdm.silogroup.org/data/derivative_storage/BLDR.csv'.
[2025-10-13T23:53:56.213975] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLDR'.
[2025-10-13T23:53:56.214344] [INFO ] [FORECASTER] Starting predict_future for BLDR
[2025-10-13T23:53:56.241257] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:56.242055] [DEBUG] [LOCAL     ] No optimal features file found for BLDR: ./output/feature-sets/BLDR.txt
[2025-10-13T23:53:56.242112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:56.242145] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:56.242174] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:56.242232] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:56.259112] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:56.259807] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:56.259895] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:56.259929] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:56.297697] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:56.297797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:56.297834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:56.297865] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:56.300906] [DEBUG] [FORECASTER] BLDR: Forecast T+1@11:T+2@11: DOWN (p=25.82%)
[2025-10-13T23:53:56.301203] [INFO ] [FORECASTER] Completed predict_future for BLDR
[2025-10-13T23:53:56.301338] [INFO ] [sig       ] BLDR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:56.439589] [INFO ] [LOCAL     ] Saved forecast: BLDR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BLDR.txt
[2025-10-13T23:53:56.439824] [INFO ] [sig       ] [235/1810] Completed BLDR in 0.2s | 4.13 sym/s | Total: 56.9s | ETA: 6.4m
[2025-10-13T23:53:56.439885] [INFO ] [sig       ] [236/1810] Forecasting BLK...
[2025-10-13T23:53:56.439917] [INFO ] [sig       ] Generating forecast for: BLK
[2025-10-13T23:53:56.439950] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLK' from 'https://tdm.silogroup.org/data/derivative_storage/BLK.csv'.
[2025-10-13T23:53:56.451904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLK'.
[2025-10-13T23:53:56.452481] [INFO ] [FORECASTER] Starting predict_future for BLK
[2025-10-13T23:53:56.478059] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:56.478860] [DEBUG] [LOCAL     ] No optimal features file found for BLK: ./output/feature-sets/BLK.txt
[2025-10-13T23:53:56.478916] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:56.478949] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:56.478977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:56.479034] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:56.496329] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:56.497107] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:56.497197] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:56.497234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:56.538449] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:56.538691] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:56.538754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:56.538829] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:56.546207] [DEBUG] [FORECASTER] BLK: Forecast T+1@11:T+2@11: UP (p=94.03%)
[2025-10-13T23:53:56.546509] [INFO ] [FORECASTER] Completed predict_future for BLK
[2025-10-13T23:53:56.546892] [INFO ] [sig       ] BLK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:56.695802] [INFO ] [LOCAL     ] Saved forecast: BLK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BLK.txt
[2025-10-13T23:53:56.696101] [INFO ] [sig       ] [236/1810] Completed BLK in 0.3s | 4.13 sym/s | Total: 57.2s | ETA: 6.4m
[2025-10-13T23:53:56.696146] [INFO ] [sig       ] [237/1810] Forecasting BLND...
[2025-10-13T23:53:56.696177] [INFO ] [sig       ] Generating forecast for: BLND
[2025-10-13T23:53:56.696210] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLND' from 'https://tdm.silogroup.org/data/derivative_storage/BLND.csv'.
[2025-10-13T23:53:56.706812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLND'.
[2025-10-13T23:53:56.707111] [INFO ] [FORECASTER] Starting predict_future for BLND
[2025-10-13T23:53:56.732118] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:56.732829] [DEBUG] [LOCAL     ] No optimal features file found for BLND: ./output/feature-sets/BLND.txt
[2025-10-13T23:53:56.732884] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:56.732919] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:56.732948] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:56.733007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:56.750073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:56.750610] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:56.750718] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:56.750779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:56.786761] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:56.786846] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:56.786883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:56.786913] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:56.789974] [DEBUG] [FORECASTER] BLND: Forecast T+1@11:T+2@11: UP (p=89.45%)
[2025-10-13T23:53:56.790223] [INFO ] [FORECASTER] Completed predict_future for BLND
[2025-10-13T23:53:56.790363] [INFO ] [sig       ] BLND: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:56.928157] [INFO ] [LOCAL     ] Saved forecast: BLND	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BLND.txt
[2025-10-13T23:53:56.928414] [INFO ] [sig       ] [237/1810] Completed BLND in 0.2s | 4.13 sym/s | Total: 57.4s | ETA: 6.4m
[2025-10-13T23:53:56.928457] [INFO ] [sig       ] [238/1810] Forecasting BLW...
[2025-10-13T23:53:56.928488] [INFO ] [sig       ] Generating forecast for: BLW
[2025-10-13T23:53:56.928521] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLW' from 'https://tdm.silogroup.org/data/derivative_storage/BLW.csv'.
[2025-10-13T23:53:56.939199] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLW'.
[2025-10-13T23:53:56.939499] [INFO ] [FORECASTER] Starting predict_future for BLW
[2025-10-13T23:53:56.964456] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:56.965226] [DEBUG] [LOCAL     ] No optimal features file found for BLW: ./output/feature-sets/BLW.txt
[2025-10-13T23:53:56.965282] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:56.965316] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:56.965345] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:56.965401] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:56.982499] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:56.983125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:56.983215] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:56.983258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:57.026711] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:57.026882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:57.026925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:57.026954] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:57.030477] [DEBUG] [FORECASTER] BLW: Forecast T+1@11:T+2@11: UP (p=97.54%)
[2025-10-13T23:53:57.030800] [INFO ] [FORECASTER] Completed predict_future for BLW
[2025-10-13T23:53:57.030954] [INFO ] [sig       ] BLW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:57.177784] [INFO ] [LOCAL     ] Saved forecast: BLW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BLW.txt
[2025-10-13T23:53:57.178064] [INFO ] [sig       ] [238/1810] Completed BLW in 0.2s | 4.13 sym/s | Total: 57.7s | ETA: 6.3m
[2025-10-13T23:53:57.178127] [INFO ] [sig       ] [239/1810] Forecasting BLX...
[2025-10-13T23:53:57.178163] [INFO ] [sig       ] Generating forecast for: BLX
[2025-10-13T23:53:57.178196] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BLX' from 'https://tdm.silogroup.org/data/derivative_storage/BLX.csv'.
[2025-10-13T23:53:57.187594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BLX'.
[2025-10-13T23:53:57.187920] [INFO ] [FORECASTER] Starting predict_future for BLX
[2025-10-13T23:53:57.213037] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:57.213737] [DEBUG] [LOCAL     ] No optimal features file found for BLX: ./output/feature-sets/BLX.txt
[2025-10-13T23:53:57.213808] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:57.213844] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:57.213871] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:57.213928] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:57.230777] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:57.231335] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:57.231415] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:57.231449] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:57.269765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:57.269844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:57.269880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:57.269909] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:57.272905] [DEBUG] [FORECASTER] BLX: Forecast T+1@11:T+2@11: UP (p=78.92%)
[2025-10-13T23:53:57.273155] [INFO ] [FORECASTER] Completed predict_future for BLX
[2025-10-13T23:53:57.273297] [INFO ] [sig       ] BLX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:57.411180] [INFO ] [LOCAL     ] Saved forecast: BLX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BLX.txt
[2025-10-13T23:53:57.411398] [INFO ] [sig       ] [239/1810] Completed BLX in 0.2s | 4.13 sym/s | Total: 57.9s | ETA: 6.3m
[2025-10-13T23:53:57.411485] [INFO ] [sig       ] [240/1810] Forecasting BMA...
[2025-10-13T23:53:57.411525] [INFO ] [sig       ] Generating forecast for: BMA
[2025-10-13T23:53:57.411560] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMA' from 'https://tdm.silogroup.org/data/derivative_storage/BMA.csv'.
[2025-10-13T23:53:57.421101] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMA'.
[2025-10-13T23:53:57.421386] [INFO ] [FORECASTER] Starting predict_future for BMA
[2025-10-13T23:53:57.445946] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:57.446607] [DEBUG] [LOCAL     ] No optimal features file found for BMA: ./output/feature-sets/BMA.txt
[2025-10-13T23:53:57.446689] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:57.446736] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:57.446766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:57.446822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:57.463572] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:57.464129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:57.464209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:57.464242] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:57.503159] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:57.503232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:57.503268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:57.503297] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:57.506252] [DEBUG] [FORECASTER] BMA: Forecast T+1@11:T+2@11: DOWN (p=17.15%)
[2025-10-13T23:53:57.506496] [INFO ] [FORECASTER] Completed predict_future for BMA
[2025-10-13T23:53:57.506626] [INFO ] [sig       ] BMA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:57.644631] [INFO ] [LOCAL     ] Saved forecast: BMA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BMA.txt
[2025-10-13T23:53:57.644898] [INFO ] [sig       ] [240/1810] Completed BMA in 0.2s | 4.13 sym/s | Total: 58.1s | ETA: 6.3m
[2025-10-13T23:53:57.644946] [INFO ] [sig       ] [241/1810] Forecasting BME...
[2025-10-13T23:53:57.644976] [INFO ] [sig       ] Generating forecast for: BME
[2025-10-13T23:53:57.645008] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BME' from 'https://tdm.silogroup.org/data/derivative_storage/BME.csv'.
[2025-10-13T23:53:57.653876] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BME'.
[2025-10-13T23:53:57.654154] [INFO ] [FORECASTER] Starting predict_future for BME
[2025-10-13T23:53:57.678737] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:57.679385] [DEBUG] [LOCAL     ] No optimal features file found for BME: ./output/feature-sets/BME.txt
[2025-10-13T23:53:57.679440] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:57.679473] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:57.679501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:57.679557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:57.696494] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:57.697050] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:57.697131] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:57.697165] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:57.735069] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:57.735145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:57.735181] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:57.735210] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:57.738260] [DEBUG] [FORECASTER] BME: Forecast T+1@11:T+2@11: DOWN (p=35.55%)
[2025-10-13T23:53:57.738503] [INFO ] [FORECASTER] Completed predict_future for BME
[2025-10-13T23:53:57.738660] [INFO ] [sig       ] BME: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:57.876497] [INFO ] [LOCAL     ] Saved forecast: BME	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BME.txt
[2025-10-13T23:53:57.876724] [INFO ] [sig       ] [241/1810] Completed BME in 0.2s | 4.13 sym/s | Total: 58.4s | ETA: 6.3m
[2025-10-13T23:53:57.876784] [INFO ] [sig       ] [242/1810] Forecasting BMI...
[2025-10-13T23:53:57.876817] [INFO ] [sig       ] Generating forecast for: BMI
[2025-10-13T23:53:57.876849] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMI' from 'https://tdm.silogroup.org/data/derivative_storage/BMI.csv'.
[2025-10-13T23:53:57.885435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMI'.
[2025-10-13T23:53:57.885730] [INFO ] [FORECASTER] Starting predict_future for BMI
[2025-10-13T23:53:57.910223] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:57.910959] [DEBUG] [LOCAL     ] No optimal features file found for BMI: ./output/feature-sets/BMI.txt
[2025-10-13T23:53:57.911014] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:57.911048] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:57.911076] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:57.911132] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:57.928132] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:57.928704] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:57.928786] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:57.928819] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:57.969045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:57.969125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:57.969161] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:57.969190] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:57.972178] [DEBUG] [FORECASTER] BMI: Forecast T+1@11:T+2@11: UP (p=64.90%)
[2025-10-13T23:53:57.972423] [INFO ] [FORECASTER] Completed predict_future for BMI
[2025-10-13T23:53:57.972575] [INFO ] [sig       ] BMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:58.114167] [INFO ] [LOCAL     ] Saved forecast: BMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BMI.txt
[2025-10-13T23:53:58.114373] [INFO ] [sig       ] [242/1810] Completed BMI in 0.2s | 4.13 sym/s | Total: 58.6s | ETA: 6.3m
[2025-10-13T23:53:58.114414] [INFO ] [sig       ] [243/1810] Forecasting BMN...
[2025-10-13T23:53:58.114444] [INFO ] [sig       ] Generating forecast for: BMN
[2025-10-13T23:53:58.114477] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMN' from 'https://tdm.silogroup.org/data/derivative_storage/BMN.csv'.
[2025-10-13T23:53:58.122991] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMN'.
[2025-10-13T23:53:58.123253] [INFO ] [FORECASTER] Starting predict_future for BMN
[2025-10-13T23:53:58.147705] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:58.148362] [DEBUG] [LOCAL     ] No optimal features file found for BMN: ./output/feature-sets/BMN.txt
[2025-10-13T23:53:58.148417] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:58.148450] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:58.148477] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:58.148534] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:58.165797] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:58.166333] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:58.166415] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:58.166450] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:58.205262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:58.205347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:58.205385] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:58.205413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:58.208519] [DEBUG] [FORECASTER] BMN: Forecast T+1@11:T+2@11: DOWN (p=9.54%)
[2025-10-13T23:53:58.208821] [INFO ] [FORECASTER] Completed predict_future for BMN
[2025-10-13T23:53:58.208964] [INFO ] [sig       ] BMN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:58.356071] [INFO ] [LOCAL     ] Saved forecast: BMN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BMN.txt
[2025-10-13T23:53:58.356342] [INFO ] [sig       ] [243/1810] Completed BMN in 0.2s | 4.13 sym/s | Total: 58.8s | ETA: 6.3m
[2025-10-13T23:53:58.356402] [INFO ] [sig       ] [244/1810] Forecasting BMO...
[2025-10-13T23:53:58.356436] [INFO ] [sig       ] Generating forecast for: BMO
[2025-10-13T23:53:58.356469] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMO' from 'https://tdm.silogroup.org/data/derivative_storage/BMO.csv'.
[2025-10-13T23:53:58.365634] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMO'.
[2025-10-13T23:53:58.365955] [INFO ] [FORECASTER] Starting predict_future for BMO
[2025-10-13T23:53:58.390902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:58.391575] [DEBUG] [LOCAL     ] No optimal features file found for BMO: ./output/feature-sets/BMO.txt
[2025-10-13T23:53:58.391632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:58.391704] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:58.391742] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:58.391801] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:58.408910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:58.409485] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:58.409569] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:58.409603] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:58.447541] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:58.447620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:58.447689] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:58.447734] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:58.450710] [DEBUG] [FORECASTER] BMO: Forecast T+1@11:T+2@11: UP (p=95.48%)
[2025-10-13T23:53:58.450960] [INFO ] [FORECASTER] Completed predict_future for BMO
[2025-10-13T23:53:58.451093] [INFO ] [sig       ] BMO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:58.596747] [INFO ] [LOCAL     ] Saved forecast: BMO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BMO.txt
[2025-10-13T23:53:58.596957] [INFO ] [sig       ] [244/1810] Completed BMO in 0.2s | 4.13 sym/s | Total: 59.1s | ETA: 6.3m
[2025-10-13T23:53:58.597000] [INFO ] [sig       ] [245/1810] Forecasting BMY...
[2025-10-13T23:53:58.597030] [INFO ] [sig       ] Generating forecast for: BMY
[2025-10-13T23:53:58.597062] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BMY' from 'https://tdm.silogroup.org/data/derivative_storage/BMY.csv'.
[2025-10-13T23:53:58.605948] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BMY'.
[2025-10-13T23:53:58.606247] [INFO ] [FORECASTER] Starting predict_future for BMY
[2025-10-13T23:53:58.631228] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:58.631935] [DEBUG] [LOCAL     ] No optimal features file found for BMY: ./output/feature-sets/BMY.txt
[2025-10-13T23:53:58.631991] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:58.632025] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:58.632053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:58.632110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:58.649012] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:58.649566] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:58.649671] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:58.649725] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:58.689081] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:58.689159] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:58.689195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:58.689224] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:58.692233] [DEBUG] [FORECASTER] BMY: Forecast T+1@11:T+2@11: UP (p=96.63%)
[2025-10-13T23:53:58.692478] [INFO ] [FORECASTER] Completed predict_future for BMY
[2025-10-13T23:53:58.692615] [INFO ] [sig       ] BMY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:58.830754] [INFO ] [LOCAL     ] Saved forecast: BMY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BMY.txt
[2025-10-13T23:53:58.830970] [INFO ] [sig       ] [245/1810] Completed BMY in 0.2s | 4.13 sym/s | Total: 59.3s | ETA: 6.3m
[2025-10-13T23:53:58.831012] [INFO ] [sig       ] [246/1810] Forecasting BN...
[2025-10-13T23:53:58.831041] [INFO ] [sig       ] Generating forecast for: BN
[2025-10-13T23:53:58.831080] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BN' from 'https://tdm.silogroup.org/data/derivative_storage/BN.csv'.
[2025-10-13T23:53:58.839594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BN'.
[2025-10-13T23:53:58.839892] [INFO ] [FORECASTER] Starting predict_future for BN
[2025-10-13T23:53:58.864374] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:58.865097] [DEBUG] [LOCAL     ] No optimal features file found for BN: ./output/feature-sets/BN.txt
[2025-10-13T23:53:58.865153] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:58.865202] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:58.865232] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:58.865336] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:58.882504] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:58.883068] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:58.883149] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:58.883183] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:58.921494] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:58.921570] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:58.921606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:58.921634] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:58.924639] [DEBUG] [FORECASTER] BN: Forecast T+1@11:T+2@11: UP (p=86.32%)
[2025-10-13T23:53:58.924914] [INFO ] [FORECASTER] Completed predict_future for BN
[2025-10-13T23:53:58.925054] [INFO ] [sig       ] BN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:59.063514] [INFO ] [LOCAL     ] Saved forecast: BN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BN.txt
[2025-10-13T23:53:59.063740] [INFO ] [sig       ] [246/1810] Completed BN in 0.2s | 4.13 sym/s | Total: 59.6s | ETA: 6.3m
[2025-10-13T23:53:59.063801] [INFO ] [sig       ] [247/1810] Forecasting BNED...
[2025-10-13T23:53:59.063835] [INFO ] [sig       ] Generating forecast for: BNED
[2025-10-13T23:53:59.063867] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNED' from 'https://tdm.silogroup.org/data/derivative_storage/BNED.csv'.
[2025-10-13T23:53:59.072549] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNED'.
[2025-10-13T23:53:59.072848] [INFO ] [FORECASTER] Starting predict_future for BNED
[2025-10-13T23:53:59.097347] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:59.098084] [DEBUG] [LOCAL     ] No optimal features file found for BNED: ./output/feature-sets/BNED.txt
[2025-10-13T23:53:59.098139] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:59.098173] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:59.098201] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:59.098257] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:59.115033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:59.115617] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:59.115721] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:59.115763] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:59.155102] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:59.155179] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:59.155215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:59.155243] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:59.158279] [DEBUG] [FORECASTER] BNED: Forecast T+1@11:T+2@11: DOWN (p=17.07%)
[2025-10-13T23:53:59.158525] [INFO ] [FORECASTER] Completed predict_future for BNED
[2025-10-13T23:53:59.158686] [INFO ] [sig       ] BNED: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:59.297152] [INFO ] [LOCAL     ] Saved forecast: BNED	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BNED.txt
[2025-10-13T23:53:59.297366] [INFO ] [sig       ] [247/1810] Completed BNED in 0.2s | 4.13 sym/s | Total: 59.8s | ETA: 6.3m
[2025-10-13T23:53:59.297408] [INFO ] [sig       ] [248/1810] Forecasting BNH...
[2025-10-13T23:53:59.297438] [INFO ] [sig       ] Generating forecast for: BNH
[2025-10-13T23:53:59.297470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNH' from 'https://tdm.silogroup.org/data/derivative_storage/BNH.csv'.
[2025-10-13T23:53:59.306617] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNH'.
[2025-10-13T23:53:59.306898] [INFO ] [FORECASTER] Starting predict_future for BNH
[2025-10-13T23:53:59.331586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:59.332276] [DEBUG] [LOCAL     ] No optimal features file found for BNH: ./output/feature-sets/BNH.txt
[2025-10-13T23:53:59.332331] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:59.332365] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:59.332393] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:59.332449] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:59.349229] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:59.349794] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:59.349874] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:59.349907] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:59.383254] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:59.383329] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:59.383366] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:59.383394] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:59.386376] [DEBUG] [FORECASTER] BNH: Forecast T+1@11:T+2@11: DOWN (p=6.56%)
[2025-10-13T23:53:59.386622] [INFO ] [FORECASTER] Completed predict_future for BNH
[2025-10-13T23:53:59.386787] [INFO ] [sig       ] BNH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:59.525060] [INFO ] [LOCAL     ] Saved forecast: BNH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BNH.txt
[2025-10-13T23:53:59.525276] [INFO ] [sig       ] [248/1810] Completed BNH in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:53:59.525317] [INFO ] [sig       ] [249/1810] Forecasting BNJ...
[2025-10-13T23:53:59.525347] [INFO ] [sig       ] Generating forecast for: BNJ
[2025-10-13T23:53:59.525381] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNJ' from 'https://tdm.silogroup.org/data/derivative_storage/BNJ.csv'.
[2025-10-13T23:53:59.533459] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNJ'.
[2025-10-13T23:53:59.533750] [INFO ] [FORECASTER] Starting predict_future for BNJ
[2025-10-13T23:53:59.558356] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:59.559055] [DEBUG] [LOCAL     ] No optimal features file found for BNJ: ./output/feature-sets/BNJ.txt
[2025-10-13T23:53:59.559111] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:59.559143] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:59.559171] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:59.559227] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:59.575912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:59.576435] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:59.576514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:59.576546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:59.612682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:59.612757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:59.612818] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:59.612847] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:59.619848] [DEBUG] [FORECASTER] BNJ: Forecast T+1@11:T+2@11: DOWN (p=33.54%)
[2025-10-13T23:53:59.620100] [INFO ] [FORECASTER] Completed predict_future for BNJ
[2025-10-13T23:53:59.620227] [INFO ] [sig       ] BNJ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:53:59.762700] [INFO ] [LOCAL     ] Saved forecast: BNJ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BNJ.txt
[2025-10-13T23:53:59.762956] [INFO ] [sig       ] [249/1810] Completed BNJ in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:53:59.763013] [INFO ] [sig       ] [250/1810] Forecasting BNS...
[2025-10-13T23:53:59.763047] [INFO ] [sig       ] Generating forecast for: BNS
[2025-10-13T23:53:59.763079] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNS' from 'https://tdm.silogroup.org/data/derivative_storage/BNS.csv'.
[2025-10-13T23:53:59.771734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNS'.
[2025-10-13T23:53:59.772009] [INFO ] [FORECASTER] Starting predict_future for BNS
[2025-10-13T23:53:59.796682] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:53:59.797366] [DEBUG] [LOCAL     ] No optimal features file found for BNS: ./output/feature-sets/BNS.txt
[2025-10-13T23:53:59.797421] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:53:59.797454] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:53:59.797482] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:53:59.797573] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:53:59.814457] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:53:59.815021] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:53:59.815103] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:53:59.815137] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:53:59.851001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:53:59.851076] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:53:59.851113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:53:59.851142] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:53:59.854116] [DEBUG] [FORECASTER] BNS: Forecast T+1@11:T+2@11: UP (p=97.94%)
[2025-10-13T23:53:59.854360] [INFO ] [FORECASTER] Completed predict_future for BNS
[2025-10-13T23:53:59.854485] [INFO ] [sig       ] BNS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:53:59.994332] [INFO ] [LOCAL     ] Saved forecast: BNS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BNS.txt
[2025-10-13T23:53:59.994540] [INFO ] [sig       ] [250/1810] Completed BNS in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:53:59.994581] [INFO ] [sig       ] [251/1810] Forecasting BNT...
[2025-10-13T23:53:59.994623] [INFO ] [sig       ] Generating forecast for: BNT
[2025-10-13T23:53:59.994736] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNT' from 'https://tdm.silogroup.org/data/derivative_storage/BNT.csv'.
[2025-10-13T23:54:00.002665] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BNT'.
[2025-10-13T23:54:00.002957] [INFO ] [FORECASTER] Starting predict_future for BNT
[2025-10-13T23:54:00.028348] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:00.029050] [DEBUG] [LOCAL     ] No optimal features file found for BNT: ./output/feature-sets/BNT.txt
[2025-10-13T23:54:00.029106] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:00.029139] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:00.029166] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:00.029223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:00.046441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:00.047019] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:00.047099] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:00.047133] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:00.082903] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:00.082995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:00.083032] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:00.083061] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:00.086019] [DEBUG] [FORECASTER] BNT: Forecast T+1@11:T+2@11: UP (p=77.74%)
[2025-10-13T23:54:00.086262] [INFO ] [FORECASTER] Completed predict_future for BNT
[2025-10-13T23:54:00.086389] [INFO ] [sig       ] BNT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:00.224814] [INFO ] [LOCAL     ] Saved forecast: BNT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BNT.txt
[2025-10-13T23:54:00.225030] [INFO ] [sig       ] [251/1810] Completed BNT in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:00.225071] [INFO ] [sig       ] [252/1810] Forecasting BNY...
[2025-10-13T23:54:00.225102] [INFO ] [sig       ] Generating forecast for: BNY
[2025-10-13T23:54:00.225133] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BNY' from 'https://tdm.silogroup.org/data/derivative_storage/BNY.csv'.
[2025-10-13T23:54:00.233224] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BNY'.
[2025-10-13T23:54:00.233497] [INFO ] [FORECASTER] Starting predict_future for BNY
[2025-10-13T23:54:00.258781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:00.259447] [DEBUG] [LOCAL     ] No optimal features file found for BNY: ./output/feature-sets/BNY.txt
[2025-10-13T23:54:00.259502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:00.259535] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:00.259563] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:00.259628] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:00.277094] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:00.277712] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:00.277795] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:00.277830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:00.310077] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:00.310177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:00.310214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:00.310243] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:00.313388] [DEBUG] [FORECASTER] BNY: Forecast T+1@11:T+2@11: UP (p=56.50%)
[2025-10-13T23:54:00.313671] [INFO ] [FORECASTER] Completed predict_future for BNY
[2025-10-13T23:54:00.313810] [INFO ] [sig       ] BNY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:00.457571] [INFO ] [LOCAL     ] Saved forecast: BNY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BNY.txt
[2025-10-13T23:54:00.457912] [INFO ] [sig       ] [252/1810] Completed BNY in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:00.457974] [INFO ] [sig       ] [253/1810] Forecasting BOC...
[2025-10-13T23:54:00.458009] [INFO ] [sig       ] Generating forecast for: BOC
[2025-10-13T23:54:00.458043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOC' from 'https://tdm.silogroup.org/data/derivative_storage/BOC.csv'.
[2025-10-13T23:54:00.468373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOC'.
[2025-10-13T23:54:00.468797] [INFO ] [FORECASTER] Starting predict_future for BOC
[2025-10-13T23:54:00.494344] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:00.495043] [DEBUG] [LOCAL     ] No optimal features file found for BOC: ./output/feature-sets/BOC.txt
[2025-10-13T23:54:00.495099] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:00.495151] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:00.495181] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:00.495240] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:00.512271] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:00.512915] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:00.513021] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:00.513055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:00.549045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:00.549120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:00.549155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:00.549184] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:00.552206] [DEBUG] [FORECASTER] BOC: Forecast T+1@11:T+2@11: DOWN (p=10.82%)
[2025-10-13T23:54:00.552452] [INFO ] [FORECASTER] Completed predict_future for BOC
[2025-10-13T23:54:00.552612] [INFO ] [sig       ] BOC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:00.692365] [INFO ] [LOCAL     ] Saved forecast: BOC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BOC.txt
[2025-10-13T23:54:00.692589] [INFO ] [sig       ] [253/1810] Completed BOC in 0.2s | 4.14 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:00.692632] [INFO ] [sig       ] [254/1810] Forecasting BOE...
[2025-10-13T23:54:00.692702] [INFO ] [sig       ] Generating forecast for: BOE
[2025-10-13T23:54:00.692746] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOE' from 'https://tdm.silogroup.org/data/derivative_storage/BOE.csv'.
[2025-10-13T23:54:00.701579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOE'.
[2025-10-13T23:54:00.701874] [INFO ] [FORECASTER] Starting predict_future for BOE
[2025-10-13T23:54:00.726582] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:00.727293] [DEBUG] [LOCAL     ] No optimal features file found for BOE: ./output/feature-sets/BOE.txt
[2025-10-13T23:54:00.727348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:00.727382] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:00.727410] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:00.727466] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:00.744843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:00.745384] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:00.745465] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:00.745499] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:00.778809] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:00.778927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:00.778966] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:00.778995] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:00.782244] [DEBUG] [FORECASTER] BOE: Forecast T+1@11:T+2@11: UP (p=86.30%)
[2025-10-13T23:54:00.782505] [INFO ] [FORECASTER] Completed predict_future for BOE
[2025-10-13T23:54:00.782665] [INFO ] [sig       ] BOE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:00.922693] [INFO ] [LOCAL     ] Saved forecast: BOE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BOE.txt
[2025-10-13T23:54:00.922923] [INFO ] [sig       ] [254/1810] Completed BOE in 0.2s | 4.14 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:00.922968] [INFO ] [sig       ] [255/1810] Forecasting BOH...
[2025-10-13T23:54:00.922999] [INFO ] [sig       ] Generating forecast for: BOH
[2025-10-13T23:54:00.923030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOH' from 'https://tdm.silogroup.org/data/derivative_storage/BOH.csv'.
[2025-10-13T23:54:00.932516] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOH'.
[2025-10-13T23:54:00.932920] [INFO ] [FORECASTER] Starting predict_future for BOH
[2025-10-13T23:54:00.958759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:00.959526] [DEBUG] [LOCAL     ] No optimal features file found for BOH: ./output/feature-sets/BOH.txt
[2025-10-13T23:54:00.959588] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:00.959625] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:00.959694] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:00.959766] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:00.977345] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:00.978014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:00.978101] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:00.978137] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:01.016825] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:01.017000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:01.017043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:01.017075] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:01.020766] [DEBUG] [FORECASTER] BOH: Forecast T+1@11:T+2@11: UP (p=91.95%)
[2025-10-13T23:54:01.021064] [INFO ] [FORECASTER] Completed predict_future for BOH
[2025-10-13T23:54:01.021214] [INFO ] [sig       ] BOH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:01.164702] [INFO ] [LOCAL     ] Saved forecast: BOH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BOH.txt
[2025-10-13T23:54:01.164939] [INFO ] [sig       ] [255/1810] Completed BOH in 0.2s | 4.14 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:01.164985] [INFO ] [sig       ] [256/1810] Forecasting BOND...
[2025-10-13T23:54:01.165016] [INFO ] [sig       ] Generating forecast for: BOND
[2025-10-13T23:54:01.165048] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOND' from 'https://tdm.silogroup.org/data/derivative_storage/BOND.csv'.
[2025-10-13T23:54:01.173869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOND'.
[2025-10-13T23:54:01.174253] [INFO ] [FORECASTER] Starting predict_future for BOND
[2025-10-13T23:54:01.203781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:01.204577] [DEBUG] [LOCAL     ] No optimal features file found for BOND: ./output/feature-sets/BOND.txt
[2025-10-13T23:54:01.204637] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:01.204715] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:01.204749] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:01.204807] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:01.222414] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:01.223048] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:01.223135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:01.223170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:01.260988] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:01.261089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:01.261126] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:01.261155] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:01.264229] [DEBUG] [FORECASTER] BOND: Forecast T+1@11:T+2@11: UP (p=57.51%)
[2025-10-13T23:54:01.264483] [INFO ] [FORECASTER] Completed predict_future for BOND
[2025-10-13T23:54:01.264618] [INFO ] [sig       ] BOND: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:01.411593] [INFO ] [LOCAL     ] Saved forecast: BOND	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BOND.txt
[2025-10-13T23:54:01.411860] [INFO ] [sig       ] [256/1810] Completed BOND in 0.2s | 4.14 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:01.411915] [INFO ] [sig       ] [257/1810] Forecasting BOOT...
[2025-10-13T23:54:01.411947] [INFO ] [sig       ] Generating forecast for: BOOT
[2025-10-13T23:54:01.411980] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOOT' from 'https://tdm.silogroup.org/data/derivative_storage/BOOT.csv'.
[2025-10-13T23:54:01.421608] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOOT'.
[2025-10-13T23:54:01.421927] [INFO ] [FORECASTER] Starting predict_future for BOOT
[2025-10-13T23:54:01.446884] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:01.447592] [DEBUG] [LOCAL     ] No optimal features file found for BOOT: ./output/feature-sets/BOOT.txt
[2025-10-13T23:54:01.447671] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:01.447724] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:01.447759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:01.447815] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:01.464788] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:01.465346] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:01.465426] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:01.465460] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:01.504215] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:01.504299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:01.504335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:01.504365] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:01.507445] [DEBUG] [FORECASTER] BOOT: Forecast T+1@11:T+2@11: UP (p=55.88%)
[2025-10-13T23:54:01.507764] [INFO ] [FORECASTER] Completed predict_future for BOOT
[2025-10-13T23:54:01.507905] [INFO ] [sig       ] BOOT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:01.654704] [INFO ] [LOCAL     ] Saved forecast: BOOT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BOOT.txt
[2025-10-13T23:54:01.655011] [INFO ] [sig       ] [257/1810] Completed BOOT in 0.2s | 4.14 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:01.655073] [INFO ] [sig       ] [258/1810] Forecasting BORR...
[2025-10-13T23:54:01.655117] [INFO ] [sig       ] Generating forecast for: BORR
[2025-10-13T23:54:01.655182] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BORR' from 'https://tdm.silogroup.org/data/derivative_storage/BORR.csv'.
[2025-10-13T23:54:01.665509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BORR'.
[2025-10-13T23:54:01.665979] [INFO ] [FORECASTER] Starting predict_future for BORR
[2025-10-13T23:54:01.692991] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:01.693858] [DEBUG] [LOCAL     ] No optimal features file found for BORR: ./output/feature-sets/BORR.txt
[2025-10-13T23:54:01.693917] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:01.693953] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:01.693981] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:01.694040] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:01.712058] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:01.713023] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:01.713116] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:01.713151] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:01.760529] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:01.760781] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:01.760837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:01.760869] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:01.764510] [DEBUG] [FORECASTER] BORR: Forecast T+1@11:T+2@11: DOWN (p=13.92%)
[2025-10-13T23:54:01.764838] [INFO ] [FORECASTER] Completed predict_future for BORR
[2025-10-13T23:54:01.765002] [INFO ] [sig       ] BORR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:01.924269] [INFO ] [LOCAL     ] Saved forecast: BORR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BORR.txt
[2025-10-13T23:54:01.924520] [INFO ] [sig       ] [258/1810] Completed BORR in 0.3s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:01.924563] [INFO ] [sig       ] [259/1810] Forecasting BOW...
[2025-10-13T23:54:01.924595] [INFO ] [sig       ] Generating forecast for: BOW
[2025-10-13T23:54:01.924628] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOW' from 'https://tdm.silogroup.org/data/derivative_storage/BOW.csv'.
[2025-10-13T23:54:01.936176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOW'.
[2025-10-13T23:54:01.936787] [INFO ] [FORECASTER] Starting predict_future for BOW
[2025-10-13T23:54:01.962851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:01.963730] [DEBUG] [LOCAL     ] No optimal features file found for BOW: ./output/feature-sets/BOW.txt
[2025-10-13T23:54:01.963790] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:01.963828] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:01.963928] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:01.963997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:01.982585] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:01.983546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:01.983661] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:01.983724] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:02.016467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:02.016690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:02.016750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:02.016784] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:02.020523] [DEBUG] [FORECASTER] BOW: Forecast T+1@11:T+2@11: DOWN (p=42.24%)
[2025-10-13T23:54:02.020879] [INFO ] [FORECASTER] Completed predict_future for BOW
[2025-10-13T23:54:02.021026] [INFO ] [sig       ] BOW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:02.181232] [INFO ] [LOCAL     ] Saved forecast: BOW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BOW.txt
[2025-10-13T23:54:02.181500] [INFO ] [sig       ] [259/1810] Completed BOW in 0.3s | 4.13 sym/s | Total: 1.0m | ETA: 6.3m
[2025-10-13T23:54:02.181545] [INFO ] [sig       ] [260/1810] Forecasting BOX...
[2025-10-13T23:54:02.181577] [INFO ] [sig       ] Generating forecast for: BOX
[2025-10-13T23:54:02.181610] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BOX' from 'https://tdm.silogroup.org/data/derivative_storage/BOX.csv'.
[2025-10-13T23:54:02.190796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BOX'.
[2025-10-13T23:54:02.191120] [INFO ] [FORECASTER] Starting predict_future for BOX
[2025-10-13T23:54:02.216221] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:02.216963] [DEBUG] [LOCAL     ] No optimal features file found for BOX: ./output/feature-sets/BOX.txt
[2025-10-13T23:54:02.217019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:02.217054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:02.217100] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:02.217158] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:02.234101] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:02.234675] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:02.234765] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:02.234803] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:02.267727] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:02.267839] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:02.267878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:02.267907] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:02.271208] [DEBUG] [FORECASTER] BOX: Forecast T+1@11:T+2@11: DOWN (p=34.21%)
[2025-10-13T23:54:02.271466] [INFO ] [FORECASTER] Completed predict_future for BOX
[2025-10-13T23:54:02.271597] [INFO ] [sig       ] BOX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:02.411550] [INFO ] [LOCAL     ] Saved forecast: BOX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BOX.txt
[2025-10-13T23:54:02.411805] [INFO ] [sig       ] [260/1810] Completed BOX in 0.2s | 4.13 sym/s | Total: 1.0m | ETA: 6.2m
[2025-10-13T23:54:02.411866] [INFO ] [sig       ] [261/1810] Forecasting BR...
[2025-10-13T23:54:02.411901] [INFO ] [sig       ] Generating forecast for: BR
[2025-10-13T23:54:02.411935] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BR' from 'https://tdm.silogroup.org/data/derivative_storage/BR.csv'.
[2025-10-13T23:54:02.420821] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BR'.
[2025-10-13T23:54:02.421135] [INFO ] [FORECASTER] Starting predict_future for BR
[2025-10-13T23:54:02.445958] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:02.446662] [DEBUG] [LOCAL     ] No optimal features file found for BR: ./output/feature-sets/BR.txt
[2025-10-13T23:54:02.446724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:02.446760] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:02.446788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:02.446844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:02.463770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:02.464317] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:02.464400] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:02.464434] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:02.503201] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:02.503354] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:02.503415] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:02.503449] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:02.507172] [DEBUG] [FORECASTER] BR: Forecast T+1@11:T+2@11: DOWN (p=10.57%)
[2025-10-13T23:54:02.507465] [INFO ] [FORECASTER] Completed predict_future for BR
[2025-10-13T23:54:02.507631] [INFO ] [sig       ] BR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:02.649171] [INFO ] [LOCAL     ] Saved forecast: BR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BR.txt
[2025-10-13T23:54:02.649424] [INFO ] [sig       ] [261/1810] Completed BR in 0.2s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:02.649486] [INFO ] [sig       ] [262/1810] Forecasting BRBR...
[2025-10-13T23:54:02.649522] [INFO ] [sig       ] Generating forecast for: BRBR
[2025-10-13T23:54:02.649554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRBR' from 'https://tdm.silogroup.org/data/derivative_storage/BRBR.csv'.
[2025-10-13T23:54:02.659818] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRBR'.
[2025-10-13T23:54:02.660293] [INFO ] [FORECASTER] Starting predict_future for BRBR
[2025-10-13T23:54:02.686432] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:02.687282] [DEBUG] [LOCAL     ] No optimal features file found for BRBR: ./output/feature-sets/BRBR.txt
[2025-10-13T23:54:02.687339] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:02.687376] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:02.687405] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:02.687464] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:02.704971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:02.705879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:02.705966] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:02.706001] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:02.736762] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:02.736887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:02.736925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:02.736954] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:02.740465] [DEBUG] [FORECASTER] BRBR: Forecast T+1@11:T+2@11: DOWN (p=1.32%)
[2025-10-13T23:54:02.740785] [INFO ] [FORECASTER] Completed predict_future for BRBR
[2025-10-13T23:54:02.740934] [INFO ] [sig       ] BRBR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:02.883160] [INFO ] [LOCAL     ] Saved forecast: BRBR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BRBR.txt
[2025-10-13T23:54:02.883410] [INFO ] [sig       ] [262/1810] Completed BRBR in 0.2s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:02.883456] [INFO ] [sig       ] [263/1810] Forecasting BRC...
[2025-10-13T23:54:02.883487] [INFO ] [sig       ] Generating forecast for: BRC
[2025-10-13T23:54:02.883518] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRC' from 'https://tdm.silogroup.org/data/derivative_storage/BRC.csv'.
[2025-10-13T23:54:02.892529] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRC'.
[2025-10-13T23:54:02.892843] [INFO ] [FORECASTER] Starting predict_future for BRC
[2025-10-13T23:54:02.917738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:02.918434] [DEBUG] [LOCAL     ] No optimal features file found for BRC: ./output/feature-sets/BRC.txt
[2025-10-13T23:54:02.918490] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:02.918525] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:02.918553] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:02.918609] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:02.935564] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:02.936134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:02.936214] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:02.936249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:02.967722] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:02.967827] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:02.967865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:02.967895] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:02.971011] [DEBUG] [FORECASTER] BRC: Forecast T+1@11:T+2@11: DOWN (p=26.87%)
[2025-10-13T23:54:02.971268] [INFO ] [FORECASTER] Completed predict_future for BRC
[2025-10-13T23:54:02.971391] [INFO ] [sig       ] BRC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:03.110567] [INFO ] [LOCAL     ] Saved forecast: BRC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BRC.txt
[2025-10-13T23:54:03.110816] [INFO ] [sig       ] [263/1810] Completed BRC in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:03.110877] [INFO ] [sig       ] [264/1810] Forecasting BRCC...
[2025-10-13T23:54:03.110911] [INFO ] [sig       ] Generating forecast for: BRCC
[2025-10-13T23:54:03.110943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRCC' from 'https://tdm.silogroup.org/data/derivative_storage/BRCC.csv'.
[2025-10-13T23:54:03.120200] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRCC'.
[2025-10-13T23:54:03.120573] [INFO ] [FORECASTER] Starting predict_future for BRCC
[2025-10-13T23:54:03.145571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:03.146341] [DEBUG] [LOCAL     ] No optimal features file found for BRCC: ./output/feature-sets/BRCC.txt
[2025-10-13T23:54:03.146402] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:03.146437] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:03.146465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:03.146521] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:03.163762] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:03.164321] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:03.164405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:03.164440] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:03.198835] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:03.198975] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:03.199026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:03.199057] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:03.202440] [DEBUG] [FORECASTER] BRCC: Forecast T+1@11:T+2@11: UP (p=91.66%)
[2025-10-13T23:54:03.202738] [INFO ] [FORECASTER] Completed predict_future for BRCC
[2025-10-13T23:54:03.202880] [INFO ] [sig       ] BRCC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:03.345543] [INFO ] [LOCAL     ] Saved forecast: BRCC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BRCC.txt
[2025-10-13T23:54:03.345818] [INFO ] [sig       ] [264/1810] Completed BRCC in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:03.345880] [INFO ] [sig       ] [265/1810] Forecasting BRO...
[2025-10-13T23:54:03.345914] [INFO ] [sig       ] Generating forecast for: BRO
[2025-10-13T23:54:03.345947] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRO' from 'https://tdm.silogroup.org/data/derivative_storage/BRO.csv'.
[2025-10-13T23:54:03.355386] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRO'.
[2025-10-13T23:54:03.355758] [INFO ] [FORECASTER] Starting predict_future for BRO
[2025-10-13T23:54:03.380731] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:03.381423] [DEBUG] [LOCAL     ] No optimal features file found for BRO: ./output/feature-sets/BRO.txt
[2025-10-13T23:54:03.381478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:03.381512] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:03.381540] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:03.381596] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:03.398864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:03.399411] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:03.399492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:03.399526] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:03.432137] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:03.432218] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:03.432275] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:03.432306] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:03.435261] [DEBUG] [FORECASTER] BRO: Forecast T+1@11:T+2@11: UP (p=91.03%)
[2025-10-13T23:54:03.435511] [INFO ] [FORECASTER] Completed predict_future for BRO
[2025-10-13T23:54:03.435634] [INFO ] [sig       ] BRO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:03.575068] [INFO ] [LOCAL     ] Saved forecast: BRO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BRO.txt
[2025-10-13T23:54:03.575297] [INFO ] [sig       ] [265/1810] Completed BRO in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:03.575341] [INFO ] [sig       ] [266/1810] Forecasting BROS...
[2025-10-13T23:54:03.575372] [INFO ] [sig       ] Generating forecast for: BROS
[2025-10-13T23:54:03.575405] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BROS' from 'https://tdm.silogroup.org/data/derivative_storage/BROS.csv'.
[2025-10-13T23:54:03.584626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BROS'.
[2025-10-13T23:54:03.585013] [INFO ] [FORECASTER] Starting predict_future for BROS
[2025-10-13T23:54:03.610414] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:03.611169] [DEBUG] [LOCAL     ] No optimal features file found for BROS: ./output/feature-sets/BROS.txt
[2025-10-13T23:54:03.611225] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:03.611259] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:03.611287] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:03.611345] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:03.628258] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:03.628947] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:03.629032] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:03.629067] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:03.664126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:03.664311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:03.664355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:03.664388] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:03.667918] [DEBUG] [FORECASTER] BROS: Forecast T+1@11:T+2@11: DOWN (p=44.08%)
[2025-10-13T23:54:03.668188] [INFO ] [FORECASTER] Completed predict_future for BROS
[2025-10-13T23:54:03.668324] [INFO ] [sig       ] BROS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:03.814560] [INFO ] [LOCAL     ] Saved forecast: BROS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BROS.txt
[2025-10-13T23:54:03.814803] [INFO ] [sig       ] [266/1810] Completed BROS in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:03.814865] [INFO ] [sig       ] [267/1810] Forecasting BRSP...
[2025-10-13T23:54:03.814899] [INFO ] [sig       ] Generating forecast for: BRSP
[2025-10-13T23:54:03.814933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRSP' from 'https://tdm.silogroup.org/data/derivative_storage/BRSP.csv'.
[2025-10-13T23:54:03.824524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRSP'.
[2025-10-13T23:54:03.824884] [INFO ] [FORECASTER] Starting predict_future for BRSP
[2025-10-13T23:54:03.849837] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:03.850529] [DEBUG] [LOCAL     ] No optimal features file found for BRSP: ./output/feature-sets/BRSP.txt
[2025-10-13T23:54:03.850584] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:03.850618] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:03.850691] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:03.850776] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:03.867912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:03.868448] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:03.868530] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:03.868563] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:03.901613] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:03.901722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:03.901771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:03.901801] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:03.904831] [DEBUG] [FORECASTER] BRSP: Forecast T+1@11:T+2@11: DOWN (p=18.20%)
[2025-10-13T23:54:03.905084] [INFO ] [FORECASTER] Completed predict_future for BRSP
[2025-10-13T23:54:03.905210] [INFO ] [sig       ] BRSP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:04.048024] [INFO ] [LOCAL     ] Saved forecast: BRSP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BRSP.txt
[2025-10-13T23:54:04.048297] [INFO ] [sig       ] [267/1810] Completed BRSP in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:04.048360] [INFO ] [sig       ] [268/1810] Forecasting BRW...
[2025-10-13T23:54:04.048395] [INFO ] [sig       ] Generating forecast for: BRW
[2025-10-13T23:54:04.048428] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRW' from 'https://tdm.silogroup.org/data/derivative_storage/BRW.csv'.
[2025-10-13T23:54:04.057540] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRW'.
[2025-10-13T23:54:04.057864] [INFO ] [FORECASTER] Starting predict_future for BRW
[2025-10-13T23:54:04.082750] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:04.083420] [DEBUG] [LOCAL     ] No optimal features file found for BRW: ./output/feature-sets/BRW.txt
[2025-10-13T23:54:04.083475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:04.083509] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:04.083537] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:04.083593] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:04.100423] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:04.101013] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:04.101094] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:04.101129] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:04.131509] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:04.131597] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:04.131635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:04.131705] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:04.134733] [DEBUG] [FORECASTER] BRW: Forecast T+1@11:T+2@11: DOWN (p=7.74%)
[2025-10-13T23:54:04.134986] [INFO ] [FORECASTER] Completed predict_future for BRW
[2025-10-13T23:54:04.135107] [INFO ] [sig       ] BRW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:04.349770] [INFO ] [LOCAL     ] Saved forecast: BRW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BRW.txt
[2025-10-13T23:54:04.349972] [INFO ] [sig       ] [268/1810] Completed BRW in 0.3s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:04.350017] [INFO ] [sig       ] [269/1810] Forecasting BRX...
[2025-10-13T23:54:04.350048] [INFO ] [sig       ] Generating forecast for: BRX
[2025-10-13T23:54:04.350081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BRX' from 'https://tdm.silogroup.org/data/derivative_storage/BRX.csv'.
[2025-10-13T23:54:04.359487] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BRX'.
[2025-10-13T23:54:04.359869] [INFO ] [FORECASTER] Starting predict_future for BRX
[2025-10-13T23:54:04.387019] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:04.388250] [DEBUG] [LOCAL     ] No optimal features file found for BRX: ./output/feature-sets/BRX.txt
[2025-10-13T23:54:04.388327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:04.388397] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:04.388460] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:04.388574] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:04.406853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:04.407405] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:04.407492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:04.407593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:04.445796] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:04.445879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:04.445916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:04.445945] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:04.449306] [DEBUG] [FORECASTER] BRX: Forecast T+1@11:T+2@11: DOWN (p=6.44%)
[2025-10-13T23:54:04.449556] [INFO ] [FORECASTER] Completed predict_future for BRX
[2025-10-13T23:54:04.449723] [INFO ] [sig       ] BRX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:04.595007] [INFO ] [LOCAL     ] Saved forecast: BRX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BRX.txt
[2025-10-13T23:54:04.595235] [INFO ] [sig       ] [269/1810] Completed BRX in 0.2s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:04.595280] [INFO ] [sig       ] [270/1810] Forecasting BSAC...
[2025-10-13T23:54:04.595314] [INFO ] [sig       ] Generating forecast for: BSAC
[2025-10-13T23:54:04.595347] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSAC' from 'https://tdm.silogroup.org/data/derivative_storage/BSAC.csv'.
[2025-10-13T23:54:04.604708] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSAC'.
[2025-10-13T23:54:04.605030] [INFO ] [FORECASTER] Starting predict_future for BSAC
[2025-10-13T23:54:04.629898] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:04.630565] [DEBUG] [LOCAL     ] No optimal features file found for BSAC: ./output/feature-sets/BSAC.txt
[2025-10-13T23:54:04.630620] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:04.630687] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:04.630732] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:04.630791] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:04.648069] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:04.648600] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:04.648821] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:04.648870] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:04.680506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:04.680592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:04.680630] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:04.680697] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:04.683790] [DEBUG] [FORECASTER] BSAC: Forecast T+1@11:T+2@11: UP (p=63.30%)
[2025-10-13T23:54:04.684065] [INFO ] [FORECASTER] Completed predict_future for BSAC
[2025-10-13T23:54:04.684198] [INFO ] [sig       ] BSAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:04.824294] [INFO ] [LOCAL     ] Saved forecast: BSAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BSAC.txt
[2025-10-13T23:54:04.824504] [INFO ] [sig       ] [270/1810] Completed BSAC in 0.2s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:04.824547] [INFO ] [sig       ] [271/1810] Forecasting BSBR...
[2025-10-13T23:54:04.824579] [INFO ] [sig       ] Generating forecast for: BSBR
[2025-10-13T23:54:04.824612] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSBR' from 'https://tdm.silogroup.org/data/derivative_storage/BSBR.csv'.
[2025-10-13T23:54:04.833372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSBR'.
[2025-10-13T23:54:04.833639] [INFO ] [FORECASTER] Starting predict_future for BSBR
[2025-10-13T23:54:04.858468] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:04.859187] [DEBUG] [LOCAL     ] No optimal features file found for BSBR: ./output/feature-sets/BSBR.txt
[2025-10-13T23:54:04.859243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:04.859278] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:04.859307] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:04.859364] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:04.876446] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:04.877014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:04.877094] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:04.877128] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:04.910073] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:04.910149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:04.910186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:04.910215] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:04.913207] [DEBUG] [FORECASTER] BSBR: Forecast T+1@11:T+2@11: DOWN (p=46.62%)
[2025-10-13T23:54:04.913456] [INFO ] [FORECASTER] Completed predict_future for BSBR
[2025-10-13T23:54:04.913586] [INFO ] [sig       ] BSBR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:05.055933] [INFO ] [LOCAL     ] Saved forecast: BSBR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BSBR.txt
[2025-10-13T23:54:05.056175] [INFO ] [sig       ] [271/1810] Completed BSBR in 0.2s | 4.13 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:05.056228] [INFO ] [sig       ] [272/1810] Forecasting BSL...
[2025-10-13T23:54:05.056261] [INFO ] [sig       ] Generating forecast for: BSL
[2025-10-13T23:54:05.056294] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSL' from 'https://tdm.silogroup.org/data/derivative_storage/BSL.csv'.
[2025-10-13T23:54:05.066069] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSL'.
[2025-10-13T23:54:05.066419] [INFO ] [FORECASTER] Starting predict_future for BSL
[2025-10-13T23:54:05.091444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:05.092168] [DEBUG] [LOCAL     ] No optimal features file found for BSL: ./output/feature-sets/BSL.txt
[2025-10-13T23:54:05.092223] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:05.092303] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:05.092342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:05.092401] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:05.109304] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:05.109882] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:05.109963] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:05.109997] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:05.143844] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:05.143921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:05.143975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:05.144005] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:05.146942] [DEBUG] [FORECASTER] BSL: Forecast T+1@11:T+2@11: UP (p=78.88%)
[2025-10-13T23:54:05.147187] [INFO ] [FORECASTER] Completed predict_future for BSL
[2025-10-13T23:54:05.147321] [INFO ] [sig       ] BSL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:05.290020] [INFO ] [LOCAL     ] Saved forecast: BSL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BSL.txt
[2025-10-13T23:54:05.290263] [INFO ] [sig       ] [272/1810] Completed BSL in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:05.290326] [INFO ] [sig       ] [273/1810] Forecasting BSM...
[2025-10-13T23:54:05.290362] [INFO ] [sig       ] Generating forecast for: BSM
[2025-10-13T23:54:05.290397] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSM' from 'https://tdm.silogroup.org/data/derivative_storage/BSM.csv'.
[2025-10-13T23:54:05.300096] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSM'.
[2025-10-13T23:54:05.300441] [INFO ] [FORECASTER] Starting predict_future for BSM
[2025-10-13T23:54:05.325082] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:05.325792] [DEBUG] [LOCAL     ] No optimal features file found for BSM: ./output/feature-sets/BSM.txt
[2025-10-13T23:54:05.325848] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:05.325883] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:05.325913] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:05.325974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:05.343172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:05.344014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:05.344102] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:05.344139] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:05.375965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:05.376066] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:05.376103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:05.376132] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:05.379297] [DEBUG] [FORECASTER] BSM: Forecast T+1@11:T+2@11: DOWN (p=5.48%)
[2025-10-13T23:54:05.379555] [INFO ] [FORECASTER] Completed predict_future for BSM
[2025-10-13T23:54:05.379719] [INFO ] [sig       ] BSM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:05.519846] [INFO ] [LOCAL     ] Saved forecast: BSM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BSM.txt
[2025-10-13T23:54:05.520074] [INFO ] [sig       ] [273/1810] Completed BSM in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:05.520118] [INFO ] [sig       ] [274/1810] Forecasting BST...
[2025-10-13T23:54:05.520149] [INFO ] [sig       ] Generating forecast for: BST
[2025-10-13T23:54:05.520181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BST' from 'https://tdm.silogroup.org/data/derivative_storage/BST.csv'.
[2025-10-13T23:54:05.529054] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BST'.
[2025-10-13T23:54:05.529338] [INFO ] [FORECASTER] Starting predict_future for BST
[2025-10-13T23:54:05.553984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:05.554684] [DEBUG] [LOCAL     ] No optimal features file found for BST: ./output/feature-sets/BST.txt
[2025-10-13T23:54:05.554743] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:05.554783] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:05.554812] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:05.554888] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:05.572322] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:05.572982] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:05.573066] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:05.573101] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:05.604967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:05.605098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:05.605139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:05.605169] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:05.608490] [DEBUG] [FORECASTER] BST: Forecast T+1@11:T+2@11: UP (p=95.42%)
[2025-10-13T23:54:05.608810] [INFO ] [FORECASTER] Completed predict_future for BST
[2025-10-13T23:54:05.608960] [INFO ] [sig       ] BST: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:05.751066] [INFO ] [LOCAL     ] Saved forecast: BST	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BST.txt
[2025-10-13T23:54:05.751322] [INFO ] [sig       ] [274/1810] Completed BST in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:05.751367] [INFO ] [sig       ] [275/1810] Forecasting BSTZ...
[2025-10-13T23:54:05.751399] [INFO ] [sig       ] Generating forecast for: BSTZ
[2025-10-13T23:54:05.751432] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BSTZ.csv'.
[2025-10-13T23:54:05.760595] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSTZ'.
[2025-10-13T23:54:05.760982] [INFO ] [FORECASTER] Starting predict_future for BSTZ
[2025-10-13T23:54:05.785969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:05.786830] [DEBUG] [LOCAL     ] No optimal features file found for BSTZ: ./output/feature-sets/BSTZ.txt
[2025-10-13T23:54:05.786887] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:05.786922] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:05.786951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:05.787011] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:05.804182] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:05.804903] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:05.804988] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:05.805022] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:05.839605] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:05.839813] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:05.839864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:05.839894] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:05.843338] [DEBUG] [FORECASTER] BSTZ: Forecast T+1@11:T+2@11: DOWN (p=48.91%)
[2025-10-13T23:54:05.843610] [INFO ] [FORECASTER] Completed predict_future for BSTZ
[2025-10-13T23:54:05.843785] [INFO ] [sig       ] BSTZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:05.987277] [INFO ] [LOCAL     ] Saved forecast: BSTZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BSTZ.txt
[2025-10-13T23:54:05.987548] [INFO ] [sig       ] [275/1810] Completed BSTZ in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:05.987611] [INFO ] [sig       ] [276/1810] Forecasting BSX...
[2025-10-13T23:54:05.987671] [INFO ] [sig       ] Generating forecast for: BSX
[2025-10-13T23:54:05.987727] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BSX' from 'https://tdm.silogroup.org/data/derivative_storage/BSX.csv'.
[2025-10-13T23:54:05.996804] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BSX'.
[2025-10-13T23:54:05.997098] [INFO ] [FORECASTER] Starting predict_future for BSX
[2025-10-13T23:54:06.021854] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:06.022525] [DEBUG] [LOCAL     ] No optimal features file found for BSX: ./output/feature-sets/BSX.txt
[2025-10-13T23:54:06.022580] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:06.022615] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:06.022669] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:06.022750] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:06.039946] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:06.040554] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:06.040636] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:06.040710] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:06.078262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:06.078367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:06.078405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:06.078434] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:06.081574] [DEBUG] [FORECASTER] BSX: Forecast T+1@11:T+2@11: UP (p=81.89%)
[2025-10-13T23:54:06.081867] [INFO ] [FORECASTER] Completed predict_future for BSX
[2025-10-13T23:54:06.082005] [INFO ] [sig       ] BSX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:06.221892] [INFO ] [LOCAL     ] Saved forecast: BSX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BSX.txt
[2025-10-13T23:54:06.222130] [INFO ] [sig       ] [276/1810] Completed BSX in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:06.222173] [INFO ] [sig       ] [277/1810] Forecasting BTA...
[2025-10-13T23:54:06.222205] [INFO ] [sig       ] Generating forecast for: BTA
[2025-10-13T23:54:06.222238] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTA' from 'https://tdm.silogroup.org/data/derivative_storage/BTA.csv'.
[2025-10-13T23:54:06.231535] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTA'.
[2025-10-13T23:54:06.231948] [INFO ] [FORECASTER] Starting predict_future for BTA
[2025-10-13T23:54:06.257373] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:06.258266] [DEBUG] [LOCAL     ] No optimal features file found for BTA: ./output/feature-sets/BTA.txt
[2025-10-13T23:54:06.258328] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:06.258374] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:06.258431] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:06.258527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:06.276328] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:06.276977] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:06.277069] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:06.277134] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:06.312575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:06.312798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:06.312861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:06.312900] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:06.316492] [DEBUG] [FORECASTER] BTA: Forecast T+1@11:T+2@11: DOWN (p=4.57%)
[2025-10-13T23:54:06.316881] [INFO ] [FORECASTER] Completed predict_future for BTA
[2025-10-13T23:54:06.317046] [INFO ] [sig       ] BTA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:06.462632] [INFO ] [LOCAL     ] Saved forecast: BTA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BTA.txt
[2025-10-13T23:54:06.462952] [INFO ] [sig       ] [277/1810] Completed BTA in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:06.463000] [INFO ] [sig       ] [278/1810] Forecasting BTE...
[2025-10-13T23:54:06.463032] [INFO ] [sig       ] Generating forecast for: BTE
[2025-10-13T23:54:06.463065] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTE' from 'https://tdm.silogroup.org/data/derivative_storage/BTE.csv'.
[2025-10-13T23:54:06.472322] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTE'.
[2025-10-13T23:54:06.472743] [INFO ] [FORECASTER] Starting predict_future for BTE
[2025-10-13T23:54:06.498097] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:06.498942] [DEBUG] [LOCAL     ] No optimal features file found for BTE: ./output/feature-sets/BTE.txt
[2025-10-13T23:54:06.499003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:06.499038] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:06.499065] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:06.499123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:06.516256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:06.517034] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:06.517120] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:06.517154] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:06.553062] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:06.553277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:06.553329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:06.553361] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:06.557349] [DEBUG] [FORECASTER] BTE: Forecast T+1@11:T+2@11: DOWN (p=30.32%)
[2025-10-13T23:54:06.557806] [INFO ] [FORECASTER] Completed predict_future for BTE
[2025-10-13T23:54:06.558035] [INFO ] [sig       ] BTE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:06.705553] [INFO ] [LOCAL     ] Saved forecast: BTE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BTE.txt
[2025-10-13T23:54:06.705786] [INFO ] [sig       ] [278/1810] Completed BTE in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:06.705850] [INFO ] [sig       ] [279/1810] Forecasting BTI...
[2025-10-13T23:54:06.705885] [INFO ] [sig       ] Generating forecast for: BTI
[2025-10-13T23:54:06.705918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTI' from 'https://tdm.silogroup.org/data/derivative_storage/BTI.csv'.
[2025-10-13T23:54:06.714548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTI'.
[2025-10-13T23:54:06.714883] [INFO ] [FORECASTER] Starting predict_future for BTI
[2025-10-13T23:54:06.740517] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:06.741388] [DEBUG] [LOCAL     ] No optimal features file found for BTI: ./output/feature-sets/BTI.txt
[2025-10-13T23:54:06.741446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:06.741483] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:06.741514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:06.741575] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:06.759461] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:06.760065] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:06.760147] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:06.760183] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:06.791807] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:06.791910] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:06.791949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:06.791999] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:06.795219] [DEBUG] [FORECASTER] BTI: Forecast T+1@11:T+2@11: DOWN (p=40.51%)
[2025-10-13T23:54:06.795485] [INFO ] [FORECASTER] Completed predict_future for BTI
[2025-10-13T23:54:06.795615] [INFO ] [sig       ] BTI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:06.943836] [INFO ] [LOCAL     ] Saved forecast: BTI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BTI.txt
[2025-10-13T23:54:06.944082] [INFO ] [sig       ] [279/1810] Completed BTI in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:06.944137] [INFO ] [sig       ] [280/1810] Forecasting BTO...
[2025-10-13T23:54:06.944176] [INFO ] [sig       ] Generating forecast for: BTO
[2025-10-13T23:54:06.944250] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTO' from 'https://tdm.silogroup.org/data/derivative_storage/BTO.csv'.
[2025-10-13T23:54:06.953757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTO'.
[2025-10-13T23:54:06.954209] [INFO ] [FORECASTER] Starting predict_future for BTO
[2025-10-13T23:54:06.980844] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:06.981717] [DEBUG] [LOCAL     ] No optimal features file found for BTO: ./output/feature-sets/BTO.txt
[2025-10-13T23:54:06.981775] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:06.981811] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:06.981843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:06.981903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:07.000109] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:07.000831] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:07.000917] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:07.000952] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:07.036681] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:07.036893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:07.036974] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:07.037046] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:07.041248] [DEBUG] [FORECASTER] BTO: Forecast T+1@11:T+2@11: DOWN (p=39.66%)
[2025-10-13T23:54:07.041539] [INFO ] [FORECASTER] Completed predict_future for BTO
[2025-10-13T23:54:07.041717] [INFO ] [sig       ] BTO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:07.194943] [INFO ] [LOCAL     ] Saved forecast: BTO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BTO.txt
[2025-10-13T23:54:07.195182] [INFO ] [sig       ] [280/1810] Completed BTO in 0.3s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:07.195226] [INFO ] [sig       ] [281/1810] Forecasting BTT...
[2025-10-13T23:54:07.195258] [INFO ] [sig       ] Generating forecast for: BTT
[2025-10-13T23:54:07.195291] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTT' from 'https://tdm.silogroup.org/data/derivative_storage/BTT.csv'.
[2025-10-13T23:54:07.204592] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTT'.
[2025-10-13T23:54:07.205014] [INFO ] [FORECASTER] Starting predict_future for BTT
[2025-10-13T23:54:07.238214] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:07.239047] [DEBUG] [LOCAL     ] No optimal features file found for BTT: ./output/feature-sets/BTT.txt
[2025-10-13T23:54:07.239114] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:07.239150] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:07.239181] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:07.239262] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:07.258849] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:07.259507] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:07.259592] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:07.259627] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:07.299199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:07.299347] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:07.299389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:07.299420] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:07.302991] [DEBUG] [FORECASTER] BTT: Forecast T+1@11:T+2@11: DOWN (p=2.65%)
[2025-10-13T23:54:07.303333] [INFO ] [FORECASTER] Completed predict_future for BTT
[2025-10-13T23:54:07.303486] [INFO ] [sig       ] BTT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:07.449769] [INFO ] [LOCAL     ] Saved forecast: BTT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BTT.txt
[2025-10-13T23:54:07.450004] [INFO ] [sig       ] [281/1810] Completed BTT in 0.3s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:07.450048] [INFO ] [sig       ] [282/1810] Forecasting BTU...
[2025-10-13T23:54:07.450080] [INFO ] [sig       ] Generating forecast for: BTU
[2025-10-13T23:54:07.450159] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTU' from 'https://tdm.silogroup.org/data/derivative_storage/BTU.csv'.
[2025-10-13T23:54:07.459472] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTU'.
[2025-10-13T23:54:07.459886] [INFO ] [FORECASTER] Starting predict_future for BTU
[2025-10-13T23:54:07.485383] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:07.486210] [DEBUG] [LOCAL     ] No optimal features file found for BTU: ./output/feature-sets/BTU.txt
[2025-10-13T23:54:07.486268] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:07.486304] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:07.486333] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:07.486392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:07.504119] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:07.504815] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:07.504900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:07.504935] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:07.537671] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:07.537895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:07.537960] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:07.538012] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:07.543120] [DEBUG] [FORECASTER] BTU: Forecast T+1@11:T+2@11: UP (p=87.69%)
[2025-10-13T23:54:07.543601] [INFO ] [FORECASTER] Completed predict_future for BTU
[2025-10-13T23:54:07.543832] [INFO ] [sig       ] BTU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:07.698726] [INFO ] [LOCAL     ] Saved forecast: BTU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BTU.txt
[2025-10-13T23:54:07.698940] [INFO ] [sig       ] [282/1810] Completed BTU in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:07.698984] [INFO ] [sig       ] [283/1810] Forecasting BTZ...
[2025-10-13T23:54:07.699015] [INFO ] [sig       ] Generating forecast for: BTZ
[2025-10-13T23:54:07.699047] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BTZ' from 'https://tdm.silogroup.org/data/derivative_storage/BTZ.csv'.
[2025-10-13T23:54:07.707582] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BTZ'.
[2025-10-13T23:54:07.707889] [INFO ] [FORECASTER] Starting predict_future for BTZ
[2025-10-13T23:54:07.732520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:07.733251] [DEBUG] [LOCAL     ] No optimal features file found for BTZ: ./output/feature-sets/BTZ.txt
[2025-10-13T23:54:07.733306] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:07.733340] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:07.733368] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:07.733425] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:07.750611] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:07.751205] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:07.751285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:07.751319] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:07.790913] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:07.791039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:07.791079] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:07.791108] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:07.794394] [DEBUG] [FORECASTER] BTZ: Forecast T+1@11:T+2@11: UP (p=91.96%)
[2025-10-13T23:54:07.794700] [INFO ] [FORECASTER] Completed predict_future for BTZ
[2025-10-13T23:54:07.794860] [INFO ] [sig       ] BTZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:07.934768] [INFO ] [LOCAL     ] Saved forecast: BTZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BTZ.txt
[2025-10-13T23:54:07.934990] [INFO ] [sig       ] [283/1810] Completed BTZ in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.2m
[2025-10-13T23:54:07.935035] [INFO ] [sig       ] [284/1810] Forecasting BUD...
[2025-10-13T23:54:07.935067] [INFO ] [sig       ] Generating forecast for: BUD
[2025-10-13T23:54:07.935100] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUD' from 'https://tdm.silogroup.org/data/derivative_storage/BUD.csv'.
[2025-10-13T23:54:07.944141] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUD'.
[2025-10-13T23:54:07.944490] [INFO ] [FORECASTER] Starting predict_future for BUD
[2025-10-13T23:54:07.969448] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:07.970196] [DEBUG] [LOCAL     ] No optimal features file found for BUD: ./output/feature-sets/BUD.txt
[2025-10-13T23:54:07.970252] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:07.970288] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:07.970324] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:07.970381] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:07.987615] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:07.988184] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:07.988264] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:07.988298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:08.025907] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:08.026035] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:08.026074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:08.026104] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:08.029686] [DEBUG] [FORECASTER] BUD: Forecast T+1@11:T+2@11: UP (p=92.88%)
[2025-10-13T23:54:08.029956] [INFO ] [FORECASTER] Completed predict_future for BUD
[2025-10-13T23:54:08.030095] [INFO ] [sig       ] BUD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:08.169059] [INFO ] [LOCAL     ] Saved forecast: BUD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BUD.txt
[2025-10-13T23:54:08.169296] [INFO ] [sig       ] [284/1810] Completed BUD in 0.2s | 4.14 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-13T23:54:08.169351] [INFO ] [sig       ] [285/1810] Forecasting BUI...
[2025-10-13T23:54:08.169383] [INFO ] [sig       ] Generating forecast for: BUI
[2025-10-13T23:54:08.169416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUI' from 'https://tdm.silogroup.org/data/derivative_storage/BUI.csv'.
[2025-10-13T23:54:08.179409] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUI'.
[2025-10-13T23:54:08.179852] [INFO ] [FORECASTER] Starting predict_future for BUI
[2025-10-13T23:54:08.206184] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:08.207033] [DEBUG] [LOCAL     ] No optimal features file found for BUI: ./output/feature-sets/BUI.txt
[2025-10-13T23:54:08.207132] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:08.207175] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:08.207207] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:08.207267] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:08.225286] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:08.226250] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:08.226346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:08.226383] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:08.267086] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:08.267270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:08.267313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:08.267344] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:08.270984] [DEBUG] [FORECASTER] BUI: Forecast T+1@11:T+2@11: DOWN (p=3.51%)
[2025-10-13T23:54:08.271262] [INFO ] [FORECASTER] Completed predict_future for BUI
[2025-10-13T23:54:08.271398] [INFO ] [sig       ] BUI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:08.421395] [INFO ] [LOCAL     ] Saved forecast: BUI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BUI.txt
[2025-10-13T23:54:08.421634] [INFO ] [sig       ] [285/1810] Completed BUI in 0.3s | 4.14 sym/s | Total: 1.1m | ETA: 6.1m
[2025-10-13T23:54:08.421719] [INFO ] [sig       ] [286/1810] Forecasting BUR...
[2025-10-13T23:54:08.421757] [INFO ] [sig       ] Generating forecast for: BUR
[2025-10-13T23:54:08.421791] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUR' from 'https://tdm.silogroup.org/data/derivative_storage/BUR.csv'.
[2025-10-13T23:54:08.431131] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BUR'.
[2025-10-13T23:54:08.431470] [INFO ] [FORECASTER] Starting predict_future for BUR
[2025-10-13T23:54:08.456174] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:08.456877] [DEBUG] [LOCAL     ] No optimal features file found for BUR: ./output/feature-sets/BUR.txt
[2025-10-13T23:54:08.456935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:08.456969] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:08.456998] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:08.457056] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:08.474353] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:08.474925] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:08.475006] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:08.475040] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:08.510876] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:08.511043] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:08.511085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:08.511136] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:08.514532] [DEBUG] [FORECASTER] BUR: Forecast T+1@11:T+2@11: DOWN (p=14.66%)
[2025-10-13T23:54:08.514840] [INFO ] [FORECASTER] Completed predict_future for BUR
[2025-10-13T23:54:08.514987] [INFO ] [sig       ] BUR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:08.665084] [INFO ] [LOCAL     ] Saved forecast: BUR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BUR.txt
[2025-10-13T23:54:08.665350] [INFO ] [sig       ] [286/1810] Completed BUR in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:08.665395] [INFO ] [sig       ] [287/1810] Forecasting BURL...
[2025-10-13T23:54:08.665427] [INFO ] [sig       ] Generating forecast for: BURL
[2025-10-13T23:54:08.665460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BURL' from 'https://tdm.silogroup.org/data/derivative_storage/BURL.csv'.
[2025-10-13T23:54:08.676988] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BURL'.
[2025-10-13T23:54:08.677563] [INFO ] [FORECASTER] Starting predict_future for BURL
[2025-10-13T23:54:08.713834] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:08.714931] [DEBUG] [LOCAL     ] No optimal features file found for BURL: ./output/feature-sets/BURL.txt
[2025-10-13T23:54:08.715005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:08.715053] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:08.715093] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:08.715183] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:08.733969] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:08.734920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:08.735012] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:08.735047] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:08.772091] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:08.772281] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:08.772325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:08.772358] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:08.776164] [DEBUG] [FORECASTER] BURL: Forecast T+1@11:T+2@11: DOWN (p=45.98%)
[2025-10-13T23:54:08.776448] [INFO ] [FORECASTER] Completed predict_future for BURL
[2025-10-13T23:54:08.776581] [INFO ] [sig       ] BURL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:08.917889] [INFO ] [LOCAL     ] Saved forecast: BURL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BURL.txt
[2025-10-13T23:54:08.918118] [INFO ] [sig       ] [287/1810] Completed BURL in 0.3s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:08.918160] [INFO ] [sig       ] [288/1810] Forecasting BUXX...
[2025-10-13T23:54:08.918192] [INFO ] [sig       ] Generating forecast for: BUXX
[2025-10-13T23:54:08.918225] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BUXX' from 'https://tdm.silogroup.org/data/derivative_storage/BUXX.csv'.
[2025-10-13T23:54:08.927463] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BUXX'.
[2025-10-13T23:54:08.927832] [INFO ] [FORECASTER] Starting predict_future for BUXX
[2025-10-13T23:54:08.953381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:08.954134] [DEBUG] [LOCAL     ] No optimal features file found for BUXX: ./output/feature-sets/BUXX.txt
[2025-10-13T23:54:08.954191] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:08.954228] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:08.954259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:08.954318] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:08.976400] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:08.977079] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:08.977199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:08.977243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:09.012457] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:09.012635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:09.012723] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:09.012760] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:09.016238] [DEBUG] [FORECASTER] BUXX: Forecast T+1@11:T+2@11: DOWN (p=33.74%)
[2025-10-13T23:54:09.016545] [INFO ] [FORECASTER] Completed predict_future for BUXX
[2025-10-13T23:54:09.016727] [INFO ] [sig       ] BUXX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:09.161413] [INFO ] [LOCAL     ] Saved forecast: BUXX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BUXX.txt
[2025-10-13T23:54:09.161670] [INFO ] [sig       ] [288/1810] Completed BUXX in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:09.161734] [INFO ] [sig       ] [289/1810] Forecasting BV...
[2025-10-13T23:54:09.161769] [INFO ] [sig       ] Generating forecast for: BV
[2025-10-13T23:54:09.161801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BV' from 'https://tdm.silogroup.org/data/derivative_storage/BV.csv'.
[2025-10-13T23:54:09.171673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BV'.
[2025-10-13T23:54:09.172041] [INFO ] [FORECASTER] Starting predict_future for BV
[2025-10-13T23:54:09.196972] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:09.197756] [DEBUG] [LOCAL     ] No optimal features file found for BV: ./output/feature-sets/BV.txt
[2025-10-13T23:54:09.197814] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:09.197849] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:09.197881] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:09.197937] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:09.215102] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:09.215706] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:09.215796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:09.215831] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:09.249293] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:09.249434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:09.249496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:09.249562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:09.252917] [DEBUG] [FORECASTER] BV: Forecast T+1@11:T+2@11: UP (p=88.31%)
[2025-10-13T23:54:09.253184] [INFO ] [FORECASTER] Completed predict_future for BV
[2025-10-13T23:54:09.253317] [INFO ] [sig       ] BV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:09.402340] [INFO ] [LOCAL     ] Saved forecast: BV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BV.txt
[2025-10-13T23:54:09.402624] [INFO ] [sig       ] [289/1810] Completed BV in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:09.402708] [INFO ] [sig       ] [290/1810] Forecasting BVN...
[2025-10-13T23:54:09.402753] [INFO ] [sig       ] Generating forecast for: BVN
[2025-10-13T23:54:09.402789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BVN' from 'https://tdm.silogroup.org/data/derivative_storage/BVN.csv'.
[2025-10-13T23:54:09.413303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BVN'.
[2025-10-13T23:54:09.413691] [INFO ] [FORECASTER] Starting predict_future for BVN
[2025-10-13T23:54:09.439131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:09.439915] [DEBUG] [LOCAL     ] No optimal features file found for BVN: ./output/feature-sets/BVN.txt
[2025-10-13T23:54:09.439972] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:09.440006] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:09.440035] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:09.440092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:09.457115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:09.457786] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:09.457871] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:09.457906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:09.496017] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:09.496155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:09.496194] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:09.496224] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:09.499598] [DEBUG] [FORECASTER] BVN: Forecast T+1@11:T+2@11: UP (p=82.54%)
[2025-10-13T23:54:09.499897] [INFO ] [FORECASTER] Completed predict_future for BVN
[2025-10-13T23:54:09.500039] [INFO ] [sig       ] BVN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:09.638530] [INFO ] [LOCAL     ] Saved forecast: BVN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BVN.txt
[2025-10-13T23:54:09.638781] [INFO ] [sig       ] [290/1810] Completed BVN in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:09.638842] [INFO ] [sig       ] [291/1810] Forecasting BW...
[2025-10-13T23:54:09.638878] [INFO ] [sig       ] Generating forecast for: BW
[2025-10-13T23:54:09.638913] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BW' from 'https://tdm.silogroup.org/data/derivative_storage/BW.csv'.
[2025-10-13T23:54:09.647884] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BW'.
[2025-10-13T23:54:09.648203] [INFO ] [FORECASTER] Starting predict_future for BW
[2025-10-13T23:54:09.672770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:09.673501] [DEBUG] [LOCAL     ] No optimal features file found for BW: ./output/feature-sets/BW.txt
[2025-10-13T23:54:09.673556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:09.673591] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:09.673619] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:09.673703] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:09.690438] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:09.691059] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:09.691141] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:09.691176] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:09.728353] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:09.728483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:09.728522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:09.728552] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:09.734434] [DEBUG] [FORECASTER] BW: Forecast T+1@11:T+2@11: DOWN (p=20.04%)
[2025-10-13T23:54:09.734786] [INFO ] [FORECASTER] Completed predict_future for BW
[2025-10-13T23:54:09.734932] [INFO ] [sig       ] BW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:09.875106] [INFO ] [LOCAL     ] Saved forecast: BW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BW.txt
[2025-10-13T23:54:09.875336] [INFO ] [sig       ] [291/1810] Completed BW in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:09.875392] [INFO ] [sig       ] [292/1810] Forecasting BWA...
[2025-10-13T23:54:09.875427] [INFO ] [sig       ] Generating forecast for: BWA
[2025-10-13T23:54:09.875462] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWA' from 'https://tdm.silogroup.org/data/derivative_storage/BWA.csv'.
[2025-10-13T23:54:09.884963] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWA'.
[2025-10-13T23:54:09.885438] [INFO ] [FORECASTER] Starting predict_future for BWA
[2025-10-13T23:54:09.911536] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:09.912417] [DEBUG] [LOCAL     ] No optimal features file found for BWA: ./output/feature-sets/BWA.txt
[2025-10-13T23:54:09.912480] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:09.912515] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:09.912544] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:09.912602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:09.929598] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:09.930439] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:09.930537] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:09.930572] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:09.966317] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:09.966511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:09.966555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:09.966585] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:09.970204] [DEBUG] [FORECASTER] BWA: Forecast T+1@11:T+2@11: UP (p=99.64%)
[2025-10-13T23:54:09.970493] [INFO ] [FORECASTER] Completed predict_future for BWA
[2025-10-13T23:54:09.970633] [INFO ] [sig       ] BWA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:10.111910] [INFO ] [LOCAL     ] Saved forecast: BWA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWA.txt
[2025-10-13T23:54:10.112140] [INFO ] [sig       ] [292/1810] Completed BWA in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:10.112183] [INFO ] [sig       ] [293/1810] Forecasting BWG...
[2025-10-13T23:54:10.112215] [INFO ] [sig       ] Generating forecast for: BWG
[2025-10-13T23:54:10.112248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWG' from 'https://tdm.silogroup.org/data/derivative_storage/BWG.csv'.
[2025-10-13T23:54:10.122513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWG'.
[2025-10-13T23:54:10.122931] [INFO ] [FORECASTER] Starting predict_future for BWG
[2025-10-13T23:54:10.147598] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:10.148297] [DEBUG] [LOCAL     ] No optimal features file found for BWG: ./output/feature-sets/BWG.txt
[2025-10-13T23:54:10.148353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:10.148386] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:10.148415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:10.148472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:10.165220] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:10.165947] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:10.166031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:10.166066] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:10.202047] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:10.202189] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:10.202230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:10.202261] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:10.205616] [DEBUG] [FORECASTER] BWG: Forecast T+1@11:T+2@11: UP (p=60.36%)
[2025-10-13T23:54:10.205916] [INFO ] [FORECASTER] Completed predict_future for BWG
[2025-10-13T23:54:10.206056] [INFO ] [sig       ] BWG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:10.344712] [INFO ] [LOCAL     ] Saved forecast: BWG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWG.txt
[2025-10-13T23:54:10.345012] [INFO ] [sig       ] [293/1810] Completed BWG in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:10.345058] [INFO ] [sig       ] [294/1810] Forecasting BWLP...
[2025-10-13T23:54:10.345090] [INFO ] [sig       ] Generating forecast for: BWLP
[2025-10-13T23:54:10.345125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWLP' from 'https://tdm.silogroup.org/data/derivative_storage/BWLP.csv'.
[2025-10-13T23:54:10.354225] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWLP'.
[2025-10-13T23:54:10.354583] [INFO ] [FORECASTER] Starting predict_future for BWLP
[2025-10-13T23:54:10.379307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:10.380077] [DEBUG] [LOCAL     ] No optimal features file found for BWLP: ./output/feature-sets/BWLP.txt
[2025-10-13T23:54:10.380133] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:10.380168] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:10.380197] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:10.380256] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:10.397169] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:10.397796] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:10.397877] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:10.397911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:10.434872] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:10.434968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:10.435005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:10.435035] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:10.438091] [DEBUG] [FORECASTER] BWLP: Forecast T+1@11:T+2@11: UP (p=92.06%)
[2025-10-13T23:54:10.438342] [INFO ] [FORECASTER] Completed predict_future for BWLP
[2025-10-13T23:54:10.438478] [INFO ] [sig       ] BWLP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:10.584375] [INFO ] [LOCAL     ] Saved forecast: BWLP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWLP.txt
[2025-10-13T23:54:10.584629] [INFO ] [sig       ] [294/1810] Completed BWLP in 0.2s | 4.14 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:10.584743] [INFO ] [sig       ] [295/1810] Forecasting BWMX...
[2025-10-13T23:54:10.584784] [INFO ] [sig       ] Generating forecast for: BWMX
[2025-10-13T23:54:10.584819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWMX' from 'https://tdm.silogroup.org/data/derivative_storage/BWMX.csv'.
[2025-10-13T23:54:10.594395] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWMX'.
[2025-10-13T23:54:10.594815] [INFO ] [FORECASTER] Starting predict_future for BWMX
[2025-10-13T23:54:10.622769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:10.623614] [DEBUG] [LOCAL     ] No optimal features file found for BWMX: ./output/feature-sets/BWMX.txt
[2025-10-13T23:54:10.623712] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:10.623790] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:10.623856] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:10.623951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:10.644361] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:10.645148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:10.645235] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:10.645270] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:10.684000] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:10.684181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:10.684248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:10.684304] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:10.688069] [DEBUG] [FORECASTER] BWMX: Forecast T+1@11:T+2@11: UP (p=97.62%)
[2025-10-13T23:54:10.688358] [INFO ] [FORECASTER] Completed predict_future for BWMX
[2025-10-13T23:54:10.688502] [INFO ] [sig       ] BWMX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:10.858365] [INFO ] [LOCAL     ] Saved forecast: BWMX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWMX.txt
[2025-10-13T23:54:10.858724] [INFO ] [sig       ] [295/1810] Completed BWMX in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:10.858790] [INFO ] [sig       ] [296/1810] Forecasting BWNB...
[2025-10-13T23:54:10.858826] [INFO ] [sig       ] Generating forecast for: BWNB
[2025-10-13T23:54:10.858870] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWNB' from 'https://tdm.silogroup.org/data/derivative_storage/BWNB.csv'.
[2025-10-13T23:54:10.868707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWNB'.
[2025-10-13T23:54:10.869015] [INFO ] [FORECASTER] Starting predict_future for BWNB
[2025-10-13T23:54:10.898149] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:10.899043] [DEBUG] [LOCAL     ] No optimal features file found for BWNB: ./output/feature-sets/BWNB.txt
[2025-10-13T23:54:10.899102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:10.899139] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:10.899169] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:10.899227] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:10.919616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:10.920683] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:10.920787] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:10.920836] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:10.959612] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:10.959815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:10.959866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:10.959897] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:10.964008] [DEBUG] [FORECASTER] BWNB: Forecast T+1@11:T+2@11: UP (p=91.85%)
[2025-10-13T23:54:10.964295] [INFO ] [FORECASTER] Completed predict_future for BWNB
[2025-10-13T23:54:10.964436] [INFO ] [sig       ] BWNB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:11.131404] [INFO ] [LOCAL     ] Saved forecast: BWNB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWNB.txt
[2025-10-13T23:54:11.131635] [INFO ] [sig       ] [296/1810] Completed BWNB in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:11.131718] [INFO ] [sig       ] [297/1810] Forecasting BWSN...
[2025-10-13T23:54:11.131758] [INFO ] [sig       ] Generating forecast for: BWSN
[2025-10-13T23:54:11.131793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWSN' from 'https://tdm.silogroup.org/data/derivative_storage/BWSN.csv'.
[2025-10-13T23:54:11.140618] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'BWSN'.
[2025-10-13T23:54:11.140933] [INFO ] [FORECASTER] Starting predict_future for BWSN
[2025-10-13T23:54:11.170832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:11.171710] [DEBUG] [LOCAL     ] No optimal features file found for BWSN: ./output/feature-sets/BWSN.txt
[2025-10-13T23:54:11.171792] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:11.171867] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:11.171942] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:11.172061] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:11.193434] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:11.194136] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:11.194234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:11.194294] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:11.233120] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:11.233260] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:11.233304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:11.233358] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:11.236966] [DEBUG] [FORECASTER] BWSN: Forecast T+1@11:T+2@11: DOWN (p=6.24%)
[2025-10-13T23:54:11.237233] [INFO ] [FORECASTER] Completed predict_future for BWSN
[2025-10-13T23:54:11.237367] [INFO ] [sig       ] BWSN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:11.402108] [INFO ] [LOCAL     ] Saved forecast: BWSN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BWSN.txt
[2025-10-13T23:54:11.402396] [INFO ] [sig       ] [297/1810] Completed BWSN in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:11.402446] [INFO ] [sig       ] [298/1810] Forecasting BWXT...
[2025-10-13T23:54:11.402480] [INFO ] [sig       ] Generating forecast for: BWXT
[2025-10-13T23:54:11.402515] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BWXT' from 'https://tdm.silogroup.org/data/derivative_storage/BWXT.csv'.
[2025-10-13T23:54:11.412665] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BWXT'.
[2025-10-13T23:54:11.413038] [INFO ] [FORECASTER] Starting predict_future for BWXT
[2025-10-13T23:54:11.440844] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:11.441729] [DEBUG] [LOCAL     ] No optimal features file found for BWXT: ./output/feature-sets/BWXT.txt
[2025-10-13T23:54:11.441789] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:11.441825] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:11.441853] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:11.441911] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:11.461865] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:11.462573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:11.462684] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:11.462740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:11.504742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:11.504883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:11.504926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:11.504957] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:11.508711] [DEBUG] [FORECASTER] BWXT: Forecast T+1@11:T+2@11: UP (p=95.13%)
[2025-10-13T23:54:11.508992] [INFO ] [FORECASTER] Completed predict_future for BWXT
[2025-10-13T23:54:11.509131] [INFO ] [sig       ] BWXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:11.666008] [INFO ] [LOCAL     ] Saved forecast: BWXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BWXT.txt
[2025-10-13T23:54:11.666239] [INFO ] [sig       ] [298/1810] Completed BWXT in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:11.666306] [INFO ] [sig       ] [299/1810] Forecasting BX...
[2025-10-13T23:54:11.666342] [INFO ] [sig       ] Generating forecast for: BX
[2025-10-13T23:54:11.666376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BX' from 'https://tdm.silogroup.org/data/derivative_storage/BX.csv'.
[2025-10-13T23:54:11.676379] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BX'.
[2025-10-13T23:54:11.676769] [INFO ] [FORECASTER] Starting predict_future for BX
[2025-10-13T23:54:11.701974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:11.702729] [DEBUG] [LOCAL     ] No optimal features file found for BX: ./output/feature-sets/BX.txt
[2025-10-13T23:54:11.702786] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:11.702821] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:11.702849] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:11.702904] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:11.719851] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:11.720424] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:11.720510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:11.720543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:11.757760] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:11.757878] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:11.757916] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:11.757946] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:11.761140] [DEBUG] [FORECASTER] BX: Forecast T+1@11:T+2@11: UP (p=84.41%)
[2025-10-13T23:54:11.761404] [INFO ] [FORECASTER] Completed predict_future for BX
[2025-10-13T23:54:11.761548] [INFO ] [sig       ] BX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:11.902427] [INFO ] [LOCAL     ] Saved forecast: BX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BX.txt
[2025-10-13T23:54:11.902729] [INFO ] [sig       ] [299/1810] Completed BX in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:11.902790] [INFO ] [sig       ] [300/1810] Forecasting BXC...
[2025-10-13T23:54:11.902824] [INFO ] [sig       ] Generating forecast for: BXC
[2025-10-13T23:54:11.902858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXC' from 'https://tdm.silogroup.org/data/derivative_storage/BXC.csv'.
[2025-10-13T23:54:11.912695] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXC'.
[2025-10-13T23:54:11.913043] [INFO ] [FORECASTER] Starting predict_future for BXC
[2025-10-13T23:54:11.937818] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:11.938506] [DEBUG] [LOCAL     ] No optimal features file found for BXC: ./output/feature-sets/BXC.txt
[2025-10-13T23:54:11.938562] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:11.938596] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:11.938624] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:11.938715] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:11.955481] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:11.956110] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:11.956191] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:11.956225] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:11.994313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:11.994457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:11.994497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:11.994528] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:11.997927] [DEBUG] [FORECASTER] BXC: Forecast T+1@11:T+2@11: UP (p=75.02%)
[2025-10-13T23:54:11.998189] [INFO ] [FORECASTER] Completed predict_future for BXC
[2025-10-13T23:54:11.998330] [INFO ] [sig       ] BXC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:12.138176] [INFO ] [LOCAL     ] Saved forecast: BXC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BXC.txt
[2025-10-13T23:54:12.138404] [INFO ] [sig       ] [300/1810] Completed BXC in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:12.138449] [INFO ] [sig       ] [301/1810] Forecasting BXMT...
[2025-10-13T23:54:12.138480] [INFO ] [sig       ] Generating forecast for: BXMT
[2025-10-13T23:54:12.138513] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXMT' from 'https://tdm.silogroup.org/data/derivative_storage/BXMT.csv'.
[2025-10-13T23:54:12.147990] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXMT'.
[2025-10-13T23:54:12.148352] [INFO ] [FORECASTER] Starting predict_future for BXMT
[2025-10-13T23:54:12.173537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:12.174347] [DEBUG] [LOCAL     ] No optimal features file found for BXMT: ./output/feature-sets/BXMT.txt
[2025-10-13T23:54:12.174405] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:12.174439] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:12.174466] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:12.174583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:12.191860] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:12.192418] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:12.192500] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:12.192534] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:12.230752] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:12.230896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:12.230945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:12.230984] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:12.234580] [DEBUG] [FORECASTER] BXMT: Forecast T+1@11:T+2@11: UP (p=95.66%)
[2025-10-13T23:54:12.234876] [INFO ] [FORECASTER] Completed predict_future for BXMT
[2025-10-13T23:54:12.235022] [INFO ] [sig       ] BXMT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:12.376838] [INFO ] [LOCAL     ] Saved forecast: BXMT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BXMT.txt
[2025-10-13T23:54:12.377067] [INFO ] [sig       ] [301/1810] Completed BXMT in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:12.377111] [INFO ] [sig       ] [302/1810] Forecasting BXMX...
[2025-10-13T23:54:12.377142] [INFO ] [sig       ] Generating forecast for: BXMX
[2025-10-13T23:54:12.377174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXMX' from 'https://tdm.silogroup.org/data/derivative_storage/BXMX.csv'.
[2025-10-13T23:54:12.386458] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXMX'.
[2025-10-13T23:54:12.386778] [INFO ] [FORECASTER] Starting predict_future for BXMX
[2025-10-13T23:54:12.412568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:12.413361] [DEBUG] [LOCAL     ] No optimal features file found for BXMX: ./output/feature-sets/BXMX.txt
[2025-10-13T23:54:12.413417] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:12.413452] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:12.413480] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:12.413538] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:12.430511] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:12.431109] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:12.431193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:12.431227] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:12.465003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:12.465120] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:12.465159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:12.465189] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:12.468444] [DEBUG] [FORECASTER] BXMX: Forecast T+1@11:T+2@11: UP (p=88.23%)
[2025-10-13T23:54:12.468742] [INFO ] [FORECASTER] Completed predict_future for BXMX
[2025-10-13T23:54:12.468887] [INFO ] [sig       ] BXMX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:12.608792] [INFO ] [LOCAL     ] Saved forecast: BXMX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BXMX.txt
[2025-10-13T23:54:12.609056] [INFO ] [sig       ] [302/1810] Completed BXMX in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:12.609100] [INFO ] [sig       ] [303/1810] Forecasting BXP...
[2025-10-13T23:54:12.609132] [INFO ] [sig       ] Generating forecast for: BXP
[2025-10-13T23:54:12.609165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXP' from 'https://tdm.silogroup.org/data/derivative_storage/BXP.csv'.
[2025-10-13T23:54:12.617567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXP'.
[2025-10-13T23:54:12.617902] [INFO ] [FORECASTER] Starting predict_future for BXP
[2025-10-13T23:54:12.644692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:12.645476] [DEBUG] [LOCAL     ] No optimal features file found for BXP: ./output/feature-sets/BXP.txt
[2025-10-13T23:54:12.645535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:12.645571] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:12.645600] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:12.645681] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:12.668283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:12.669113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:12.669214] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:12.669262] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:12.705476] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:12.705593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:12.705631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:12.705700] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:12.708922] [DEBUG] [FORECASTER] BXP: Forecast T+1@11:T+2@11: DOWN (p=2.52%)
[2025-10-13T23:54:12.709189] [INFO ] [FORECASTER] Completed predict_future for BXP
[2025-10-13T23:54:12.709321] [INFO ] [sig       ] BXP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:12.866838] [INFO ] [LOCAL     ] Saved forecast: BXP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BXP.txt
[2025-10-13T23:54:12.867096] [INFO ] [sig       ] [303/1810] Completed BXP in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:12.867142] [INFO ] [sig       ] [304/1810] Forecasting BXSL...
[2025-10-13T23:54:12.867172] [INFO ] [sig       ] Generating forecast for: BXSL
[2025-10-13T23:54:12.867206] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BXSL' from 'https://tdm.silogroup.org/data/derivative_storage/BXSL.csv'.
[2025-10-13T23:54:12.876601] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BXSL'.
[2025-10-13T23:54:12.876995] [INFO ] [FORECASTER] Starting predict_future for BXSL
[2025-10-13T23:54:12.903447] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:12.904355] [DEBUG] [LOCAL     ] No optimal features file found for BXSL: ./output/feature-sets/BXSL.txt
[2025-10-13T23:54:12.904416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:12.904487] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:12.904546] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:12.904619] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:12.922333] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:12.923186] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:12.923277] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:12.923312] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:12.960244] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:12.960443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:12.960529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:12.960560] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:12.965979] [DEBUG] [FORECASTER] BXSL: Forecast T+1@11:T+2@11: DOWN (p=25.36%)
[2025-10-13T23:54:12.966289] [INFO ] [FORECASTER] Completed predict_future for BXSL
[2025-10-13T23:54:12.966437] [INFO ] [sig       ] BXSL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:13.109094] [INFO ] [LOCAL     ] Saved forecast: BXSL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BXSL.txt
[2025-10-13T23:54:13.109311] [INFO ] [sig       ] [304/1810] Completed BXSL in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:13.109355] [INFO ] [sig       ] [305/1810] Forecasting BY...
[2025-10-13T23:54:13.109386] [INFO ] [sig       ] Generating forecast for: BY
[2025-10-13T23:54:13.109419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BY' from 'https://tdm.silogroup.org/data/derivative_storage/BY.csv'.
[2025-10-13T23:54:13.118423] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BY'.
[2025-10-13T23:54:13.118810] [INFO ] [FORECASTER] Starting predict_future for BY
[2025-10-13T23:54:13.143763] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:13.144457] [DEBUG] [LOCAL     ] No optimal features file found for BY: ./output/feature-sets/BY.txt
[2025-10-13T23:54:13.144513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:13.144548] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:13.144578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:13.144637] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:13.162245] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:13.162888] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:13.162974] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:13.163011] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:13.199619] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:13.199736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:13.199780] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:13.199810] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:13.202904] [DEBUG] [FORECASTER] BY: Forecast T+1@11:T+2@11: DOWN (p=22.03%)
[2025-10-13T23:54:13.203156] [INFO ] [FORECASTER] Completed predict_future for BY
[2025-10-13T23:54:13.203286] [INFO ] [sig       ] BY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:13.344411] [INFO ] [LOCAL     ] Saved forecast: BY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BY.txt
[2025-10-13T23:54:13.344714] [INFO ] [sig       ] [305/1810] Completed BY in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:13.344776] [INFO ] [sig       ] [306/1810] Forecasting BYD...
[2025-10-13T23:54:13.344822] [INFO ] [sig       ] Generating forecast for: BYD
[2025-10-13T23:54:13.344858] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BYD' from 'https://tdm.silogroup.org/data/derivative_storage/BYD.csv'.
[2025-10-13T23:54:13.354035] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BYD'.
[2025-10-13T23:54:13.354387] [INFO ] [FORECASTER] Starting predict_future for BYD
[2025-10-13T23:54:13.379416] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:13.380152] [DEBUG] [LOCAL     ] No optimal features file found for BYD: ./output/feature-sets/BYD.txt
[2025-10-13T23:54:13.380208] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:13.380243] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:13.380271] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:13.380329] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:13.398092] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:13.398637] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:13.398745] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:13.398780] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:13.436445] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:13.436604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:13.436669] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:13.436725] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:13.440147] [DEBUG] [FORECASTER] BYD: Forecast T+1@11:T+2@11: DOWN (p=9.96%)
[2025-10-13T23:54:13.440414] [INFO ] [FORECASTER] Completed predict_future for BYD
[2025-10-13T23:54:13.440552] [INFO ] [sig       ] BYD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:13.581672] [INFO ] [LOCAL     ] Saved forecast: BYD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/BYD.txt
[2025-10-13T23:54:13.581895] [INFO ] [sig       ] [306/1810] Completed BYD in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:13.581938] [INFO ] [sig       ] [307/1810] Forecasting BYM...
[2025-10-13T23:54:13.581972] [INFO ] [sig       ] Generating forecast for: BYM
[2025-10-13T23:54:13.582006] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BYM' from 'https://tdm.silogroup.org/data/derivative_storage/BYM.csv'.
[2025-10-13T23:54:13.590745] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BYM'.
[2025-10-13T23:54:13.591066] [INFO ] [FORECASTER] Starting predict_future for BYM
[2025-10-13T23:54:13.616402] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:13.617245] [DEBUG] [LOCAL     ] No optimal features file found for BYM: ./output/feature-sets/BYM.txt
[2025-10-13T23:54:13.617306] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:13.617341] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:13.617370] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:13.617427] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:13.634923] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:13.635474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:13.635554] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:13.635587] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:13.672389] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:13.672519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:13.672561] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:13.672591] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:13.675961] [DEBUG] [FORECASTER] BYM: Forecast T+1@11:T+2@11: UP (p=54.88%)
[2025-10-13T23:54:13.676248] [INFO ] [FORECASTER] Completed predict_future for BYM
[2025-10-13T23:54:13.676384] [INFO ] [sig       ] BYM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:13.817096] [INFO ] [LOCAL     ] Saved forecast: BYM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BYM.txt
[2025-10-13T23:54:13.817348] [INFO ] [sig       ] [307/1810] Completed BYM in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:13.817396] [INFO ] [sig       ] [308/1810] Forecasting BZH...
[2025-10-13T23:54:13.817428] [INFO ] [sig       ] Generating forecast for: BZH
[2025-10-13T23:54:13.817460] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'BZH' from 'https://tdm.silogroup.org/data/derivative_storage/BZH.csv'.
[2025-10-13T23:54:13.826853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'BZH'.
[2025-10-13T23:54:13.827413] [INFO ] [FORECASTER] Starting predict_future for BZH
[2025-10-13T23:54:13.853144] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:13.853879] [DEBUG] [LOCAL     ] No optimal features file found for BZH: ./output/feature-sets/BZH.txt
[2025-10-13T23:54:13.853936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:13.853973] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:13.854003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:13.854066] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:13.871596] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:13.872176] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:13.872260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:13.872296] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:13.908217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:13.908324] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:13.908363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:13.908392] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:13.911575] [DEBUG] [FORECASTER] BZH: Forecast T+1@11:T+2@11: UP (p=97.04%)
[2025-10-13T23:54:13.911864] [INFO ] [FORECASTER] Completed predict_future for BZH
[2025-10-13T23:54:13.912022] [INFO ] [sig       ] BZH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:14.053177] [INFO ] [LOCAL     ] Saved forecast: BZH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/BZH.txt
[2025-10-13T23:54:14.053481] [INFO ] [sig       ] [308/1810] Completed BZH in 0.2s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:14.053535] [INFO ] [sig       ] [309/1810] Forecasting C...
[2025-10-13T23:54:14.053568] [INFO ] [sig       ] Generating forecast for: C
[2025-10-13T23:54:14.053602] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'C' from 'https://tdm.silogroup.org/data/derivative_storage/C.csv'.
[2025-10-13T23:54:14.063335] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'C'.
[2025-10-13T23:54:14.063631] [INFO ] [FORECASTER] Starting predict_future for C
[2025-10-13T23:54:14.090378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:14.091170] [DEBUG] [LOCAL     ] No optimal features file found for C: ./output/feature-sets/C.txt
[2025-10-13T23:54:14.091227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:14.091264] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:14.091293] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:14.091351] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:14.108446] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:14.109033] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:14.109147] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:14.109182] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:14.146893] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:14.147080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:14.147128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:14.147160] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:14.150903] [DEBUG] [FORECASTER] C: Forecast T+1@11:T+2@11: UP (p=65.19%)
[2025-10-13T23:54:14.151187] [INFO ] [FORECASTER] Completed predict_future for C
[2025-10-13T23:54:14.151338] [INFO ] [sig       ] C: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:14.310217] [INFO ] [LOCAL     ] Saved forecast: C	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/C.txt
[2025-10-13T23:54:14.310495] [INFO ] [sig       ] [309/1810] Completed C in 0.3s | 4.13 sym/s | Total: 1.2m | ETA: 6.1m
[2025-10-13T23:54:14.310541] [INFO ] [sig       ] [310/1810] Forecasting CAAP...
[2025-10-13T23:54:14.310572] [INFO ] [sig       ] Generating forecast for: CAAP
[2025-10-13T23:54:14.310605] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAAP' from 'https://tdm.silogroup.org/data/derivative_storage/CAAP.csv'.
[2025-10-13T23:54:14.320110] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAAP'.
[2025-10-13T23:54:14.320386] [INFO ] [FORECASTER] Starting predict_future for CAAP
[2025-10-13T23:54:14.345509] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:14.346308] [DEBUG] [LOCAL     ] No optimal features file found for CAAP: ./output/feature-sets/CAAP.txt
[2025-10-13T23:54:14.346365] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:14.346400] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:14.346431] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:14.346491] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:14.363881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:14.364475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:14.364561] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:14.364596] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:14.401607] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:14.401747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:14.401796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:14.401828] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:14.405073] [DEBUG] [FORECASTER] CAAP: Forecast T+1@11:T+2@11: DOWN (p=44.45%)
[2025-10-13T23:54:14.405340] [INFO ] [FORECASTER] Completed predict_future for CAAP
[2025-10-13T23:54:14.405479] [INFO ] [sig       ] CAAP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:14.556997] [INFO ] [LOCAL     ] Saved forecast: CAAP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CAAP.txt
[2025-10-13T23:54:14.557232] [INFO ] [sig       ] [310/1810] Completed CAAP in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.1m
[2025-10-13T23:54:14.557275] [INFO ] [sig       ] [311/1810] Forecasting CABO...
[2025-10-13T23:54:14.557307] [INFO ] [sig       ] Generating forecast for: CABO
[2025-10-13T23:54:14.557340] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CABO' from 'https://tdm.silogroup.org/data/derivative_storage/CABO.csv'.
[2025-10-13T23:54:14.566961] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CABO'.
[2025-10-13T23:54:14.567375] [INFO ] [FORECASTER] Starting predict_future for CABO
[2025-10-13T23:54:14.595449] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:14.596291] [DEBUG] [LOCAL     ] No optimal features file found for CABO: ./output/feature-sets/CABO.txt
[2025-10-13T23:54:14.596365] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:14.596402] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:14.596432] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:14.596507] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:14.616795] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:14.617608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:14.617721] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:14.617767] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:14.655033] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:14.655141] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:14.655180] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:14.655210] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:14.658743] [DEBUG] [FORECASTER] CABO: Forecast T+1@11:T+2@11: DOWN (p=44.16%)
[2025-10-13T23:54:14.659014] [INFO ] [FORECASTER] Completed predict_future for CABO
[2025-10-13T23:54:14.659146] [INFO ] [sig       ] CABO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:14.821277] [INFO ] [LOCAL     ] Saved forecast: CABO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CABO.txt
[2025-10-13T23:54:14.821523] [INFO ] [sig       ] [311/1810] Completed CABO in 0.3s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:14.821568] [INFO ] [sig       ] [312/1810] Forecasting CACI...
[2025-10-13T23:54:14.821603] [INFO ] [sig       ] Generating forecast for: CACI
[2025-10-13T23:54:14.821684] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CACI' from 'https://tdm.silogroup.org/data/derivative_storage/CACI.csv'.
[2025-10-13T23:54:14.831241] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CACI'.
[2025-10-13T23:54:14.831606] [INFO ] [FORECASTER] Starting predict_future for CACI
[2025-10-13T23:54:14.857838] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:14.858638] [DEBUG] [LOCAL     ] No optimal features file found for CACI: ./output/feature-sets/CACI.txt
[2025-10-13T23:54:14.858722] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:14.858759] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:14.858787] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:14.858845] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:14.876783] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:14.877670] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:14.877764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:14.877801] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:14.910303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:14.910487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:14.910531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:14.910563] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:14.914332] [DEBUG] [FORECASTER] CACI: Forecast T+1@11:T+2@11: DOWN (p=26.36%)
[2025-10-13T23:54:14.914676] [INFO ] [FORECASTER] Completed predict_future for CACI
[2025-10-13T23:54:14.914832] [INFO ] [sig       ] CACI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:15.061763] [INFO ] [LOCAL     ] Saved forecast: CACI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CACI.txt
[2025-10-13T23:54:15.062042] [INFO ] [sig       ] [312/1810] Completed CACI in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:15.062096] [INFO ] [sig       ] [313/1810] Forecasting CADE...
[2025-10-13T23:54:15.062134] [INFO ] [sig       ] Generating forecast for: CADE
[2025-10-13T23:54:15.062177] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CADE' from 'https://tdm.silogroup.org/data/derivative_storage/CADE.csv'.
[2025-10-13T23:54:15.070834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CADE'.
[2025-10-13T23:54:15.071101] [INFO ] [FORECASTER] Starting predict_future for CADE
[2025-10-13T23:54:15.097264] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:15.098135] [DEBUG] [LOCAL     ] No optimal features file found for CADE: ./output/feature-sets/CADE.txt
[2025-10-13T23:54:15.098194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:15.098232] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:15.098261] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:15.098321] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:15.116472] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:15.117178] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:15.117265] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:15.117300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:15.155607] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:15.155770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:15.155822] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:15.155856] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:15.159264] [DEBUG] [FORECASTER] CADE: Forecast T+1@11:T+2@11: UP (p=73.52%)
[2025-10-13T23:54:15.159531] [INFO ] [FORECASTER] Completed predict_future for CADE
[2025-10-13T23:54:15.159701] [INFO ] [sig       ] CADE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:15.321244] [INFO ] [LOCAL     ] Saved forecast: CADE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CADE.txt
[2025-10-13T23:54:15.321487] [INFO ] [sig       ] [313/1810] Completed CADE in 0.3s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:15.321530] [INFO ] [sig       ] [314/1810] Forecasting CAE...
[2025-10-13T23:54:15.321561] [INFO ] [sig       ] Generating forecast for: CAE
[2025-10-13T23:54:15.321594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAE' from 'https://tdm.silogroup.org/data/derivative_storage/CAE.csv'.
[2025-10-13T23:54:15.330231] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAE'.
[2025-10-13T23:54:15.330542] [INFO ] [FORECASTER] Starting predict_future for CAE
[2025-10-13T23:54:15.355280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:15.355985] [DEBUG] [LOCAL     ] No optimal features file found for CAE: ./output/feature-sets/CAE.txt
[2025-10-13T23:54:15.356040] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:15.356075] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:15.356151] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:15.356219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:15.373475] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:15.374059] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:15.374157] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:15.374212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:15.406932] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:15.407025] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:15.407062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:15.407090] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:15.410192] [DEBUG] [FORECASTER] CAE: Forecast T+1@11:T+2@11: UP (p=52.59%)
[2025-10-13T23:54:15.410465] [INFO ] [FORECASTER] Completed predict_future for CAE
[2025-10-13T23:54:15.410589] [INFO ] [sig       ] CAE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:15.552160] [INFO ] [LOCAL     ] Saved forecast: CAE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CAE.txt
[2025-10-13T23:54:15.552393] [INFO ] [sig       ] [314/1810] Completed CAE in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:15.552435] [INFO ] [sig       ] [315/1810] Forecasting CAF...
[2025-10-13T23:54:15.552467] [INFO ] [sig       ] Generating forecast for: CAF
[2025-10-13T23:54:15.552500] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAF' from 'https://tdm.silogroup.org/data/derivative_storage/CAF.csv'.
[2025-10-13T23:54:15.560598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAF'.
[2025-10-13T23:54:15.560910] [INFO ] [FORECASTER] Starting predict_future for CAF
[2025-10-13T23:54:15.585479] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:15.586188] [DEBUG] [LOCAL     ] No optimal features file found for CAF: ./output/feature-sets/CAF.txt
[2025-10-13T23:54:15.586243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:15.586277] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:15.586305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:15.586362] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:15.603267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:15.603919] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:15.604007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:15.604042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:15.637015] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:15.637112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:15.637150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:15.637179] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:15.640348] [DEBUG] [FORECASTER] CAF: Forecast T+1@11:T+2@11: UP (p=67.19%)
[2025-10-13T23:54:15.640611] [INFO ] [FORECASTER] Completed predict_future for CAF
[2025-10-13T23:54:15.640782] [INFO ] [sig       ] CAF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:15.781065] [INFO ] [LOCAL     ] Saved forecast: CAF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CAF.txt
[2025-10-13T23:54:15.781296] [INFO ] [sig       ] [315/1810] Completed CAF in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:15.781338] [INFO ] [sig       ] [316/1810] Forecasting CAG...
[2025-10-13T23:54:15.781368] [INFO ] [sig       ] Generating forecast for: CAG
[2025-10-13T23:54:15.781400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAG' from 'https://tdm.silogroup.org/data/derivative_storage/CAG.csv'.
[2025-10-13T23:54:15.789637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAG'.
[2025-10-13T23:54:15.789961] [INFO ] [FORECASTER] Starting predict_future for CAG
[2025-10-13T23:54:15.814564] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:15.815358] [DEBUG] [LOCAL     ] No optimal features file found for CAG: ./output/feature-sets/CAG.txt
[2025-10-13T23:54:15.815415] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:15.815449] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:15.815477] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:15.815534] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:15.832489] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:15.833054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:15.833138] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:15.833189] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:15.866608] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:15.866725] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:15.866771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:15.866803] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:15.869956] [DEBUG] [FORECASTER] CAG: Forecast T+1@11:T+2@11: UP (p=57.24%)
[2025-10-13T23:54:15.870208] [INFO ] [FORECASTER] Completed predict_future for CAG
[2025-10-13T23:54:15.870334] [INFO ] [sig       ] CAG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:16.008316] [INFO ] [LOCAL     ] Saved forecast: CAG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CAG.txt
[2025-10-13T23:54:16.008517] [INFO ] [sig       ] [316/1810] Completed CAG in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:16.008559] [INFO ] [sig       ] [317/1810] Forecasting CAH...
[2025-10-13T23:54:16.008591] [INFO ] [sig       ] Generating forecast for: CAH
[2025-10-13T23:54:16.008625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAH' from 'https://tdm.silogroup.org/data/derivative_storage/CAH.csv'.
[2025-10-13T23:54:16.017129] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAH'.
[2025-10-13T23:54:16.017458] [INFO ] [FORECASTER] Starting predict_future for CAH
[2025-10-13T23:54:16.043237] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:16.044027] [DEBUG] [LOCAL     ] No optimal features file found for CAH: ./output/feature-sets/CAH.txt
[2025-10-13T23:54:16.044083] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:16.044118] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:16.044146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:16.044204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:16.061122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:16.061676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:16.061760] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:16.061795] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:16.095855] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:16.096302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:16.096342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:16.096371] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:16.100781] [DEBUG] [FORECASTER] CAH: Forecast T+1@11:T+2@11: DOWN (p=34.40%)
[2025-10-13T23:54:16.101059] [INFO ] [FORECASTER] Completed predict_future for CAH
[2025-10-13T23:54:16.101208] [INFO ] [sig       ] CAH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:16.245948] [INFO ] [LOCAL     ] Saved forecast: CAH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CAH.txt
[2025-10-13T23:54:16.246208] [INFO ] [sig       ] [317/1810] Completed CAH in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:16.246272] [INFO ] [sig       ] [318/1810] Forecasting CAL...
[2025-10-13T23:54:16.246337] [INFO ] [sig       ] Generating forecast for: CAL
[2025-10-13T23:54:16.246385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAL' from 'https://tdm.silogroup.org/data/derivative_storage/CAL.csv'.
[2025-10-13T23:54:16.255795] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAL'.
[2025-10-13T23:54:16.256157] [INFO ] [FORECASTER] Starting predict_future for CAL
[2025-10-13T23:54:16.281283] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:16.281994] [DEBUG] [LOCAL     ] No optimal features file found for CAL: ./output/feature-sets/CAL.txt
[2025-10-13T23:54:16.282072] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:16.282109] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:16.282137] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:16.282196] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:16.299153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:16.299716] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:16.299803] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:16.299837] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:16.332840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:16.332936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:16.332973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:16.333004] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:16.336168] [DEBUG] [FORECASTER] CAL: Forecast T+1@11:T+2@11: UP (p=97.92%)
[2025-10-13T23:54:16.336428] [INFO ] [FORECASTER] Completed predict_future for CAL
[2025-10-13T23:54:16.336559] [INFO ] [sig       ] CAL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:16.476744] [INFO ] [LOCAL     ] Saved forecast: CAL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CAL.txt
[2025-10-13T23:54:16.476997] [INFO ] [sig       ] [318/1810] Completed CAL in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:16.477044] [INFO ] [sig       ] [319/1810] Forecasting CALX...
[2025-10-13T23:54:16.477075] [INFO ] [sig       ] Generating forecast for: CALX
[2025-10-13T23:54:16.477107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CALX' from 'https://tdm.silogroup.org/data/derivative_storage/CALX.csv'.
[2025-10-13T23:54:16.486302] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CALX'.
[2025-10-13T23:54:16.486669] [INFO ] [FORECASTER] Starting predict_future for CALX
[2025-10-13T23:54:16.511681] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:16.512349] [DEBUG] [LOCAL     ] No optimal features file found for CALX: ./output/feature-sets/CALX.txt
[2025-10-13T23:54:16.512404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:16.512438] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:16.512467] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:16.512524] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:16.529866] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:16.530470] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:16.530553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:16.530593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:16.567986] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:16.568110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:16.568152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:16.568184] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:16.571497] [DEBUG] [FORECASTER] CALX: Forecast T+1@11:T+2@11: DOWN (p=6.48%)
[2025-10-13T23:54:16.571849] [INFO ] [FORECASTER] Completed predict_future for CALX
[2025-10-13T23:54:16.572003] [INFO ] [sig       ] CALX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:16.715860] [INFO ] [LOCAL     ] Saved forecast: CALX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CALX.txt
[2025-10-13T23:54:16.716127] [INFO ] [sig       ] [319/1810] Completed CALX in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:16.716173] [INFO ] [sig       ] [320/1810] Forecasting CAPL...
[2025-10-13T23:54:16.716206] [INFO ] [sig       ] Generating forecast for: CAPL
[2025-10-13T23:54:16.716241] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAPL' from 'https://tdm.silogroup.org/data/derivative_storage/CAPL.csv'.
[2025-10-13T23:54:16.724554] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAPL'.
[2025-10-13T23:54:16.724855] [INFO ] [FORECASTER] Starting predict_future for CAPL
[2025-10-13T23:54:16.749560] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:16.750312] [DEBUG] [LOCAL     ] No optimal features file found for CAPL: ./output/feature-sets/CAPL.txt
[2025-10-13T23:54:16.750370] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:16.750405] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:16.750433] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:16.750490] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:16.767278] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:16.767881] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:16.767965] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:16.767999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:16.801700] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:16.801814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:16.801852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:16.801880] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:16.804987] [DEBUG] [FORECASTER] CAPL: Forecast T+1@11:T+2@11: DOWN (p=18.86%)
[2025-10-13T23:54:16.805244] [INFO ] [FORECASTER] Completed predict_future for CAPL
[2025-10-13T23:54:16.805410] [INFO ] [sig       ] CAPL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:16.945841] [INFO ] [LOCAL     ] Saved forecast: CAPL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CAPL.txt
[2025-10-13T23:54:16.946059] [INFO ] [sig       ] [320/1810] Completed CAPL in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:16.946102] [INFO ] [sig       ] [321/1810] Forecasting CARR...
[2025-10-13T23:54:16.946133] [INFO ] [sig       ] Generating forecast for: CARR
[2025-10-13T23:54:16.946165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CARR' from 'https://tdm.silogroup.org/data/derivative_storage/CARR.csv'.
[2025-10-13T23:54:16.954569] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CARR'.
[2025-10-13T23:54:16.954853] [INFO ] [FORECASTER] Starting predict_future for CARR
[2025-10-13T23:54:16.979431] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:16.980127] [DEBUG] [LOCAL     ] No optimal features file found for CARR: ./output/feature-sets/CARR.txt
[2025-10-13T23:54:16.980182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:16.980216] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:16.980244] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:16.980301] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:16.997333] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:16.997953] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:16.998034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:16.998070] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:17.032843] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:17.032949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:17.032986] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:17.033015] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:17.036095] [DEBUG] [FORECASTER] CARR: Forecast T+1@11:T+2@11: UP (p=55.39%)
[2025-10-13T23:54:17.036348] [INFO ] [FORECASTER] Completed predict_future for CARR
[2025-10-13T23:54:17.036507] [INFO ] [sig       ] CARR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:17.177828] [INFO ] [LOCAL     ] Saved forecast: CARR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CARR.txt
[2025-10-13T23:54:17.178086] [INFO ] [sig       ] [321/1810] Completed CARR in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:17.178132] [INFO ] [sig       ] [322/1810] Forecasting CARS...
[2025-10-13T23:54:17.178164] [INFO ] [sig       ] Generating forecast for: CARS
[2025-10-13T23:54:17.178198] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CARS' from 'https://tdm.silogroup.org/data/derivative_storage/CARS.csv'.
[2025-10-13T23:54:17.187134] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CARS'.
[2025-10-13T23:54:17.187420] [INFO ] [FORECASTER] Starting predict_future for CARS
[2025-10-13T23:54:17.213112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:17.213906] [DEBUG] [LOCAL     ] No optimal features file found for CARS: ./output/feature-sets/CARS.txt
[2025-10-13T23:54:17.213963] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:17.213998] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:17.214028] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:17.214086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:17.231496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:17.232064] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:17.232145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:17.232178] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:17.267153] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:17.267233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:17.267269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:17.267297] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:17.270412] [DEBUG] [FORECASTER] CARS: Forecast T+1@11:T+2@11: UP (p=94.35%)
[2025-10-13T23:54:17.270682] [INFO ] [FORECASTER] Completed predict_future for CARS
[2025-10-13T23:54:17.270835] [INFO ] [sig       ] CARS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:17.414725] [INFO ] [LOCAL     ] Saved forecast: CARS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CARS.txt
[2025-10-13T23:54:17.414941] [INFO ] [sig       ] [322/1810] Completed CARS in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:17.414985] [INFO ] [sig       ] [323/1810] Forecasting CAT...
[2025-10-13T23:54:17.415015] [INFO ] [sig       ] Generating forecast for: CAT
[2025-10-13T23:54:17.415048] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAT' from 'https://tdm.silogroup.org/data/derivative_storage/CAT.csv'.
[2025-10-13T23:54:17.424380] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAT'.
[2025-10-13T23:54:17.424779] [INFO ] [FORECASTER] Starting predict_future for CAT
[2025-10-13T23:54:17.450981] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:17.451885] [DEBUG] [LOCAL     ] No optimal features file found for CAT: ./output/feature-sets/CAT.txt
[2025-10-13T23:54:17.451947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:17.451982] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:17.452011] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:17.452070] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:17.476988] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:17.478026] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:17.478126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:17.478205] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:17.514977] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:17.515176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:17.515221] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:17.515251] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:17.519011] [DEBUG] [FORECASTER] CAT: Forecast T+1@11:T+2@11: UP (p=86.42%)
[2025-10-13T23:54:17.519318] [INFO ] [FORECASTER] Completed predict_future for CAT
[2025-10-13T23:54:17.519464] [INFO ] [sig       ] CAT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:17.661474] [INFO ] [LOCAL     ] Saved forecast: CAT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CAT.txt
[2025-10-13T23:54:17.661793] [INFO ] [sig       ] [323/1810] Completed CAT in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:17.661857] [INFO ] [sig       ] [324/1810] Forecasting CATO...
[2025-10-13T23:54:17.661891] [INFO ] [sig       ] Generating forecast for: CATO
[2025-10-13T23:54:17.661975] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CATO' from 'https://tdm.silogroup.org/data/derivative_storage/CATO.csv'.
[2025-10-13T23:54:17.670401] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CATO'.
[2025-10-13T23:54:17.670818] [INFO ] [FORECASTER] Starting predict_future for CATO
[2025-10-13T23:54:17.701404] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:17.702273] [DEBUG] [LOCAL     ] No optimal features file found for CATO: ./output/feature-sets/CATO.txt
[2025-10-13T23:54:17.702333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:17.702370] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:17.702400] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:17.702460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:17.720563] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:17.721316] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:17.721405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:17.721442] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:17.758360] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:17.758542] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:17.758584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:17.758615] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:17.762299] [DEBUG] [FORECASTER] CATO: Forecast T+1@11:T+2@11: DOWN (p=7.61%)
[2025-10-13T23:54:17.762670] [INFO ] [FORECASTER] Completed predict_future for CATO
[2025-10-13T23:54:17.762835] [INFO ] [sig       ] CATO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:17.904139] [INFO ] [LOCAL     ] Saved forecast: CATO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CATO.txt
[2025-10-13T23:54:17.904388] [INFO ] [sig       ] [324/1810] Completed CATO in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:17.904432] [INFO ] [sig       ] [325/1810] Forecasting CAVA...
[2025-10-13T23:54:17.904463] [INFO ] [sig       ] Generating forecast for: CAVA
[2025-10-13T23:54:17.904495] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CAVA' from 'https://tdm.silogroup.org/data/derivative_storage/CAVA.csv'.
[2025-10-13T23:54:17.913710] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CAVA'.
[2025-10-13T23:54:17.914067] [INFO ] [FORECASTER] Starting predict_future for CAVA
[2025-10-13T23:54:17.938608] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:17.939319] [DEBUG] [LOCAL     ] No optimal features file found for CAVA: ./output/feature-sets/CAVA.txt
[2025-10-13T23:54:17.939391] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:17.939427] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:17.939454] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:17.939515] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:17.956725] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:17.957266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:17.957346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:17.957379] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:17.995393] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:17.995491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:17.995528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:17.995557] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:17.998763] [DEBUG] [FORECASTER] CAVA: Forecast T+1@11:T+2@11: DOWN (p=24.45%)
[2025-10-13T23:54:17.999023] [INFO ] [FORECASTER] Completed predict_future for CAVA
[2025-10-13T23:54:17.999163] [INFO ] [sig       ] CAVA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:18.138541] [INFO ] [LOCAL     ] Saved forecast: CAVA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CAVA.txt
[2025-10-13T23:54:18.138814] [INFO ] [sig       ] [325/1810] Completed CAVA in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:18.138876] [INFO ] [sig       ] [326/1810] Forecasting CB...
[2025-10-13T23:54:18.138911] [INFO ] [sig       ] Generating forecast for: CB
[2025-10-13T23:54:18.138945] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CB' from 'https://tdm.silogroup.org/data/derivative_storage/CB.csv'.
[2025-10-13T23:54:18.147416] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CB'.
[2025-10-13T23:54:18.147735] [INFO ] [FORECASTER] Starting predict_future for CB
[2025-10-13T23:54:18.172416] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:18.173118] [DEBUG] [LOCAL     ] No optimal features file found for CB: ./output/feature-sets/CB.txt
[2025-10-13T23:54:18.173173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:18.173207] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:18.173236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:18.173294] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:18.190624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:18.191206] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:18.191287] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:18.191321] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:18.230613] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:18.230716] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:18.230762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:18.230792] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:18.233756] [DEBUG] [FORECASTER] CB: Forecast T+1@11:T+2@11: DOWN (p=39.89%)
[2025-10-13T23:54:18.234005] [INFO ] [FORECASTER] Completed predict_future for CB
[2025-10-13T23:54:18.234140] [INFO ] [sig       ] CB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:18.373252] [INFO ] [LOCAL     ] Saved forecast: CB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CB.txt
[2025-10-13T23:54:18.373467] [INFO ] [sig       ] [326/1810] Completed CB in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:18.373509] [INFO ] [sig       ] [327/1810] Forecasting CBAN...
[2025-10-13T23:54:18.373541] [INFO ] [sig       ] Generating forecast for: CBAN
[2025-10-13T23:54:18.373575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBAN' from 'https://tdm.silogroup.org/data/derivative_storage/CBAN.csv'.
[2025-10-13T23:54:18.382395] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBAN'.
[2025-10-13T23:54:18.382688] [INFO ] [FORECASTER] Starting predict_future for CBAN
[2025-10-13T23:54:18.407138] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:18.407928] [DEBUG] [LOCAL     ] No optimal features file found for CBAN: ./output/feature-sets/CBAN.txt
[2025-10-13T23:54:18.408019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:18.408060] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:18.408089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:18.408150] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:18.425397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:18.425965] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:18.426045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:18.426079] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:18.461418] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:18.461510] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:18.461546] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:18.461575] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:18.464607] [DEBUG] [FORECASTER] CBAN: Forecast T+1@11:T+2@11: UP (p=98.53%)
[2025-10-13T23:54:18.464889] [INFO ] [FORECASTER] Completed predict_future for CBAN
[2025-10-13T23:54:18.465021] [INFO ] [sig       ] CBAN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:18.605048] [INFO ] [LOCAL     ] Saved forecast: CBAN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CBAN.txt
[2025-10-13T23:54:18.605248] [INFO ] [sig       ] [327/1810] Completed CBAN in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:18.605290] [INFO ] [sig       ] [328/1810] Forecasting CBL...
[2025-10-13T23:54:18.605321] [INFO ] [sig       ] Generating forecast for: CBL
[2025-10-13T23:54:18.605353] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBL' from 'https://tdm.silogroup.org/data/derivative_storage/CBL.csv'.
[2025-10-13T23:54:18.615527] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBL'.
[2025-10-13T23:54:18.616087] [INFO ] [FORECASTER] Starting predict_future for CBL
[2025-10-13T23:54:18.646557] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:18.647743] [DEBUG] [LOCAL     ] No optimal features file found for CBL: ./output/feature-sets/CBL.txt
[2025-10-13T23:54:18.647814] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:18.647860] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:18.647899] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:18.647978] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:18.671155] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:18.672156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:18.672258] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:18.672300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:18.712505] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:18.712756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:18.712847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:18.712923] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:18.717959] [DEBUG] [FORECASTER] CBL: Forecast T+1@11:T+2@11: UP (p=92.73%)
[2025-10-13T23:54:18.718480] [INFO ] [FORECASTER] Completed predict_future for CBL
[2025-10-13T23:54:18.718744] [INFO ] [sig       ] CBL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:18.863919] [INFO ] [LOCAL     ] Saved forecast: CBL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CBL.txt
[2025-10-13T23:54:18.864179] [INFO ] [sig       ] [328/1810] Completed CBL in 0.3s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:18.864224] [INFO ] [sig       ] [329/1810] Forecasting CBNA...
[2025-10-13T23:54:18.864255] [INFO ] [sig       ] Generating forecast for: CBNA
[2025-10-13T23:54:18.864289] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBNA' from 'https://tdm.silogroup.org/data/derivative_storage/CBNA.csv'.
[2025-10-13T23:54:18.873264] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'CBNA'.
[2025-10-13T23:54:18.873533] [INFO ] [FORECASTER] Starting predict_future for CBNA
[2025-10-13T23:54:18.899324] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:18.900106] [DEBUG] [LOCAL     ] No optimal features file found for CBNA: ./output/feature-sets/CBNA.txt
[2025-10-13T23:54:18.900162] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:18.900196] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:18.900224] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:18.900281] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:18.920408] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:18.921492] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:18.921613] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:18.921681] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:18.960943] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:18.961116] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:18.961186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:18.961224] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:18.965318] [DEBUG] [FORECASTER] CBNA: Forecast T+1@11:T+2@11: DOWN (p=43.27%)
[2025-10-13T23:54:18.965670] [INFO ] [FORECASTER] Completed predict_future for CBNA
[2025-10-13T23:54:18.965837] [INFO ] [sig       ] CBNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:19.116309] [INFO ] [LOCAL     ] Saved forecast: CBNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CBNA.txt
[2025-10-13T23:54:19.116611] [INFO ] [sig       ] [329/1810] Completed CBNA in 0.3s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:19.116687] [INFO ] [sig       ] [330/1810] Forecasting CBRE...
[2025-10-13T23:54:19.116738] [INFO ] [sig       ] Generating forecast for: CBRE
[2025-10-13T23:54:19.116774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBRE' from 'https://tdm.silogroup.org/data/derivative_storage/CBRE.csv'.
[2025-10-13T23:54:19.125955] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBRE'.
[2025-10-13T23:54:19.126283] [INFO ] [FORECASTER] Starting predict_future for CBRE
[2025-10-13T23:54:19.152896] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:19.153718] [DEBUG] [LOCAL     ] No optimal features file found for CBRE: ./output/feature-sets/CBRE.txt
[2025-10-13T23:54:19.153795] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:19.153859] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:19.153918] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:19.154026] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:19.172482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:19.173320] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:19.173458] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:19.173518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:19.210108] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:19.210303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:19.210350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:19.210382] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:19.214154] [DEBUG] [FORECASTER] CBRE: Forecast T+1@11:T+2@11: DOWN (p=1.11%)
[2025-10-13T23:54:19.214476] [INFO ] [FORECASTER] Completed predict_future for CBRE
[2025-10-13T23:54:19.214693] [INFO ] [sig       ] CBRE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:19.357815] [INFO ] [LOCAL     ] Saved forecast: CBRE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CBRE.txt
[2025-10-13T23:54:19.358040] [INFO ] [sig       ] [330/1810] Completed CBRE in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:19.358085] [INFO ] [sig       ] [331/1810] Forecasting CBT...
[2025-10-13T23:54:19.358117] [INFO ] [sig       ] Generating forecast for: CBT
[2025-10-13T23:54:19.358149] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBT' from 'https://tdm.silogroup.org/data/derivative_storage/CBT.csv'.
[2025-10-13T23:54:19.367261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBT'.
[2025-10-13T23:54:19.367678] [INFO ] [FORECASTER] Starting predict_future for CBT
[2025-10-13T23:54:19.392732] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:19.393441] [DEBUG] [LOCAL     ] No optimal features file found for CBT: ./output/feature-sets/CBT.txt
[2025-10-13T23:54:19.393497] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:19.393532] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:19.393561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:19.393618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:19.411136] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:19.411787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:19.411872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:19.411908] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:19.449310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:19.449448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:19.449491] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:19.449522] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:19.453002] [DEBUG] [FORECASTER] CBT: Forecast T+1@11:T+2@11: UP (p=90.23%)
[2025-10-13T23:54:19.453274] [INFO ] [FORECASTER] Completed predict_future for CBT
[2025-10-13T23:54:19.453410] [INFO ] [sig       ] CBT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:19.595368] [INFO ] [LOCAL     ] Saved forecast: CBT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CBT.txt
[2025-10-13T23:54:19.595602] [INFO ] [sig       ] [331/1810] Completed CBT in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:19.595669] [INFO ] [sig       ] [332/1810] Forecasting CBU...
[2025-10-13T23:54:19.595724] [INFO ] [sig       ] Generating forecast for: CBU
[2025-10-13T23:54:19.595760] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBU' from 'https://tdm.silogroup.org/data/derivative_storage/CBU.csv'.
[2025-10-13T23:54:19.604976] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBU'.
[2025-10-13T23:54:19.605361] [INFO ] [FORECASTER] Starting predict_future for CBU
[2025-10-13T23:54:19.630389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:19.631164] [DEBUG] [LOCAL     ] No optimal features file found for CBU: ./output/feature-sets/CBU.txt
[2025-10-13T23:54:19.631220] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:19.631275] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:19.631305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:19.631363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:19.648285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:19.648940] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:19.649050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:19.649087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:19.690000] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:19.690200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:19.690245] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:19.690276] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:19.693886] [DEBUG] [FORECASTER] CBU: Forecast T+1@11:T+2@11: UP (p=95.61%)
[2025-10-13T23:54:19.694176] [INFO ] [FORECASTER] Completed predict_future for CBU
[2025-10-13T23:54:19.694323] [INFO ] [sig       ] CBU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:19.838204] [INFO ] [LOCAL     ] Saved forecast: CBU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CBU.txt
[2025-10-13T23:54:19.838452] [INFO ] [sig       ] [332/1810] Completed CBU in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:19.838496] [INFO ] [sig       ] [333/1810] Forecasting CBZ...
[2025-10-13T23:54:19.838527] [INFO ] [sig       ] Generating forecast for: CBZ
[2025-10-13T23:54:19.838559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CBZ' from 'https://tdm.silogroup.org/data/derivative_storage/CBZ.csv'.
[2025-10-13T23:54:19.847434] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CBZ'.
[2025-10-13T23:54:19.847812] [INFO ] [FORECASTER] Starting predict_future for CBZ
[2025-10-13T23:54:19.872747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:19.873522] [DEBUG] [LOCAL     ] No optimal features file found for CBZ: ./output/feature-sets/CBZ.txt
[2025-10-13T23:54:19.873578] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:19.873612] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:19.873662] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:19.873747] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:19.890750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:19.891303] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:19.891388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:19.891422] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:19.928993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:19.929158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:19.929201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:19.929234] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:19.934676] [DEBUG] [FORECASTER] CBZ: Forecast T+1@11:T+2@11: UP (p=68.28%)
[2025-10-13T23:54:19.934954] [INFO ] [FORECASTER] Completed predict_future for CBZ
[2025-10-13T23:54:19.935096] [INFO ] [sig       ] CBZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:20.077771] [INFO ] [LOCAL     ] Saved forecast: CBZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CBZ.txt
[2025-10-13T23:54:20.078006] [INFO ] [sig       ] [333/1810] Completed CBZ in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:20.078050] [INFO ] [sig       ] [334/1810] Forecasting CC...
[2025-10-13T23:54:20.078081] [INFO ] [sig       ] Generating forecast for: CC
[2025-10-13T23:54:20.078114] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CC' from 'https://tdm.silogroup.org/data/derivative_storage/CC.csv'.
[2025-10-13T23:54:20.086564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CC'.
[2025-10-13T23:54:20.086902] [INFO ] [FORECASTER] Starting predict_future for CC
[2025-10-13T23:54:20.112025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:20.112892] [DEBUG] [LOCAL     ] No optimal features file found for CC: ./output/feature-sets/CC.txt
[2025-10-13T23:54:20.112958] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:20.112994] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:20.113023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:20.113082] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:20.131076] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:20.132053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:20.132145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:20.132181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:20.172638] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:20.172847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:20.172895] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:20.172928] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:20.176663] [DEBUG] [FORECASTER] CC: Forecast T+1@11:T+2@11: UP (p=88.40%)
[2025-10-13T23:54:20.177027] [INFO ] [FORECASTER] Completed predict_future for CC
[2025-10-13T23:54:20.177216] [INFO ] [sig       ] CC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:20.321447] [INFO ] [LOCAL     ] Saved forecast: CC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CC.txt
[2025-10-13T23:54:20.321736] [INFO ] [sig       ] [334/1810] Completed CC in 0.2s | 4.13 sym/s | Total: 1.3m | ETA: 6.0m
[2025-10-13T23:54:20.321798] [INFO ] [sig       ] [335/1810] Forecasting CCI...
[2025-10-13T23:54:20.321833] [INFO ] [sig       ] Generating forecast for: CCI
[2025-10-13T23:54:20.321866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCI' from 'https://tdm.silogroup.org/data/derivative_storage/CCI.csv'.
[2025-10-13T23:54:20.331022] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCI'.
[2025-10-13T23:54:20.331426] [INFO ] [FORECASTER] Starting predict_future for CCI
[2025-10-13T23:54:20.357256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:20.358134] [DEBUG] [LOCAL     ] No optimal features file found for CCI: ./output/feature-sets/CCI.txt
[2025-10-13T23:54:20.358193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:20.358229] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:20.358259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:20.358318] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:20.375690] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:20.376354] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:20.376436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:20.376470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:20.414500] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:20.414702] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:20.414763] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:20.414795] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:20.418322] [DEBUG] [FORECASTER] CCI: Forecast T+1@11:T+2@11: DOWN (p=2.43%)
[2025-10-13T23:54:20.418619] [INFO ] [FORECASTER] Completed predict_future for CCI
[2025-10-13T23:54:20.418802] [INFO ] [sig       ] CCI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:20.563578] [INFO ] [LOCAL     ] Saved forecast: CCI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CCI.txt
[2025-10-13T23:54:20.563847] [INFO ] [sig       ] [335/1810] Completed CCI in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:20.563904] [INFO ] [sig       ] [336/1810] Forecasting CCIF...
[2025-10-13T23:54:20.563939] [INFO ] [sig       ] Generating forecast for: CCIF
[2025-10-13T23:54:20.563972] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCIF' from 'https://tdm.silogroup.org/data/derivative_storage/CCIF.csv'.
[2025-10-13T23:54:20.572867] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCIF'.
[2025-10-13T23:54:20.573222] [INFO ] [FORECASTER] Starting predict_future for CCIF
[2025-10-13T23:54:20.598501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:20.599365] [DEBUG] [LOCAL     ] No optimal features file found for CCIF: ./output/feature-sets/CCIF.txt
[2025-10-13T23:54:20.599425] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:20.599461] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:20.599491] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:20.599549] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:20.617724] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:20.618338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:20.618424] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:20.618459] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:20.652960] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:20.653110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:20.653155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:20.653186] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:20.656522] [DEBUG] [FORECASTER] CCIF: Forecast T+1@11:T+2@11: DOWN (p=30.28%)
[2025-10-13T23:54:20.656837] [INFO ] [FORECASTER] Completed predict_future for CCIF
[2025-10-13T23:54:20.656985] [INFO ] [sig       ] CCIF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:20.800740] [INFO ] [LOCAL     ] Saved forecast: CCIF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CCIF.txt
[2025-10-13T23:54:20.800959] [INFO ] [sig       ] [336/1810] Completed CCIF in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:20.801045] [INFO ] [sig       ] [337/1810] Forecasting CCJ...
[2025-10-13T23:54:20.801085] [INFO ] [sig       ] Generating forecast for: CCJ
[2025-10-13T23:54:20.801120] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCJ' from 'https://tdm.silogroup.org/data/derivative_storage/CCJ.csv'.
[2025-10-13T23:54:20.809631] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCJ'.
[2025-10-13T23:54:20.809939] [INFO ] [FORECASTER] Starting predict_future for CCJ
[2025-10-13T23:54:20.835499] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:20.836225] [DEBUG] [LOCAL     ] No optimal features file found for CCJ: ./output/feature-sets/CCJ.txt
[2025-10-13T23:54:20.836281] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:20.836316] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:20.836345] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:20.836401] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:20.853778] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:20.854338] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:20.854430] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:20.854474] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:20.892237] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:20.892358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:20.892399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:20.892430] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:20.895666] [DEBUG] [FORECASTER] CCJ: Forecast T+1@11:T+2@11: UP (p=73.04%)
[2025-10-13T23:54:20.895937] [INFO ] [FORECASTER] Completed predict_future for CCJ
[2025-10-13T23:54:20.896066] [INFO ] [sig       ] CCJ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:21.039926] [INFO ] [LOCAL     ] Saved forecast: CCJ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CCJ.txt
[2025-10-13T23:54:21.040185] [INFO ] [sig       ] [337/1810] Completed CCJ in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:21.040230] [INFO ] [sig       ] [338/1810] Forecasting CCK...
[2025-10-13T23:54:21.040263] [INFO ] [sig       ] Generating forecast for: CCK
[2025-10-13T23:54:21.040299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCK' from 'https://tdm.silogroup.org/data/derivative_storage/CCK.csv'.
[2025-10-13T23:54:21.049290] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCK'.
[2025-10-13T23:54:21.049718] [INFO ] [FORECASTER] Starting predict_future for CCK
[2025-10-13T23:54:21.075535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:21.076399] [DEBUG] [LOCAL     ] No optimal features file found for CCK: ./output/feature-sets/CCK.txt
[2025-10-13T23:54:21.076457] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:21.076494] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:21.076524] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:21.076583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:21.095149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:21.096099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:21.096185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:21.096221] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:21.135482] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:21.135562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:21.135599] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:21.135629] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:21.138744] [DEBUG] [FORECASTER] CCK: Forecast T+1@11:T+2@11: UP (p=61.38%)
[2025-10-13T23:54:21.138998] [INFO ] [FORECASTER] Completed predict_future for CCK
[2025-10-13T23:54:21.139148] [INFO ] [sig       ] CCK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:21.278558] [INFO ] [LOCAL     ] Saved forecast: CCK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CCK.txt
[2025-10-13T23:54:21.278793] [INFO ] [sig       ] [338/1810] Completed CCK in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:21.278854] [INFO ] [sig       ] [339/1810] Forecasting CCL...
[2025-10-13T23:54:21.278888] [INFO ] [sig       ] Generating forecast for: CCL
[2025-10-13T23:54:21.278920] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCL' from 'https://tdm.silogroup.org/data/derivative_storage/CCL.csv'.
[2025-10-13T23:54:21.287420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCL'.
[2025-10-13T23:54:21.287751] [INFO ] [FORECASTER] Starting predict_future for CCL
[2025-10-13T23:54:21.312476] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:21.313220] [DEBUG] [LOCAL     ] No optimal features file found for CCL: ./output/feature-sets/CCL.txt
[2025-10-13T23:54:21.313276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:21.313324] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:21.313353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:21.313411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:21.330601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:21.331176] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:21.331270] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:21.331304] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:21.370716] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:21.370792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:21.370827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:21.370856] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:21.373817] [DEBUG] [FORECASTER] CCL: Forecast T+1@11:T+2@11: DOWN (p=21.72%)
[2025-10-13T23:54:21.374060] [INFO ] [FORECASTER] Completed predict_future for CCL
[2025-10-13T23:54:21.374194] [INFO ] [sig       ] CCL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:21.513257] [INFO ] [LOCAL     ] Saved forecast: CCL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CCL.txt
[2025-10-13T23:54:21.513438] [INFO ] [sig       ] [339/1810] Completed CCL in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:21.513480] [INFO ] [sig       ] [340/1810] Forecasting CCO...
[2025-10-13T23:54:21.513510] [INFO ] [sig       ] Generating forecast for: CCO
[2025-10-13T23:54:21.513541] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCO' from 'https://tdm.silogroup.org/data/derivative_storage/CCO.csv'.
[2025-10-13T23:54:21.523053] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCO'.
[2025-10-13T23:54:21.523445] [INFO ] [FORECASTER] Starting predict_future for CCO
[2025-10-13T23:54:21.549339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:21.550190] [DEBUG] [LOCAL     ] No optimal features file found for CCO: ./output/feature-sets/CCO.txt
[2025-10-13T23:54:21.550248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:21.550284] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:21.550314] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:21.550470] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:21.568820] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:21.569717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:21.569832] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:21.569890] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:21.610614] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:21.610844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:21.610897] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:21.610929] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:21.614531] [DEBUG] [FORECASTER] CCO: Forecast T+1@11:T+2@11: DOWN (p=25.69%)
[2025-10-13T23:54:21.614848] [INFO ] [FORECASTER] Completed predict_future for CCO
[2025-10-13T23:54:21.615005] [INFO ] [sig       ] CCO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:21.766450] [INFO ] [LOCAL     ] Saved forecast: CCO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CCO.txt
[2025-10-13T23:54:21.766736] [INFO ] [sig       ] [340/1810] Completed CCO in 0.3s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:21.766799] [INFO ] [sig       ] [341/1810] Forecasting CCRD...
[2025-10-13T23:54:21.766833] [INFO ] [sig       ] Generating forecast for: CCRD
[2025-10-13T23:54:21.766867] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCRD' from 'https://tdm.silogroup.org/data/derivative_storage/CCRD.csv'.
[2025-10-13T23:54:21.776118] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCRD'.
[2025-10-13T23:54:21.776467] [INFO ] [FORECASTER] Starting predict_future for CCRD
[2025-10-13T23:54:21.801773] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:21.802440] [DEBUG] [LOCAL     ] No optimal features file found for CCRD: ./output/feature-sets/CCRD.txt
[2025-10-13T23:54:21.802501] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:21.802535] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:21.802562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:21.802619] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:21.820550] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:21.821121] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:21.821206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:21.821239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:21.859828] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:21.859919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:21.859957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:21.859987] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:21.863043] [DEBUG] [FORECASTER] CCRD: Forecast T+1@11:T+2@11: UP (p=75.42%)
[2025-10-13T23:54:21.863328] [INFO ] [FORECASTER] Completed predict_future for CCRD
[2025-10-13T23:54:21.863459] [INFO ] [sig       ] CCRD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:22.008034] [INFO ] [LOCAL     ] Saved forecast: CCRD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CCRD.txt
[2025-10-13T23:54:22.008267] [INFO ] [sig       ] [341/1810] Completed CCRD in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:22.008311] [INFO ] [sig       ] [342/1810] Forecasting CCU...
[2025-10-13T23:54:22.008343] [INFO ] [sig       ] Generating forecast for: CCU
[2025-10-13T23:54:22.008376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CCU' from 'https://tdm.silogroup.org/data/derivative_storage/CCU.csv'.
[2025-10-13T23:54:22.017262] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CCU'.
[2025-10-13T23:54:22.017553] [INFO ] [FORECASTER] Starting predict_future for CCU
[2025-10-13T23:54:22.042091] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:22.042856] [DEBUG] [LOCAL     ] No optimal features file found for CCU: ./output/feature-sets/CCU.txt
[2025-10-13T23:54:22.042912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:22.042947] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:22.042977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:22.043035] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:22.060206] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:22.060775] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:22.060855] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:22.060890] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:22.093318] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:22.093397] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:22.093434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:22.093463] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:22.096484] [DEBUG] [FORECASTER] CCU: Forecast T+1@11:T+2@11: UP (p=64.16%)
[2025-10-13T23:54:22.096778] [INFO ] [FORECASTER] Completed predict_future for CCU
[2025-10-13T23:54:22.096913] [INFO ] [sig       ] CCU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:22.238129] [INFO ] [LOCAL     ] Saved forecast: CCU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CCU.txt
[2025-10-13T23:54:22.238373] [INFO ] [sig       ] [342/1810] Completed CCU in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:22.238416] [INFO ] [sig       ] [343/1810] Forecasting CDE...
[2025-10-13T23:54:22.238447] [INFO ] [sig       ] Generating forecast for: CDE
[2025-10-13T23:54:22.238480] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDE' from 'https://tdm.silogroup.org/data/derivative_storage/CDE.csv'.
[2025-10-13T23:54:22.246899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDE'.
[2025-10-13T23:54:22.247243] [INFO ] [FORECASTER] Starting predict_future for CDE
[2025-10-13T23:54:22.272134] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:22.272967] [DEBUG] [LOCAL     ] No optimal features file found for CDE: ./output/feature-sets/CDE.txt
[2025-10-13T23:54:22.273024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:22.273058] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:22.273086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:22.273201] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:22.290122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:22.290892] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:22.290984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:22.291018] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:22.324744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:22.324921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:22.324962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:22.324993] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:22.328449] [DEBUG] [FORECASTER] CDE: Forecast T+1@11:T+2@11: DOWN (p=37.74%)
[2025-10-13T23:54:22.328894] [INFO ] [FORECASTER] Completed predict_future for CDE
[2025-10-13T23:54:22.329034] [INFO ] [sig       ] CDE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:22.470944] [INFO ] [LOCAL     ] Saved forecast: CDE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CDE.txt
[2025-10-13T23:54:22.471200] [INFO ] [sig       ] [343/1810] Completed CDE in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:22.471245] [INFO ] [sig       ] [344/1810] Forecasting CDLR...
[2025-10-13T23:54:22.471276] [INFO ] [sig       ] Generating forecast for: CDLR
[2025-10-13T23:54:22.471310] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDLR' from 'https://tdm.silogroup.org/data/derivative_storage/CDLR.csv'.
[2025-10-13T23:54:22.480117] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDLR'.
[2025-10-13T23:54:22.480528] [INFO ] [FORECASTER] Starting predict_future for CDLR
[2025-10-13T23:54:22.508082] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:22.508969] [DEBUG] [LOCAL     ] No optimal features file found for CDLR: ./output/feature-sets/CDLR.txt
[2025-10-13T23:54:22.509029] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:22.509066] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:22.509096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:22.509166] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:22.527604] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:22.528405] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:22.528493] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:22.528528] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:22.561971] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:22.562195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:22.562242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:22.562275] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:22.566012] [DEBUG] [FORECASTER] CDLR: Forecast T+1@11:T+2@11: UP (p=65.05%)
[2025-10-13T23:54:22.566285] [INFO ] [FORECASTER] Completed predict_future for CDLR
[2025-10-13T23:54:22.566419] [INFO ] [sig       ] CDLR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:22.711445] [INFO ] [LOCAL     ] Saved forecast: CDLR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CDLR.txt
[2025-10-13T23:54:22.711677] [INFO ] [sig       ] [344/1810] Completed CDLR in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:22.711739] [INFO ] [sig       ] [345/1810] Forecasting CDP...
[2025-10-13T23:54:22.711773] [INFO ] [sig       ] Generating forecast for: CDP
[2025-10-13T23:54:22.711806] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDP' from 'https://tdm.silogroup.org/data/derivative_storage/CDP.csv'.
[2025-10-13T23:54:22.720528] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDP'.
[2025-10-13T23:54:22.720831] [INFO ] [FORECASTER] Starting predict_future for CDP
[2025-10-13T23:54:22.745984] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:22.746720] [DEBUG] [LOCAL     ] No optimal features file found for CDP: ./output/feature-sets/CDP.txt
[2025-10-13T23:54:22.746778] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:22.746814] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:22.746843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:22.746902] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:22.764244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:22.764869] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:22.764951] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:22.764984] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:22.807021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:22.807165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:22.807205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:22.807235] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:22.810832] [DEBUG] [FORECASTER] CDP: Forecast T+1@11:T+2@11: UP (p=92.39%)
[2025-10-13T23:54:22.811223] [INFO ] [FORECASTER] Completed predict_future for CDP
[2025-10-13T23:54:22.811376] [INFO ] [sig       ] CDP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:22.951487] [INFO ] [LOCAL     ] Saved forecast: CDP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CDP.txt
[2025-10-13T23:54:22.951765] [INFO ] [sig       ] [345/1810] Completed CDP in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:22.951828] [INFO ] [sig       ] [346/1810] Forecasting CDRE...
[2025-10-13T23:54:22.951862] [INFO ] [sig       ] Generating forecast for: CDRE
[2025-10-13T23:54:22.951897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CDRE' from 'https://tdm.silogroup.org/data/derivative_storage/CDRE.csv'.
[2025-10-13T23:54:22.961479] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CDRE'.
[2025-10-13T23:54:22.961919] [INFO ] [FORECASTER] Starting predict_future for CDRE
[2025-10-13T23:54:22.988413] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:22.989263] [DEBUG] [LOCAL     ] No optimal features file found for CDRE: ./output/feature-sets/CDRE.txt
[2025-10-13T23:54:22.989322] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:22.989360] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:22.989412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:22.989475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:23.007815] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:23.008418] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:23.008506] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:23.008541] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:23.049401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:23.049490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:23.049935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:23.049978] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:23.053871] [DEBUG] [FORECASTER] CDRE: Forecast T+1@11:T+2@11: DOWN (p=1.72%)
[2025-10-13T23:54:23.054198] [INFO ] [FORECASTER] Completed predict_future for CDRE
[2025-10-13T23:54:23.054346] [INFO ] [sig       ] CDRE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:23.202367] [INFO ] [LOCAL     ] Saved forecast: CDRE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CDRE.txt
[2025-10-13T23:54:23.202623] [INFO ] [sig       ] [346/1810] Completed CDRE in 0.3s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:23.202703] [INFO ] [sig       ] [347/1810] Forecasting CE...
[2025-10-13T23:54:23.202748] [INFO ] [sig       ] Generating forecast for: CE
[2025-10-13T23:54:23.202783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CE' from 'https://tdm.silogroup.org/data/derivative_storage/CE.csv'.
[2025-10-13T23:54:23.212291] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CE'.
[2025-10-13T23:54:23.212676] [INFO ] [FORECASTER] Starting predict_future for CE
[2025-10-13T23:54:23.237618] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:23.238418] [DEBUG] [LOCAL     ] No optimal features file found for CE: ./output/feature-sets/CE.txt
[2025-10-13T23:54:23.238474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:23.238508] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:23.238536] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:23.238593] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:23.255839] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:23.256491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:23.256572] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:23.256606] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:23.292476] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:23.292574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:23.292611] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:23.292663] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:23.295839] [DEBUG] [FORECASTER] CE: Forecast T+1@11:T+2@11: DOWN (p=41.34%)
[2025-10-13T23:54:23.296095] [INFO ] [FORECASTER] Completed predict_future for CE
[2025-10-13T23:54:23.296247] [INFO ] [sig       ] CE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:23.435971] [INFO ] [LOCAL     ] Saved forecast: CE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CE.txt
[2025-10-13T23:54:23.436175] [INFO ] [sig       ] [347/1810] Completed CE in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:23.436219] [INFO ] [sig       ] [348/1810] Forecasting CEE...
[2025-10-13T23:54:23.436250] [INFO ] [sig       ] Generating forecast for: CEE
[2025-10-13T23:54:23.436282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CEE' from 'https://tdm.silogroup.org/data/derivative_storage/CEE.csv'.
[2025-10-13T23:54:23.444590] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CEE'.
[2025-10-13T23:54:23.444880] [INFO ] [FORECASTER] Starting predict_future for CEE
[2025-10-13T23:54:23.469559] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:23.470255] [DEBUG] [LOCAL     ] No optimal features file found for CEE: ./output/feature-sets/CEE.txt
[2025-10-13T23:54:23.470311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:23.470344] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:23.470372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:23.470428] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:23.487172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:23.487775] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:23.487856] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:23.487889] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:23.520283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:23.520360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:23.520395] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:23.520424] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:23.523417] [DEBUG] [FORECASTER] CEE: Forecast T+1@11:T+2@11: DOWN (p=8.61%)
[2025-10-13T23:54:23.523686] [INFO ] [FORECASTER] Completed predict_future for CEE
[2025-10-13T23:54:23.523835] [INFO ] [sig       ] CEE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:23.662562] [INFO ] [LOCAL     ] Saved forecast: CEE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CEE.txt
[2025-10-13T23:54:23.662799] [INFO ] [sig       ] [348/1810] Completed CEE in 0.2s | 4.14 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:23.662860] [INFO ] [sig       ] [349/1810] Forecasting CEPU...
[2025-10-13T23:54:23.662895] [INFO ] [sig       ] Generating forecast for: CEPU
[2025-10-13T23:54:23.662928] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CEPU' from 'https://tdm.silogroup.org/data/derivative_storage/CEPU.csv'.
[2025-10-13T23:54:23.671489] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CEPU'.
[2025-10-13T23:54:23.671813] [INFO ] [FORECASTER] Starting predict_future for CEPU
[2025-10-13T23:54:23.698244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:23.698997] [DEBUG] [LOCAL     ] No optimal features file found for CEPU: ./output/feature-sets/CEPU.txt
[2025-10-13T23:54:23.699054] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:23.699089] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:23.699118] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:23.699198] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:23.716813] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:23.717388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:23.717471] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:23.717541] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:23.753845] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:23.753929] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:23.753966] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:23.753994] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:23.757113] [DEBUG] [FORECASTER] CEPU: Forecast T+1@11:T+2@11: DOWN (p=26.07%)
[2025-10-13T23:54:23.757386] [INFO ] [FORECASTER] Completed predict_future for CEPU
[2025-10-13T23:54:23.757565] [INFO ] [sig       ] CEPU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:23.913818] [INFO ] [LOCAL     ] Saved forecast: CEPU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CEPU.txt
[2025-10-13T23:54:23.914126] [INFO ] [sig       ] [349/1810] Completed CEPU in 0.3s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:23.914175] [INFO ] [sig       ] [350/1810] Forecasting CF...
[2025-10-13T23:54:23.914207] [INFO ] [sig       ] Generating forecast for: CF
[2025-10-13T23:54:23.914240] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CF' from 'https://tdm.silogroup.org/data/derivative_storage/CF.csv'.
[2025-10-13T23:54:23.924829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CF'.
[2025-10-13T23:54:23.925229] [INFO ] [FORECASTER] Starting predict_future for CF
[2025-10-13T23:54:23.957069] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:23.957944] [DEBUG] [LOCAL     ] No optimal features file found for CF: ./output/feature-sets/CF.txt
[2025-10-13T23:54:23.958005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:23.958041] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:23.958069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:23.958127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:23.975953] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:23.976742] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:23.976838] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:23.976873] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:24.020830] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:24.021006] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:24.021048] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:24.021078] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:24.025978] [DEBUG] [FORECASTER] CF: Forecast T+1@11:T+2@11: DOWN (p=40.73%)
[2025-10-13T23:54:24.026313] [INFO ] [FORECASTER] Completed predict_future for CF
[2025-10-13T23:54:24.026464] [INFO ] [sig       ] CF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:24.228082] [INFO ] [LOCAL     ] Saved forecast: CF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CF.txt
[2025-10-13T23:54:24.228465] [INFO ] [sig       ] [350/1810] Completed CF in 0.3s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:24.228517] [INFO ] [sig       ] [351/1810] Forecasting CFG...
[2025-10-13T23:54:24.228553] [INFO ] [sig       ] Generating forecast for: CFG
[2025-10-13T23:54:24.228591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CFG' from 'https://tdm.silogroup.org/data/derivative_storage/CFG.csv'.
[2025-10-13T23:54:24.238900] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CFG'.
[2025-10-13T23:54:24.239381] [INFO ] [FORECASTER] Starting predict_future for CFG
[2025-10-13T23:54:24.267179] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:24.268117] [DEBUG] [LOCAL     ] No optimal features file found for CFG: ./output/feature-sets/CFG.txt
[2025-10-13T23:54:24.268178] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:24.268216] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:24.268249] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:24.268311] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:24.287936] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:24.289117] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:24.289242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:24.289287] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:24.329537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:24.329794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:24.329878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:24.329914] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:24.334158] [DEBUG] [FORECASTER] CFG: Forecast T+1@11:T+2@11: UP (p=96.15%)
[2025-10-13T23:54:24.334544] [INFO ] [FORECASTER] Completed predict_future for CFG
[2025-10-13T23:54:24.334751] [INFO ] [sig       ] CFG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:24.533705] [INFO ] [LOCAL     ] Saved forecast: CFG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CFG.txt
[2025-10-13T23:54:24.533984] [INFO ] [sig       ] [351/1810] Completed CFG in 0.3s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:24.534033] [INFO ] [sig       ] [352/1810] Forecasting CFR...
[2025-10-13T23:54:24.534066] [INFO ] [sig       ] Generating forecast for: CFR
[2025-10-13T23:54:24.534099] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CFR' from 'https://tdm.silogroup.org/data/derivative_storage/CFR.csv'.
[2025-10-13T23:54:24.543891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CFR'.
[2025-10-13T23:54:24.544371] [INFO ] [FORECASTER] Starting predict_future for CFR
[2025-10-13T23:54:24.582215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:24.583427] [DEBUG] [LOCAL     ] No optimal features file found for CFR: ./output/feature-sets/CFR.txt
[2025-10-13T23:54:24.583511] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:24.583557] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:24.583595] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:24.583707] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:24.604894] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:24.605930] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:24.606028] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:24.606063] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:24.648958] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:24.649169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:24.649230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:24.649279] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:24.654586] [DEBUG] [FORECASTER] CFR: Forecast T+1@11:T+2@11: UP (p=80.48%)
[2025-10-13T23:54:24.655022] [INFO ] [FORECASTER] Completed predict_future for CFR
[2025-10-13T23:54:24.655217] [INFO ] [sig       ] CFR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:24.845577] [INFO ] [LOCAL     ] Saved forecast: CFR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CFR.txt
[2025-10-13T23:54:24.846001] [INFO ] [sig       ] [352/1810] Completed CFR in 0.3s | 4.12 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:24.846068] [INFO ] [sig       ] [353/1810] Forecasting CGV...
[2025-10-13T23:54:24.846112] [INFO ] [sig       ] Generating forecast for: CGV
[2025-10-13T23:54:24.846155] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CGV' from 'https://tdm.silogroup.org/data/derivative_storage/CGV.csv'.
[2025-10-13T23:54:24.855379] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CGV'.
[2025-10-13T23:54:24.855932] [INFO ] [FORECASTER] Starting predict_future for CGV
[2025-10-13T23:54:24.894754] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:24.895967] [DEBUG] [LOCAL     ] No optimal features file found for CGV: ./output/feature-sets/CGV.txt
[2025-10-13T23:54:24.896043] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:24.896096] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:24.896143] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:24.896263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:24.916822] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:24.917795] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:24.917901] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:24.917939] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:24.953897] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:24.954099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:24.954169] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:24.954229] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:24.960145] [DEBUG] [FORECASTER] CGV: Forecast T+1@11:T+2@11: UP (p=72.58%)
[2025-10-13T23:54:24.960749] [INFO ] [FORECASTER] Completed predict_future for CGV
[2025-10-13T23:54:24.960931] [INFO ] [sig       ] CGV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:25.144330] [INFO ] [LOCAL     ] Saved forecast: CGV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CGV.txt
[2025-10-13T23:54:25.144840] [INFO ] [sig       ] [353/1810] Completed CGV in 0.3s | 4.12 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:25.144905] [INFO ] [sig       ] [354/1810] Forecasting CHCT...
[2025-10-13T23:54:25.144940] [INFO ] [sig       ] Generating forecast for: CHCT
[2025-10-13T23:54:25.144974] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHCT' from 'https://tdm.silogroup.org/data/derivative_storage/CHCT.csv'.
[2025-10-13T23:54:25.154541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHCT'.
[2025-10-13T23:54:25.154922] [INFO ] [FORECASTER] Starting predict_future for CHCT
[2025-10-13T23:54:25.180751] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:25.181825] [DEBUG] [LOCAL     ] No optimal features file found for CHCT: ./output/feature-sets/CHCT.txt
[2025-10-13T23:54:25.181884] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:25.181921] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:25.181950] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:25.182009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:25.201146] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:25.201896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:25.201983] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:25.202019] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:25.229759] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:25.229924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:25.229967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:25.229999] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:25.233701] [DEBUG] [FORECASTER] CHCT: Forecast T+1@11:T+2@11: DOWN (p=0.22%)
[2025-10-13T23:54:25.234077] [INFO ] [FORECASTER] Completed predict_future for CHCT
[2025-10-13T23:54:25.234224] [INFO ] [sig       ] CHCT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:25.374527] [INFO ] [LOCAL     ] Saved forecast: CHCT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CHCT.txt
[2025-10-13T23:54:25.374773] [INFO ] [sig       ] [354/1810] Completed CHCT in 0.2s | 4.12 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:25.374834] [INFO ] [sig       ] [355/1810] Forecasting CHD...
[2025-10-13T23:54:25.374868] [INFO ] [sig       ] Generating forecast for: CHD
[2025-10-13T23:54:25.374903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHD' from 'https://tdm.silogroup.org/data/derivative_storage/CHD.csv'.
[2025-10-13T23:54:25.383454] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHD'.
[2025-10-13T23:54:25.383813] [INFO ] [FORECASTER] Starting predict_future for CHD
[2025-10-13T23:54:25.408722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:25.409476] [DEBUG] [LOCAL     ] No optimal features file found for CHD: ./output/feature-sets/CHD.txt
[2025-10-13T23:54:25.409533] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:25.409568] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:25.409598] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:25.409678] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:25.426566] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:25.427154] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:25.427239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:25.427277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:25.454108] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:25.454220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:25.454257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:25.454287] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:25.457431] [DEBUG] [FORECASTER] CHD: Forecast T+1@11:T+2@11: UP (p=72.37%)
[2025-10-13T23:54:25.457755] [INFO ] [FORECASTER] Completed predict_future for CHD
[2025-10-13T23:54:25.457889] [INFO ] [sig       ] CHD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:25.596378] [INFO ] [LOCAL     ] Saved forecast: CHD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CHD.txt
[2025-10-13T23:54:25.596602] [INFO ] [sig       ] [355/1810] Completed CHD in 0.2s | 4.12 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:25.596669] [INFO ] [sig       ] [356/1810] Forecasting CHE...
[2025-10-13T23:54:25.596724] [INFO ] [sig       ] Generating forecast for: CHE
[2025-10-13T23:54:25.596759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHE' from 'https://tdm.silogroup.org/data/derivative_storage/CHE.csv'.
[2025-10-13T23:54:25.605176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHE'.
[2025-10-13T23:54:25.605458] [INFO ] [FORECASTER] Starting predict_future for CHE
[2025-10-13T23:54:25.629967] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:25.630636] [DEBUG] [LOCAL     ] No optimal features file found for CHE: ./output/feature-sets/CHE.txt
[2025-10-13T23:54:25.630717] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:25.630753] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:25.630828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:25.630895] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:25.648209] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:25.648882] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:25.648963] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:25.648998] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:25.675439] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:25.675513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:25.675550] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:25.675579] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:25.678586] [DEBUG] [FORECASTER] CHE: Forecast T+1@11:T+2@11: UP (p=76.80%)
[2025-10-13T23:54:25.678865] [INFO ] [FORECASTER] Completed predict_future for CHE
[2025-10-13T23:54:25.678990] [INFO ] [sig       ] CHE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:25.817621] [INFO ] [LOCAL     ] Saved forecast: CHE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CHE.txt
[2025-10-13T23:54:25.817837] [INFO ] [sig       ] [356/1810] Completed CHE in 0.2s | 4.12 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:25.817886] [INFO ] [sig       ] [357/1810] Forecasting CHGG...
[2025-10-13T23:54:25.817918] [INFO ] [sig       ] Generating forecast for: CHGG
[2025-10-13T23:54:25.817950] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHGG' from 'https://tdm.silogroup.org/data/derivative_storage/CHGG.csv'.
[2025-10-13T23:54:25.826333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHGG'.
[2025-10-13T23:54:25.826607] [INFO ] [FORECASTER] Starting predict_future for CHGG
[2025-10-13T23:54:25.851706] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:25.852414] [DEBUG] [LOCAL     ] No optimal features file found for CHGG: ./output/feature-sets/CHGG.txt
[2025-10-13T23:54:25.852470] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:25.852504] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:25.852533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:25.852590] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:25.869962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:25.870489] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:25.870567] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:25.870602] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:25.897021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:25.897097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:25.897134] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:25.897163] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:25.900188] [DEBUG] [FORECASTER] CHGG: Forecast T+1@11:T+2@11: UP (p=61.16%)
[2025-10-13T23:54:25.900443] [INFO ] [FORECASTER] Completed predict_future for CHGG
[2025-10-13T23:54:25.900567] [INFO ] [sig       ] CHGG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:26.039105] [INFO ] [LOCAL     ] Saved forecast: CHGG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CHGG.txt
[2025-10-13T23:54:26.039282] [INFO ] [sig       ] [357/1810] Completed CHGG in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:26.039323] [INFO ] [sig       ] [358/1810] Forecasting CHMI...
[2025-10-13T23:54:26.039354] [INFO ] [sig       ] Generating forecast for: CHMI
[2025-10-13T23:54:26.039386] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHMI' from 'https://tdm.silogroup.org/data/derivative_storage/CHMI.csv'.
[2025-10-13T23:54:26.048012] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHMI'.
[2025-10-13T23:54:26.048281] [INFO ] [FORECASTER] Starting predict_future for CHMI
[2025-10-13T23:54:26.073030] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:26.073727] [DEBUG] [LOCAL     ] No optimal features file found for CHMI: ./output/feature-sets/CHMI.txt
[2025-10-13T23:54:26.073784] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:26.073818] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:26.073847] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:26.073904] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:26.091106] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:26.091624] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:26.091726] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:26.091768] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:26.122028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:26.122101] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:26.122155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:26.122186] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:26.125163] [DEBUG] [FORECASTER] CHMI: Forecast T+1@11:T+2@11: UP (p=54.12%)
[2025-10-13T23:54:26.125412] [INFO ] [FORECASTER] Completed predict_future for CHMI
[2025-10-13T23:54:26.125534] [INFO ] [sig       ] CHMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:26.264693] [INFO ] [LOCAL     ] Saved forecast: CHMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CHMI.txt
[2025-10-13T23:54:26.264868] [INFO ] [sig       ] [358/1810] Completed CHMI in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:26.264909] [INFO ] [sig       ] [359/1810] Forecasting CHPT...
[2025-10-13T23:54:26.264941] [INFO ] [sig       ] Generating forecast for: CHPT
[2025-10-13T23:54:26.264973] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHPT' from 'https://tdm.silogroup.org/data/derivative_storage/CHPT.csv'.
[2025-10-13T23:54:26.273189] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHPT'.
[2025-10-13T23:54:26.273461] [INFO ] [FORECASTER] Starting predict_future for CHPT
[2025-10-13T23:54:26.298184] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:26.298890] [DEBUG] [LOCAL     ] No optimal features file found for CHPT: ./output/feature-sets/CHPT.txt
[2025-10-13T23:54:26.298945] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:26.298978] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:26.299006] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:26.299062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:26.316030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:26.316577] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:26.316676] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:26.316731] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:26.348738] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:26.348843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:26.348881] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:26.348910] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:26.354961] [DEBUG] [FORECASTER] CHPT: Forecast T+1@11:T+2@11: DOWN (p=38.59%)
[2025-10-13T23:54:26.355214] [INFO ] [FORECASTER] Completed predict_future for CHPT
[2025-10-13T23:54:26.355338] [INFO ] [sig       ] CHPT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:26.494312] [INFO ] [LOCAL     ] Saved forecast: CHPT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CHPT.txt
[2025-10-13T23:54:26.494489] [INFO ] [sig       ] [359/1810] Completed CHPT in 0.2s | 4.13 sym/s | Total: 1.4m | ETA: 5.9m
[2025-10-13T23:54:26.494531] [INFO ] [sig       ] [360/1810] Forecasting CHT...
[2025-10-13T23:54:26.494562] [INFO ] [sig       ] Generating forecast for: CHT
[2025-10-13T23:54:26.494594] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHT' from 'https://tdm.silogroup.org/data/derivative_storage/CHT.csv'.
[2025-10-13T23:54:26.502707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHT'.
[2025-10-13T23:54:26.502976] [INFO ] [FORECASTER] Starting predict_future for CHT
[2025-10-13T23:54:26.528015] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:26.528783] [DEBUG] [LOCAL     ] No optimal features file found for CHT: ./output/feature-sets/CHT.txt
[2025-10-13T23:54:26.528838] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:26.528872] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:26.528900] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:26.528971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:26.546230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:26.546805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:26.546887] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:26.546921] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:26.579813] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:26.579891] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:26.579927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:26.579956] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:26.582954] [DEBUG] [FORECASTER] CHT: Forecast T+1@11:T+2@11: UP (p=94.01%)
[2025-10-13T23:54:26.583203] [INFO ] [FORECASTER] Completed predict_future for CHT
[2025-10-13T23:54:26.583330] [INFO ] [sig       ] CHT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:26.723238] [INFO ] [LOCAL     ] Saved forecast: CHT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CHT.txt
[2025-10-13T23:54:26.723412] [INFO ] [sig       ] [360/1810] Completed CHT in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.9m
[2025-10-13T23:54:26.723453] [INFO ] [sig       ] [361/1810] Forecasting CHWY...
[2025-10-13T23:54:26.723484] [INFO ] [sig       ] Generating forecast for: CHWY
[2025-10-13T23:54:26.723516] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CHWY' from 'https://tdm.silogroup.org/data/derivative_storage/CHWY.csv'.
[2025-10-13T23:54:26.732405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CHWY'.
[2025-10-13T23:54:26.732707] [INFO ] [FORECASTER] Starting predict_future for CHWY
[2025-10-13T23:54:26.757346] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:26.758088] [DEBUG] [LOCAL     ] No optimal features file found for CHWY: ./output/feature-sets/CHWY.txt
[2025-10-13T23:54:26.758144] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:26.758177] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:26.758207] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:26.758275] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:26.775553] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:26.776100] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:26.776180] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:26.776214] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:26.811673] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:26.811750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:26.811786] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:26.811815] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:26.814769] [DEBUG] [FORECASTER] CHWY: Forecast T+1@11:T+2@11: DOWN (p=10.48%)
[2025-10-13T23:54:26.815015] [INFO ] [FORECASTER] Completed predict_future for CHWY
[2025-10-13T23:54:26.815138] [INFO ] [sig       ] CHWY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:26.954482] [INFO ] [LOCAL     ] Saved forecast: CHWY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CHWY.txt
[2025-10-13T23:54:26.954693] [INFO ] [sig       ] [361/1810] Completed CHWY in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:26.954753] [INFO ] [sig       ] [362/1810] Forecasting CI...
[2025-10-13T23:54:26.954787] [INFO ] [sig       ] Generating forecast for: CI
[2025-10-13T23:54:26.954818] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CI' from 'https://tdm.silogroup.org/data/derivative_storage/CI.csv'.
[2025-10-13T23:54:26.963462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CI'.
[2025-10-13T23:54:26.963751] [INFO ] [FORECASTER] Starting predict_future for CI
[2025-10-13T23:54:26.988295] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:26.988990] [DEBUG] [LOCAL     ] No optimal features file found for CI: ./output/feature-sets/CI.txt
[2025-10-13T23:54:26.989045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:26.989080] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:26.989109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:26.989166] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:27.006309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:27.006866] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:27.006944] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:27.006978] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:27.041406] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:27.041480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:27.041516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:27.041545] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:27.044499] [DEBUG] [FORECASTER] CI: Forecast T+1@11:T+2@11: DOWN (p=10.78%)
[2025-10-13T23:54:27.044786] [INFO ] [FORECASTER] Completed predict_future for CI
[2025-10-13T23:54:27.044921] [INFO ] [sig       ] CI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:27.183285] [INFO ] [LOCAL     ] Saved forecast: CI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CI.txt
[2025-10-13T23:54:27.183487] [INFO ] [sig       ] [362/1810] Completed CI in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:27.183528] [INFO ] [sig       ] [363/1810] Forecasting CIA...
[2025-10-13T23:54:27.183559] [INFO ] [sig       ] Generating forecast for: CIA
[2025-10-13T23:54:27.183591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIA' from 'https://tdm.silogroup.org/data/derivative_storage/CIA.csv'.
[2025-10-13T23:54:27.192232] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIA'.
[2025-10-13T23:54:27.192508] [INFO ] [FORECASTER] Starting predict_future for CIA
[2025-10-13T23:54:27.216946] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:27.217663] [DEBUG] [LOCAL     ] No optimal features file found for CIA: ./output/feature-sets/CIA.txt
[2025-10-13T23:54:27.217723] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:27.217759] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:27.217788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:27.217844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:27.234966] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:27.235481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:27.235559] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:27.235593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:27.268485] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:27.268559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:27.268595] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:27.268624] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:27.271972] [DEBUG] [FORECASTER] CIA: Forecast T+1@11:T+2@11: UP (p=94.97%)
[2025-10-13T23:54:27.272222] [INFO ] [FORECASTER] Completed predict_future for CIA
[2025-10-13T23:54:27.272347] [INFO ] [sig       ] CIA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:27.410070] [INFO ] [LOCAL     ] Saved forecast: CIA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CIA.txt
[2025-10-13T23:54:27.410269] [INFO ] [sig       ] [363/1810] Completed CIA in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:27.410361] [INFO ] [sig       ] [364/1810] Forecasting CIF...
[2025-10-13T23:54:27.410412] [INFO ] [sig       ] Generating forecast for: CIF
[2025-10-13T23:54:27.410446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIF' from 'https://tdm.silogroup.org/data/derivative_storage/CIF.csv'.
[2025-10-13T23:54:27.418197] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIF'.
[2025-10-13T23:54:27.418455] [INFO ] [FORECASTER] Starting predict_future for CIF
[2025-10-13T23:54:27.442963] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:27.443620] [DEBUG] [LOCAL     ] No optimal features file found for CIF: ./output/feature-sets/CIF.txt
[2025-10-13T23:54:27.443698] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:27.443741] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:27.443771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:27.443827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:27.460686] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:27.461234] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:27.461312] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:27.461350] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:27.494340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:27.494415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:27.494452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:27.494482] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:27.497477] [DEBUG] [FORECASTER] CIF: Forecast T+1@11:T+2@11: UP (p=81.35%)
[2025-10-13T23:54:27.497805] [INFO ] [FORECASTER] Completed predict_future for CIF
[2025-10-13T23:54:27.497938] [INFO ] [sig       ] CIF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:27.636726] [INFO ] [LOCAL     ] Saved forecast: CIF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CIF.txt
[2025-10-13T23:54:27.636926] [INFO ] [sig       ] [364/1810] Completed CIF in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:27.636969] [INFO ] [sig       ] [365/1810] Forecasting CII...
[2025-10-13T23:54:27.637000] [INFO ] [sig       ] Generating forecast for: CII
[2025-10-13T23:54:27.637033] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CII' from 'https://tdm.silogroup.org/data/derivative_storage/CII.csv'.
[2025-10-13T23:54:27.646042] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CII'.
[2025-10-13T23:54:27.646318] [INFO ] [FORECASTER] Starting predict_future for CII
[2025-10-13T23:54:27.670947] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:27.671637] [DEBUG] [LOCAL     ] No optimal features file found for CII: ./output/feature-sets/CII.txt
[2025-10-13T23:54:27.671719] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:27.671755] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:27.671784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:27.671841] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:27.689010] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:27.689610] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:27.689714] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:27.689759] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:27.714523] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:27.714596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:27.714633] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:27.714718] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:27.717771] [DEBUG] [FORECASTER] CII: Forecast T+1@11:T+2@11: UP (p=85.78%)
[2025-10-13T23:54:27.718018] [INFO ] [FORECASTER] Completed predict_future for CII
[2025-10-13T23:54:27.718136] [INFO ] [sig       ] CII: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:27.857283] [INFO ] [LOCAL     ] Saved forecast: CII	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CII.txt
[2025-10-13T23:54:27.857466] [INFO ] [sig       ] [365/1810] Completed CII in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:27.857532] [INFO ] [sig       ] [366/1810] Forecasting CIMN...
[2025-10-13T23:54:27.857581] [INFO ] [sig       ] Generating forecast for: CIMN
[2025-10-13T23:54:27.857615] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIMN' from 'https://tdm.silogroup.org/data/derivative_storage/CIMN.csv'.
[2025-10-13T23:54:27.865435] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CIMN'.
[2025-10-13T23:54:27.865729] [INFO ] [FORECASTER] Starting predict_future for CIMN
[2025-10-13T23:54:27.890428] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:27.891118] [DEBUG] [LOCAL     ] No optimal features file found for CIMN: ./output/feature-sets/CIMN.txt
[2025-10-13T23:54:27.891177] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:27.891210] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:27.891239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:27.891308] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:27.908269] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:27.908823] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:27.908903] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:27.908936] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:27.933100] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:27.933176] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:27.933212] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:27.933242] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:27.936200] [DEBUG] [FORECASTER] CIMN: Forecast T+1@11:T+2@11: DOWN (p=43.47%)
[2025-10-13T23:54:27.936448] [INFO ] [FORECASTER] Completed predict_future for CIMN
[2025-10-13T23:54:27.936567] [INFO ] [sig       ] CIMN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:28.075833] [INFO ] [LOCAL     ] Saved forecast: CIMN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CIMN.txt
[2025-10-13T23:54:28.076009] [INFO ] [sig       ] [366/1810] Completed CIMN in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:28.076050] [INFO ] [sig       ] [367/1810] Forecasting CIO...
[2025-10-13T23:54:28.076081] [INFO ] [sig       ] Generating forecast for: CIO
[2025-10-13T23:54:28.076112] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CIO' from 'https://tdm.silogroup.org/data/derivative_storage/CIO.csv'.
[2025-10-13T23:54:28.083992] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CIO'.
[2025-10-13T23:54:28.084264] [INFO ] [FORECASTER] Starting predict_future for CIO
[2025-10-13T23:54:28.108884] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:28.109537] [DEBUG] [LOCAL     ] No optimal features file found for CIO: ./output/feature-sets/CIO.txt
[2025-10-13T23:54:28.109591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:28.109624] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:28.109683] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:28.109758] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:28.126851] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:28.127372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:28.127450] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:28.127483] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:28.153205] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:28.153283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:28.153319] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:28.153348] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:28.156340] [DEBUG] [FORECASTER] CIO: Forecast T+1@11:T+2@11: DOWN (p=10.08%)
[2025-10-13T23:54:28.156587] [INFO ] [FORECASTER] Completed predict_future for CIO
[2025-10-13T23:54:28.156737] [INFO ] [sig       ] CIO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:28.295802] [INFO ] [LOCAL     ] Saved forecast: CIO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CIO.txt
[2025-10-13T23:54:28.295995] [INFO ] [sig       ] [367/1810] Completed CIO in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:28.296037] [INFO ] [sig       ] [368/1810] Forecasting CL...
[2025-10-13T23:54:28.296069] [INFO ] [sig       ] Generating forecast for: CL
[2025-10-13T23:54:28.296101] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CL' from 'https://tdm.silogroup.org/data/derivative_storage/CL.csv'.
[2025-10-13T23:54:28.304410] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CL'.
[2025-10-13T23:54:28.304738] [INFO ] [FORECASTER] Starting predict_future for CL
[2025-10-13T23:54:28.329710] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:28.330368] [DEBUG] [LOCAL     ] No optimal features file found for CL: ./output/feature-sets/CL.txt
[2025-10-13T23:54:28.330423] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:28.330456] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:28.330484] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:28.330541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:28.347894] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:28.348433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:28.348513] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:28.348547] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:28.374623] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:28.374720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:28.374764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:28.374794] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:28.377749] [DEBUG] [FORECASTER] CL: Forecast T+1@11:T+2@11: DOWN (p=1.03%)
[2025-10-13T23:54:28.377999] [INFO ] [FORECASTER] Completed predict_future for CL
[2025-10-13T23:54:28.378117] [INFO ] [sig       ] CL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:28.520355] [INFO ] [LOCAL     ] Saved forecast: CL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CL.txt
[2025-10-13T23:54:28.520580] [INFO ] [sig       ] [368/1810] Completed CL in 0.2s | 4.13 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:28.520667] [INFO ] [sig       ] [369/1810] Forecasting CLCO...
[2025-10-13T23:54:28.520724] [INFO ] [sig       ] Generating forecast for: CLCO
[2025-10-13T23:54:28.520761] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLCO' from 'https://tdm.silogroup.org/data/derivative_storage/CLCO.csv'.
[2025-10-13T23:54:28.528609] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLCO'.
[2025-10-13T23:54:28.528903] [INFO ] [FORECASTER] Starting predict_future for CLCO
[2025-10-13T23:54:28.553951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:28.554628] [DEBUG] [LOCAL     ] No optimal features file found for CLCO: ./output/feature-sets/CLCO.txt
[2025-10-13T23:54:28.554709] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:28.554794] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:28.554834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:28.554894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:28.573330] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:28.573956] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:28.574038] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:28.574073] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:28.600359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:28.600443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:28.600481] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:28.600511] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:28.603767] [DEBUG] [FORECASTER] CLCO: Forecast T+1@11:T+2@11: UP (p=87.78%)
[2025-10-13T23:54:28.604023] [INFO ] [FORECASTER] Completed predict_future for CLCO
[2025-10-13T23:54:28.604146] [INFO ] [sig       ] CLCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:28.745829] [INFO ] [LOCAL     ] Saved forecast: CLCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CLCO.txt
[2025-10-13T23:54:28.746025] [INFO ] [sig       ] [369/1810] Completed CLCO in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:28.746068] [INFO ] [sig       ] [370/1810] Forecasting CLDT...
[2025-10-13T23:54:28.746099] [INFO ] [sig       ] Generating forecast for: CLDT
[2025-10-13T23:54:28.746132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLDT' from 'https://tdm.silogroup.org/data/derivative_storage/CLDT.csv'.
[2025-10-13T23:54:28.754374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLDT'.
[2025-10-13T23:54:28.754676] [INFO ] [FORECASTER] Starting predict_future for CLDT
[2025-10-13T23:54:28.779196] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:28.779900] [DEBUG] [LOCAL     ] No optimal features file found for CLDT: ./output/feature-sets/CLDT.txt
[2025-10-13T23:54:28.779955] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:28.779989] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:28.780018] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:28.780076] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:28.797240] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:28.797829] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:28.797909] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:28.797943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:28.826777] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:28.826986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:28.827036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:28.827068] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:28.830950] [DEBUG] [FORECASTER] CLDT: Forecast T+1@11:T+2@11: DOWN (p=0.80%)
[2025-10-13T23:54:28.831290] [INFO ] [FORECASTER] Completed predict_future for CLDT
[2025-10-13T23:54:28.831451] [INFO ] [sig       ] CLDT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:28.980006] [INFO ] [LOCAL     ] Saved forecast: CLDT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CLDT.txt
[2025-10-13T23:54:28.980326] [INFO ] [sig       ] [370/1810] Completed CLDT in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:28.980381] [INFO ] [sig       ] [371/1810] Forecasting CLF...
[2025-10-13T23:54:28.980413] [INFO ] [sig       ] Generating forecast for: CLF
[2025-10-13T23:54:28.980446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLF' from 'https://tdm.silogroup.org/data/derivative_storage/CLF.csv'.
[2025-10-13T23:54:28.989317] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLF'.
[2025-10-13T23:54:28.989622] [INFO ] [FORECASTER] Starting predict_future for CLF
[2025-10-13T23:54:29.014398] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:29.015145] [DEBUG] [LOCAL     ] No optimal features file found for CLF: ./output/feature-sets/CLF.txt
[2025-10-13T23:54:29.015200] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:29.015235] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:29.015263] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:29.015320] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:29.032062] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:29.032602] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:29.032709] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:29.032758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:29.070075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:29.070162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:29.070198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:29.070227] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:29.073257] [DEBUG] [FORECASTER] CLF: Forecast T+1@11:T+2@11: UP (p=87.69%)
[2025-10-13T23:54:29.073515] [INFO ] [FORECASTER] Completed predict_future for CLF
[2025-10-13T23:54:29.073666] [INFO ] [sig       ] CLF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:29.212237] [INFO ] [LOCAL     ] Saved forecast: CLF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CLF.txt
[2025-10-13T23:54:29.212471] [INFO ] [sig       ] [371/1810] Completed CLF in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:29.212516] [INFO ] [sig       ] [372/1810] Forecasting CLH...
[2025-10-13T23:54:29.212546] [INFO ] [sig       ] Generating forecast for: CLH
[2025-10-13T23:54:29.212578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLH' from 'https://tdm.silogroup.org/data/derivative_storage/CLH.csv'.
[2025-10-13T23:54:29.222396] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLH'.
[2025-10-13T23:54:29.222830] [INFO ] [FORECASTER] Starting predict_future for CLH
[2025-10-13T23:54:29.248842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:29.249665] [DEBUG] [LOCAL     ] No optimal features file found for CLH: ./output/feature-sets/CLH.txt
[2025-10-13T23:54:29.249730] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:29.249765] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:29.249794] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:29.249852] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:29.267140] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:29.267885] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:29.267972] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:29.268006] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:29.298060] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:29.298223] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:29.298264] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:29.298331] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:29.301730] [DEBUG] [FORECASTER] CLH: Forecast T+1@11:T+2@11: DOWN (p=28.80%)
[2025-10-13T23:54:29.302002] [INFO ] [FORECASTER] Completed predict_future for CLH
[2025-10-13T23:54:29.302133] [INFO ] [sig       ] CLH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:29.439957] [INFO ] [LOCAL     ] Saved forecast: CLH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CLH.txt
[2025-10-13T23:54:29.440186] [INFO ] [sig       ] [372/1810] Completed CLH in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:29.440230] [INFO ] [sig       ] [373/1810] Forecasting CLS...
[2025-10-13T23:54:29.440260] [INFO ] [sig       ] Generating forecast for: CLS
[2025-10-13T23:54:29.440293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLS' from 'https://tdm.silogroup.org/data/derivative_storage/CLS.csv'.
[2025-10-13T23:54:29.448600] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLS'.
[2025-10-13T23:54:29.448904] [INFO ] [FORECASTER] Starting predict_future for CLS
[2025-10-13T23:54:29.473463] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:29.474180] [DEBUG] [LOCAL     ] No optimal features file found for CLS: ./output/feature-sets/CLS.txt
[2025-10-13T23:54:29.474236] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:29.474270] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:29.474299] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:29.474357] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:29.491150] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:29.491713] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:29.491796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:29.491830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:29.522404] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:29.522504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:29.522540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:29.522570] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:29.525599] [DEBUG] [FORECASTER] CLS: Forecast T+1@11:T+2@11: UP (p=64.49%)
[2025-10-13T23:54:29.525882] [INFO ] [FORECASTER] Completed predict_future for CLS
[2025-10-13T23:54:29.526012] [INFO ] [sig       ] CLS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:29.664540] [INFO ] [LOCAL     ] Saved forecast: CLS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CLS.txt
[2025-10-13T23:54:29.664751] [INFO ] [sig       ] [373/1810] Completed CLS in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:29.664812] [INFO ] [sig       ] [374/1810] Forecasting CLVT...
[2025-10-13T23:54:29.664845] [INFO ] [sig       ] Generating forecast for: CLVT
[2025-10-13T23:54:29.664879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLVT' from 'https://tdm.silogroup.org/data/derivative_storage/CLVT.csv'.
[2025-10-13T23:54:29.673342] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLVT'.
[2025-10-13T23:54:29.673618] [INFO ] [FORECASTER] Starting predict_future for CLVT
[2025-10-13T23:54:29.698212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:29.698912] [DEBUG] [LOCAL     ] No optimal features file found for CLVT: ./output/feature-sets/CLVT.txt
[2025-10-13T23:54:29.698968] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:29.699002] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:29.699030] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:29.699087] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:29.716096] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:29.716618] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:29.716727] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:29.716770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:29.747198] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:29.747274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:29.747310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:29.747339] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:29.750512] [DEBUG] [FORECASTER] CLVT: Forecast T+1@11:T+2@11: DOWN (p=49.10%)
[2025-10-13T23:54:29.750977] [INFO ] [FORECASTER] Completed predict_future for CLVT
[2025-10-13T23:54:29.751108] [INFO ] [sig       ] CLVT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:29.891878] [INFO ] [LOCAL     ] Saved forecast: CLVT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CLVT.txt
[2025-10-13T23:54:29.892128] [INFO ] [sig       ] [374/1810] Completed CLVT in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:29.892172] [INFO ] [sig       ] [375/1810] Forecasting CLW...
[2025-10-13T23:54:29.892203] [INFO ] [sig       ] Generating forecast for: CLW
[2025-10-13T23:54:29.892235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLW' from 'https://tdm.silogroup.org/data/derivative_storage/CLW.csv'.
[2025-10-13T23:54:29.901051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLW'.
[2025-10-13T23:54:29.901354] [INFO ] [FORECASTER] Starting predict_future for CLW
[2025-10-13T23:54:29.926148] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:29.926841] [DEBUG] [LOCAL     ] No optimal features file found for CLW: ./output/feature-sets/CLW.txt
[2025-10-13T23:54:29.926897] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:29.926931] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:29.926960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:29.927016] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:29.944450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:29.945042] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:29.945145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:29.945181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:29.982970] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:29.983148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:29.983193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:29.983225] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:29.986762] [DEBUG] [FORECASTER] CLW: Forecast T+1@11:T+2@11: UP (p=88.05%)
[2025-10-13T23:54:29.987040] [INFO ] [FORECASTER] Completed predict_future for CLW
[2025-10-13T23:54:29.987913] [INFO ] [sig       ] CLW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:30.133946] [INFO ] [LOCAL     ] Saved forecast: CLW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CLW.txt
[2025-10-13T23:54:30.134157] [INFO ] [sig       ] [375/1810] Completed CLW in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:30.134200] [INFO ] [sig       ] [376/1810] Forecasting CLX...
[2025-10-13T23:54:30.134231] [INFO ] [sig       ] Generating forecast for: CLX
[2025-10-13T23:54:30.134263] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CLX' from 'https://tdm.silogroup.org/data/derivative_storage/CLX.csv'.
[2025-10-13T23:54:30.143677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CLX'.
[2025-10-13T23:54:30.143960] [INFO ] [FORECASTER] Starting predict_future for CLX
[2025-10-13T23:54:30.168466] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:30.169190] [DEBUG] [LOCAL     ] No optimal features file found for CLX: ./output/feature-sets/CLX.txt
[2025-10-13T23:54:30.169244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:30.169278] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:30.169305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:30.169361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:30.186371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:30.186934] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:30.187014] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:30.187048] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:30.221172] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:30.221251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:30.221287] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:30.221316] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:30.224259] [DEBUG] [FORECASTER] CLX: Forecast T+1@11:T+2@11: UP (p=80.44%)
[2025-10-13T23:54:30.224505] [INFO ] [FORECASTER] Completed predict_future for CLX
[2025-10-13T23:54:30.224634] [INFO ] [sig       ] CLX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:30.362669] [INFO ] [LOCAL     ] Saved forecast: CLX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CLX.txt
[2025-10-13T23:54:30.362921] [INFO ] [sig       ] [376/1810] Completed CLX in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:30.362964] [INFO ] [sig       ] [377/1810] Forecasting CM...
[2025-10-13T23:54:30.362994] [INFO ] [sig       ] Generating forecast for: CM
[2025-10-13T23:54:30.363025] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CM' from 'https://tdm.silogroup.org/data/derivative_storage/CM.csv'.
[2025-10-13T23:54:30.372440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CM'.
[2025-10-13T23:54:30.372840] [INFO ] [FORECASTER] Starting predict_future for CM
[2025-10-13T23:54:30.397740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:30.398447] [DEBUG] [LOCAL     ] No optimal features file found for CM: ./output/feature-sets/CM.txt
[2025-10-13T23:54:30.398502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:30.398535] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:30.398563] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:30.398618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:30.415845] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:30.416410] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:30.416498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:30.416533] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:30.453279] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:30.453415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:30.453454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:30.453485] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:30.456743] [DEBUG] [FORECASTER] CM: Forecast T+1@11:T+2@11: UP (p=82.16%)
[2025-10-13T23:54:30.457006] [INFO ] [FORECASTER] Completed predict_future for CM
[2025-10-13T23:54:30.457141] [INFO ] [sig       ] CM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:30.600394] [INFO ] [LOCAL     ] Saved forecast: CM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CM.txt
[2025-10-13T23:54:30.600674] [INFO ] [sig       ] [377/1810] Completed CM in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:30.600738] [INFO ] [sig       ] [378/1810] Forecasting CMBT...
[2025-10-13T23:54:30.600784] [INFO ] [sig       ] Generating forecast for: CMBT
[2025-10-13T23:54:30.600821] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMBT' from 'https://tdm.silogroup.org/data/derivative_storage/CMBT.csv'.
[2025-10-13T23:54:30.609456] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMBT'.
[2025-10-13T23:54:30.609758] [INFO ] [FORECASTER] Starting predict_future for CMBT
[2025-10-13T23:54:30.635043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:30.635786] [DEBUG] [LOCAL     ] No optimal features file found for CMBT: ./output/feature-sets/CMBT.txt
[2025-10-13T23:54:30.635844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:30.635880] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:30.635911] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:30.635971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:30.654464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:30.655087] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:30.655171] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:30.655207] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:30.690716] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:30.690820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:30.690859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:30.690890] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:30.694091] [DEBUG] [FORECASTER] CMBT: Forecast T+1@11:T+2@11: DOWN (p=3.24%)
[2025-10-13T23:54:30.694354] [INFO ] [FORECASTER] Completed predict_future for CMBT
[2025-10-13T23:54:30.694488] [INFO ] [sig       ] CMBT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:30.839436] [INFO ] [LOCAL     ] Saved forecast: CMBT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMBT.txt
[2025-10-13T23:54:30.839761] [INFO ] [sig       ] [378/1810] Completed CMBT in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:30.839825] [INFO ] [sig       ] [379/1810] Forecasting CMC...
[2025-10-13T23:54:30.839858] [INFO ] [sig       ] Generating forecast for: CMC
[2025-10-13T23:54:30.839942] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMC' from 'https://tdm.silogroup.org/data/derivative_storage/CMC.csv'.
[2025-10-13T23:54:30.849050] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMC'.
[2025-10-13T23:54:30.849388] [INFO ] [FORECASTER] Starting predict_future for CMC
[2025-10-13T23:54:30.874128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:30.874833] [DEBUG] [LOCAL     ] No optimal features file found for CMC: ./output/feature-sets/CMC.txt
[2025-10-13T23:54:30.874889] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:30.874921] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:30.874948] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:30.875006] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:30.891841] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:30.892400] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:30.892482] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:30.892516] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:30.925892] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:30.925978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:30.926015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:30.926044] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:30.929055] [DEBUG] [FORECASTER] CMC: Forecast T+1@11:T+2@11: DOWN (p=36.56%)
[2025-10-13T23:54:30.929303] [INFO ] [FORECASTER] Completed predict_future for CMC
[2025-10-13T23:54:30.929435] [INFO ] [sig       ] CMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:31.067705] [INFO ] [LOCAL     ] Saved forecast: CMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMC.txt
[2025-10-13T23:54:31.067941] [INFO ] [sig       ] [379/1810] Completed CMC in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:31.067984] [INFO ] [sig       ] [380/1810] Forecasting CMCM...
[2025-10-13T23:54:31.068015] [INFO ] [sig       ] Generating forecast for: CMCM
[2025-10-13T23:54:31.068046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMCM' from 'https://tdm.silogroup.org/data/derivative_storage/CMCM.csv'.
[2025-10-13T23:54:31.076953] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMCM'.
[2025-10-13T23:54:31.077331] [INFO ] [FORECASTER] Starting predict_future for CMCM
[2025-10-13T23:54:31.104244] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:31.105146] [DEBUG] [LOCAL     ] No optimal features file found for CMCM: ./output/feature-sets/CMCM.txt
[2025-10-13T23:54:31.105205] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:31.105241] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:31.105271] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:31.105329] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:31.122424] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:31.123323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:31.123414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:31.123448] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:31.159034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:31.159163] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:31.159204] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:31.159233] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:31.162487] [DEBUG] [FORECASTER] CMCM: Forecast T+1@11:T+2@11: UP (p=72.60%)
[2025-10-13T23:54:31.162796] [INFO ] [FORECASTER] Completed predict_future for CMCM
[2025-10-13T23:54:31.162937] [INFO ] [sig       ] CMCM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:31.303321] [INFO ] [LOCAL     ] Saved forecast: CMCM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMCM.txt
[2025-10-13T23:54:31.303571] [INFO ] [sig       ] [380/1810] Completed CMCM in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:31.303614] [INFO ] [sig       ] [381/1810] Forecasting CMG...
[2025-10-13T23:54:31.303675] [INFO ] [sig       ] Generating forecast for: CMG
[2025-10-13T23:54:31.303730] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMG' from 'https://tdm.silogroup.org/data/derivative_storage/CMG.csv'.
[2025-10-13T23:54:31.312419] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMG'.
[2025-10-13T23:54:31.312723] [INFO ] [FORECASTER] Starting predict_future for CMG
[2025-10-13T23:54:31.338010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:31.338812] [DEBUG] [LOCAL     ] No optimal features file found for CMG: ./output/feature-sets/CMG.txt
[2025-10-13T23:54:31.338869] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:31.338905] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:31.338936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:31.338994] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:31.357115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:31.357840] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:31.357927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:31.357962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:31.398120] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:31.398200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:31.398238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:31.398268] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:31.402054] [DEBUG] [FORECASTER] CMG: Forecast T+1@11:T+2@11: UP (p=55.63%)
[2025-10-13T23:54:31.402311] [INFO ] [FORECASTER] Completed predict_future for CMG
[2025-10-13T23:54:31.402458] [INFO ] [sig       ] CMG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:31.555084] [INFO ] [LOCAL     ] Saved forecast: CMG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMG.txt
[2025-10-13T23:54:31.555340] [INFO ] [sig       ] [381/1810] Completed CMG in 0.3s | 4.14 sym/s | Total: 1.5m | ETA: 5.8m
[2025-10-13T23:54:31.555385] [INFO ] [sig       ] [382/1810] Forecasting CMI...
[2025-10-13T23:54:31.555416] [INFO ] [sig       ] Generating forecast for: CMI
[2025-10-13T23:54:31.555447] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMI' from 'https://tdm.silogroup.org/data/derivative_storage/CMI.csv'.
[2025-10-13T23:54:31.566556] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMI'.
[2025-10-13T23:54:31.567177] [INFO ] [FORECASTER] Starting predict_future for CMI
[2025-10-13T23:54:31.592698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:31.593411] [DEBUG] [LOCAL     ] No optimal features file found for CMI: ./output/feature-sets/CMI.txt
[2025-10-13T23:54:31.593510] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:31.593552] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:31.593582] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:31.593664] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:31.611076] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:31.611716] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:31.611801] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:31.611835] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:31.652044] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:31.652136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:31.652173] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:31.652202] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:31.655304] [DEBUG] [FORECASTER] CMI: Forecast T+1@11:T+2@11: UP (p=94.25%)
[2025-10-13T23:54:31.655567] [INFO ] [FORECASTER] Completed predict_future for CMI
[2025-10-13T23:54:31.655746] [INFO ] [sig       ] CMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:31.800368] [INFO ] [LOCAL     ] Saved forecast: CMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMI.txt
[2025-10-13T23:54:31.800687] [INFO ] [sig       ] [382/1810] Completed CMI in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-13T23:54:31.800751] [INFO ] [sig       ] [383/1810] Forecasting CMP...
[2025-10-13T23:54:31.800785] [INFO ] [sig       ] Generating forecast for: CMP
[2025-10-13T23:54:31.800819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMP' from 'https://tdm.silogroup.org/data/derivative_storage/CMP.csv'.
[2025-10-13T23:54:31.810480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMP'.
[2025-10-13T23:54:31.810888] [INFO ] [FORECASTER] Starting predict_future for CMP
[2025-10-13T23:54:31.837174] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:31.838066] [DEBUG] [LOCAL     ] No optimal features file found for CMP: ./output/feature-sets/CMP.txt
[2025-10-13T23:54:31.838122] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:31.838158] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:31.838188] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:31.838245] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:31.857186] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:31.857935] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:31.858020] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:31.858054] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:31.896888] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:31.897051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:31.897109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:31.897163] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:31.901824] [DEBUG] [FORECASTER] CMP: Forecast T+1@11:T+2@11: DOWN (p=9.45%)
[2025-10-13T23:54:31.902197] [INFO ] [FORECASTER] Completed predict_future for CMP
[2025-10-13T23:54:31.902351] [INFO ] [sig       ] CMP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:32.044232] [INFO ] [LOCAL     ] Saved forecast: CMP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMP.txt
[2025-10-13T23:54:32.044480] [INFO ] [sig       ] [383/1810] Completed CMP in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-13T23:54:32.044523] [INFO ] [sig       ] [384/1810] Forecasting CMPO...
[2025-10-13T23:54:32.044555] [INFO ] [sig       ] Generating forecast for: CMPO
[2025-10-13T23:54:32.044588] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMPO' from 'https://tdm.silogroup.org/data/derivative_storage/CMPO.csv'.
[2025-10-13T23:54:32.054069] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMPO'.
[2025-10-13T23:54:32.054448] [INFO ] [FORECASTER] Starting predict_future for CMPO
[2025-10-13T23:54:32.080624] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:32.081354] [DEBUG] [LOCAL     ] No optimal features file found for CMPO: ./output/feature-sets/CMPO.txt
[2025-10-13T23:54:32.081415] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:32.081451] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:32.081480] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:32.081537] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:32.099021] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:32.099596] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:32.099703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:32.099757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:32.137180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:32.137377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:32.137424] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:32.137456] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:32.141224] [DEBUG] [FORECASTER] CMPO: Forecast T+1@11:T+2@11: DOWN (p=32.92%)
[2025-10-13T23:54:32.141507] [INFO ] [FORECASTER] Completed predict_future for CMPO
[2025-10-13T23:54:32.141674] [INFO ] [sig       ] CMPO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:32.285553] [INFO ] [LOCAL     ] Saved forecast: CMPO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMPO.txt
[2025-10-13T23:54:32.285803] [INFO ] [sig       ] [384/1810] Completed CMPO in 0.2s | 4.14 sym/s | Total: 1.5m | ETA: 5.7m
[2025-10-13T23:54:32.285864] [INFO ] [sig       ] [385/1810] Forecasting CMRE...
[2025-10-13T23:54:32.285909] [INFO ] [sig       ] Generating forecast for: CMRE
[2025-10-13T23:54:32.285943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMRE' from 'https://tdm.silogroup.org/data/derivative_storage/CMRE.csv'.
[2025-10-13T23:54:32.295881] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMRE'.
[2025-10-13T23:54:32.296160] [INFO ] [FORECASTER] Starting predict_future for CMRE
[2025-10-13T23:54:32.321371] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:32.322128] [DEBUG] [LOCAL     ] No optimal features file found for CMRE: ./output/feature-sets/CMRE.txt
[2025-10-13T23:54:32.322183] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:32.322217] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:32.322246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:32.322303] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:32.345853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:32.346895] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:32.347050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:32.347095] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:32.387482] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:32.387715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:32.387775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:32.387807] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:32.392142] [DEBUG] [FORECASTER] CMRE: Forecast T+1@11:T+2@11: UP (p=98.79%)
[2025-10-13T23:54:32.392410] [INFO ] [FORECASTER] Completed predict_future for CMRE
[2025-10-13T23:54:32.392543] [INFO ] [sig       ] CMRE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:32.554777] [INFO ] [LOCAL     ] Saved forecast: CMRE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMRE.txt
[2025-10-13T23:54:32.555005] [INFO ] [sig       ] [385/1810] Completed CMRE in 0.3s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:32.555049] [INFO ] [sig       ] [386/1810] Forecasting CMS...
[2025-10-13T23:54:32.555081] [INFO ] [sig       ] Generating forecast for: CMS
[2025-10-13T23:54:32.555114] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMS' from 'https://tdm.silogroup.org/data/derivative_storage/CMS.csv'.
[2025-10-13T23:54:32.564577] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMS'.
[2025-10-13T23:54:32.564983] [INFO ] [FORECASTER] Starting predict_future for CMS
[2025-10-13T23:54:32.590226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:32.591000] [DEBUG] [LOCAL     ] No optimal features file found for CMS: ./output/feature-sets/CMS.txt
[2025-10-13T23:54:32.591057] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:32.591092] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:32.591121] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:32.591180] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:32.609350] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:32.610200] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:32.610290] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:32.610326] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:32.649938] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:32.650130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:32.650176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:32.650207] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:32.653867] [DEBUG] [FORECASTER] CMS: Forecast T+1@11:T+2@11: DOWN (p=45.98%)
[2025-10-13T23:54:32.654148] [INFO ] [FORECASTER] Completed predict_future for CMS
[2025-10-13T23:54:32.654288] [INFO ] [sig       ] CMS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:32.798836] [INFO ] [LOCAL     ] Saved forecast: CMS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMS.txt
[2025-10-13T23:54:32.799054] [INFO ] [sig       ] [386/1810] Completed CMS in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:32.799100] [INFO ] [sig       ] [387/1810] Forecasting CMSA...
[2025-10-13T23:54:32.799132] [INFO ] [sig       ] Generating forecast for: CMSA
[2025-10-13T23:54:32.799164] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMSA' from 'https://tdm.silogroup.org/data/derivative_storage/CMSA.csv'.
[2025-10-13T23:54:32.807588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMSA'.
[2025-10-13T23:54:32.807869] [INFO ] [FORECASTER] Starting predict_future for CMSA
[2025-10-13T23:54:32.835345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:32.836214] [DEBUG] [LOCAL     ] No optimal features file found for CMSA: ./output/feature-sets/CMSA.txt
[2025-10-13T23:54:32.836272] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:32.836309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:32.836340] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:32.836400] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:32.855317] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:32.856111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:32.856198] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:32.856233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:32.890999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:32.891082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:32.891119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:32.891150] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:32.894216] [DEBUG] [FORECASTER] CMSA: Forecast T+1@11:T+2@11: UP (p=91.54%)
[2025-10-13T23:54:32.894468] [INFO ] [FORECASTER] Completed predict_future for CMSA
[2025-10-13T23:54:32.894596] [INFO ] [sig       ] CMSA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:33.050811] [INFO ] [LOCAL     ] Saved forecast: CMSA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMSA.txt
[2025-10-13T23:54:33.051069] [INFO ] [sig       ] [387/1810] Completed CMSA in 0.3s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:33.051117] [INFO ] [sig       ] [388/1810] Forecasting CMSC...
[2025-10-13T23:54:33.051179] [INFO ] [sig       ] Generating forecast for: CMSC
[2025-10-13T23:54:33.051222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMSC' from 'https://tdm.silogroup.org/data/derivative_storage/CMSC.csv'.
[2025-10-13T23:54:33.060458] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMSC'.
[2025-10-13T23:54:33.060837] [INFO ] [FORECASTER] Starting predict_future for CMSC
[2025-10-13T23:54:33.089043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:33.089955] [DEBUG] [LOCAL     ] No optimal features file found for CMSC: ./output/feature-sets/CMSC.txt
[2025-10-13T23:54:33.090031] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:33.090097] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:33.090160] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:33.090255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:33.110401] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:33.111170] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:33.111259] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:33.111295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:33.146729] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:33.146881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:33.146926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:33.146958] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:33.153125] [DEBUG] [FORECASTER] CMSC: Forecast T+1@11:T+2@11: UP (p=82.26%)
[2025-10-13T23:54:33.153402] [INFO ] [FORECASTER] Completed predict_future for CMSC
[2025-10-13T23:54:33.153546] [INFO ] [sig       ] CMSC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:33.295546] [INFO ] [LOCAL     ] Saved forecast: CMSC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMSC.txt
[2025-10-13T23:54:33.295802] [INFO ] [sig       ] [388/1810] Completed CMSC in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:33.295865] [INFO ] [sig       ] [389/1810] Forecasting CMTG...
[2025-10-13T23:54:33.295900] [INFO ] [sig       ] Generating forecast for: CMTG
[2025-10-13T23:54:33.295933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMTG' from 'https://tdm.silogroup.org/data/derivative_storage/CMTG.csv'.
[2025-10-13T23:54:33.304236] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMTG'.
[2025-10-13T23:54:33.304516] [INFO ] [FORECASTER] Starting predict_future for CMTG
[2025-10-13T23:54:33.329199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:33.329930] [DEBUG] [LOCAL     ] No optimal features file found for CMTG: ./output/feature-sets/CMTG.txt
[2025-10-13T23:54:33.329987] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:33.330020] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:33.330048] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:33.330105] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:33.346933] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:33.347466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:33.347573] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:33.347615] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:33.384703] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:33.384874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:33.384918] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:33.384950] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:33.388458] [DEBUG] [FORECASTER] CMTG: Forecast T+1@11:T+2@11: UP (p=56.49%)
[2025-10-13T23:54:33.388779] [INFO ] [FORECASTER] Completed predict_future for CMTG
[2025-10-13T23:54:33.388924] [INFO ] [sig       ] CMTG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:33.532522] [INFO ] [LOCAL     ] Saved forecast: CMTG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CMTG.txt
[2025-10-13T23:54:33.532775] [INFO ] [sig       ] [389/1810] Completed CMTG in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:33.532837] [INFO ] [sig       ] [390/1810] Forecasting CMU...
[2025-10-13T23:54:33.532871] [INFO ] [sig       ] Generating forecast for: CMU
[2025-10-13T23:54:33.532903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CMU' from 'https://tdm.silogroup.org/data/derivative_storage/CMU.csv'.
[2025-10-13T23:54:33.541753] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CMU'.
[2025-10-13T23:54:33.542089] [INFO ] [FORECASTER] Starting predict_future for CMU
[2025-10-13T23:54:33.566938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:33.567785] [DEBUG] [LOCAL     ] No optimal features file found for CMU: ./output/feature-sets/CMU.txt
[2025-10-13T23:54:33.567844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:33.567881] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:33.567912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:33.567972] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:33.585695] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:33.586320] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:33.586412] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:33.586451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:33.619188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:33.619324] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:33.619365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:33.619394] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:33.622695] [DEBUG] [FORECASTER] CMU: Forecast T+1@11:T+2@11: DOWN (p=5.51%)
[2025-10-13T23:54:33.622961] [INFO ] [FORECASTER] Completed predict_future for CMU
[2025-10-13T23:54:33.623089] [INFO ] [sig       ] CMU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:33.763701] [INFO ] [LOCAL     ] Saved forecast: CMU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CMU.txt
[2025-10-13T23:54:33.763973] [INFO ] [sig       ] [390/1810] Completed CMU in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:33.764018] [INFO ] [sig       ] [391/1810] Forecasting CNA...
[2025-10-13T23:54:33.764050] [INFO ] [sig       ] Generating forecast for: CNA
[2025-10-13T23:54:33.764083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNA' from 'https://tdm.silogroup.org/data/derivative_storage/CNA.csv'.
[2025-10-13T23:54:33.773345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNA'.
[2025-10-13T23:54:33.773789] [INFO ] [FORECASTER] Starting predict_future for CNA
[2025-10-13T23:54:33.799281] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:33.800046] [DEBUG] [LOCAL     ] No optimal features file found for CNA: ./output/feature-sets/CNA.txt
[2025-10-13T23:54:33.800102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:33.800137] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:33.800166] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:33.800223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:33.817725] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:33.818601] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:33.818720] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:33.818768] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:33.857138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:33.857331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:33.857378] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:33.857411] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:33.861484] [DEBUG] [FORECASTER] CNA: Forecast T+1@11:T+2@11: DOWN (p=33.29%)
[2025-10-13T23:54:33.861829] [INFO ] [FORECASTER] Completed predict_future for CNA
[2025-10-13T23:54:33.861980] [INFO ] [sig       ] CNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:34.004337] [INFO ] [LOCAL     ] Saved forecast: CNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNA.txt
[2025-10-13T23:54:34.004546] [INFO ] [sig       ] [391/1810] Completed CNA in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:34.004632] [INFO ] [sig       ] [392/1810] Forecasting CNC...
[2025-10-13T23:54:34.004719] [INFO ] [sig       ] Generating forecast for: CNC
[2025-10-13T23:54:34.004760] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNC' from 'https://tdm.silogroup.org/data/derivative_storage/CNC.csv'.
[2025-10-13T23:54:34.013115] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNC'.
[2025-10-13T23:54:34.013423] [INFO ] [FORECASTER] Starting predict_future for CNC
[2025-10-13T23:54:34.038204] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:34.038915] [DEBUG] [LOCAL     ] No optimal features file found for CNC: ./output/feature-sets/CNC.txt
[2025-10-13T23:54:34.038970] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:34.039003] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:34.039031] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:34.039087] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:34.056172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:34.056735] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:34.056816] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:34.056851] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:34.090298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:34.090387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:34.090423] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:34.090453] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:34.093513] [DEBUG] [FORECASTER] CNC: Forecast T+1@11:T+2@11: UP (p=90.65%)
[2025-10-13T23:54:34.093809] [INFO ] [FORECASTER] Completed predict_future for CNC
[2025-10-13T23:54:34.093938] [INFO ] [sig       ] CNC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:34.233175] [INFO ] [LOCAL     ] Saved forecast: CNC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CNC.txt
[2025-10-13T23:54:34.233392] [INFO ] [sig       ] [392/1810] Completed CNC in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:34.233435] [INFO ] [sig       ] [393/1810] Forecasting CNF...
[2025-10-13T23:54:34.233466] [INFO ] [sig       ] Generating forecast for: CNF
[2025-10-13T23:54:34.233499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNF' from 'https://tdm.silogroup.org/data/derivative_storage/CNF.csv'.
[2025-10-13T23:54:34.242467] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNF'.
[2025-10-13T23:54:34.242815] [INFO ] [FORECASTER] Starting predict_future for CNF
[2025-10-13T23:54:34.268202] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:34.268977] [DEBUG] [LOCAL     ] No optimal features file found for CNF: ./output/feature-sets/CNF.txt
[2025-10-13T23:54:34.269032] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:34.269067] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:34.269096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:34.269153] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:34.286395] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:34.286963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:34.287046] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:34.287081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:34.320991] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:34.321065] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:34.321101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:34.321131] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:34.324089] [DEBUG] [FORECASTER] CNF: Forecast T+1@11:T+2@11: DOWN (p=6.85%)
[2025-10-13T23:54:34.324358] [INFO ] [FORECASTER] Completed predict_future for CNF
[2025-10-13T23:54:34.324502] [INFO ] [sig       ] CNF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:34.464075] [INFO ] [LOCAL     ] Saved forecast: CNF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNF.txt
[2025-10-13T23:54:34.464303] [INFO ] [sig       ] [393/1810] Completed CNF in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:34.464346] [INFO ] [sig       ] [394/1810] Forecasting CNH...
[2025-10-13T23:54:34.464378] [INFO ] [sig       ] Generating forecast for: CNH
[2025-10-13T23:54:34.464410] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNH' from 'https://tdm.silogroup.org/data/derivative_storage/CNH.csv'.
[2025-10-13T23:54:34.473446] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNH'.
[2025-10-13T23:54:34.473792] [INFO ] [FORECASTER] Starting predict_future for CNH
[2025-10-13T23:54:34.498922] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:34.499679] [DEBUG] [LOCAL     ] No optimal features file found for CNH: ./output/feature-sets/CNH.txt
[2025-10-13T23:54:34.499737] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:34.499772] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:34.499801] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:34.499857] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:34.516865] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:34.517393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:34.517474] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:34.517543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:34.551772] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:34.551871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:34.551908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:34.551938] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:34.555009] [DEBUG] [FORECASTER] CNH: Forecast T+1@11:T+2@11: DOWN (p=19.61%)
[2025-10-13T23:54:34.555262] [INFO ] [FORECASTER] Completed predict_future for CNH
[2025-10-13T23:54:34.555390] [INFO ] [sig       ] CNH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:34.694181] [INFO ] [LOCAL     ] Saved forecast: CNH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNH.txt
[2025-10-13T23:54:34.694411] [INFO ] [sig       ] [394/1810] Completed CNH in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:34.694452] [INFO ] [sig       ] [395/1810] Forecasting CNI...
[2025-10-13T23:54:34.694483] [INFO ] [sig       ] Generating forecast for: CNI
[2025-10-13T23:54:34.694516] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNI' from 'https://tdm.silogroup.org/data/derivative_storage/CNI.csv'.
[2025-10-13T23:54:34.703161] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNI'.
[2025-10-13T23:54:34.703456] [INFO ] [FORECASTER] Starting predict_future for CNI
[2025-10-13T23:54:34.729261] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:34.730028] [DEBUG] [LOCAL     ] No optimal features file found for CNI: ./output/feature-sets/CNI.txt
[2025-10-13T23:54:34.730085] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:34.730120] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:34.730149] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:34.730207] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:34.748223] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:34.748848] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:34.748945] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:34.748982] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:34.790164] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:34.790255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:34.790293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:34.790323] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:34.793389] [DEBUG] [FORECASTER] CNI: Forecast T+1@11:T+2@11: UP (p=85.70%)
[2025-10-13T23:54:34.793666] [INFO ] [FORECASTER] Completed predict_future for CNI
[2025-10-13T23:54:34.793811] [INFO ] [sig       ] CNI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:34.932086] [INFO ] [LOCAL     ] Saved forecast: CNI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CNI.txt
[2025-10-13T23:54:34.932331] [INFO ] [sig       ] [395/1810] Completed CNI in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:34.932375] [INFO ] [sig       ] [396/1810] Forecasting CNK...
[2025-10-13T23:54:34.932406] [INFO ] [sig       ] Generating forecast for: CNK
[2025-10-13T23:54:34.932438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNK' from 'https://tdm.silogroup.org/data/derivative_storage/CNK.csv'.
[2025-10-13T23:54:34.941558] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNK'.
[2025-10-13T23:54:34.941923] [INFO ] [FORECASTER] Starting predict_future for CNK
[2025-10-13T23:54:34.967257] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:34.968100] [DEBUG] [LOCAL     ] No optimal features file found for CNK: ./output/feature-sets/CNK.txt
[2025-10-13T23:54:34.968158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:34.968192] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:34.968219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:34.968275] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:34.985442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:34.986015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:34.986096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:34.986130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:35.022577] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:35.022675] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:35.022728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:35.022760] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:35.025754] [DEBUG] [FORECASTER] CNK: Forecast T+1@11:T+2@11: UP (p=67.15%)
[2025-10-13T23:54:35.026004] [INFO ] [FORECASTER] Completed predict_future for CNK
[2025-10-13T23:54:35.026135] [INFO ] [sig       ] CNK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:35.169800] [INFO ] [LOCAL     ] Saved forecast: CNK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CNK.txt
[2025-10-13T23:54:35.170030] [INFO ] [sig       ] [396/1810] Completed CNK in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:35.170074] [INFO ] [sig       ] [397/1810] Forecasting CNM...
[2025-10-13T23:54:35.170107] [INFO ] [sig       ] Generating forecast for: CNM
[2025-10-13T23:54:35.170139] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNM' from 'https://tdm.silogroup.org/data/derivative_storage/CNM.csv'.
[2025-10-13T23:54:35.178975] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNM'.
[2025-10-13T23:54:35.179300] [INFO ] [FORECASTER] Starting predict_future for CNM
[2025-10-13T23:54:35.204007] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:35.204708] [DEBUG] [LOCAL     ] No optimal features file found for CNM: ./output/feature-sets/CNM.txt
[2025-10-13T23:54:35.204780] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:35.204815] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:35.204843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:35.204899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:35.221731] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:35.222257] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:35.222337] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:35.222371] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:35.263510] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:35.263882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:35.263947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:35.264002] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:35.267563] [DEBUG] [FORECASTER] CNM: Forecast T+1@11:T+2@11: UP (p=86.61%)
[2025-10-13T23:54:35.267861] [INFO ] [FORECASTER] Completed predict_future for CNM
[2025-10-13T23:54:35.268002] [INFO ] [sig       ] CNM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:35.406336] [INFO ] [LOCAL     ] Saved forecast: CNM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CNM.txt
[2025-10-13T23:54:35.406596] [INFO ] [sig       ] [397/1810] Completed CNM in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:35.406680] [INFO ] [sig       ] [398/1810] Forecasting CNMD...
[2025-10-13T23:54:35.406731] [INFO ] [sig       ] Generating forecast for: CNMD
[2025-10-13T23:54:35.406767] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNMD' from 'https://tdm.silogroup.org/data/derivative_storage/CNMD.csv'.
[2025-10-13T23:54:35.417885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNMD'.
[2025-10-13T23:54:35.418277] [INFO ] [FORECASTER] Starting predict_future for CNMD
[2025-10-13T23:54:35.443587] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:35.444334] [DEBUG] [LOCAL     ] No optimal features file found for CNMD: ./output/feature-sets/CNMD.txt
[2025-10-13T23:54:35.444390] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:35.444424] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:35.444452] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:35.444602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:35.461507] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:35.462098] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:35.462179] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:35.462212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:35.498029] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:35.498107] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:35.498144] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:35.498173] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:35.501181] [DEBUG] [FORECASTER] CNMD: Forecast T+1@11:T+2@11: DOWN (p=25.20%)
[2025-10-13T23:54:35.501432] [INFO ] [FORECASTER] Completed predict_future for CNMD
[2025-10-13T23:54:35.501557] [INFO ] [sig       ] CNMD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:35.641812] [INFO ] [LOCAL     ] Saved forecast: CNMD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNMD.txt
[2025-10-13T23:54:35.642044] [INFO ] [sig       ] [398/1810] Completed CNMD in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:35.642089] [INFO ] [sig       ] [399/1810] Forecasting CNNE...
[2025-10-13T23:54:35.642121] [INFO ] [sig       ] Generating forecast for: CNNE
[2025-10-13T23:54:35.642197] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNNE' from 'https://tdm.silogroup.org/data/derivative_storage/CNNE.csv'.
[2025-10-13T23:54:35.651797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNNE'.
[2025-10-13T23:54:35.652125] [INFO ] [FORECASTER] Starting predict_future for CNNE
[2025-10-13T23:54:35.676611] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:35.677325] [DEBUG] [LOCAL     ] No optimal features file found for CNNE: ./output/feature-sets/CNNE.txt
[2025-10-13T23:54:35.677379] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:35.677413] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:35.677441] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:35.677519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:35.694342] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:35.694920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:35.695003] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:35.695037] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:35.729980] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:35.730072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:35.730109] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:35.730138] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:35.733251] [DEBUG] [FORECASTER] CNNE: Forecast T+1@11:T+2@11: DOWN (p=2.31%)
[2025-10-13T23:54:35.733511] [INFO ] [FORECASTER] Completed predict_future for CNNE
[2025-10-13T23:54:35.733668] [INFO ] [sig       ] CNNE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:35.879220] [INFO ] [LOCAL     ] Saved forecast: CNNE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNNE.txt
[2025-10-13T23:54:35.879462] [INFO ] [sig       ] [399/1810] Completed CNNE in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:35.879506] [INFO ] [sig       ] [400/1810] Forecasting CNO...
[2025-10-13T23:54:35.879537] [INFO ] [sig       ] Generating forecast for: CNO
[2025-10-13T23:54:35.879569] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNO' from 'https://tdm.silogroup.org/data/derivative_storage/CNO.csv'.
[2025-10-13T23:54:35.888231] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNO'.
[2025-10-13T23:54:35.888513] [INFO ] [FORECASTER] Starting predict_future for CNO
[2025-10-13T23:54:35.914283] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:35.915021] [DEBUG] [LOCAL     ] No optimal features file found for CNO: ./output/feature-sets/CNO.txt
[2025-10-13T23:54:35.915077] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:35.915114] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:35.915144] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:35.915202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:35.935765] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:35.936343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:35.936427] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:35.936462] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:35.972912] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:35.973018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:35.973057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:35.973088] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:35.977240] [DEBUG] [FORECASTER] CNO: Forecast T+1@11:T+2@11: DOWN (p=16.73%)
[2025-10-13T23:54:35.977571] [INFO ] [FORECASTER] Completed predict_future for CNO
[2025-10-13T23:54:35.977751] [INFO ] [sig       ] CNO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:36.124684] [INFO ] [LOCAL     ] Saved forecast: CNO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNO.txt
[2025-10-13T23:54:36.124910] [INFO ] [sig       ] [400/1810] Completed CNO in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:36.124953] [INFO ] [sig       ] [401/1810] Forecasting CNP...
[2025-10-13T23:54:36.124984] [INFO ] [sig       ] Generating forecast for: CNP
[2025-10-13T23:54:36.125017] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNP' from 'https://tdm.silogroup.org/data/derivative_storage/CNP.csv'.
[2025-10-13T23:54:36.134196] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNP'.
[2025-10-13T23:54:36.134492] [INFO ] [FORECASTER] Starting predict_future for CNP
[2025-10-13T23:54:36.161945] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:36.162621] [DEBUG] [LOCAL     ] No optimal features file found for CNP: ./output/feature-sets/CNP.txt
[2025-10-13T23:54:36.162699] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:36.162742] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:36.162771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:36.162827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:36.181493] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:36.182327] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:36.182414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:36.182451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:36.219125] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:36.219300] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:36.219925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:36.219966] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:36.223827] [DEBUG] [FORECASTER] CNP: Forecast T+1@11:T+2@11: DOWN (p=44.99%)
[2025-10-13T23:54:36.224101] [INFO ] [FORECASTER] Completed predict_future for CNP
[2025-10-13T23:54:36.224238] [INFO ] [sig       ] CNP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:36.410836] [INFO ] [LOCAL     ] Saved forecast: CNP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNP.txt
[2025-10-13T23:54:36.411035] [INFO ] [sig       ] [401/1810] Completed CNP in 0.3s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:36.411077] [INFO ] [sig       ] [402/1810] Forecasting CNQ...
[2025-10-13T23:54:36.411109] [INFO ] [sig       ] Generating forecast for: CNQ
[2025-10-13T23:54:36.411141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNQ' from 'https://tdm.silogroup.org/data/derivative_storage/CNQ.csv'.
[2025-10-13T23:54:36.420192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNQ'.
[2025-10-13T23:54:36.420534] [INFO ] [FORECASTER] Starting predict_future for CNQ
[2025-10-13T23:54:36.445316] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:36.446026] [DEBUG] [LOCAL     ] No optimal features file found for CNQ: ./output/feature-sets/CNQ.txt
[2025-10-13T23:54:36.446082] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:36.446115] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:36.446145] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:36.446202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:36.463526] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:36.464093] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:36.464175] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:36.464227] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:36.500136] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:36.500274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:36.500313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:36.500343] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:36.503632] [DEBUG] [FORECASTER] CNQ: Forecast T+1@11:T+2@11: DOWN (p=29.09%)
[2025-10-13T23:54:36.503924] [INFO ] [FORECASTER] Completed predict_future for CNQ
[2025-10-13T23:54:36.504063] [INFO ] [sig       ] CNQ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:36.643575] [INFO ] [LOCAL     ] Saved forecast: CNQ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNQ.txt
[2025-10-13T23:54:36.643818] [INFO ] [sig       ] [402/1810] Completed CNQ in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:36.643879] [INFO ] [sig       ] [403/1810] Forecasting CNS...
[2025-10-13T23:54:36.643914] [INFO ] [sig       ] Generating forecast for: CNS
[2025-10-13T23:54:36.643949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNS' from 'https://tdm.silogroup.org/data/derivative_storage/CNS.csv'.
[2025-10-13T23:54:36.652739] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNS'.
[2025-10-13T23:54:36.653059] [INFO ] [FORECASTER] Starting predict_future for CNS
[2025-10-13T23:54:36.677721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:36.678381] [DEBUG] [LOCAL     ] No optimal features file found for CNS: ./output/feature-sets/CNS.txt
[2025-10-13T23:54:36.678435] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:36.678469] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:36.678499] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:36.678557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:36.695475] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:36.696040] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:36.696121] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:36.696156] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:36.729125] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:36.729200] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:36.729236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:36.729265] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:36.732202] [DEBUG] [FORECASTER] CNS: Forecast T+1@11:T+2@11: DOWN (p=49.50%)
[2025-10-13T23:54:36.732448] [INFO ] [FORECASTER] Completed predict_future for CNS
[2025-10-13T23:54:36.732580] [INFO ] [sig       ] CNS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:36.869941] [INFO ] [LOCAL     ] Saved forecast: CNS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CNS.txt
[2025-10-13T23:54:36.870197] [INFO ] [sig       ] [403/1810] Completed CNS in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:36.870241] [INFO ] [sig       ] [404/1810] Forecasting CNX...
[2025-10-13T23:54:36.870272] [INFO ] [sig       ] Generating forecast for: CNX
[2025-10-13T23:54:36.870304] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CNX' from 'https://tdm.silogroup.org/data/derivative_storage/CNX.csv'.
[2025-10-13T23:54:36.879192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CNX'.
[2025-10-13T23:54:36.879477] [INFO ] [FORECASTER] Starting predict_future for CNX
[2025-10-13T23:54:36.903992] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:36.904672] [DEBUG] [LOCAL     ] No optimal features file found for CNX: ./output/feature-sets/CNX.txt
[2025-10-13T23:54:36.904745] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:36.904779] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:36.904808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:36.904864] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:36.921587] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:36.922168] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:36.922247] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:36.922281] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:36.956364] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:36.956453] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:36.956489] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:36.956519] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:36.959628] [DEBUG] [FORECASTER] CNX: Forecast T+1@11:T+2@11: UP (p=80.26%)
[2025-10-13T23:54:36.959909] [INFO ] [FORECASTER] Completed predict_future for CNX
[2025-10-13T23:54:36.960041] [INFO ] [sig       ] CNX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:37.101759] [INFO ] [LOCAL     ] Saved forecast: CNX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CNX.txt
[2025-10-13T23:54:37.102066] [INFO ] [sig       ] [404/1810] Completed CNX in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:37.102129] [INFO ] [sig       ] [405/1810] Forecasting CODI...
[2025-10-13T23:54:37.102165] [INFO ] [sig       ] Generating forecast for: CODI
[2025-10-13T23:54:37.102209] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CODI' from 'https://tdm.silogroup.org/data/derivative_storage/CODI.csv'.
[2025-10-13T23:54:37.111487] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CODI'.
[2025-10-13T23:54:37.111783] [INFO ] [FORECASTER] Starting predict_future for CODI
[2025-10-13T23:54:37.136315] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:37.137053] [DEBUG] [LOCAL     ] No optimal features file found for CODI: ./output/feature-sets/CODI.txt
[2025-10-13T23:54:37.137108] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:37.137141] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:37.137169] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:37.137226] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:37.154071] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:37.154597] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:37.154702] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:37.154751] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:37.189270] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:37.189350] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:37.189386] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:37.189414] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:37.192418] [DEBUG] [FORECASTER] CODI: Forecast T+1@11:T+2@11: DOWN (p=15.37%)
[2025-10-13T23:54:37.192707] [INFO ] [FORECASTER] Completed predict_future for CODI
[2025-10-13T23:54:37.192851] [INFO ] [sig       ] CODI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:37.331014] [INFO ] [LOCAL     ] Saved forecast: CODI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CODI.txt
[2025-10-13T23:54:37.331255] [INFO ] [sig       ] [405/1810] Completed CODI in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:37.331299] [INFO ] [sig       ] [406/1810] Forecasting COF...
[2025-10-13T23:54:37.331331] [INFO ] [sig       ] Generating forecast for: COF
[2025-10-13T23:54:37.331364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COF' from 'https://tdm.silogroup.org/data/derivative_storage/COF.csv'.
[2025-10-13T23:54:37.339607] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COF'.
[2025-10-13T23:54:37.339923] [INFO ] [FORECASTER] Starting predict_future for COF
[2025-10-13T23:54:37.365501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:37.366299] [DEBUG] [LOCAL     ] No optimal features file found for COF: ./output/feature-sets/COF.txt
[2025-10-13T23:54:37.366357] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:37.366393] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:37.366424] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:37.366482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:37.383438] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:37.384097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:37.384179] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:37.384213] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:37.419010] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:37.419131] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:37.419170] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:37.419200] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:37.422483] [DEBUG] [FORECASTER] COF: Forecast T+1@11:T+2@11: UP (p=62.12%)
[2025-10-13T23:54:37.422790] [INFO ] [FORECASTER] Completed predict_future for COF
[2025-10-13T23:54:37.422934] [INFO ] [sig       ] COF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:37.560750] [INFO ] [LOCAL     ] Saved forecast: COF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COF.txt
[2025-10-13T23:54:37.560964] [INFO ] [sig       ] [406/1810] Completed COF in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:37.561007] [INFO ] [sig       ] [407/1810] Forecasting COHR...
[2025-10-13T23:54:37.561039] [INFO ] [sig       ] Generating forecast for: COHR
[2025-10-13T23:54:37.561071] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COHR' from 'https://tdm.silogroup.org/data/derivative_storage/COHR.csv'.
[2025-10-13T23:54:37.569418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COHR'.
[2025-10-13T23:54:37.569715] [INFO ] [FORECASTER] Starting predict_future for COHR
[2025-10-13T23:54:37.594234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:37.594944] [DEBUG] [LOCAL     ] No optimal features file found for COHR: ./output/feature-sets/COHR.txt
[2025-10-13T23:54:37.594999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:37.595033] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:37.595060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:37.595117] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:37.611902] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:37.612430] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:37.612509] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:37.612542] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:37.652000] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:37.652080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:37.652116] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:37.652145] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:37.655115] [DEBUG] [FORECASTER] COHR: Forecast T+1@11:T+2@11: UP (p=85.96%)
[2025-10-13T23:54:37.655362] [INFO ] [FORECASTER] Completed predict_future for COHR
[2025-10-13T23:54:37.655509] [INFO ] [sig       ] COHR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:37.795396] [INFO ] [LOCAL     ] Saved forecast: COHR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COHR.txt
[2025-10-13T23:54:37.795668] [INFO ] [sig       ] [407/1810] Completed COHR in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-13T23:54:37.795732] [INFO ] [sig       ] [408/1810] Forecasting COLD...
[2025-10-13T23:54:37.795768] [INFO ] [sig       ] Generating forecast for: COLD
[2025-10-13T23:54:37.795804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COLD' from 'https://tdm.silogroup.org/data/derivative_storage/COLD.csv'.
[2025-10-13T23:54:37.804704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COLD'.
[2025-10-13T23:54:37.805054] [INFO ] [FORECASTER] Starting predict_future for COLD
[2025-10-13T23:54:37.831583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:37.832437] [DEBUG] [LOCAL     ] No optimal features file found for COLD: ./output/feature-sets/COLD.txt
[2025-10-13T23:54:37.832497] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:37.832534] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:37.832564] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:37.832624] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:37.851361] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:37.852052] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:37.852157] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:37.852204] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:38.040676] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:38.040873] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:38.040934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:38.040988] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:38.044667] [DEBUG] [FORECASTER] COLD: Forecast T+1@11:T+2@11: DOWN (p=17.25%)
[2025-10-13T23:54:38.044939] [INFO ] [FORECASTER] Completed predict_future for COLD
[2025-10-13T23:54:38.045070] [INFO ] [sig       ] COLD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:38.184274] [INFO ] [LOCAL     ] Saved forecast: COLD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/COLD.txt
[2025-10-13T23:54:38.184486] [INFO ] [sig       ] [408/1810] Completed COLD in 0.4s | 4.13 sym/s | Total: 1.6m | ETA: 5.7m
[2025-10-13T23:54:38.184550] [INFO ] [sig       ] [409/1810] Forecasting COMP...
[2025-10-13T23:54:38.184584] [INFO ] [sig       ] Generating forecast for: COMP
[2025-10-13T23:54:38.184631] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COMP' from 'https://tdm.silogroup.org/data/derivative_storage/COMP.csv'.
[2025-10-13T23:54:38.195335] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COMP'.
[2025-10-13T23:54:38.195752] [INFO ] [FORECASTER] Starting predict_future for COMP
[2025-10-13T23:54:38.221338] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:38.222055] [DEBUG] [LOCAL     ] No optimal features file found for COMP: ./output/feature-sets/COMP.txt
[2025-10-13T23:54:38.222113] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:38.222147] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:38.222175] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:38.222231] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:38.239440] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:38.240043] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:38.240123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:38.240174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:38.277454] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:38.277549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:38.277596] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:38.277627] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:38.280788] [DEBUG] [FORECASTER] COMP: Forecast T+1@11:T+2@11: UP (p=99.63%)
[2025-10-13T23:54:38.281039] [INFO ] [FORECASTER] Completed predict_future for COMP
[2025-10-13T23:54:38.281172] [INFO ] [sig       ] COMP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:38.422332] [INFO ] [LOCAL     ] Saved forecast: COMP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COMP.txt
[2025-10-13T23:54:38.422540] [INFO ] [sig       ] [409/1810] Completed COMP in 0.2s | 4.14 sym/s | Total: 1.6m | ETA: 5.6m
[2025-10-13T23:54:38.422590] [INFO ] [sig       ] [410/1810] Forecasting CON...
[2025-10-13T23:54:38.422629] [INFO ] [sig       ] Generating forecast for: CON
[2025-10-13T23:54:38.422709] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CON' from 'https://tdm.silogroup.org/data/derivative_storage/CON.csv'.
[2025-10-13T23:54:38.432152] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CON'.
[2025-10-13T23:54:38.432502] [INFO ] [FORECASTER] Starting predict_future for CON
[2025-10-13T23:54:38.457472] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:38.459416] [DEBUG] [LOCAL     ] No optimal features file found for CON: ./output/feature-sets/CON.txt
[2025-10-13T23:54:38.459519] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:38.459556] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:38.459585] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:38.459666] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:38.476749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:38.477368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:38.477449] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:38.477484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:38.513277] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:38.513358] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:38.513394] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:38.513423] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:38.516463] [DEBUG] [FORECASTER] CON: Forecast T+1@11:T+2@11: DOWN (p=14.49%)
[2025-10-13T23:54:38.516752] [INFO ] [FORECASTER] Completed predict_future for CON
[2025-10-13T23:54:38.516896] [INFO ] [sig       ] CON: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:38.656389] [INFO ] [LOCAL     ] Saved forecast: CON	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CON.txt
[2025-10-13T23:54:38.656597] [INFO ] [sig       ] [410/1810] Completed CON in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:38.656681] [INFO ] [sig       ] [411/1810] Forecasting COOK...
[2025-10-13T23:54:38.656739] [INFO ] [sig       ] Generating forecast for: COOK
[2025-10-13T23:54:38.656776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COOK' from 'https://tdm.silogroup.org/data/derivative_storage/COOK.csv'.
[2025-10-13T23:54:38.666365] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COOK'.
[2025-10-13T23:54:38.666824] [INFO ] [FORECASTER] Starting predict_future for COOK
[2025-10-13T23:54:38.691571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:38.692293] [DEBUG] [LOCAL     ] No optimal features file found for COOK: ./output/feature-sets/COOK.txt
[2025-10-13T23:54:38.692365] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:38.692399] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:38.692474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:38.692541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:38.709420] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:38.709997] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:38.710078] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:38.710112] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:38.745944] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:38.746027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:38.746063] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:38.746092] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:38.749144] [DEBUG] [FORECASTER] COOK: Forecast T+1@11:T+2@11: UP (p=59.88%)
[2025-10-13T23:54:38.749392] [INFO ] [FORECASTER] Completed predict_future for COOK
[2025-10-13T23:54:38.749533] [INFO ] [sig       ] COOK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:38.888895] [INFO ] [LOCAL     ] Saved forecast: COOK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COOK.txt
[2025-10-13T23:54:38.889124] [INFO ] [sig       ] [411/1810] Completed COOK in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:38.889167] [INFO ] [sig       ] [412/1810] Forecasting COP...
[2025-10-13T23:54:38.889199] [INFO ] [sig       ] Generating forecast for: COP
[2025-10-13T23:54:38.889231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COP' from 'https://tdm.silogroup.org/data/derivative_storage/COP.csv'.
[2025-10-13T23:54:38.897987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COP'.
[2025-10-13T23:54:38.898263] [INFO ] [FORECASTER] Starting predict_future for COP
[2025-10-13T23:54:38.922520] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:38.923212] [DEBUG] [LOCAL     ] No optimal features file found for COP: ./output/feature-sets/COP.txt
[2025-10-13T23:54:38.923266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:38.923299] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:38.923327] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:38.923387] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:38.940469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:38.941030] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:38.941110] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:38.941143] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:38.979139] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:38.979215] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:38.979251] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:38.979279] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:38.982247] [DEBUG] [FORECASTER] COP: Forecast T+1@11:T+2@11: UP (p=82.62%)
[2025-10-13T23:54:38.982495] [INFO ] [FORECASTER] Completed predict_future for COP
[2025-10-13T23:54:38.982626] [INFO ] [sig       ] COP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:39.122968] [INFO ] [LOCAL     ] Saved forecast: COP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COP.txt
[2025-10-13T23:54:39.123178] [INFO ] [sig       ] [412/1810] Completed COP in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:39.123220] [INFO ] [sig       ] [413/1810] Forecasting COTY...
[2025-10-13T23:54:39.123251] [INFO ] [sig       ] Generating forecast for: COTY
[2025-10-13T23:54:39.123282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COTY' from 'https://tdm.silogroup.org/data/derivative_storage/COTY.csv'.
[2025-10-13T23:54:39.132564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COTY'.
[2025-10-13T23:54:39.132939] [INFO ] [FORECASTER] Starting predict_future for COTY
[2025-10-13T23:54:39.157681] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:39.158352] [DEBUG] [LOCAL     ] No optimal features file found for COTY: ./output/feature-sets/COTY.txt
[2025-10-13T23:54:39.158408] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:39.158441] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:39.158469] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:39.158525] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:39.175473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:39.176055] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:39.176135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:39.176170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:39.212302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:39.212390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:39.212426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:39.212455] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:39.215536] [DEBUG] [FORECASTER] COTY: Forecast T+1@11:T+2@11: UP (p=94.11%)
[2025-10-13T23:54:39.215827] [INFO ] [FORECASTER] Completed predict_future for COTY
[2025-10-13T23:54:39.215964] [INFO ] [sig       ] COTY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:39.359111] [INFO ] [LOCAL     ] Saved forecast: COTY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/COTY.txt
[2025-10-13T23:54:39.359334] [INFO ] [sig       ] [413/1810] Completed COTY in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:39.359377] [INFO ] [sig       ] [414/1810] Forecasting COUR...
[2025-10-13T23:54:39.359408] [INFO ] [sig       ] Generating forecast for: COUR
[2025-10-13T23:54:39.359440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'COUR' from 'https://tdm.silogroup.org/data/derivative_storage/COUR.csv'.
[2025-10-13T23:54:39.368028] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'COUR'.
[2025-10-13T23:54:39.368327] [INFO ] [FORECASTER] Starting predict_future for COUR
[2025-10-13T23:54:39.394037] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:39.394802] [DEBUG] [LOCAL     ] No optimal features file found for COUR: ./output/feature-sets/COUR.txt
[2025-10-13T23:54:39.394859] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:39.394895] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:39.394925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:39.394984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:39.412934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:39.413533] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:39.413615] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:39.413677] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:39.451310] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:39.451448] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:39.451498] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:39.451529] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:39.455873] [DEBUG] [FORECASTER] COUR: Forecast T+1@11:T+2@11: DOWN (p=42.51%)
[2025-10-13T23:54:39.456134] [INFO ] [FORECASTER] Completed predict_future for COUR
[2025-10-13T23:54:39.456289] [INFO ] [sig       ] COUR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:39.607765] [INFO ] [LOCAL     ] Saved forecast: COUR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/COUR.txt
[2025-10-13T23:54:39.608015] [INFO ] [sig       ] [414/1810] Completed COUR in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:39.608060] [INFO ] [sig       ] [415/1810] Forecasting CP...
[2025-10-13T23:54:39.608092] [INFO ] [sig       ] Generating forecast for: CP
[2025-10-13T23:54:39.608125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CP' from 'https://tdm.silogroup.org/data/derivative_storage/CP.csv'.
[2025-10-13T23:54:39.617203] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CP'.
[2025-10-13T23:54:39.617567] [INFO ] [FORECASTER] Starting predict_future for CP
[2025-10-13T23:54:39.642199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:39.642896] [DEBUG] [LOCAL     ] No optimal features file found for CP: ./output/feature-sets/CP.txt
[2025-10-13T23:54:39.642951] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:39.642985] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:39.643012] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:39.643069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:39.659986] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:39.660506] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:39.660584] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:39.660618] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:39.696965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:39.697148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:39.697191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:39.697222] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:39.700751] [DEBUG] [FORECASTER] CP: Forecast T+1@11:T+2@11: DOWN (p=23.94%)
[2025-10-13T23:54:39.701023] [INFO ] [FORECASTER] Completed predict_future for CP
[2025-10-13T23:54:39.701157] [INFO ] [sig       ] CP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:39.841087] [INFO ] [LOCAL     ] Saved forecast: CP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CP.txt
[2025-10-13T23:54:39.841290] [INFO ] [sig       ] [415/1810] Completed CP in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:39.841332] [INFO ] [sig       ] [416/1810] Forecasting CPA...
[2025-10-13T23:54:39.841364] [INFO ] [sig       ] Generating forecast for: CPA
[2025-10-13T23:54:39.841395] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPA' from 'https://tdm.silogroup.org/data/derivative_storage/CPA.csv'.
[2025-10-13T23:54:39.850374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPA'.
[2025-10-13T23:54:39.850664] [INFO ] [FORECASTER] Starting predict_future for CPA
[2025-10-13T23:54:39.875020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:39.875711] [DEBUG] [LOCAL     ] No optimal features file found for CPA: ./output/feature-sets/CPA.txt
[2025-10-13T23:54:39.875768] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:39.875802] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:39.875831] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:39.875887] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:39.897301] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:39.898917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:39.899008] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:39.899062] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:39.937232] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:39.937308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:39.937344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:39.937372] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:39.940526] [DEBUG] [FORECASTER] CPA: Forecast T+1@11:T+2@11: UP (p=72.60%)
[2025-10-13T23:54:39.940811] [INFO ] [FORECASTER] Completed predict_future for CPA
[2025-10-13T23:54:39.940943] [INFO ] [sig       ] CPA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:40.081626] [INFO ] [LOCAL     ] Saved forecast: CPA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPA.txt
[2025-10-13T23:54:40.081889] [INFO ] [sig       ] [416/1810] Completed CPA in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:40.081935] [INFO ] [sig       ] [417/1810] Forecasting CPAY...
[2025-10-13T23:54:40.081966] [INFO ] [sig       ] Generating forecast for: CPAY
[2025-10-13T23:54:40.082006] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPAY' from 'https://tdm.silogroup.org/data/derivative_storage/CPAY.csv'.
[2025-10-13T23:54:40.094183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPAY'.
[2025-10-13T23:54:40.094591] [INFO ] [FORECASTER] Starting predict_future for CPAY
[2025-10-13T23:54:40.119632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:40.120364] [DEBUG] [LOCAL     ] No optimal features file found for CPAY: ./output/feature-sets/CPAY.txt
[2025-10-13T23:54:40.120422] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:40.120456] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:40.120485] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:40.120542] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:40.137529] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:40.138179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:40.138261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:40.138295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:40.175764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:40.175895] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:40.175934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:40.175965] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:40.179352] [DEBUG] [FORECASTER] CPAY: Forecast T+1@11:T+2@11: UP (p=62.15%)
[2025-10-13T23:54:40.179624] [INFO ] [FORECASTER] Completed predict_future for CPAY
[2025-10-13T23:54:40.179813] [INFO ] [sig       ] CPAY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:40.319946] [INFO ] [LOCAL     ] Saved forecast: CPAY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPAY.txt
[2025-10-13T23:54:40.320208] [INFO ] [sig       ] [417/1810] Completed CPAY in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:40.320253] [INFO ] [sig       ] [418/1810] Forecasting CPF...
[2025-10-13T23:54:40.320284] [INFO ] [sig       ] Generating forecast for: CPF
[2025-10-13T23:54:40.320316] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPF' from 'https://tdm.silogroup.org/data/derivative_storage/CPF.csv'.
[2025-10-13T23:54:40.329058] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPF'.
[2025-10-13T23:54:40.329352] [INFO ] [FORECASTER] Starting predict_future for CPF
[2025-10-13T23:54:40.353969] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:40.354703] [DEBUG] [LOCAL     ] No optimal features file found for CPF: ./output/feature-sets/CPF.txt
[2025-10-13T23:54:40.354760] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:40.354810] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:40.354840] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:40.354896] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:40.371686] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:40.372251] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:40.372331] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:40.372365] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:40.408594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:40.408774] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:40.408822] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:40.408853] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:40.412118] [DEBUG] [FORECASTER] CPF: Forecast T+1@11:T+2@11: UP (p=59.64%)
[2025-10-13T23:54:40.412383] [INFO ] [FORECASTER] Completed predict_future for CPF
[2025-10-13T23:54:40.412524] [INFO ] [sig       ] CPF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:40.553012] [INFO ] [LOCAL     ] Saved forecast: CPF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPF.txt
[2025-10-13T23:54:40.553260] [INFO ] [sig       ] [418/1810] Completed CPF in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:40.553306] [INFO ] [sig       ] [419/1810] Forecasting CPK...
[2025-10-13T23:54:40.553342] [INFO ] [sig       ] Generating forecast for: CPK
[2025-10-13T23:54:40.553374] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPK' from 'https://tdm.silogroup.org/data/derivative_storage/CPK.csv'.
[2025-10-13T23:54:40.562564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPK'.
[2025-10-13T23:54:40.562910] [INFO ] [FORECASTER] Starting predict_future for CPK
[2025-10-13T23:54:40.587482] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:40.588244] [DEBUG] [LOCAL     ] No optimal features file found for CPK: ./output/feature-sets/CPK.txt
[2025-10-13T23:54:40.588300] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:40.588335] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:40.588363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:40.588421] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:40.605291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:40.605946] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:40.606027] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:40.606060] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:40.640702] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:40.640812] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:40.640850] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:40.640879] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:40.644040] [DEBUG] [FORECASTER] CPK: Forecast T+1@11:T+2@11: UP (p=83.10%)
[2025-10-13T23:54:40.644304] [INFO ] [FORECASTER] Completed predict_future for CPK
[2025-10-13T23:54:40.644446] [INFO ] [sig       ] CPK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:40.782119] [INFO ] [LOCAL     ] Saved forecast: CPK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPK.txt
[2025-10-13T23:54:40.782348] [INFO ] [sig       ] [419/1810] Completed CPK in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:40.782390] [INFO ] [sig       ] [420/1810] Forecasting CPNG...
[2025-10-13T23:54:40.782421] [INFO ] [sig       ] Generating forecast for: CPNG
[2025-10-13T23:54:40.782452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPNG' from 'https://tdm.silogroup.org/data/derivative_storage/CPNG.csv'.
[2025-10-13T23:54:40.791703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPNG'.
[2025-10-13T23:54:40.792052] [INFO ] [FORECASTER] Starting predict_future for CPNG
[2025-10-13T23:54:40.816607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:40.817300] [DEBUG] [LOCAL     ] No optimal features file found for CPNG: ./output/feature-sets/CPNG.txt
[2025-10-13T23:54:40.817356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:40.817390] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:40.817417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:40.817475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:40.834308] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:40.834875] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:40.834955] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:40.834989] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:40.872189] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:40.872264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:40.872301] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:40.872329] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:40.875255] [DEBUG] [FORECASTER] CPNG: Forecast T+1@11:T+2@11: UP (p=83.81%)
[2025-10-13T23:54:40.875499] [INFO ] [FORECASTER] Completed predict_future for CPNG
[2025-10-13T23:54:40.875627] [INFO ] [sig       ] CPNG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:41.015247] [INFO ] [LOCAL     ] Saved forecast: CPNG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPNG.txt
[2025-10-13T23:54:41.015487] [INFO ] [sig       ] [420/1810] Completed CPNG in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:41.015532] [INFO ] [sig       ] [421/1810] Forecasting CPRI...
[2025-10-13T23:54:41.015563] [INFO ] [sig       ] Generating forecast for: CPRI
[2025-10-13T23:54:41.015595] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPRI' from 'https://tdm.silogroup.org/data/derivative_storage/CPRI.csv'.
[2025-10-13T23:54:41.024639] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPRI'.
[2025-10-13T23:54:41.025075] [INFO ] [FORECASTER] Starting predict_future for CPRI
[2025-10-13T23:54:41.049815] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:41.050511] [DEBUG] [LOCAL     ] No optimal features file found for CPRI: ./output/feature-sets/CPRI.txt
[2025-10-13T23:54:41.050566] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:41.050600] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:41.050629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:41.050727] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:41.067946] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:41.068477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:41.068556] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:41.068590] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:41.103587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:41.103741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:41.103791] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:41.103822] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:41.107053] [DEBUG] [FORECASTER] CPRI: Forecast T+1@11:T+2@11: UP (p=99.15%)
[2025-10-13T23:54:41.107313] [INFO ] [FORECASTER] Completed predict_future for CPRI
[2025-10-13T23:54:41.107445] [INFO ] [sig       ] CPRI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:41.250276] [INFO ] [LOCAL     ] Saved forecast: CPRI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPRI.txt
[2025-10-13T23:54:41.250530] [INFO ] [sig       ] [421/1810] Completed CPRI in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:41.250591] [INFO ] [sig       ] [422/1810] Forecasting CPS...
[2025-10-13T23:54:41.250626] [INFO ] [sig       ] Generating forecast for: CPS
[2025-10-13T23:54:41.250696] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPS' from 'https://tdm.silogroup.org/data/derivative_storage/CPS.csv'.
[2025-10-13T23:54:41.259833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPS'.
[2025-10-13T23:54:41.260108] [INFO ] [FORECASTER] Starting predict_future for CPS
[2025-10-13T23:54:41.284951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:41.285718] [DEBUG] [LOCAL     ] No optimal features file found for CPS: ./output/feature-sets/CPS.txt
[2025-10-13T23:54:41.285774] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:41.285807] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:41.285835] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:41.285891] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:41.302775] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:41.303458] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:41.303568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:41.303622] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:41.341607] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:41.341726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:41.341773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:41.341803] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:41.345868] [DEBUG] [FORECASTER] CPS: Forecast T+1@11:T+2@11: DOWN (p=16.48%)
[2025-10-13T23:54:41.346130] [INFO ] [FORECASTER] Completed predict_future for CPS
[2025-10-13T23:54:41.346261] [INFO ] [sig       ] CPS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:41.488534] [INFO ] [LOCAL     ] Saved forecast: CPS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CPS.txt
[2025-10-13T23:54:41.488846] [INFO ] [sig       ] [422/1810] Completed CPS in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:41.488937] [INFO ] [sig       ] [423/1810] Forecasting CPT...
[2025-10-13T23:54:41.488974] [INFO ] [sig       ] Generating forecast for: CPT
[2025-10-13T23:54:41.489008] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CPT' from 'https://tdm.silogroup.org/data/derivative_storage/CPT.csv'.
[2025-10-13T23:54:41.499637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CPT'.
[2025-10-13T23:54:41.500112] [INFO ] [FORECASTER] Starting predict_future for CPT
[2025-10-13T23:54:41.530233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:41.531354] [DEBUG] [LOCAL     ] No optimal features file found for CPT: ./output/feature-sets/CPT.txt
[2025-10-13T23:54:41.531427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:41.531475] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:41.531515] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:41.531594] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:41.558909] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:41.559821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:41.559908] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:41.559942] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:41.596796] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:41.596981] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:41.597026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:41.597056] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:41.600907] [DEBUG] [FORECASTER] CPT: Forecast T+1@11:T+2@11: UP (p=70.60%)
[2025-10-13T23:54:41.601299] [INFO ] [FORECASTER] Completed predict_future for CPT
[2025-10-13T23:54:41.601453] [INFO ] [sig       ] CPT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:41.743923] [INFO ] [LOCAL     ] Saved forecast: CPT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CPT.txt
[2025-10-13T23:54:41.744173] [INFO ] [sig       ] [423/1810] Completed CPT in 0.3s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:41.744216] [INFO ] [sig       ] [424/1810] Forecasting CQP...
[2025-10-13T23:54:41.744248] [INFO ] [sig       ] Generating forecast for: CQP
[2025-10-13T23:54:41.744280] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CQP' from 'https://tdm.silogroup.org/data/derivative_storage/CQP.csv'.
[2025-10-13T23:54:41.753094] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CQP'.
[2025-10-13T23:54:41.753459] [INFO ] [FORECASTER] Starting predict_future for CQP
[2025-10-13T23:54:41.779114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:41.779930] [DEBUG] [LOCAL     ] No optimal features file found for CQP: ./output/feature-sets/CQP.txt
[2025-10-13T23:54:41.779986] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:41.780074] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:41.780112] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:41.780170] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:41.797453] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:41.798342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:41.798430] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:41.798467] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:41.835573] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:41.835773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:41.835824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:41.835855] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:41.839395] [DEBUG] [FORECASTER] CQP: Forecast T+1@11:T+2@11: UP (p=98.51%)
[2025-10-13T23:54:41.839702] [INFO ] [FORECASTER] Completed predict_future for CQP
[2025-10-13T23:54:41.839853] [INFO ] [sig       ] CQP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:41.981449] [INFO ] [LOCAL     ] Saved forecast: CQP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CQP.txt
[2025-10-13T23:54:41.981721] [INFO ] [sig       ] [424/1810] Completed CQP in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:41.981782] [INFO ] [sig       ] [425/1810] Forecasting CR...
[2025-10-13T23:54:41.981817] [INFO ] [sig       ] Generating forecast for: CR
[2025-10-13T23:54:41.981851] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CR' from 'https://tdm.silogroup.org/data/derivative_storage/CR.csv'.
[2025-10-13T23:54:41.991396] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CR'.
[2025-10-13T23:54:41.991820] [INFO ] [FORECASTER] Starting predict_future for CR
[2025-10-13T23:54:42.017268] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:42.018278] [DEBUG] [LOCAL     ] No optimal features file found for CR: ./output/feature-sets/CR.txt
[2025-10-13T23:54:42.018345] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:42.018401] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:42.018433] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:42.018492] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:42.035846] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:42.036687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:42.036776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:42.036810] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:42.073235] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:42.073418] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:42.073462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:42.073493] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:42.077024] [DEBUG] [FORECASTER] CR: Forecast T+1@11:T+2@11: DOWN (p=47.46%)
[2025-10-13T23:54:42.077313] [INFO ] [FORECASTER] Completed predict_future for CR
[2025-10-13T23:54:42.077459] [INFO ] [sig       ] CR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:42.223942] [INFO ] [LOCAL     ] Saved forecast: CR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CR.txt
[2025-10-13T23:54:42.224198] [INFO ] [sig       ] [425/1810] Completed CR in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:42.224242] [INFO ] [sig       ] [426/1810] Forecasting CRBD...
[2025-10-13T23:54:42.224274] [INFO ] [sig       ] Generating forecast for: CRBD
[2025-10-13T23:54:42.224307] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRBD' from 'https://tdm.silogroup.org/data/derivative_storage/CRBD.csv'.
[2025-10-13T23:54:42.233509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRBD'.
[2025-10-13T23:54:42.233866] [INFO ] [FORECASTER] Starting predict_future for CRBD
[2025-10-13T23:54:42.258590] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:42.259361] [DEBUG] [LOCAL     ] No optimal features file found for CRBD: ./output/feature-sets/CRBD.txt
[2025-10-13T23:54:42.259419] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:42.259453] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:42.259482] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:42.259539] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:42.276331] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:42.277097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:42.277181] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:42.277216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:42.315099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:42.315272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:42.315315] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:42.315345] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:42.318842] [DEBUG] [FORECASTER] CRBD: Forecast T+1@11:T+2@11: DOWN (p=8.07%)
[2025-10-13T23:54:42.319127] [INFO ] [FORECASTER] Completed predict_future for CRBD
[2025-10-13T23:54:42.319267] [INFO ] [sig       ] CRBD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:42.457229] [INFO ] [LOCAL     ] Saved forecast: CRBD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRBD.txt
[2025-10-13T23:54:42.457446] [INFO ] [sig       ] [426/1810] Completed CRBD in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:42.457490] [INFO ] [sig       ] [427/1810] Forecasting CRBG...
[2025-10-13T23:54:42.457559] [INFO ] [sig       ] Generating forecast for: CRBG
[2025-10-13T23:54:42.457596] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRBG' from 'https://tdm.silogroup.org/data/derivative_storage/CRBG.csv'.
[2025-10-13T23:54:42.466813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRBG'.
[2025-10-13T23:54:42.467144] [INFO ] [FORECASTER] Starting predict_future for CRBG
[2025-10-13T23:54:42.492070] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:42.492773] [DEBUG] [LOCAL     ] No optimal features file found for CRBG: ./output/feature-sets/CRBG.txt
[2025-10-13T23:54:42.492828] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:42.492866] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:42.492893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:42.492950] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:42.511334] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:42.511931] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:42.512013] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:42.512047] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:42.554302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:42.554457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:42.554515] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:42.554549] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:42.558617] [DEBUG] [FORECASTER] CRBG: Forecast T+1@11:T+2@11: DOWN (p=7.32%)
[2025-10-13T23:54:42.559040] [INFO ] [FORECASTER] Completed predict_future for CRBG
[2025-10-13T23:54:42.559202] [INFO ] [sig       ] CRBG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:42.709468] [INFO ] [LOCAL     ] Saved forecast: CRBG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRBG.txt
[2025-10-13T23:54:42.709728] [INFO ] [sig       ] [427/1810] Completed CRBG in 0.3s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:42.709790] [INFO ] [sig       ] [428/1810] Forecasting CRC...
[2025-10-13T23:54:42.709825] [INFO ] [sig       ] Generating forecast for: CRC
[2025-10-13T23:54:42.709857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRC' from 'https://tdm.silogroup.org/data/derivative_storage/CRC.csv'.
[2025-10-13T23:54:42.718811] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRC'.
[2025-10-13T23:54:42.719107] [INFO ] [FORECASTER] Starting predict_future for CRC
[2025-10-13T23:54:42.744627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:42.745435] [DEBUG] [LOCAL     ] No optimal features file found for CRC: ./output/feature-sets/CRC.txt
[2025-10-13T23:54:42.745492] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:42.745528] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:42.745558] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:42.745617] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:42.767068] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:42.768156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:42.768272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:42.768332] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:42.806239] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:42.806419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:42.806463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:42.806493] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:42.810180] [DEBUG] [FORECASTER] CRC: Forecast T+1@11:T+2@11: DOWN (p=26.81%)
[2025-10-13T23:54:42.810456] [INFO ] [FORECASTER] Completed predict_future for CRC
[2025-10-13T23:54:42.810591] [INFO ] [sig       ] CRC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:42.954783] [INFO ] [LOCAL     ] Saved forecast: CRC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRC.txt
[2025-10-13T23:54:42.955009] [INFO ] [sig       ] [428/1810] Completed CRC in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:42.955053] [INFO ] [sig       ] [429/1810] Forecasting CRGY...
[2025-10-13T23:54:42.955085] [INFO ] [sig       ] Generating forecast for: CRGY
[2025-10-13T23:54:42.955117] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRGY' from 'https://tdm.silogroup.org/data/derivative_storage/CRGY.csv'.
[2025-10-13T23:54:42.963493] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRGY'.
[2025-10-13T23:54:42.963776] [INFO ] [FORECASTER] Starting predict_future for CRGY
[2025-10-13T23:54:42.989067] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:42.989847] [DEBUG] [LOCAL     ] No optimal features file found for CRGY: ./output/feature-sets/CRGY.txt
[2025-10-13T23:54:42.989907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:42.989943] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:42.989972] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:42.990030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:43.007178] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:43.007887] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:43.007973] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:43.008008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:43.044534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:43.044710] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:43.044768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:43.044800] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:43.048223] [DEBUG] [FORECASTER] CRGY: Forecast T+1@11:T+2@11: UP (p=98.13%)
[2025-10-13T23:54:43.048497] [INFO ] [FORECASTER] Completed predict_future for CRGY
[2025-10-13T23:54:43.048672] [INFO ] [sig       ] CRGY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:43.189140] [INFO ] [LOCAL     ] Saved forecast: CRGY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CRGY.txt
[2025-10-13T23:54:43.189358] [INFO ] [sig       ] [429/1810] Completed CRGY in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:43.189401] [INFO ] [sig       ] [430/1810] Forecasting CRH...
[2025-10-13T23:54:43.189432] [INFO ] [sig       ] Generating forecast for: CRH
[2025-10-13T23:54:43.189464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRH' from 'https://tdm.silogroup.org/data/derivative_storage/CRH.csv'.
[2025-10-13T23:54:43.199358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRH'.
[2025-10-13T23:54:43.199748] [INFO ] [FORECASTER] Starting predict_future for CRH
[2025-10-13T23:54:43.225071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:43.225828] [DEBUG] [LOCAL     ] No optimal features file found for CRH: ./output/feature-sets/CRH.txt
[2025-10-13T23:54:43.225885] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:43.225920] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:43.225949] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:43.226006] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:43.243638] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:43.244419] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:43.244505] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:43.244540] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:43.283059] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:43.283204] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:43.283246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:43.283277] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:43.286547] [DEBUG] [FORECASTER] CRH: Forecast T+1@11:T+2@11: DOWN (p=37.38%)
[2025-10-13T23:54:43.286847] [INFO ] [FORECASTER] Completed predict_future for CRH
[2025-10-13T23:54:43.287366] [INFO ] [sig       ] CRH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:43.445523] [INFO ] [LOCAL     ] Saved forecast: CRH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRH.txt
[2025-10-13T23:54:43.445795] [INFO ] [sig       ] [430/1810] Completed CRH in 0.3s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:43.445857] [INFO ] [sig       ] [431/1810] Forecasting CRI...
[2025-10-13T23:54:43.445890] [INFO ] [sig       ] Generating forecast for: CRI
[2025-10-13T23:54:43.445922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRI' from 'https://tdm.silogroup.org/data/derivative_storage/CRI.csv'.
[2025-10-13T23:54:43.454344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRI'.
[2025-10-13T23:54:43.454678] [INFO ] [FORECASTER] Starting predict_future for CRI
[2025-10-13T23:54:43.479378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:43.480173] [DEBUG] [LOCAL     ] No optimal features file found for CRI: ./output/feature-sets/CRI.txt
[2025-10-13T23:54:43.480229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:43.480263] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:43.480292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:43.480350] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:43.497318] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:43.497944] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:43.498026] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:43.498060] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:43.533180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:43.533279] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:43.533316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:43.533345] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:43.536471] [DEBUG] [FORECASTER] CRI: Forecast T+1@11:T+2@11: UP (p=85.87%)
[2025-10-13T23:54:43.536767] [INFO ] [FORECASTER] Completed predict_future for CRI
[2025-10-13T23:54:43.536912] [INFO ] [sig       ] CRI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:43.677954] [INFO ] [LOCAL     ] Saved forecast: CRI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CRI.txt
[2025-10-13T23:54:43.678258] [INFO ] [sig       ] [431/1810] Completed CRI in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:43.678321] [INFO ] [sig       ] [432/1810] Forecasting CRL...
[2025-10-13T23:54:43.678356] [INFO ] [sig       ] Generating forecast for: CRL
[2025-10-13T23:54:43.678389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRL' from 'https://tdm.silogroup.org/data/derivative_storage/CRL.csv'.
[2025-10-13T23:54:43.688511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRL'.
[2025-10-13T23:54:43.688818] [INFO ] [FORECASTER] Starting predict_future for CRL
[2025-10-13T23:54:43.713901] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:43.714576] [DEBUG] [LOCAL     ] No optimal features file found for CRL: ./output/feature-sets/CRL.txt
[2025-10-13T23:54:43.714630] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:43.714722] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:43.714762] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:43.714821] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:43.731827] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:43.732414] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:43.732495] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:43.732528] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:43.769110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:43.769241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:43.769301] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:43.769334] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:43.772628] [DEBUG] [FORECASTER] CRL: Forecast T+1@11:T+2@11: DOWN (p=26.97%)
[2025-10-13T23:54:43.772923] [INFO ] [FORECASTER] Completed predict_future for CRL
[2025-10-13T23:54:43.773073] [INFO ] [sig       ] CRL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:43.913495] [INFO ] [LOCAL     ] Saved forecast: CRL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRL.txt
[2025-10-13T23:54:43.913729] [INFO ] [sig       ] [432/1810] Completed CRL in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.6m
[2025-10-13T23:54:43.913791] [INFO ] [sig       ] [433/1810] Forecasting CRM...
[2025-10-13T23:54:43.913825] [INFO ] [sig       ] Generating forecast for: CRM
[2025-10-13T23:54:43.913857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRM' from 'https://tdm.silogroup.org/data/derivative_storage/CRM.csv'.
[2025-10-13T23:54:43.922731] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRM'.
[2025-10-13T23:54:43.923019] [INFO ] [FORECASTER] Starting predict_future for CRM
[2025-10-13T23:54:43.947705] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:43.948403] [DEBUG] [LOCAL     ] No optimal features file found for CRM: ./output/feature-sets/CRM.txt
[2025-10-13T23:54:43.948460] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:43.948493] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:43.948521] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:43.948578] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:43.966071] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:43.966628] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:43.966733] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:43.966772] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:44.003531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:44.003619] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:44.003688] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:44.003733] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:44.006786] [DEBUG] [FORECASTER] CRM: Forecast T+1@11:T+2@11: UP (p=89.06%)
[2025-10-13T23:54:44.007038] [INFO ] [FORECASTER] Completed predict_future for CRM
[2025-10-13T23:54:44.007168] [INFO ] [sig       ] CRM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:44.146512] [INFO ] [LOCAL     ] Saved forecast: CRM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CRM.txt
[2025-10-13T23:54:44.146755] [INFO ] [sig       ] [433/1810] Completed CRM in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-13T23:54:44.146816] [INFO ] [sig       ] [434/1810] Forecasting CRS...
[2025-10-13T23:54:44.146850] [INFO ] [sig       ] Generating forecast for: CRS
[2025-10-13T23:54:44.146929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRS' from 'https://tdm.silogroup.org/data/derivative_storage/CRS.csv'.
[2025-10-13T23:54:44.155893] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRS'.
[2025-10-13T23:54:44.156262] [INFO ] [FORECASTER] Starting predict_future for CRS
[2025-10-13T23:54:44.181086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:44.181842] [DEBUG] [LOCAL     ] No optimal features file found for CRS: ./output/feature-sets/CRS.txt
[2025-10-13T23:54:44.181897] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:44.181931] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:44.181960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:44.182017] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:44.199472] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:44.200106] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:44.200186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:44.200220] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:44.236751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:44.236841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:44.236879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:44.236909] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:44.240071] [DEBUG] [FORECASTER] CRS: Forecast T+1@11:T+2@11: DOWN (p=32.78%)
[2025-10-13T23:54:44.240343] [INFO ] [FORECASTER] Completed predict_future for CRS
[2025-10-13T23:54:44.240479] [INFO ] [sig       ] CRS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:44.380172] [INFO ] [LOCAL     ] Saved forecast: CRS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CRS.txt
[2025-10-13T23:54:44.380424] [INFO ] [sig       ] [434/1810] Completed CRS in 0.2s | 4.14 sym/s | Total: 1.7m | ETA: 5.5m
[2025-10-13T23:54:44.380468] [INFO ] [sig       ] [435/1810] Forecasting CRT...
[2025-10-13T23:54:44.380499] [INFO ] [sig       ] Generating forecast for: CRT
[2025-10-13T23:54:44.380531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CRT' from 'https://tdm.silogroup.org/data/derivative_storage/CRT.csv'.
[2025-10-13T23:54:44.390211] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CRT'.
[2025-10-13T23:54:44.390697] [INFO ] [FORECASTER] Starting predict_future for CRT
[2025-10-13T23:54:44.416071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:44.416895] [DEBUG] [LOCAL     ] No optimal features file found for CRT: ./output/feature-sets/CRT.txt
[2025-10-13T23:54:44.416951] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:44.416986] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:44.417015] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:44.417073] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:44.434033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:44.434768] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:44.434854] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:44.434887] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:44.471436] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:44.471620] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:44.471720] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:44.471761] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:44.475301] [DEBUG] [FORECASTER] CRT: Forecast T+1@11:T+2@11: UP (p=83.26%)
[2025-10-13T23:54:44.475584] [INFO ] [FORECASTER] Completed predict_future for CRT
[2025-10-13T23:54:44.475775] [INFO ] [sig       ] CRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:44.631718] [INFO ] [LOCAL     ] Saved forecast: CRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CRT.txt
[2025-10-13T23:54:44.631987] [INFO ] [sig       ] [435/1810] Completed CRT in 0.3s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:44.632034] [INFO ] [sig       ] [436/1810] Forecasting CSAN...
[2025-10-13T23:54:44.632066] [INFO ] [sig       ] Generating forecast for: CSAN
[2025-10-13T23:54:44.632098] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSAN' from 'https://tdm.silogroup.org/data/derivative_storage/CSAN.csv'.
[2025-10-13T23:54:44.641281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSAN'.
[2025-10-13T23:54:44.641669] [INFO ] [FORECASTER] Starting predict_future for CSAN
[2025-10-13T23:54:44.667035] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:44.667915] [DEBUG] [LOCAL     ] No optimal features file found for CSAN: ./output/feature-sets/CSAN.txt
[2025-10-13T23:54:44.667971] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:44.668006] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:44.668034] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:44.668092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:44.685278] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:44.686135] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:44.686245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:44.686306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:44.722360] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:44.722512] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:44.722553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:44.722586] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:44.726024] [DEBUG] [FORECASTER] CSAN: Forecast T+1@11:T+2@11: UP (p=78.89%)
[2025-10-13T23:54:44.726313] [INFO ] [FORECASTER] Completed predict_future for CSAN
[2025-10-13T23:54:44.726450] [INFO ] [sig       ] CSAN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:44.871819] [INFO ] [LOCAL     ] Saved forecast: CSAN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CSAN.txt
[2025-10-13T23:54:44.872068] [INFO ] [sig       ] [436/1810] Completed CSAN in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:44.872111] [INFO ] [sig       ] [437/1810] Forecasting CSL...
[2025-10-13T23:54:44.872142] [INFO ] [sig       ] Generating forecast for: CSL
[2025-10-13T23:54:44.872174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSL' from 'https://tdm.silogroup.org/data/derivative_storage/CSL.csv'.
[2025-10-13T23:54:44.881234] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSL'.
[2025-10-13T23:54:44.881716] [INFO ] [FORECASTER] Starting predict_future for CSL
[2025-10-13T23:54:44.906861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:44.907599] [DEBUG] [LOCAL     ] No optimal features file found for CSL: ./output/feature-sets/CSL.txt
[2025-10-13T23:54:44.907714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:44.907756] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:44.907788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:44.907848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:44.925623] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:44.926217] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:44.926299] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:44.926334] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:44.964706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:44.964803] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:44.964860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:44.964893] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:44.968056] [DEBUG] [FORECASTER] CSL: Forecast T+1@11:T+2@11: DOWN (p=13.85%)
[2025-10-13T23:54:44.968333] [INFO ] [FORECASTER] Completed predict_future for CSL
[2025-10-13T23:54:44.968475] [INFO ] [sig       ] CSL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:45.132930] [INFO ] [LOCAL     ] Saved forecast: CSL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CSL.txt
[2025-10-13T23:54:45.133225] [INFO ] [sig       ] [437/1810] Completed CSL in 0.3s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:45.133287] [INFO ] [sig       ] [438/1810] Forecasting CSR...
[2025-10-13T23:54:45.133322] [INFO ] [sig       ] Generating forecast for: CSR
[2025-10-13T23:54:45.133364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSR' from 'https://tdm.silogroup.org/data/derivative_storage/CSR.csv'.
[2025-10-13T23:54:45.143300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSR'.
[2025-10-13T23:54:45.143752] [INFO ] [FORECASTER] Starting predict_future for CSR
[2025-10-13T23:54:45.172056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:45.172972] [DEBUG] [LOCAL     ] No optimal features file found for CSR: ./output/feature-sets/CSR.txt
[2025-10-13T23:54:45.173032] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:45.173068] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:45.173098] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:45.173157] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:45.190484] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:45.191265] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:45.191352] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:45.191387] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:45.229493] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:45.229696] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:45.229759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:45.229793] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:45.233284] [DEBUG] [FORECASTER] CSR: Forecast T+1@11:T+2@11: DOWN (p=48.42%)
[2025-10-13T23:54:45.233551] [INFO ] [FORECASTER] Completed predict_future for CSR
[2025-10-13T23:54:45.233718] [INFO ] [sig       ] CSR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:45.373551] [INFO ] [LOCAL     ] Saved forecast: CSR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CSR.txt
[2025-10-13T23:54:45.373777] [INFO ] [sig       ] [438/1810] Completed CSR in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:45.373838] [INFO ] [sig       ] [439/1810] Forecasting CSTM...
[2025-10-13T23:54:45.373872] [INFO ] [sig       ] Generating forecast for: CSTM
[2025-10-13T23:54:45.373904] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSTM' from 'https://tdm.silogroup.org/data/derivative_storage/CSTM.csv'.
[2025-10-13T23:54:45.382473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSTM'.
[2025-10-13T23:54:45.382767] [INFO ] [FORECASTER] Starting predict_future for CSTM
[2025-10-13T23:54:45.407265] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:45.407999] [DEBUG] [LOCAL     ] No optimal features file found for CSTM: ./output/feature-sets/CSTM.txt
[2025-10-13T23:54:45.408053] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:45.408087] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:45.408131] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:45.408190] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:45.425480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:45.426054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:45.426134] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:45.426168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:45.462855] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:45.462931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:45.462967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:45.463003] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:45.465980] [DEBUG] [FORECASTER] CSTM: Forecast T+1@11:T+2@11: DOWN (p=27.90%)
[2025-10-13T23:54:45.466233] [INFO ] [FORECASTER] Completed predict_future for CSTM
[2025-10-13T23:54:45.466364] [INFO ] [sig       ] CSTM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:45.605510] [INFO ] [LOCAL     ] Saved forecast: CSTM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CSTM.txt
[2025-10-13T23:54:45.605739] [INFO ] [sig       ] [439/1810] Completed CSTM in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:45.605802] [INFO ] [sig       ] [440/1810] Forecasting CSV...
[2025-10-13T23:54:45.605836] [INFO ] [sig       ] Generating forecast for: CSV
[2025-10-13T23:54:45.605868] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CSV' from 'https://tdm.silogroup.org/data/derivative_storage/CSV.csv'.
[2025-10-13T23:54:45.614333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CSV'.
[2025-10-13T23:54:45.614591] [INFO ] [FORECASTER] Starting predict_future for CSV
[2025-10-13T23:54:45.640059] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:45.640770] [DEBUG] [LOCAL     ] No optimal features file found for CSV: ./output/feature-sets/CSV.txt
[2025-10-13T23:54:45.640825] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:45.640858] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:45.640887] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:45.640944] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:45.658857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:45.659420] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:45.659533] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:45.659574] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:45.694497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:45.694580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:45.694617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:45.694673] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:45.697760] [DEBUG] [FORECASTER] CSV: Forecast T+1@11:T+2@11: UP (p=85.76%)
[2025-10-13T23:54:45.698018] [INFO ] [FORECASTER] Completed predict_future for CSV
[2025-10-13T23:54:45.698155] [INFO ] [sig       ] CSV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:45.841171] [INFO ] [LOCAL     ] Saved forecast: CSV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CSV.txt
[2025-10-13T23:54:45.841381] [INFO ] [sig       ] [440/1810] Completed CSV in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:45.841441] [INFO ] [sig       ] [441/1810] Forecasting CTBB...
[2025-10-13T23:54:45.841475] [INFO ] [sig       ] Generating forecast for: CTBB
[2025-10-13T23:54:45.841507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTBB' from 'https://tdm.silogroup.org/data/derivative_storage/CTBB.csv'.
[2025-10-13T23:54:45.850521] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTBB'.
[2025-10-13T23:54:45.850826] [INFO ] [FORECASTER] Starting predict_future for CTBB
[2025-10-13T23:54:45.875970] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:45.876687] [DEBUG] [LOCAL     ] No optimal features file found for CTBB: ./output/feature-sets/CTBB.txt
[2025-10-13T23:54:45.876748] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:45.876782] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:45.876810] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:45.876866] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:45.893920] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:45.894477] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:45.894557] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:45.894591] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:45.929170] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:45.929244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:45.929280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:45.929308] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:45.932265] [DEBUG] [FORECASTER] CTBB: Forecast T+1@11:T+2@11: UP (p=93.40%)
[2025-10-13T23:54:45.932512] [INFO ] [FORECASTER] Completed predict_future for CTBB
[2025-10-13T23:54:45.932674] [INFO ] [sig       ] CTBB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:46.070742] [INFO ] [LOCAL     ] Saved forecast: CTBB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CTBB.txt
[2025-10-13T23:54:46.070977] [INFO ] [sig       ] [441/1810] Completed CTBB in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:46.071020] [INFO ] [sig       ] [442/1810] Forecasting CTDD...
[2025-10-13T23:54:46.071050] [INFO ] [sig       ] Generating forecast for: CTDD
[2025-10-13T23:54:46.071082] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTDD' from 'https://tdm.silogroup.org/data/derivative_storage/CTDD.csv'.
[2025-10-13T23:54:46.079346] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CTDD'.
[2025-10-13T23:54:46.079594] [INFO ] [FORECASTER] Starting predict_future for CTDD
[2025-10-13T23:54:46.104496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:46.105244] [DEBUG] [LOCAL     ] No optimal features file found for CTDD: ./output/feature-sets/CTDD.txt
[2025-10-13T23:54:46.105300] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:46.105334] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:46.105362] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:46.105419] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:46.122438] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:46.123037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:46.123120] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:46.123155] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:46.157042] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:46.157126] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:46.157162] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:46.157191] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:46.160230] [DEBUG] [FORECASTER] CTDD: Forecast T+1@11:T+2@11: DOWN (p=35.42%)
[2025-10-13T23:54:46.160486] [INFO ] [FORECASTER] Completed predict_future for CTDD
[2025-10-13T23:54:46.160620] [INFO ] [sig       ] CTDD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:46.299866] [INFO ] [LOCAL     ] Saved forecast: CTDD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CTDD.txt
[2025-10-13T23:54:46.300094] [INFO ] [sig       ] [442/1810] Completed CTDD in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:46.300138] [INFO ] [sig       ] [443/1810] Forecasting CTO...
[2025-10-13T23:54:46.300169] [INFO ] [sig       ] Generating forecast for: CTO
[2025-10-13T23:54:46.300201] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTO' from 'https://tdm.silogroup.org/data/derivative_storage/CTO.csv'.
[2025-10-13T23:54:46.309036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTO'.
[2025-10-13T23:54:46.309310] [INFO ] [FORECASTER] Starting predict_future for CTO
[2025-10-13T23:54:46.333729] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:46.334382] [DEBUG] [LOCAL     ] No optimal features file found for CTO: ./output/feature-sets/CTO.txt
[2025-10-13T23:54:46.334437] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:46.334469] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:46.334497] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:46.334554] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:46.352026] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:46.352546] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:46.352624] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:46.352708] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:46.387325] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:46.387406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:46.387442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:46.387470] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:46.391948] [DEBUG] [FORECASTER] CTO: Forecast T+1@11:T+2@11: UP (p=97.61%)
[2025-10-13T23:54:46.392213] [INFO ] [FORECASTER] Completed predict_future for CTO
[2025-10-13T23:54:46.392356] [INFO ] [sig       ] CTO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:46.531267] [INFO ] [LOCAL     ] Saved forecast: CTO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CTO.txt
[2025-10-13T23:54:46.531504] [INFO ] [sig       ] [443/1810] Completed CTO in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:46.531546] [INFO ] [sig       ] [444/1810] Forecasting CTOS...
[2025-10-13T23:54:46.531577] [INFO ] [sig       ] Generating forecast for: CTOS
[2025-10-13T23:54:46.531609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTOS' from 'https://tdm.silogroup.org/data/derivative_storage/CTOS.csv'.
[2025-10-13T23:54:46.544402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTOS'.
[2025-10-13T23:54:46.544817] [INFO ] [FORECASTER] Starting predict_future for CTOS
[2025-10-13T23:54:46.570058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:46.570751] [DEBUG] [LOCAL     ] No optimal features file found for CTOS: ./output/feature-sets/CTOS.txt
[2025-10-13T23:54:46.570807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:46.570841] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:46.570869] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:46.570924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:46.588099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:46.588710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:46.588792] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:46.588826] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:46.623407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:46.623520] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:46.623579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:46.623611] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:46.626800] [DEBUG] [FORECASTER] CTOS: Forecast T+1@11:T+2@11: UP (p=97.48%)
[2025-10-13T23:54:46.627057] [INFO ] [FORECASTER] Completed predict_future for CTOS
[2025-10-13T23:54:46.627190] [INFO ] [sig       ] CTOS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:46.765590] [INFO ] [LOCAL     ] Saved forecast: CTOS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CTOS.txt
[2025-10-13T23:54:46.765832] [INFO ] [sig       ] [444/1810] Completed CTOS in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:46.765905] [INFO ] [sig       ] [445/1810] Forecasting CTRA...
[2025-10-13T23:54:46.765959] [INFO ] [sig       ] Generating forecast for: CTRA
[2025-10-13T23:54:46.765995] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRA' from 'https://tdm.silogroup.org/data/derivative_storage/CTRA.csv'.
[2025-10-13T23:54:46.774744] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRA'.
[2025-10-13T23:54:46.775017] [INFO ] [FORECASTER] Starting predict_future for CTRA
[2025-10-13T23:54:46.799510] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:46.800231] [DEBUG] [LOCAL     ] No optimal features file found for CTRA: ./output/feature-sets/CTRA.txt
[2025-10-13T23:54:46.800285] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:46.800318] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:46.800347] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:46.800403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:46.817236] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:46.817929] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:46.818010] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:46.818043] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:46.854926] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:46.855004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:46.855040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:46.855069] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:46.858049] [DEBUG] [FORECASTER] CTRA: Forecast T+1@11:T+2@11: UP (p=65.93%)
[2025-10-13T23:54:46.858292] [INFO ] [FORECASTER] Completed predict_future for CTRA
[2025-10-13T23:54:46.858426] [INFO ] [sig       ] CTRA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:46.998996] [INFO ] [LOCAL     ] Saved forecast: CTRA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CTRA.txt
[2025-10-13T23:54:46.999228] [INFO ] [sig       ] [445/1810] Completed CTRA in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:46.999290] [INFO ] [sig       ] [446/1810] Forecasting CTRI...
[2025-10-13T23:54:46.999325] [INFO ] [sig       ] Generating forecast for: CTRI
[2025-10-13T23:54:46.999359] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTRI' from 'https://tdm.silogroup.org/data/derivative_storage/CTRI.csv'.
[2025-10-13T23:54:47.008361] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTRI'.
[2025-10-13T23:54:47.008761] [INFO ] [FORECASTER] Starting predict_future for CTRI
[2025-10-13T23:54:47.035003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:47.035860] [DEBUG] [LOCAL     ] No optimal features file found for CTRI: ./output/feature-sets/CTRI.txt
[2025-10-13T23:54:47.035918] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:47.035954] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:47.036007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:47.036068] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:47.055826] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:47.057002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:47.057118] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:47.057167] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:47.096320] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:47.096476] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:47.096518] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:47.096549] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:47.100078] [DEBUG] [FORECASTER] CTRI: Forecast T+1@11:T+2@11: UP (p=87.59%)
[2025-10-13T23:54:47.100347] [INFO ] [FORECASTER] Completed predict_future for CTRI
[2025-10-13T23:54:47.100484] [INFO ] [sig       ] CTRI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:47.241749] [INFO ] [LOCAL     ] Saved forecast: CTRI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CTRI.txt
[2025-10-13T23:54:47.241996] [INFO ] [sig       ] [446/1810] Completed CTRI in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:47.242107] [INFO ] [sig       ] [447/1810] Forecasting CTS...
[2025-10-13T23:54:47.242149] [INFO ] [sig       ] Generating forecast for: CTS
[2025-10-13T23:54:47.242186] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTS' from 'https://tdm.silogroup.org/data/derivative_storage/CTS.csv'.
[2025-10-13T23:54:47.251082] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTS'.
[2025-10-13T23:54:47.251369] [INFO ] [FORECASTER] Starting predict_future for CTS
[2025-10-13T23:54:47.276877] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:47.277582] [DEBUG] [LOCAL     ] No optimal features file found for CTS: ./output/feature-sets/CTS.txt
[2025-10-13T23:54:47.277664] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:47.277725] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:47.277766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:47.277840] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:47.295617] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:47.296214] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:47.296296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:47.296332] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:47.343319] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:47.343526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:47.343586] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:47.343621] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:47.347367] [DEBUG] [FORECASTER] CTS: Forecast T+1@11:T+2@11: DOWN (p=47.10%)
[2025-10-13T23:54:47.347759] [INFO ] [FORECASTER] Completed predict_future for CTS
[2025-10-13T23:54:47.347913] [INFO ] [sig       ] CTS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:47.489356] [INFO ] [LOCAL     ] Saved forecast: CTS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CTS.txt
[2025-10-13T23:54:47.489601] [INFO ] [sig       ] [447/1810] Completed CTS in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:47.489718] [INFO ] [sig       ] [448/1810] Forecasting CTVA...
[2025-10-13T23:54:47.489792] [INFO ] [sig       ] Generating forecast for: CTVA
[2025-10-13T23:54:47.489875] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CTVA' from 'https://tdm.silogroup.org/data/derivative_storage/CTVA.csv'.
[2025-10-13T23:54:47.499528] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CTVA'.
[2025-10-13T23:54:47.499892] [INFO ] [FORECASTER] Starting predict_future for CTVA
[2025-10-13T23:54:47.524718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:47.525616] [DEBUG] [LOCAL     ] No optimal features file found for CTVA: ./output/feature-sets/CTVA.txt
[2025-10-13T23:54:47.525719] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:47.525797] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:47.525849] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:47.525913] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:47.545180] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:47.545980] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:47.546069] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:47.546106] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:47.587349] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:47.587530] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:47.587590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:47.587624] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:47.591241] [DEBUG] [FORECASTER] CTVA: Forecast T+1@11:T+2@11: DOWN (p=29.34%)
[2025-10-13T23:54:47.591522] [INFO ] [FORECASTER] Completed predict_future for CTVA
[2025-10-13T23:54:47.591697] [INFO ] [sig       ] CTVA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:47.751804] [INFO ] [LOCAL     ] Saved forecast: CTVA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CTVA.txt
[2025-10-13T23:54:47.752050] [INFO ] [sig       ] [448/1810] Completed CTVA in 0.3s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:47.752094] [INFO ] [sig       ] [449/1810] Forecasting CUBE...
[2025-10-13T23:54:47.752126] [INFO ] [sig       ] Generating forecast for: CUBE
[2025-10-13T23:54:47.752158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUBE' from 'https://tdm.silogroup.org/data/derivative_storage/CUBE.csv'.
[2025-10-13T23:54:47.762057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUBE'.
[2025-10-13T23:54:47.762334] [INFO ] [FORECASTER] Starting predict_future for CUBE
[2025-10-13T23:54:47.787823] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:47.788535] [DEBUG] [LOCAL     ] No optimal features file found for CUBE: ./output/feature-sets/CUBE.txt
[2025-10-13T23:54:47.788591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:47.788627] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:47.788692] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:47.788770] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:47.806628] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:47.807211] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:47.807291] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:47.807325] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:47.848766] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:47.848853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:47.848889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:47.848917] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:47.851920] [DEBUG] [FORECASTER] CUBE: Forecast T+1@11:T+2@11: UP (p=71.85%)
[2025-10-13T23:54:47.852175] [INFO ] [FORECASTER] Completed predict_future for CUBE
[2025-10-13T23:54:47.852316] [INFO ] [sig       ] CUBE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:47.990301] [INFO ] [LOCAL     ] Saved forecast: CUBE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CUBE.txt
[2025-10-13T23:54:47.990511] [INFO ] [sig       ] [449/1810] Completed CUBE in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:47.990554] [INFO ] [sig       ] [450/1810] Forecasting CUK...
[2025-10-13T23:54:47.990585] [INFO ] [sig       ] Generating forecast for: CUK
[2025-10-13T23:54:47.990618] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUK' from 'https://tdm.silogroup.org/data/derivative_storage/CUK.csv'.
[2025-10-13T23:54:47.999279] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUK'.
[2025-10-13T23:54:47.999544] [INFO ] [FORECASTER] Starting predict_future for CUK
[2025-10-13T23:54:48.024194] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:48.024900] [DEBUG] [LOCAL     ] No optimal features file found for CUK: ./output/feature-sets/CUK.txt
[2025-10-13T23:54:48.024956] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:48.024988] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:48.025016] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:48.025073] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:48.041882] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:48.042428] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:48.042517] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:48.042551] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:48.091327] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:48.091565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:48.091629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:48.091702] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:48.096923] [DEBUG] [FORECASTER] CUK: Forecast T+1@11:T+2@11: DOWN (p=30.63%)
[2025-10-13T23:54:48.097323] [INFO ] [FORECASTER] Completed predict_future for CUK
[2025-10-13T23:54:48.097484] [INFO ] [sig       ] CUK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:48.238903] [INFO ] [LOCAL     ] Saved forecast: CUK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CUK.txt
[2025-10-13T23:54:48.239178] [INFO ] [sig       ] [450/1810] Completed CUK in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:48.239230] [INFO ] [sig       ] [451/1810] Forecasting CULP...
[2025-10-13T23:54:48.239263] [INFO ] [sig       ] Generating forecast for: CULP
[2025-10-13T23:54:48.239297] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CULP' from 'https://tdm.silogroup.org/data/derivative_storage/CULP.csv'.
[2025-10-13T23:54:48.248601] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CULP'.
[2025-10-13T23:54:48.248908] [INFO ] [FORECASTER] Starting predict_future for CULP
[2025-10-13T23:54:48.274322] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:48.275051] [DEBUG] [LOCAL     ] No optimal features file found for CULP: ./output/feature-sets/CULP.txt
[2025-10-13T23:54:48.275106] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:48.275139] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:48.275167] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:48.275223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:48.293067] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:48.293670] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:48.293758] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:48.293794] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:48.336106] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:48.336181] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:48.336237] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:48.336267] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:48.339357] [DEBUG] [FORECASTER] CULP: Forecast T+1@11:T+2@11: DOWN (p=11.73%)
[2025-10-13T23:54:48.339604] [INFO ] [FORECASTER] Completed predict_future for CULP
[2025-10-13T23:54:48.339775] [INFO ] [sig       ] CULP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:48.480373] [INFO ] [LOCAL     ] Saved forecast: CULP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CULP.txt
[2025-10-13T23:54:48.480618] [INFO ] [sig       ] [451/1810] Completed CULP in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:48.480695] [INFO ] [sig       ] [452/1810] Forecasting CURV...
[2025-10-13T23:54:48.480740] [INFO ] [sig       ] Generating forecast for: CURV
[2025-10-13T23:54:48.480773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CURV' from 'https://tdm.silogroup.org/data/derivative_storage/CURV.csv'.
[2025-10-13T23:54:48.489779] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CURV'.
[2025-10-13T23:54:48.490086] [INFO ] [FORECASTER] Starting predict_future for CURV
[2025-10-13T23:54:48.515381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:48.516147] [DEBUG] [LOCAL     ] No optimal features file found for CURV: ./output/feature-sets/CURV.txt
[2025-10-13T23:54:48.516203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:48.516237] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:48.516266] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:48.516323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:48.533551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:48.534128] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:48.534209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:48.534242] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:48.578748] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:48.578864] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:48.578908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:48.578944] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:48.582045] [DEBUG] [FORECASTER] CURV: Forecast T+1@11:T+2@11: DOWN (p=5.55%)
[2025-10-13T23:54:48.582299] [INFO ] [FORECASTER] Completed predict_future for CURV
[2025-10-13T23:54:48.582429] [INFO ] [sig       ] CURV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:48.719801] [INFO ] [LOCAL     ] Saved forecast: CURV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CURV.txt
[2025-10-13T23:54:48.719992] [INFO ] [sig       ] [452/1810] Completed CURV in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:48.720034] [INFO ] [sig       ] [453/1810] Forecasting CUZ...
[2025-10-13T23:54:48.720065] [INFO ] [sig       ] Generating forecast for: CUZ
[2025-10-13T23:54:48.720097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CUZ' from 'https://tdm.silogroup.org/data/derivative_storage/CUZ.csv'.
[2025-10-13T23:54:48.728947] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CUZ'.
[2025-10-13T23:54:48.729267] [INFO ] [FORECASTER] Starting predict_future for CUZ
[2025-10-13T23:54:48.754965] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:48.755812] [DEBUG] [LOCAL     ] No optimal features file found for CUZ: ./output/feature-sets/CUZ.txt
[2025-10-13T23:54:48.755872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:48.755908] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:48.755959] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:48.756071] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:48.773697] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:48.774287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:48.774371] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:48.774405] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:48.816209] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:48.816283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:48.816318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:48.816347] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:48.819394] [DEBUG] [FORECASTER] CUZ: Forecast T+1@11:T+2@11: UP (p=91.63%)
[2025-10-13T23:54:48.819661] [INFO ] [FORECASTER] Completed predict_future for CUZ
[2025-10-13T23:54:48.819817] [INFO ] [sig       ] CUZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:48.963959] [INFO ] [LOCAL     ] Saved forecast: CUZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CUZ.txt
[2025-10-13T23:54:48.964221] [INFO ] [sig       ] [453/1810] Completed CUZ in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:48.964282] [INFO ] [sig       ] [454/1810] Forecasting CVE...
[2025-10-13T23:54:48.964316] [INFO ] [sig       ] Generating forecast for: CVE
[2025-10-13T23:54:48.964349] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVE' from 'https://tdm.silogroup.org/data/derivative_storage/CVE.csv'.
[2025-10-13T23:54:48.973606] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVE'.
[2025-10-13T23:54:48.973920] [INFO ] [FORECASTER] Starting predict_future for CVE
[2025-10-13T23:54:48.998580] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:48.999318] [DEBUG] [LOCAL     ] No optimal features file found for CVE: ./output/feature-sets/CVE.txt
[2025-10-13T23:54:48.999373] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:48.999406] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:48.999434] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:48.999490] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:49.016257] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:49.016863] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:49.016943] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:49.016977] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:49.061039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:49.061118] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:49.061154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:49.061183] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:49.064177] [DEBUG] [FORECASTER] CVE: Forecast T+1@11:T+2@11: DOWN (p=6.87%)
[2025-10-13T23:54:49.064427] [INFO ] [FORECASTER] Completed predict_future for CVE
[2025-10-13T23:54:49.064562] [INFO ] [sig       ] CVE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:49.205999] [INFO ] [LOCAL     ] Saved forecast: CVE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CVE.txt
[2025-10-13T23:54:49.206255] [INFO ] [sig       ] [454/1810] Completed CVE in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:49.206301] [INFO ] [sig       ] [455/1810] Forecasting CVNA...
[2025-10-13T23:54:49.206333] [INFO ] [sig       ] Generating forecast for: CVNA
[2025-10-13T23:54:49.206365] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVNA' from 'https://tdm.silogroup.org/data/derivative_storage/CVNA.csv'.
[2025-10-13T23:54:49.215682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVNA'.
[2025-10-13T23:54:49.216084] [INFO ] [FORECASTER] Starting predict_future for CVNA
[2025-10-13T23:54:49.241137] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:49.241933] [DEBUG] [LOCAL     ] No optimal features file found for CVNA: ./output/feature-sets/CVNA.txt
[2025-10-13T23:54:49.241989] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:49.242025] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:49.242053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:49.242110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:49.259320] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:49.260200] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:49.260290] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:49.260324] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:49.309328] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:49.309511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:49.309556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:49.309586] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:49.313229] [DEBUG] [FORECASTER] CVNA: Forecast T+1@11:T+2@11: UP (p=56.63%)
[2025-10-13T23:54:49.313504] [INFO ] [FORECASTER] Completed predict_future for CVNA
[2025-10-13T23:54:49.313675] [INFO ] [sig       ] CVNA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:49.452857] [INFO ] [LOCAL     ] Saved forecast: CVNA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CVNA.txt
[2025-10-13T23:54:49.453080] [INFO ] [sig       ] [455/1810] Completed CVNA in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:49.453123] [INFO ] [sig       ] [456/1810] Forecasting CVS...
[2025-10-13T23:54:49.453153] [INFO ] [sig       ] Generating forecast for: CVS
[2025-10-13T23:54:49.453185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CVS' from 'https://tdm.silogroup.org/data/derivative_storage/CVS.csv'.
[2025-10-13T23:54:49.462067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CVS'.
[2025-10-13T23:54:49.462378] [INFO ] [FORECASTER] Starting predict_future for CVS
[2025-10-13T23:54:49.487089] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:49.487848] [DEBUG] [LOCAL     ] No optimal features file found for CVS: ./output/feature-sets/CVS.txt
[2025-10-13T23:54:49.487905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:49.487938] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:49.487966] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:49.488022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:49.504906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:49.505458] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:49.505538] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:49.505572] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:49.550165] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:49.550252] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:49.550681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:49.550730] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:49.553906] [DEBUG] [FORECASTER] CVS: Forecast T+1@11:T+2@11: DOWN (p=2.83%)
[2025-10-13T23:54:49.554168] [INFO ] [FORECASTER] Completed predict_future for CVS
[2025-10-13T23:54:49.554301] [INFO ] [sig       ] CVS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:49.707130] [INFO ] [LOCAL     ] Saved forecast: CVS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CVS.txt
[2025-10-13T23:54:49.707462] [INFO ] [sig       ] [456/1810] Completed CVS in 0.3s | 4.14 sym/s | Total: 1.8m | ETA: 5.5m
[2025-10-13T23:54:49.707547] [INFO ] [sig       ] [457/1810] Forecasting CW...
[2025-10-13T23:54:49.707595] [INFO ] [sig       ] Generating forecast for: CW
[2025-10-13T23:54:49.707632] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CW' from 'https://tdm.silogroup.org/data/derivative_storage/CW.csv'.
[2025-10-13T23:54:49.717356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CW'.
[2025-10-13T23:54:49.717757] [INFO ] [FORECASTER] Starting predict_future for CW
[2025-10-13T23:54:49.744491] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:49.745266] [DEBUG] [LOCAL     ] No optimal features file found for CW: ./output/feature-sets/CW.txt
[2025-10-13T23:54:49.745323] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:49.745358] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:49.745386] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:49.745442] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:49.763198] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:49.764283] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:49.764404] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:49.764479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:49.807298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:49.807436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:49.807523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:49.807578] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:49.810915] [DEBUG] [FORECASTER] CW: Forecast T+1@11:T+2@11: UP (p=84.50%)
[2025-10-13T23:54:49.811197] [INFO ] [FORECASTER] Completed predict_future for CW
[2025-10-13T23:54:49.811345] [INFO ] [sig       ] CW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:49.954131] [INFO ] [LOCAL     ] Saved forecast: CW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CW.txt
[2025-10-13T23:54:49.954362] [INFO ] [sig       ] [457/1810] Completed CW in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-13T23:54:49.954405] [INFO ] [sig       ] [458/1810] Forecasting CWEN...
[2025-10-13T23:54:49.954436] [INFO ] [sig       ] Generating forecast for: CWEN
[2025-10-13T23:54:49.954468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWEN' from 'https://tdm.silogroup.org/data/derivative_storage/CWEN.csv'.
[2025-10-13T23:54:49.963565] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWEN'.
[2025-10-13T23:54:49.963938] [INFO ] [FORECASTER] Starting predict_future for CWEN
[2025-10-13T23:54:49.988854] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:49.989621] [DEBUG] [LOCAL     ] No optimal features file found for CWEN: ./output/feature-sets/CWEN.txt
[2025-10-13T23:54:49.989705] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:49.989748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:49.989778] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:49.989840] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:50.006784] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:50.007485] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:50.007590] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:50.007627] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:50.051132] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:50.051295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:50.051335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:50.051423] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:50.054833] [DEBUG] [FORECASTER] CWEN: Forecast T+1@11:T+2@11: DOWN (p=35.93%)
[2025-10-13T23:54:50.055098] [INFO ] [FORECASTER] Completed predict_future for CWEN
[2025-10-13T23:54:50.055238] [INFO ] [sig       ] CWEN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:50.195630] [INFO ] [LOCAL     ] Saved forecast: CWEN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CWEN.txt
[2025-10-13T23:54:50.195940] [INFO ] [sig       ] [458/1810] Completed CWEN in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-13T23:54:50.195986] [INFO ] [sig       ] [459/1810] Forecasting CWH...
[2025-10-13T23:54:50.196017] [INFO ] [sig       ] Generating forecast for: CWH
[2025-10-13T23:54:50.196049] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWH' from 'https://tdm.silogroup.org/data/derivative_storage/CWH.csv'.
[2025-10-13T23:54:50.205500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWH'.
[2025-10-13T23:54:50.205890] [INFO ] [FORECASTER] Starting predict_future for CWH
[2025-10-13T23:54:50.230342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:50.231108] [DEBUG] [LOCAL     ] No optimal features file found for CWH: ./output/feature-sets/CWH.txt
[2025-10-13T23:54:50.231163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:50.231196] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:50.231225] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:50.231282] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:50.248349] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:50.248962] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:50.249047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:50.249081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:50.293338] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:50.293485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:50.293525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:50.293554] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:50.296900] [DEBUG] [FORECASTER] CWH: Forecast T+1@11:T+2@11: DOWN (p=4.17%)
[2025-10-13T23:54:50.297165] [INFO ] [FORECASTER] Completed predict_future for CWH
[2025-10-13T23:54:50.297301] [INFO ] [sig       ] CWH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:50.443025] [INFO ] [LOCAL     ] Saved forecast: CWH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CWH.txt
[2025-10-13T23:54:50.443334] [INFO ] [sig       ] [459/1810] Completed CWH in 0.2s | 4.14 sym/s | Total: 1.8m | ETA: 5.4m
[2025-10-13T23:54:50.443387] [INFO ] [sig       ] [460/1810] Forecasting CWK...
[2025-10-13T23:54:50.443419] [INFO ] [sig       ] Generating forecast for: CWK
[2025-10-13T23:54:50.443452] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWK' from 'https://tdm.silogroup.org/data/derivative_storage/CWK.csv'.
[2025-10-13T23:54:50.453137] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWK'.
[2025-10-13T23:54:50.453438] [INFO ] [FORECASTER] Starting predict_future for CWK
[2025-10-13T23:54:50.478146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:50.478868] [DEBUG] [LOCAL     ] No optimal features file found for CWK: ./output/feature-sets/CWK.txt
[2025-10-13T23:54:50.478926] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:50.478959] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:50.478987] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:50.479060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:50.496055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:50.496677] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:50.496761] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:50.496795] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:50.539710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:50.539912] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:50.539959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:50.539988] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:50.543445] [DEBUG] [FORECASTER] CWK: Forecast T+1@11:T+2@11: DOWN (p=35.86%)
[2025-10-13T23:54:50.543757] [INFO ] [FORECASTER] Completed predict_future for CWK
[2025-10-13T23:54:50.543907] [INFO ] [sig       ] CWK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:50.701325] [INFO ] [LOCAL     ] Saved forecast: CWK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CWK.txt
[2025-10-13T23:54:50.701592] [INFO ] [sig       ] [460/1810] Completed CWK in 0.3s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:50.701637] [INFO ] [sig       ] [461/1810] Forecasting CWT...
[2025-10-13T23:54:50.701715] [INFO ] [sig       ] Generating forecast for: CWT
[2025-10-13T23:54:50.701753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CWT' from 'https://tdm.silogroup.org/data/derivative_storage/CWT.csv'.
[2025-10-13T23:54:50.710763] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CWT'.
[2025-10-13T23:54:50.711194] [INFO ] [FORECASTER] Starting predict_future for CWT
[2025-10-13T23:54:50.738585] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:50.739481] [DEBUG] [LOCAL     ] No optimal features file found for CWT: ./output/feature-sets/CWT.txt
[2025-10-13T23:54:50.739544] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:50.739579] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:50.739607] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:50.739686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:50.757007] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:50.758120] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:50.758212] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:50.758249] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:50.800532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:50.800741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:50.800797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:50.800830] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:50.804422] [DEBUG] [FORECASTER] CWT: Forecast T+1@11:T+2@11: UP (p=99.75%)
[2025-10-13T23:54:50.804754] [INFO ] [FORECASTER] Completed predict_future for CWT
[2025-10-13T23:54:50.804909] [INFO ] [sig       ] CWT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:50.947550] [INFO ] [LOCAL     ] Saved forecast: CWT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CWT.txt
[2025-10-13T23:54:50.947853] [INFO ] [sig       ] [461/1810] Completed CWT in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:50.947914] [INFO ] [sig       ] [462/1810] Forecasting CX...
[2025-10-13T23:54:50.947949] [INFO ] [sig       ] Generating forecast for: CX
[2025-10-13T23:54:50.947982] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CX' from 'https://tdm.silogroup.org/data/derivative_storage/CX.csv'.
[2025-10-13T23:54:50.957009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CX'.
[2025-10-13T23:54:50.957425] [INFO ] [FORECASTER] Starting predict_future for CX
[2025-10-13T23:54:50.982901] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:50.983676] [DEBUG] [LOCAL     ] No optimal features file found for CX: ./output/feature-sets/CX.txt
[2025-10-13T23:54:50.983735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:50.983770] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:50.983798] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:50.983855] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:51.001037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:51.001831] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:51.001918] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:51.001951] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:51.051993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:51.052175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:51.052217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:51.052247] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:51.055791] [DEBUG] [FORECASTER] CX: Forecast T+1@11:T+2@11: UP (p=59.80%)
[2025-10-13T23:54:51.056073] [INFO ] [FORECASTER] Completed predict_future for CX
[2025-10-13T23:54:51.056255] [INFO ] [sig       ] CX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:51.212567] [INFO ] [LOCAL     ] Saved forecast: CX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CX.txt
[2025-10-13T23:54:51.212940] [INFO ] [sig       ] [462/1810] Completed CX in 0.3s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:51.213026] [INFO ] [sig       ] [463/1810] Forecasting CXE...
[2025-10-13T23:54:51.213091] [INFO ] [sig       ] Generating forecast for: CXE
[2025-10-13T23:54:51.213131] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXE' from 'https://tdm.silogroup.org/data/derivative_storage/CXE.csv'.
[2025-10-13T23:54:51.222465] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXE'.
[2025-10-13T23:54:51.222810] [INFO ] [FORECASTER] Starting predict_future for CXE
[2025-10-13T23:54:51.248760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:51.249507] [DEBUG] [LOCAL     ] No optimal features file found for CXE: ./output/feature-sets/CXE.txt
[2025-10-13T23:54:51.249563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:51.249597] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:51.249626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:51.249722] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:51.267611] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:51.268216] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:51.268296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:51.268330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:51.308124] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:51.308219] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:51.308256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:51.308285] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:51.311403] [DEBUG] [FORECASTER] CXE: Forecast T+1@11:T+2@11: DOWN (p=4.57%)
[2025-10-13T23:54:51.311680] [INFO ] [FORECASTER] Completed predict_future for CXE
[2025-10-13T23:54:51.311828] [INFO ] [sig       ] CXE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:51.455474] [INFO ] [LOCAL     ] Saved forecast: CXE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CXE.txt
[2025-10-13T23:54:51.455730] [INFO ] [sig       ] [463/1810] Completed CXE in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:51.455801] [INFO ] [sig       ] [464/1810] Forecasting CXH...
[2025-10-13T23:54:51.455835] [INFO ] [sig       ] Generating forecast for: CXH
[2025-10-13T23:54:51.455868] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXH' from 'https://tdm.silogroup.org/data/derivative_storage/CXH.csv'.
[2025-10-13T23:54:51.464067] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'CXH'.
[2025-10-13T23:54:51.464317] [INFO ] [FORECASTER] Starting predict_future for CXH
[2025-10-13T23:54:51.488985] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:51.489730] [DEBUG] [LOCAL     ] No optimal features file found for CXH: ./output/feature-sets/CXH.txt
[2025-10-13T23:54:51.489788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:51.489822] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:51.489850] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:51.489911] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:51.506848] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:51.507393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:51.507470] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:51.507525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:51.546851] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:51.546985] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:51.547027] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:51.547058] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:51.550600] [DEBUG] [FORECASTER] CXH: Forecast T+1@11:T+2@11: UP (p=98.01%)
[2025-10-13T23:54:51.550906] [INFO ] [FORECASTER] Completed predict_future for CXH
[2025-10-13T23:54:51.551050] [INFO ] [sig       ] CXH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:51.693229] [INFO ] [LOCAL     ] Saved forecast: CXH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/CXH.txt
[2025-10-13T23:54:51.693445] [INFO ] [sig       ] [464/1810] Completed CXH in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:51.693487] [INFO ] [sig       ] [465/1810] Forecasting CXM...
[2025-10-13T23:54:51.693519] [INFO ] [sig       ] Generating forecast for: CXM
[2025-10-13T23:54:51.693552] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXM' from 'https://tdm.silogroup.org/data/derivative_storage/CXM.csv'.
[2025-10-13T23:54:51.703619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXM'.
[2025-10-13T23:54:51.703938] [INFO ] [FORECASTER] Starting predict_future for CXM
[2025-10-13T23:54:51.728727] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:51.729393] [DEBUG] [LOCAL     ] No optimal features file found for CXM: ./output/feature-sets/CXM.txt
[2025-10-13T23:54:51.729446] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:51.729480] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:51.729507] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:51.729564] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:51.746877] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:51.747522] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:51.747609] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:51.747665] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:51.791910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:51.792082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:51.792122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:51.792174] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:51.795678] [DEBUG] [FORECASTER] CXM: Forecast T+1@11:T+2@11: DOWN (p=6.79%)
[2025-10-13T23:54:51.795951] [INFO ] [FORECASTER] Completed predict_future for CXM
[2025-10-13T23:54:51.796089] [INFO ] [sig       ] CXM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:51.946401] [INFO ] [LOCAL     ] Saved forecast: CXM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CXM.txt
[2025-10-13T23:54:51.946686] [INFO ] [sig       ] [465/1810] Completed CXM in 0.3s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:51.946747] [INFO ] [sig       ] [466/1810] Forecasting CXT...
[2025-10-13T23:54:51.946781] [INFO ] [sig       ] Generating forecast for: CXT
[2025-10-13T23:54:51.946815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXT' from 'https://tdm.silogroup.org/data/derivative_storage/CXT.csv'.
[2025-10-13T23:54:51.957460] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXT'.
[2025-10-13T23:54:51.957800] [INFO ] [FORECASTER] Starting predict_future for CXT
[2025-10-13T23:54:51.984003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:51.984812] [DEBUG] [LOCAL     ] No optimal features file found for CXT: ./output/feature-sets/CXT.txt
[2025-10-13T23:54:51.984869] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:51.984905] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:51.984989] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:51.985059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:52.003201] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:52.004127] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:52.004217] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:52.004252] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:52.046499] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:52.046689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:52.046747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:52.046782] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:52.050606] [DEBUG] [FORECASTER] CXT: Forecast T+1@11:T+2@11: DOWN (p=46.05%)
[2025-10-13T23:54:52.050911] [INFO ] [FORECASTER] Completed predict_future for CXT
[2025-10-13T23:54:52.051059] [INFO ] [sig       ] CXT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:52.194312] [INFO ] [LOCAL     ] Saved forecast: CXT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CXT.txt
[2025-10-13T23:54:52.194552] [INFO ] [sig       ] [466/1810] Completed CXT in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:52.194595] [INFO ] [sig       ] [467/1810] Forecasting CXW...
[2025-10-13T23:54:52.194626] [INFO ] [sig       ] Generating forecast for: CXW
[2025-10-13T23:54:52.194697] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CXW' from 'https://tdm.silogroup.org/data/derivative_storage/CXW.csv'.
[2025-10-13T23:54:52.203817] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CXW'.
[2025-10-13T23:54:52.204113] [INFO ] [FORECASTER] Starting predict_future for CXW
[2025-10-13T23:54:52.229360] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:52.230083] [DEBUG] [LOCAL     ] No optimal features file found for CXW: ./output/feature-sets/CXW.txt
[2025-10-13T23:54:52.230138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:52.230172] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:52.230200] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:52.230256] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:52.248345] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:52.249221] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:52.249312] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:52.249348] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:52.291709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:52.291883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:52.291928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:52.291959] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:52.295502] [DEBUG] [FORECASTER] CXW: Forecast T+1@11:T+2@11: DOWN (p=15.77%)
[2025-10-13T23:54:52.295834] [INFO ] [FORECASTER] Completed predict_future for CXW
[2025-10-13T23:54:52.295980] [INFO ] [sig       ] CXW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:52.436720] [INFO ] [LOCAL     ] Saved forecast: CXW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CXW.txt
[2025-10-13T23:54:52.436935] [INFO ] [sig       ] [467/1810] Completed CXW in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:52.436978] [INFO ] [sig       ] [468/1810] Forecasting CYH...
[2025-10-13T23:54:52.437009] [INFO ] [sig       ] Generating forecast for: CYH
[2025-10-13T23:54:52.437041] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'CYH' from 'https://tdm.silogroup.org/data/derivative_storage/CYH.csv'.
[2025-10-13T23:54:52.446615] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'CYH'.
[2025-10-13T23:54:52.446933] [INFO ] [FORECASTER] Starting predict_future for CYH
[2025-10-13T23:54:52.476673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:52.477862] [DEBUG] [LOCAL     ] No optimal features file found for CYH: ./output/feature-sets/CYH.txt
[2025-10-13T23:54:52.477936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:52.477989] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:52.478039] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:52.478132] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:52.502339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:52.503185] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:52.503268] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:52.503302] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:52.545579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:52.545786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:52.545837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:52.545868] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:52.549379] [DEBUG] [FORECASTER] CYH: Forecast T+1@11:T+2@11: DOWN (p=12.13%)
[2025-10-13T23:54:52.549681] [INFO ] [FORECASTER] Completed predict_future for CYH
[2025-10-13T23:54:52.549840] [INFO ] [sig       ] CYH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:52.694388] [INFO ] [LOCAL     ] Saved forecast: CYH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/CYH.txt
[2025-10-13T23:54:52.694705] [INFO ] [sig       ] [468/1810] Completed CYH in 0.3s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:52.694766] [INFO ] [sig       ] [469/1810] Forecasting D...
[2025-10-13T23:54:52.694802] [INFO ] [sig       ] Generating forecast for: D
[2025-10-13T23:54:52.694836] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'D' from 'https://tdm.silogroup.org/data/derivative_storage/D.csv'.
[2025-10-13T23:54:52.704613] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'D'.
[2025-10-13T23:54:52.705013] [INFO ] [FORECASTER] Starting predict_future for D
[2025-10-13T23:54:52.731447] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:52.732449] [DEBUG] [LOCAL     ] No optimal features file found for D: ./output/feature-sets/D.txt
[2025-10-13T23:54:52.732505] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:52.732539] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:52.732567] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:52.732624] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:52.749816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:52.750436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:52.750519] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:52.750552] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:52.794028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:52.794136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:52.794173] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:52.794202] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:52.799252] [DEBUG] [FORECASTER] D: Forecast T+1@11:T+2@11: DOWN (p=31.56%)
[2025-10-13T23:54:52.799497] [INFO ] [FORECASTER] Completed predict_future for D
[2025-10-13T23:54:52.799628] [INFO ] [sig       ] D: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:52.938768] [INFO ] [LOCAL     ] Saved forecast: D	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/D.txt
[2025-10-13T23:54:52.939001] [INFO ] [sig       ] [469/1810] Completed D in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:52.939044] [INFO ] [sig       ] [470/1810] Forecasting DAC...
[2025-10-13T23:54:52.939075] [INFO ] [sig       ] Generating forecast for: DAC
[2025-10-13T23:54:52.939107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAC' from 'https://tdm.silogroup.org/data/derivative_storage/DAC.csv'.
[2025-10-13T23:54:52.948273] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAC'.
[2025-10-13T23:54:52.948580] [INFO ] [FORECASTER] Starting predict_future for DAC
[2025-10-13T23:54:52.973113] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:52.973811] [DEBUG] [LOCAL     ] No optimal features file found for DAC: ./output/feature-sets/DAC.txt
[2025-10-13T23:54:52.973865] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:52.973898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:52.973926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:52.973982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:52.991009] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:52.991539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:52.991617] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:52.991681] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:53.032444] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:53.032531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:53.032567] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:53.032596] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:53.035726] [DEBUG] [FORECASTER] DAC: Forecast T+1@11:T+2@11: UP (p=54.30%)
[2025-10-13T23:54:53.036008] [INFO ] [FORECASTER] Completed predict_future for DAC
[2025-10-13T23:54:53.036143] [INFO ] [sig       ] DAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:53.177316] [INFO ] [LOCAL     ] Saved forecast: DAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAC.txt
[2025-10-13T23:54:53.177595] [INFO ] [sig       ] [470/1810] Completed DAC in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:53.177679] [INFO ] [sig       ] [471/1810] Forecasting DAL...
[2025-10-13T23:54:53.177739] [INFO ] [sig       ] Generating forecast for: DAL
[2025-10-13T23:54:53.177776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAL' from 'https://tdm.silogroup.org/data/derivative_storage/DAL.csv'.
[2025-10-13T23:54:53.186808] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAL'.
[2025-10-13T23:54:53.187085] [INFO ] [FORECASTER] Starting predict_future for DAL
[2025-10-13T23:54:53.211902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:53.212622] [DEBUG] [LOCAL     ] No optimal features file found for DAL: ./output/feature-sets/DAL.txt
[2025-10-13T23:54:53.212704] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:53.212747] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:53.212778] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:53.212837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:53.230138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:53.230705] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:53.230785] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:53.230820] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:53.272527] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:53.272675] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:53.272732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:53.272764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:53.275990] [DEBUG] [FORECASTER] DAL: Forecast T+1@11:T+2@11: UP (p=99.38%)
[2025-10-13T23:54:53.276247] [INFO ] [FORECASTER] Completed predict_future for DAL
[2025-10-13T23:54:53.276386] [INFO ] [sig       ] DAL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:53.415185] [INFO ] [LOCAL     ] Saved forecast: DAL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAL.txt
[2025-10-13T23:54:53.415390] [INFO ] [sig       ] [471/1810] Completed DAL in 0.2s | 4.14 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:53.415431] [INFO ] [sig       ] [472/1810] Forecasting DAN...
[2025-10-13T23:54:53.415461] [INFO ] [sig       ] Generating forecast for: DAN
[2025-10-13T23:54:53.415493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAN' from 'https://tdm.silogroup.org/data/derivative_storage/DAN.csv'.
[2025-10-13T23:54:53.424584] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAN'.
[2025-10-13T23:54:53.424894] [INFO ] [FORECASTER] Starting predict_future for DAN
[2025-10-13T23:54:53.449401] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:53.450119] [DEBUG] [LOCAL     ] No optimal features file found for DAN: ./output/feature-sets/DAN.txt
[2025-10-13T23:54:53.450173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:53.450206] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:53.450234] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:53.450291] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:53.470771] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:53.471539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:53.471630] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:53.471707] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:53.513173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:53.513313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:53.513356] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:53.513387] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:53.516835] [DEBUG] [FORECASTER] DAN: Forecast T+1@11:T+2@11: UP (p=99.01%)
[2025-10-13T23:54:53.517113] [INFO ] [FORECASTER] Completed predict_future for DAN
[2025-10-13T23:54:53.517257] [INFO ] [sig       ] DAN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:53.660236] [INFO ] [LOCAL     ] Saved forecast: DAN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAN.txt
[2025-10-13T23:54:53.660493] [INFO ] [sig       ] [472/1810] Completed DAN in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:53.660535] [INFO ] [sig       ] [473/1810] Forecasting DAR...
[2025-10-13T23:54:53.660565] [INFO ] [sig       ] Generating forecast for: DAR
[2025-10-13T23:54:53.660597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAR' from 'https://tdm.silogroup.org/data/derivative_storage/DAR.csv'.
[2025-10-13T23:54:53.670599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAR'.
[2025-10-13T23:54:53.670902] [INFO ] [FORECASTER] Starting predict_future for DAR
[2025-10-13T23:54:53.696284] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:53.697064] [DEBUG] [LOCAL     ] No optimal features file found for DAR: ./output/feature-sets/DAR.txt
[2025-10-13T23:54:53.697120] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:53.697154] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:53.697184] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:53.697242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:53.714699] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:53.715252] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:53.715333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:53.715368] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:53.759900] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:53.759988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:53.760025] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:53.760055] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:53.763133] [DEBUG] [FORECASTER] DAR: Forecast T+1@11:T+2@11: UP (p=83.24%)
[2025-10-13T23:54:53.763387] [INFO ] [FORECASTER] Completed predict_future for DAR
[2025-10-13T23:54:53.763519] [INFO ] [sig       ] DAR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:53.903472] [INFO ] [LOCAL     ] Saved forecast: DAR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAR.txt
[2025-10-13T23:54:53.903741] [INFO ] [sig       ] [473/1810] Completed DAR in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:53.903803] [INFO ] [sig       ] [474/1810] Forecasting DAVA...
[2025-10-13T23:54:53.903837] [INFO ] [sig       ] Generating forecast for: DAVA
[2025-10-13T23:54:53.903870] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAVA' from 'https://tdm.silogroup.org/data/derivative_storage/DAVA.csv'.
[2025-10-13T23:54:53.913482] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAVA'.
[2025-10-13T23:54:53.913778] [INFO ] [FORECASTER] Starting predict_future for DAVA
[2025-10-13T23:54:53.938765] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:53.939444] [DEBUG] [LOCAL     ] No optimal features file found for DAVA: ./output/feature-sets/DAVA.txt
[2025-10-13T23:54:53.939500] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:53.939534] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:53.939564] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:53.939621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:53.957481] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:53.958134] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:53.958216] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:53.958250] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:54.003441] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:54.003539] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:54.003575] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:54.003604] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:54.006821] [DEBUG] [FORECASTER] DAVA: Forecast T+1@11:T+2@11: UP (p=99.27%)
[2025-10-13T23:54:54.007095] [INFO ] [FORECASTER] Completed predict_future for DAVA
[2025-10-13T23:54:54.007232] [INFO ] [sig       ] DAVA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:54.152408] [INFO ] [LOCAL     ] Saved forecast: DAVA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAVA.txt
[2025-10-13T23:54:54.152803] [INFO ] [sig       ] [474/1810] Completed DAVA in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:54.152866] [INFO ] [sig       ] [475/1810] Forecasting DAY...
[2025-10-13T23:54:54.152900] [INFO ] [sig       ] Generating forecast for: DAY
[2025-10-13T23:54:54.152932] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DAY' from 'https://tdm.silogroup.org/data/derivative_storage/DAY.csv'.
[2025-10-13T23:54:54.162193] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DAY'.
[2025-10-13T23:54:54.162479] [INFO ] [FORECASTER] Starting predict_future for DAY
[2025-10-13T23:54:54.187705] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:54.188452] [DEBUG] [LOCAL     ] No optimal features file found for DAY: ./output/feature-sets/DAY.txt
[2025-10-13T23:54:54.188505] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:54.188538] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:54.188565] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:54.188621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:54.205743] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:54.206377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:54.206461] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:54.206496] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:54.255835] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:54.256093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:54.256160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:54.256217] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:54.260000] [DEBUG] [FORECASTER] DAY: Forecast T+1@11:T+2@11: UP (p=62.94%)
[2025-10-13T23:54:54.260287] [INFO ] [FORECASTER] Completed predict_future for DAY
[2025-10-13T23:54:54.260432] [INFO ] [sig       ] DAY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:54.402935] [INFO ] [LOCAL     ] Saved forecast: DAY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DAY.txt
[2025-10-13T23:54:54.403195] [INFO ] [sig       ] [475/1810] Completed DAY in 0.3s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:54.403240] [INFO ] [sig       ] [476/1810] Forecasting DB...
[2025-10-13T23:54:54.403271] [INFO ] [sig       ] Generating forecast for: DB
[2025-10-13T23:54:54.403303] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DB' from 'https://tdm.silogroup.org/data/derivative_storage/DB.csv'.
[2025-10-13T23:54:54.413369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DB'.
[2025-10-13T23:54:54.413692] [INFO ] [FORECASTER] Starting predict_future for DB
[2025-10-13T23:54:54.438809] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:54.439688] [DEBUG] [LOCAL     ] No optimal features file found for DB: ./output/feature-sets/DB.txt
[2025-10-13T23:54:54.439764] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:54.439799] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:54.439828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:54.439884] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:54.456937] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:54.457520] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:54.457605] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:54.457640] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:54.501161] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:54.501305] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:54.501344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:54.501372] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:54.504732] [DEBUG] [FORECASTER] DB: Forecast T+1@11:T+2@11: DOWN (p=43.27%)
[2025-10-13T23:54:54.505000] [INFO ] [FORECASTER] Completed predict_future for DB
[2025-10-13T23:54:54.505131] [INFO ] [sig       ] DB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:54.648184] [INFO ] [LOCAL     ] Saved forecast: DB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DB.txt
[2025-10-13T23:54:54.648412] [INFO ] [sig       ] [476/1810] Completed DB in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:54.648455] [INFO ] [sig       ] [477/1810] Forecasting DBI...
[2025-10-13T23:54:54.648487] [INFO ] [sig       ] Generating forecast for: DBI
[2025-10-13T23:54:54.648521] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBI' from 'https://tdm.silogroup.org/data/derivative_storage/DBI.csv'.
[2025-10-13T23:54:54.657814] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBI'.
[2025-10-13T23:54:54.658113] [INFO ] [FORECASTER] Starting predict_future for DBI
[2025-10-13T23:54:54.683170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:54.683882] [DEBUG] [LOCAL     ] No optimal features file found for DBI: ./output/feature-sets/DBI.txt
[2025-10-13T23:54:54.683937] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:54.683974] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:54.684003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:54.684060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:54.701556] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:54.702164] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:54.702246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:54.702279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:54.744887] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:54.745012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:54.745057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:54.745086] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:54.748310] [DEBUG] [FORECASTER] DBI: Forecast T+1@11:T+2@11: DOWN (p=35.35%)
[2025-10-13T23:54:54.748567] [INFO ] [FORECASTER] Completed predict_future for DBI
[2025-10-13T23:54:54.748735] [INFO ] [sig       ] DBI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:54.888760] [INFO ] [LOCAL     ] Saved forecast: DBI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DBI.txt
[2025-10-13T23:54:54.888986] [INFO ] [sig       ] [477/1810] Completed DBI in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:54.889035] [INFO ] [sig       ] [478/1810] Forecasting DBL...
[2025-10-13T23:54:54.889066] [INFO ] [sig       ] Generating forecast for: DBL
[2025-10-13T23:54:54.889107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBL' from 'https://tdm.silogroup.org/data/derivative_storage/DBL.csv'.
[2025-10-13T23:54:54.898244] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBL'.
[2025-10-13T23:54:54.898515] [INFO ] [FORECASTER] Starting predict_future for DBL
[2025-10-13T23:54:54.923176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:54.923902] [DEBUG] [LOCAL     ] No optimal features file found for DBL: ./output/feature-sets/DBL.txt
[2025-10-13T23:54:54.923957] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:54.923990] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:54.924019] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:54.924076] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:54.941610] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:54.942181] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:54.942263] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:54.942296] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:54.987128] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:54.987222] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:54.987259] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:54.987289] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:54.990423] [DEBUG] [FORECASTER] DBL: Forecast T+1@11:T+2@11: UP (p=87.25%)
[2025-10-13T23:54:54.990705] [INFO ] [FORECASTER] Completed predict_future for DBL
[2025-10-13T23:54:54.990850] [INFO ] [sig       ] DBL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:55.137895] [INFO ] [LOCAL     ] Saved forecast: DBL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DBL.txt
[2025-10-13T23:54:55.138158] [INFO ] [sig       ] [478/1810] Completed DBL in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:55.138210] [INFO ] [sig       ] [479/1810] Forecasting DBRG...
[2025-10-13T23:54:55.138242] [INFO ] [sig       ] Generating forecast for: DBRG
[2025-10-13T23:54:55.138274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DBRG' from 'https://tdm.silogroup.org/data/derivative_storage/DBRG.csv'.
[2025-10-13T23:54:55.147813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DBRG'.
[2025-10-13T23:54:55.148141] [INFO ] [FORECASTER] Starting predict_future for DBRG
[2025-10-13T23:54:55.175156] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:55.175925] [DEBUG] [LOCAL     ] No optimal features file found for DBRG: ./output/feature-sets/DBRG.txt
[2025-10-13T23:54:55.175995] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:55.176111] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:55.176156] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:55.176262] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:55.195187] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:55.195801] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:55.195882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:55.195924] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:55.244352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:55.244465] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:55.244505] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:55.244535] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:55.248080] [DEBUG] [FORECASTER] DBRG: Forecast T+1@11:T+2@11: DOWN (p=46.07%)
[2025-10-13T23:54:55.248375] [INFO ] [FORECASTER] Completed predict_future for DBRG
[2025-10-13T23:54:55.248517] [INFO ] [sig       ] DBRG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:55.398200] [INFO ] [LOCAL     ] Saved forecast: DBRG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DBRG.txt
[2025-10-13T23:54:55.398406] [INFO ] [sig       ] [479/1810] Completed DBRG in 0.3s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:55.398448] [INFO ] [sig       ] [480/1810] Forecasting DCI...
[2025-10-13T23:54:55.398479] [INFO ] [sig       ] Generating forecast for: DCI
[2025-10-13T23:54:55.398511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DCI' from 'https://tdm.silogroup.org/data/derivative_storage/DCI.csv'.
[2025-10-13T23:54:55.408219] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DCI'.
[2025-10-13T23:54:55.408493] [INFO ] [FORECASTER] Starting predict_future for DCI
[2025-10-13T23:54:55.433981] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:55.434717] [DEBUG] [LOCAL     ] No optimal features file found for DCI: ./output/feature-sets/DCI.txt
[2025-10-13T23:54:55.434774] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:55.434809] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:55.434838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:55.434894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:55.452378] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:55.452950] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:55.453030] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:55.453065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:55.497694] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:55.497789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:55.497825] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:55.497854] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:55.500907] [DEBUG] [FORECASTER] DCI: Forecast T+1@11:T+2@11: UP (p=86.17%)
[2025-10-13T23:54:55.501162] [INFO ] [FORECASTER] Completed predict_future for DCI
[2025-10-13T23:54:55.501295] [INFO ] [sig       ] DCI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:55.644609] [INFO ] [LOCAL     ] Saved forecast: DCI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DCI.txt
[2025-10-13T23:54:55.644843] [INFO ] [sig       ] [480/1810] Completed DCI in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:55.644893] [INFO ] [sig       ] [481/1810] Forecasting DCO...
[2025-10-13T23:54:55.644931] [INFO ] [sig       ] Generating forecast for: DCO
[2025-10-13T23:54:55.644970] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DCO' from 'https://tdm.silogroup.org/data/derivative_storage/DCO.csv'.
[2025-10-13T23:54:55.654131] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DCO'.
[2025-10-13T23:54:55.654402] [INFO ] [FORECASTER] Starting predict_future for DCO
[2025-10-13T23:54:55.680215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:55.680981] [DEBUG] [LOCAL     ] No optimal features file found for DCO: ./output/feature-sets/DCO.txt
[2025-10-13T23:54:55.681048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:55.681090] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:55.681121] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:55.681194] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:55.698857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:55.699387] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:55.699483] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:55.699518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:55.741380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:55.741470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:55.741506] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:55.741534] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:55.744620] [DEBUG] [FORECASTER] DCO: Forecast T+1@11:T+2@11: UP (p=78.56%)
[2025-10-13T23:54:55.744898] [INFO ] [FORECASTER] Completed predict_future for DCO
[2025-10-13T23:54:55.745043] [INFO ] [sig       ] DCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:55.889072] [INFO ] [LOCAL     ] Saved forecast: DCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DCO.txt
[2025-10-13T23:54:55.889295] [INFO ] [sig       ] [481/1810] Completed DCO in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:55.889338] [INFO ] [sig       ] [482/1810] Forecasting DD...
[2025-10-13T23:54:55.889368] [INFO ] [sig       ] Generating forecast for: DD
[2025-10-13T23:54:55.889399] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DD' from 'https://tdm.silogroup.org/data/derivative_storage/DD.csv'.
[2025-10-13T23:54:55.899572] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DD'.
[2025-10-13T23:54:55.899880] [INFO ] [FORECASTER] Starting predict_future for DD
[2025-10-13T23:54:55.924595] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:55.925338] [DEBUG] [LOCAL     ] No optimal features file found for DD: ./output/feature-sets/DD.txt
[2025-10-13T23:54:55.925399] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:55.925432] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:55.925459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:55.925522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:55.942881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:55.943466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:55.943547] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:55.943580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:55.991004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:55.991139] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:55.991176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:55.991210] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:55.994517] [DEBUG] [FORECASTER] DD: Forecast T+1@11:T+2@11: UP (p=66.69%)
[2025-10-13T23:54:55.994816] [INFO ] [FORECASTER] Completed predict_future for DD
[2025-10-13T23:54:55.994969] [INFO ] [sig       ] DD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:56.136292] [INFO ] [LOCAL     ] Saved forecast: DD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DD.txt
[2025-10-13T23:54:56.136487] [INFO ] [sig       ] [482/1810] Completed DD in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:56.136529] [INFO ] [sig       ] [483/1810] Forecasting DDD...
[2025-10-13T23:54:56.136560] [INFO ] [sig       ] Generating forecast for: DDD
[2025-10-13T23:54:56.136592] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDD' from 'https://tdm.silogroup.org/data/derivative_storage/DDD.csv'.
[2025-10-13T23:54:56.146678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDD'.
[2025-10-13T23:54:56.146948] [INFO ] [FORECASTER] Starting predict_future for DDD
[2025-10-13T23:54:56.172139] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:56.172971] [DEBUG] [LOCAL     ] No optimal features file found for DDD: ./output/feature-sets/DDD.txt
[2025-10-13T23:54:56.173052] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:56.173087] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:56.173115] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:56.173171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:56.190134] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:56.190690] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:56.190774] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:56.190808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:56.232615] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:56.232904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:56.232949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:56.232984] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:56.236221] [DEBUG] [FORECASTER] DDD: Forecast T+1@11:T+2@11: DOWN (p=47.62%)
[2025-10-13T23:54:56.236480] [INFO ] [FORECASTER] Completed predict_future for DDD
[2025-10-13T23:54:56.236621] [INFO ] [sig       ] DDD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:56.377078] [INFO ] [LOCAL     ] Saved forecast: DDD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DDD.txt
[2025-10-13T23:54:56.377280] [INFO ] [sig       ] [483/1810] Completed DDD in 0.2s | 4.13 sym/s | Total: 1.9m | ETA: 5.4m
[2025-10-13T23:54:56.377321] [INFO ] [sig       ] [484/1810] Forecasting DDL...
[2025-10-13T23:54:56.377351] [INFO ] [sig       ] Generating forecast for: DDL
[2025-10-13T23:54:56.377384] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDL' from 'https://tdm.silogroup.org/data/derivative_storage/DDL.csv'.
[2025-10-13T23:54:56.386356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDL'.
[2025-10-13T23:54:56.386617] [INFO ] [FORECASTER] Starting predict_future for DDL
[2025-10-13T23:54:56.411512] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:56.412221] [DEBUG] [LOCAL     ] No optimal features file found for DDL: ./output/feature-sets/DDL.txt
[2025-10-13T23:54:56.412276] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:56.412309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:56.412337] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:56.412394] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:56.429934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:56.430476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:56.430556] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:56.430589] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:56.471744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:56.471823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:56.471862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:56.471892] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:56.474959] [DEBUG] [FORECASTER] DDL: Forecast T+1@11:T+2@11: UP (p=68.94%)
[2025-10-13T23:54:56.475230] [INFO ] [FORECASTER] Completed predict_future for DDL
[2025-10-13T23:54:56.475367] [INFO ] [sig       ] DDL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:56.622855] [INFO ] [LOCAL     ] Saved forecast: DDL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DDL.txt
[2025-10-13T23:54:56.623062] [INFO ] [sig       ] [484/1810] Completed DDL in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:56.623104] [INFO ] [sig       ] [485/1810] Forecasting DDS...
[2025-10-13T23:54:56.623134] [INFO ] [sig       ] Generating forecast for: DDS
[2025-10-13T23:54:56.623166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDS' from 'https://tdm.silogroup.org/data/derivative_storage/DDS.csv'.
[2025-10-13T23:54:56.634938] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDS'.
[2025-10-13T23:54:56.635482] [INFO ] [FORECASTER] Starting predict_future for DDS
[2025-10-13T23:54:56.664987] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:56.665952] [DEBUG] [LOCAL     ] No optimal features file found for DDS: ./output/feature-sets/DDS.txt
[2025-10-13T23:54:56.666010] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:56.666045] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:56.666074] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:56.666133] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:56.683360] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:56.684020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:56.684109] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:56.684144] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:56.727868] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:56.727966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:56.728009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:56.728038] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:56.731367] [DEBUG] [FORECASTER] DDS: Forecast T+1@11:T+2@11: DOWN (p=4.18%)
[2025-10-13T23:54:56.731635] [INFO ] [FORECASTER] Completed predict_future for DDS
[2025-10-13T23:54:56.731862] [INFO ] [sig       ] DDS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:56.871905] [INFO ] [LOCAL     ] Saved forecast: DDS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DDS.txt
[2025-10-13T23:54:56.872223] [INFO ] [sig       ] [485/1810] Completed DDS in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:56.872267] [INFO ] [sig       ] [486/1810] Forecasting DDT...
[2025-10-13T23:54:56.872298] [INFO ] [sig       ] Generating forecast for: DDT
[2025-10-13T23:54:56.872337] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DDT' from 'https://tdm.silogroup.org/data/derivative_storage/DDT.csv'.
[2025-10-13T23:54:56.882238] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DDT'.
[2025-10-13T23:54:56.882599] [INFO ] [FORECASTER] Starting predict_future for DDT
[2025-10-13T23:54:56.907461] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:56.908192] [DEBUG] [LOCAL     ] No optimal features file found for DDT: ./output/feature-sets/DDT.txt
[2025-10-13T23:54:56.908247] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:56.908280] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:56.908307] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:56.908366] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:56.925531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:56.926112] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:56.926193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:56.926226] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:56.968612] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:56.968782] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:56.968827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:56.968856] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:56.972576] [DEBUG] [FORECASTER] DDT: Forecast T+1@11:T+2@11: UP (p=86.36%)
[2025-10-13T23:54:56.972901] [INFO ] [FORECASTER] Completed predict_future for DDT
[2025-10-13T23:54:56.973123] [INFO ] [sig       ] DDT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:57.118767] [INFO ] [LOCAL     ] Saved forecast: DDT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DDT.txt
[2025-10-13T23:54:57.119005] [INFO ] [sig       ] [486/1810] Completed DDT in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:57.119050] [INFO ] [sig       ] [487/1810] Forecasting DE...
[2025-10-13T23:54:57.119082] [INFO ] [sig       ] Generating forecast for: DE
[2025-10-13T23:54:57.119116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DE' from 'https://tdm.silogroup.org/data/derivative_storage/DE.csv'.
[2025-10-13T23:54:57.128818] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DE'.
[2025-10-13T23:54:57.129121] [INFO ] [FORECASTER] Starting predict_future for DE
[2025-10-13T23:54:57.154689] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:57.155389] [DEBUG] [LOCAL     ] No optimal features file found for DE: ./output/feature-sets/DE.txt
[2025-10-13T23:54:57.155445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:57.155480] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:57.155510] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:57.155567] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:57.173396] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:57.174003] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:57.174090] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:57.174125] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:57.216885] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:57.217001] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:57.217041] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:57.217073] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:57.220408] [DEBUG] [FORECASTER] DE: Forecast T+1@11:T+2@11: UP (p=96.31%)
[2025-10-13T23:54:57.220701] [INFO ] [FORECASTER] Completed predict_future for DE
[2025-10-13T23:54:57.220851] [INFO ] [sig       ] DE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:57.362261] [INFO ] [LOCAL     ] Saved forecast: DE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DE.txt
[2025-10-13T23:54:57.362494] [INFO ] [sig       ] [487/1810] Completed DE in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:57.362536] [INFO ] [sig       ] [488/1810] Forecasting DEA...
[2025-10-13T23:54:57.362566] [INFO ] [sig       ] Generating forecast for: DEA
[2025-10-13T23:54:57.362598] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEA' from 'https://tdm.silogroup.org/data/derivative_storage/DEA.csv'.
[2025-10-13T23:54:57.372146] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEA'.
[2025-10-13T23:54:57.372509] [INFO ] [FORECASTER] Starting predict_future for DEA
[2025-10-13T23:54:57.398357] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:57.399099] [DEBUG] [LOCAL     ] No optimal features file found for DEA: ./output/feature-sets/DEA.txt
[2025-10-13T23:54:57.399159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:57.399192] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:57.399219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:57.399277] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:57.416774] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:57.417341] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:57.417423] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:57.417456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:57.463098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:57.463261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:57.463305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:57.463337] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:57.467369] [DEBUG] [FORECASTER] DEA: Forecast T+1@11:T+2@11: UP (p=95.78%)
[2025-10-13T23:54:57.467795] [INFO ] [FORECASTER] Completed predict_future for DEA
[2025-10-13T23:54:57.467979] [INFO ] [sig       ] DEA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:57.641137] [INFO ] [LOCAL     ] Saved forecast: DEA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DEA.txt
[2025-10-13T23:54:57.641385] [INFO ] [sig       ] [488/1810] Completed DEA in 0.3s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:57.641431] [INFO ] [sig       ] [489/1810] Forecasting DEC...
[2025-10-13T23:54:57.641463] [INFO ] [sig       ] Generating forecast for: DEC
[2025-10-13T23:54:57.641498] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEC' from 'https://tdm.silogroup.org/data/derivative_storage/DEC.csv'.
[2025-10-13T23:54:57.651791] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEC'.
[2025-10-13T23:54:57.652147] [INFO ] [FORECASTER] Starting predict_future for DEC
[2025-10-13T23:54:57.679069] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:57.679884] [DEBUG] [LOCAL     ] No optimal features file found for DEC: ./output/feature-sets/DEC.txt
[2025-10-13T23:54:57.679940] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:57.679977] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:57.680005] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:57.680062] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:57.699580] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:57.700372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:57.700457] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:57.700493] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:57.750265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:57.750416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:57.750459] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:57.750489] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:57.754163] [DEBUG] [FORECASTER] DEC: Forecast T+1@11:T+2@11: UP (p=87.39%)
[2025-10-13T23:54:57.754482] [INFO ] [FORECASTER] Completed predict_future for DEC
[2025-10-13T23:54:57.754638] [INFO ] [sig       ] DEC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:57.903077] [INFO ] [LOCAL     ] Saved forecast: DEC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DEC.txt
[2025-10-13T23:54:57.903358] [INFO ] [sig       ] [489/1810] Completed DEC in 0.3s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:57.903401] [INFO ] [sig       ] [490/1810] Forecasting DECK...
[2025-10-13T23:54:57.903431] [INFO ] [sig       ] Generating forecast for: DECK
[2025-10-13T23:54:57.903464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DECK' from 'https://tdm.silogroup.org/data/derivative_storage/DECK.csv'.
[2025-10-13T23:54:57.912922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DECK'.
[2025-10-13T23:54:57.913241] [INFO ] [FORECASTER] Starting predict_future for DECK
[2025-10-13T23:54:57.937893] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:57.938676] [DEBUG] [LOCAL     ] No optimal features file found for DECK: ./output/feature-sets/DECK.txt
[2025-10-13T23:54:57.938735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:57.938787] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:57.938818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:57.938874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:57.956211] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:57.956794] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:57.956876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:57.956910] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:58.005217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:58.005314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:58.005351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:58.005379] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:58.008551] [DEBUG] [FORECASTER] DECK: Forecast T+1@11:T+2@11: UP (p=63.28%)
[2025-10-13T23:54:58.008837] [INFO ] [FORECASTER] Completed predict_future for DECK
[2025-10-13T23:54:58.008978] [INFO ] [sig       ] DECK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:58.149528] [INFO ] [LOCAL     ] Saved forecast: DECK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DECK.txt
[2025-10-13T23:54:58.149814] [INFO ] [sig       ] [490/1810] Completed DECK in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:58.149888] [INFO ] [sig       ] [491/1810] Forecasting DEI...
[2025-10-13T23:54:58.149940] [INFO ] [sig       ] Generating forecast for: DEI
[2025-10-13T23:54:58.149987] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEI' from 'https://tdm.silogroup.org/data/derivative_storage/DEI.csv'.
[2025-10-13T23:54:58.160581] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEI'.
[2025-10-13T23:54:58.160944] [INFO ] [FORECASTER] Starting predict_future for DEI
[2025-10-13T23:54:58.188104] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:58.188887] [DEBUG] [LOCAL     ] No optimal features file found for DEI: ./output/feature-sets/DEI.txt
[2025-10-13T23:54:58.188943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:58.188978] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:58.189010] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:58.189069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:58.206040] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:58.206563] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:58.206662] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:58.206717] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:58.252714] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:58.252857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:58.252915] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:58.252956] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:58.256297] [DEBUG] [FORECASTER] DEI: Forecast T+1@11:T+2@11: DOWN (p=8.61%)
[2025-10-13T23:54:58.256560] [INFO ] [FORECASTER] Completed predict_future for DEI
[2025-10-13T23:54:58.256738] [INFO ] [sig       ] DEI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:58.397772] [INFO ] [LOCAL     ] Saved forecast: DEI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DEI.txt
[2025-10-13T23:54:58.398065] [INFO ] [sig       ] [491/1810] Completed DEI in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:58.398109] [INFO ] [sig       ] [492/1810] Forecasting DELL...
[2025-10-13T23:54:58.398139] [INFO ] [sig       ] Generating forecast for: DELL
[2025-10-13T23:54:58.398170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DELL' from 'https://tdm.silogroup.org/data/derivative_storage/DELL.csv'.
[2025-10-13T23:54:58.408603] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DELL'.
[2025-10-13T23:54:58.409080] [INFO ] [FORECASTER] Starting predict_future for DELL
[2025-10-13T23:54:58.436738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:58.437573] [DEBUG] [LOCAL     ] No optimal features file found for DELL: ./output/feature-sets/DELL.txt
[2025-10-13T23:54:58.437632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:58.437749] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:58.437788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:58.437848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:58.456684] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:58.457360] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:58.457444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:58.457479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:58.501151] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:58.501285] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:58.501327] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:58.501356] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:58.504793] [DEBUG] [FORECASTER] DELL: Forecast T+1@11:T+2@11: UP (p=89.91%)
[2025-10-13T23:54:58.505062] [INFO ] [FORECASTER] Completed predict_future for DELL
[2025-10-13T23:54:58.505202] [INFO ] [sig       ] DELL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:58.652464] [INFO ] [LOCAL     ] Saved forecast: DELL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DELL.txt
[2025-10-13T23:54:58.652763] [INFO ] [sig       ] [492/1810] Completed DELL in 0.3s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:58.652827] [INFO ] [sig       ] [493/1810] Forecasting DEO...
[2025-10-13T23:54:58.652861] [INFO ] [sig       ] Generating forecast for: DEO
[2025-10-13T23:54:58.652894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DEO' from 'https://tdm.silogroup.org/data/derivative_storage/DEO.csv'.
[2025-10-13T23:54:58.663248] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DEO'.
[2025-10-13T23:54:58.663663] [INFO ] [FORECASTER] Starting predict_future for DEO
[2025-10-13T23:54:58.688460] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:58.689211] [DEBUG] [LOCAL     ] No optimal features file found for DEO: ./output/feature-sets/DEO.txt
[2025-10-13T23:54:58.689266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:58.689299] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:58.689327] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:58.689384] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:58.706064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:58.706584] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:58.706682] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:58.706736] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:58.740123] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:58.740296] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:58.740338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:58.740368] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:58.743782] [DEBUG] [FORECASTER] DEO: Forecast T+1@11:T+2@11: DOWN (p=29.04%)
[2025-10-13T23:54:58.744050] [INFO ] [FORECASTER] Completed predict_future for DEO
[2025-10-13T23:54:58.744182] [INFO ] [sig       ] DEO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:58.882921] [INFO ] [LOCAL     ] Saved forecast: DEO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DEO.txt
[2025-10-13T23:54:58.883155] [INFO ] [sig       ] [493/1810] Completed DEO in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:58.883196] [INFO ] [sig       ] [494/1810] Forecasting DFH...
[2025-10-13T23:54:58.883225] [INFO ] [sig       ] Generating forecast for: DFH
[2025-10-13T23:54:58.883258] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFH' from 'https://tdm.silogroup.org/data/derivative_storage/DFH.csv'.
[2025-10-13T23:54:58.892745] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFH'.
[2025-10-13T23:54:58.893039] [INFO ] [FORECASTER] Starting predict_future for DFH
[2025-10-13T23:54:58.917876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:58.918553] [DEBUG] [LOCAL     ] No optimal features file found for DFH: ./output/feature-sets/DFH.txt
[2025-10-13T23:54:58.918608] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:58.918662] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:58.918718] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:58.918781] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:58.936148] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:58.936862] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:58.936950] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:58.936985] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:58.981238] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:58.981319] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:58.981355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:58.981384] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:58.984464] [DEBUG] [FORECASTER] DFH: Forecast T+1@11:T+2@11: DOWN (p=2.96%)
[2025-10-13T23:54:58.984753] [INFO ] [FORECASTER] Completed predict_future for DFH
[2025-10-13T23:54:58.984900] [INFO ] [sig       ] DFH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:59.124336] [INFO ] [LOCAL     ] Saved forecast: DFH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DFH.txt
[2025-10-13T23:54:59.124565] [INFO ] [sig       ] [494/1810] Completed DFH in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:59.124607] [INFO ] [sig       ] [495/1810] Forecasting DFIN...
[2025-10-13T23:54:59.124636] [INFO ] [sig       ] Generating forecast for: DFIN
[2025-10-13T23:54:59.124713] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFIN' from 'https://tdm.silogroup.org/data/derivative_storage/DFIN.csv'.
[2025-10-13T23:54:59.134459] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFIN'.
[2025-10-13T23:54:59.134847] [INFO ] [FORECASTER] Starting predict_future for DFIN
[2025-10-13T23:54:59.159993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:59.160699] [DEBUG] [LOCAL     ] No optimal features file found for DFIN: ./output/feature-sets/DFIN.txt
[2025-10-13T23:54:59.160755] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:59.160788] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:59.160816] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:59.160878] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:59.178151] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:59.178804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:59.178886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:59.178921] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:59.222103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:59.222256] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:59.222298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:59.222338] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:59.225741] [DEBUG] [FORECASTER] DFIN: Forecast T+1@11:T+2@11: UP (p=93.55%)
[2025-10-13T23:54:59.226009] [INFO ] [FORECASTER] Completed predict_future for DFIN
[2025-10-13T23:54:59.226154] [INFO ] [sig       ] DFIN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:59.365922] [INFO ] [LOCAL     ] Saved forecast: DFIN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DFIN.txt
[2025-10-13T23:54:59.366176] [INFO ] [sig       ] [495/1810] Completed DFIN in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:59.366217] [INFO ] [sig       ] [496/1810] Forecasting DFP...
[2025-10-13T23:54:59.366247] [INFO ] [sig       ] Generating forecast for: DFP
[2025-10-13T23:54:59.366279] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DFP' from 'https://tdm.silogroup.org/data/derivative_storage/DFP.csv'.
[2025-10-13T23:54:59.375810] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DFP'.
[2025-10-13T23:54:59.376088] [INFO ] [FORECASTER] Starting predict_future for DFP
[2025-10-13T23:54:59.400692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:59.401413] [DEBUG] [LOCAL     ] No optimal features file found for DFP: ./output/feature-sets/DFP.txt
[2025-10-13T23:54:59.401467] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:59.401500] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:59.401527] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:59.401582] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:59.419340] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:59.420088] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:59.420171] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:59.420207] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:59.459709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:59.459796] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:59.459834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:59.459862] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:59.462879] [DEBUG] [FORECASTER] DFP: Forecast T+1@11:T+2@11: UP (p=97.32%)
[2025-10-13T23:54:59.463135] [INFO ] [FORECASTER] Completed predict_future for DFP
[2025-10-13T23:54:59.463271] [INFO ] [sig       ] DFP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:54:59.605818] [INFO ] [LOCAL     ] Saved forecast: DFP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DFP.txt
[2025-10-13T23:54:59.606033] [INFO ] [sig       ] [496/1810] Completed DFP in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:59.606078] [INFO ] [sig       ] [497/1810] Forecasting DG...
[2025-10-13T23:54:59.606110] [INFO ] [sig       ] Generating forecast for: DG
[2025-10-13T23:54:59.606141] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DG' from 'https://tdm.silogroup.org/data/derivative_storage/DG.csv'.
[2025-10-13T23:54:59.614941] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DG'.
[2025-10-13T23:54:59.615259] [INFO ] [FORECASTER] Starting predict_future for DG
[2025-10-13T23:54:59.640812] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:59.641550] [DEBUG] [LOCAL     ] No optimal features file found for DG: ./output/feature-sets/DG.txt
[2025-10-13T23:54:59.641604] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:59.641684] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:59.641735] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:59.641796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:59.659426] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:59.660013] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:59.660098] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:59.660133] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:59.702220] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:59.702309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:59.702347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:59.702376] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:59.705488] [DEBUG] [FORECASTER] DG: Forecast T+1@11:T+2@11: DOWN (p=41.92%)
[2025-10-13T23:54:59.705796] [INFO ] [FORECASTER] Completed predict_future for DG
[2025-10-13T23:54:59.705937] [INFO ] [sig       ] DG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:54:59.848461] [INFO ] [LOCAL     ] Saved forecast: DG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DG.txt
[2025-10-13T23:54:59.848719] [INFO ] [sig       ] [497/1810] Completed DG in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:54:59.848780] [INFO ] [sig       ] [498/1810] Forecasting DGX...
[2025-10-13T23:54:59.848813] [INFO ] [sig       ] Generating forecast for: DGX
[2025-10-13T23:54:59.848845] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DGX' from 'https://tdm.silogroup.org/data/derivative_storage/DGX.csv'.
[2025-10-13T23:54:59.858966] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DGX'.
[2025-10-13T23:54:59.859356] [INFO ] [FORECASTER] Starting predict_future for DGX
[2025-10-13T23:54:59.884325] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:54:59.885033] [DEBUG] [LOCAL     ] No optimal features file found for DGX: ./output/feature-sets/DGX.txt
[2025-10-13T23:54:59.885093] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:54:59.885127] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:54:59.885155] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:54:59.885211] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:54:59.902200] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:54:59.902825] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:54:59.902906] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:54:59.902940] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:54:59.946148] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:54:59.946225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:54:59.946261] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:54:59.946289] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:54:59.949402] [DEBUG] [FORECASTER] DGX: Forecast T+1@11:T+2@11: DOWN (p=9.80%)
[2025-10-13T23:54:59.949671] [INFO ] [FORECASTER] Completed predict_future for DGX
[2025-10-13T23:54:59.949855] [INFO ] [sig       ] DGX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:00.090043] [INFO ] [LOCAL     ] Saved forecast: DGX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DGX.txt
[2025-10-13T23:55:00.090323] [INFO ] [sig       ] [498/1810] Completed DGX in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:00.090383] [INFO ] [sig       ] [499/1810] Forecasting DHF...
[2025-10-13T23:55:00.090417] [INFO ] [sig       ] Generating forecast for: DHF
[2025-10-13T23:55:00.090451] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHF' from 'https://tdm.silogroup.org/data/derivative_storage/DHF.csv'.
[2025-10-13T23:55:00.100374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHF'.
[2025-10-13T23:55:00.100753] [INFO ] [FORECASTER] Starting predict_future for DHF
[2025-10-13T23:55:00.125909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:00.126564] [DEBUG] [LOCAL     ] No optimal features file found for DHF: ./output/feature-sets/DHF.txt
[2025-10-13T23:55:00.126618] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:00.126689] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:00.126738] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:00.126797] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:00.145157] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:00.145738] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:00.145823] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:00.145858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:00.183280] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:00.183388] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:00.183426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:00.183454] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:00.186612] [DEBUG] [FORECASTER] DHF: Forecast T+1@11:T+2@11: UP (p=98.03%)
[2025-10-13T23:55:00.186898] [INFO ] [FORECASTER] Completed predict_future for DHF
[2025-10-13T23:55:00.187032] [INFO ] [sig       ] DHF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:00.326204] [INFO ] [LOCAL     ] Saved forecast: DHF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DHF.txt
[2025-10-13T23:55:00.326440] [INFO ] [sig       ] [499/1810] Completed DHF in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:00.326485] [INFO ] [sig       ] [500/1810] Forecasting DHI...
[2025-10-13T23:55:00.326516] [INFO ] [sig       ] Generating forecast for: DHI
[2025-10-13T23:55:00.326549] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHI' from 'https://tdm.silogroup.org/data/derivative_storage/DHI.csv'.
[2025-10-13T23:55:00.339635] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHI'.
[2025-10-13T23:55:00.340417] [INFO ] [FORECASTER] Starting predict_future for DHI
[2025-10-13T23:55:00.371353] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:00.372234] [DEBUG] [LOCAL     ] No optimal features file found for DHI: ./output/feature-sets/DHI.txt
[2025-10-13T23:55:00.372292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:00.372329] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:00.372357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:00.372417] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:00.390747] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:00.391437] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:00.391540] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:00.391580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:00.434989] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:00.435213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:00.435262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:00.435293] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:00.439477] [DEBUG] [FORECASTER] DHI: Forecast T+1@11:T+2@11: DOWN (p=2.02%)
[2025-10-13T23:55:00.439855] [INFO ] [FORECASTER] Completed predict_future for DHI
[2025-10-13T23:55:00.440029] [INFO ] [sig       ] DHI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:00.582520] [INFO ] [LOCAL     ] Saved forecast: DHI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DHI.txt
[2025-10-13T23:55:00.582856] [INFO ] [sig       ] [500/1810] Completed DHI in 0.3s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:00.582920] [INFO ] [sig       ] [501/1810] Forecasting DHR...
[2025-10-13T23:55:00.582954] [INFO ] [sig       ] Generating forecast for: DHR
[2025-10-13T23:55:00.582988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHR' from 'https://tdm.silogroup.org/data/derivative_storage/DHR.csv'.
[2025-10-13T23:55:00.592387] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHR'.
[2025-10-13T23:55:00.592748] [INFO ] [FORECASTER] Starting predict_future for DHR
[2025-10-13T23:55:00.618912] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:00.619814] [DEBUG] [LOCAL     ] No optimal features file found for DHR: ./output/feature-sets/DHR.txt
[2025-10-13T23:55:00.619875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:00.619911] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:00.619940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:00.619996] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:00.637464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:00.638626] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:00.638788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:00.638830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:00.676701] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:00.676847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:00.676888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:00.676918] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:00.680328] [DEBUG] [FORECASTER] DHR: Forecast T+1@11:T+2@11: UP (p=77.87%)
[2025-10-13T23:55:00.680602] [INFO ] [FORECASTER] Completed predict_future for DHR
[2025-10-13T23:55:00.680782] [INFO ] [sig       ] DHR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:00.819609] [INFO ] [LOCAL     ] Saved forecast: DHR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DHR.txt
[2025-10-13T23:55:00.819892] [INFO ] [sig       ] [501/1810] Completed DHR in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:00.819941] [INFO ] [sig       ] [502/1810] Forecasting DHT...
[2025-10-13T23:55:00.819971] [INFO ] [sig       ] Generating forecast for: DHT
[2025-10-13T23:55:00.820050] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHT' from 'https://tdm.silogroup.org/data/derivative_storage/DHT.csv'.
[2025-10-13T23:55:00.829668] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHT'.
[2025-10-13T23:55:00.830048] [INFO ] [FORECASTER] Starting predict_future for DHT
[2025-10-13T23:55:00.855088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:00.855819] [DEBUG] [LOCAL     ] No optimal features file found for DHT: ./output/feature-sets/DHT.txt
[2025-10-13T23:55:00.855876] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:00.855910] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:00.855939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:00.855999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:00.873627] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:00.874220] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:00.874306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:00.874340] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:00.910586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:00.910736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:00.910809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:00.910842] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:00.914124] [DEBUG] [FORECASTER] DHT: Forecast T+1@11:T+2@11: UP (p=98.58%)
[2025-10-13T23:55:00.914388] [INFO ] [FORECASTER] Completed predict_future for DHT
[2025-10-13T23:55:00.914527] [INFO ] [sig       ] DHT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:01.055431] [INFO ] [LOCAL     ] Saved forecast: DHT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DHT.txt
[2025-10-13T23:55:01.055707] [INFO ] [sig       ] [502/1810] Completed DHT in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:01.055768] [INFO ] [sig       ] [503/1810] Forecasting DHX...
[2025-10-13T23:55:01.055802] [INFO ] [sig       ] Generating forecast for: DHX
[2025-10-13T23:55:01.055834] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DHX' from 'https://tdm.silogroup.org/data/derivative_storage/DHX.csv'.
[2025-10-13T23:55:01.065080] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DHX'.
[2025-10-13T23:55:01.065445] [INFO ] [FORECASTER] Starting predict_future for DHX
[2025-10-13T23:55:01.090444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:01.091201] [DEBUG] [LOCAL     ] No optimal features file found for DHX: ./output/feature-sets/DHX.txt
[2025-10-13T23:55:01.091257] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:01.091291] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:01.091320] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:01.091377] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:01.108660] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:01.109265] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:01.109349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:01.109382] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:01.145018] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:01.145147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:01.145186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:01.145215] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:01.148741] [DEBUG] [FORECASTER] DHX: Forecast T+1@11:T+2@11: UP (p=54.55%)
[2025-10-13T23:55:01.149013] [INFO ] [FORECASTER] Completed predict_future for DHX
[2025-10-13T23:55:01.149160] [INFO ] [sig       ] DHX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:01.287739] [INFO ] [LOCAL     ] Saved forecast: DHX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DHX.txt
[2025-10-13T23:55:01.287990] [INFO ] [sig       ] [503/1810] Completed DHX in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:01.288033] [INFO ] [sig       ] [504/1810] Forecasting DIAX...
[2025-10-13T23:55:01.288063] [INFO ] [sig       ] Generating forecast for: DIAX
[2025-10-13T23:55:01.288095] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIAX' from 'https://tdm.silogroup.org/data/derivative_storage/DIAX.csv'.
[2025-10-13T23:55:01.296634] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIAX'.
[2025-10-13T23:55:01.296968] [INFO ] [FORECASTER] Starting predict_future for DIAX
[2025-10-13T23:55:01.321567] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:01.322274] [DEBUG] [LOCAL     ] No optimal features file found for DIAX: ./output/feature-sets/DIAX.txt
[2025-10-13T23:55:01.322329] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:01.322364] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:01.322409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:01.322467] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:01.339206] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:01.339780] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:01.339860] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:01.339894] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:01.378766] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:01.378931] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:01.378973] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:01.379004] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:01.383803] [DEBUG] [FORECASTER] DIAX: Forecast T+1@11:T+2@11: UP (p=76.25%)
[2025-10-13T23:55:01.384212] [INFO ] [FORECASTER] Completed predict_future for DIAX
[2025-10-13T23:55:01.384370] [INFO ] [sig       ] DIAX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:01.533442] [INFO ] [LOCAL     ] Saved forecast: DIAX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DIAX.txt
[2025-10-13T23:55:01.533736] [INFO ] [sig       ] [504/1810] Completed DIAX in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:01.533797] [INFO ] [sig       ] [505/1810] Forecasting DIN...
[2025-10-13T23:55:01.533831] [INFO ] [sig       ] Generating forecast for: DIN
[2025-10-13T23:55:01.533864] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIN' from 'https://tdm.silogroup.org/data/derivative_storage/DIN.csv'.
[2025-10-13T23:55:01.543473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIN'.
[2025-10-13T23:55:01.543895] [INFO ] [FORECASTER] Starting predict_future for DIN
[2025-10-13T23:55:01.568936] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:01.569878] [DEBUG] [LOCAL     ] No optimal features file found for DIN: ./output/feature-sets/DIN.txt
[2025-10-13T23:55:01.569973] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:01.570015] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:01.570045] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:01.570103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:01.586989] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:01.587951] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:01.588042] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:01.588081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:01.625798] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:01.625978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:01.626022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:01.626051] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:01.629548] [DEBUG] [FORECASTER] DIN: Forecast T+1@11:T+2@11: DOWN (p=3.36%)
[2025-10-13T23:55:01.629861] [INFO ] [FORECASTER] Completed predict_future for DIN
[2025-10-13T23:55:01.630009] [INFO ] [sig       ] DIN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:01.780221] [INFO ] [LOCAL     ] Saved forecast: DIN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DIN.txt
[2025-10-13T23:55:01.780479] [INFO ] [sig       ] [505/1810] Completed DIN in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:01.780522] [INFO ] [sig       ] [506/1810] Forecasting DINO...
[2025-10-13T23:55:01.780554] [INFO ] [sig       ] Generating forecast for: DINO
[2025-10-13T23:55:01.780586] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DINO' from 'https://tdm.silogroup.org/data/derivative_storage/DINO.csv'.
[2025-10-13T23:55:01.790378] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DINO'.
[2025-10-13T23:55:01.790816] [INFO ] [FORECASTER] Starting predict_future for DINO
[2025-10-13T23:55:01.817890] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:01.818726] [DEBUG] [LOCAL     ] No optimal features file found for DINO: ./output/feature-sets/DINO.txt
[2025-10-13T23:55:01.818787] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:01.818824] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:01.818853] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:01.818911] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:01.837036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:01.837974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:01.838064] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:01.838102] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:01.873205] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:01.873379] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:01.873422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:01.873452] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:01.876995] [DEBUG] [FORECASTER] DINO: Forecast T+1@11:T+2@11: DOWN (p=29.81%)
[2025-10-13T23:55:01.877263] [INFO ] [FORECASTER] Completed predict_future for DINO
[2025-10-13T23:55:01.877398] [INFO ] [sig       ] DINO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:02.022282] [INFO ] [LOCAL     ] Saved forecast: DINO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DINO.txt
[2025-10-13T23:55:02.022551] [INFO ] [sig       ] [506/1810] Completed DINO in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:02.022596] [INFO ] [sig       ] [507/1810] Forecasting DIS...
[2025-10-13T23:55:02.022627] [INFO ] [sig       ] Generating forecast for: DIS
[2025-10-13T23:55:02.022698] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DIS' from 'https://tdm.silogroup.org/data/derivative_storage/DIS.csv'.
[2025-10-13T23:55:02.032344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DIS'.
[2025-10-13T23:55:02.032718] [INFO ] [FORECASTER] Starting predict_future for DIS
[2025-10-13T23:55:02.057345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:02.058082] [DEBUG] [LOCAL     ] No optimal features file found for DIS: ./output/feature-sets/DIS.txt
[2025-10-13T23:55:02.058137] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:02.058172] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:02.058201] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:02.058263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:02.075046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:02.075565] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:02.075666] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:02.075721] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:02.111902] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:02.112019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:02.112057] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:02.112090] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:02.115302] [DEBUG] [FORECASTER] DIS: Forecast T+1@11:T+2@11: UP (p=77.07%)
[2025-10-13T23:55:02.115569] [INFO ] [FORECASTER] Completed predict_future for DIS
[2025-10-13T23:55:02.115738] [INFO ] [sig       ] DIS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:02.254546] [INFO ] [LOCAL     ] Saved forecast: DIS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DIS.txt
[2025-10-13T23:55:02.254811] [INFO ] [sig       ] [507/1810] Completed DIS in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:02.254872] [INFO ] [sig       ] [508/1810] Forecasting DK...
[2025-10-13T23:55:02.254905] [INFO ] [sig       ] Generating forecast for: DK
[2025-10-13T23:55:02.254937] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DK' from 'https://tdm.silogroup.org/data/derivative_storage/DK.csv'.
[2025-10-13T23:55:02.263462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DK'.
[2025-10-13T23:55:02.263777] [INFO ] [FORECASTER] Starting predict_future for DK
[2025-10-13T23:55:02.289576] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:02.290420] [DEBUG] [LOCAL     ] No optimal features file found for DK: ./output/feature-sets/DK.txt
[2025-10-13T23:55:02.290475] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:02.290510] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:02.290540] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:02.290597] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:02.308082] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:02.308682] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:02.308800] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:02.308840] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:02.344555] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:02.344708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:02.344762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:02.344795] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:02.348164] [DEBUG] [FORECASTER] DK: Forecast T+1@11:T+2@11: DOWN (p=6.81%)
[2025-10-13T23:55:02.348428] [INFO ] [FORECASTER] Completed predict_future for DK
[2025-10-13T23:55:02.348566] [INFO ] [sig       ] DK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:02.495942] [INFO ] [LOCAL     ] Saved forecast: DK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DK.txt
[2025-10-13T23:55:02.496206] [INFO ] [sig       ] [508/1810] Completed DK in 0.2s | 4.13 sym/s | Total: 2.0m | ETA: 5.3m
[2025-10-13T23:55:02.496250] [INFO ] [sig       ] [509/1810] Forecasting DKL...
[2025-10-13T23:55:02.496281] [INFO ] [sig       ] Generating forecast for: DKL
[2025-10-13T23:55:02.496313] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DKL' from 'https://tdm.silogroup.org/data/derivative_storage/DKL.csv'.
[2025-10-13T23:55:02.504993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DKL'.
[2025-10-13T23:55:02.505278] [INFO ] [FORECASTER] Starting predict_future for DKL
[2025-10-13T23:55:02.530078] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:02.530825] [DEBUG] [LOCAL     ] No optimal features file found for DKL: ./output/feature-sets/DKL.txt
[2025-10-13T23:55:02.530879] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:02.530913] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:02.530941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:02.530998] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:02.548312] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:02.549172] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:02.549256] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:02.549291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:02.585883] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:02.586052] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:02.586117] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:02.586148] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:02.589616] [DEBUG] [FORECASTER] DKL: Forecast T+1@11:T+2@11: DOWN (p=48.87%)
[2025-10-13T23:55:02.589917] [INFO ] [FORECASTER] Completed predict_future for DKL
[2025-10-13T23:55:02.590063] [INFO ] [sig       ] DKL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:02.738173] [INFO ] [LOCAL     ] Saved forecast: DKL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DKL.txt
[2025-10-13T23:55:02.738450] [INFO ] [sig       ] [509/1810] Completed DKL in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:02.738493] [INFO ] [sig       ] [510/1810] Forecasting DKS...
[2025-10-13T23:55:02.738525] [INFO ] [sig       ] Generating forecast for: DKS
[2025-10-13T23:55:02.738557] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DKS' from 'https://tdm.silogroup.org/data/derivative_storage/DKS.csv'.
[2025-10-13T23:55:02.748373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DKS'.
[2025-10-13T23:55:02.748839] [INFO ] [FORECASTER] Starting predict_future for DKS
[2025-10-13T23:55:02.775182] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:02.776057] [DEBUG] [LOCAL     ] No optimal features file found for DKS: ./output/feature-sets/DKS.txt
[2025-10-13T23:55:02.776121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:02.776158] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:02.776190] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:02.776250] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:02.794571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:02.795462] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:02.795556] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:02.795594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:02.834829] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:02.835002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:02.835047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:02.835079] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:02.838727] [DEBUG] [FORECASTER] DKS: Forecast T+1@11:T+2@11: DOWN (p=13.28%)
[2025-10-13T23:55:02.839007] [INFO ] [FORECASTER] Completed predict_future for DKS
[2025-10-13T23:55:02.839151] [INFO ] [sig       ] DKS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:02.981862] [INFO ] [LOCAL     ] Saved forecast: DKS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DKS.txt
[2025-10-13T23:55:02.982085] [INFO ] [sig       ] [510/1810] Completed DKS in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:02.982130] [INFO ] [sig       ] [511/1810] Forecasting DLB...
[2025-10-13T23:55:02.982162] [INFO ] [sig       ] Generating forecast for: DLB
[2025-10-13T23:55:02.982194] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLB' from 'https://tdm.silogroup.org/data/derivative_storage/DLB.csv'.
[2025-10-13T23:55:02.991986] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLB'.
[2025-10-13T23:55:02.992415] [INFO ] [FORECASTER] Starting predict_future for DLB
[2025-10-13T23:55:03.021084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:03.022107] [DEBUG] [LOCAL     ] No optimal features file found for DLB: ./output/feature-sets/DLB.txt
[2025-10-13T23:55:03.022178] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:03.022212] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:03.022241] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:03.022321] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:03.039337] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:03.040196] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:03.040288] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:03.040323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:03.075325] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:03.075507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:03.075551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:03.075581] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:03.080063] [DEBUG] [FORECASTER] DLB: Forecast T+1@11:T+2@11: DOWN (p=0.75%)
[2025-10-13T23:55:03.080330] [INFO ] [FORECASTER] Completed predict_future for DLB
[2025-10-13T23:55:03.080465] [INFO ] [sig       ] DLB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:03.232521] [INFO ] [LOCAL     ] Saved forecast: DLB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DLB.txt
[2025-10-13T23:55:03.232762] [INFO ] [sig       ] [511/1810] Completed DLB in 0.3s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:03.232822] [INFO ] [sig       ] [512/1810] Forecasting DLNG...
[2025-10-13T23:55:03.232856] [INFO ] [sig       ] Generating forecast for: DLNG
[2025-10-13T23:55:03.232889] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLNG' from 'https://tdm.silogroup.org/data/derivative_storage/DLNG.csv'.
[2025-10-13T23:55:03.243671] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLNG'.
[2025-10-13T23:55:03.244054] [INFO ] [FORECASTER] Starting predict_future for DLNG
[2025-10-13T23:55:03.274289] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:03.275032] [DEBUG] [LOCAL     ] No optimal features file found for DLNG: ./output/feature-sets/DLNG.txt
[2025-10-13T23:55:03.275088] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:03.275124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:03.275152] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:03.275209] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:03.292342] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:03.292936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:03.293020] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:03.293055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:03.329502] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:03.329604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:03.329664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:03.329720] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:03.332934] [DEBUG] [FORECASTER] DLNG: Forecast T+1@11:T+2@11: UP (p=87.82%)
[2025-10-13T23:55:03.333194] [INFO ] [FORECASTER] Completed predict_future for DLNG
[2025-10-13T23:55:03.333331] [INFO ] [sig       ] DLNG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:03.473967] [INFO ] [LOCAL     ] Saved forecast: DLNG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DLNG.txt
[2025-10-13T23:55:03.474232] [INFO ] [sig       ] [512/1810] Completed DLNG in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:03.474285] [INFO ] [sig       ] [513/1810] Forecasting DLR...
[2025-10-13T23:55:03.474322] [INFO ] [sig       ] Generating forecast for: DLR
[2025-10-13T23:55:03.474356] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLR' from 'https://tdm.silogroup.org/data/derivative_storage/DLR.csv'.
[2025-10-13T23:55:03.483845] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLR'.
[2025-10-13T23:55:03.484255] [INFO ] [FORECASTER] Starting predict_future for DLR
[2025-10-13T23:55:03.511025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:03.511822] [DEBUG] [LOCAL     ] No optimal features file found for DLR: ./output/feature-sets/DLR.txt
[2025-10-13T23:55:03.511878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:03.511913] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:03.511943] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:03.512000] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:03.529369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:03.529942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:03.530023] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:03.530058] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:03.566822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:03.566897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:03.566933] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:03.566963] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:03.570064] [DEBUG] [FORECASTER] DLR: Forecast T+1@11:T+2@11: UP (p=91.18%)
[2025-10-13T23:55:03.570315] [INFO ] [FORECASTER] Completed predict_future for DLR
[2025-10-13T23:55:03.570451] [INFO ] [sig       ] DLR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:03.709443] [INFO ] [LOCAL     ] Saved forecast: DLR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DLR.txt
[2025-10-13T23:55:03.709675] [INFO ] [sig       ] [513/1810] Completed DLR in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:03.709734] [INFO ] [sig       ] [514/1810] Forecasting DLX...
[2025-10-13T23:55:03.709768] [INFO ] [sig       ] Generating forecast for: DLX
[2025-10-13T23:55:03.709801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLX' from 'https://tdm.silogroup.org/data/derivative_storage/DLX.csv'.
[2025-10-13T23:55:03.719630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLX'.
[2025-10-13T23:55:03.720093] [INFO ] [FORECASTER] Starting predict_future for DLX
[2025-10-13T23:55:03.746742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:03.747598] [DEBUG] [LOCAL     ] No optimal features file found for DLX: ./output/feature-sets/DLX.txt
[2025-10-13T23:55:03.747681] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:03.747748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:03.747790] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:03.747852] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:03.765523] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:03.766111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:03.766195] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:03.766231] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:03.803756] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:03.803845] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:03.803881] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:03.803911] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:03.806953] [DEBUG] [FORECASTER] DLX: Forecast T+1@11:T+2@11: DOWN (p=6.11%)
[2025-10-13T23:55:03.807231] [INFO ] [FORECASTER] Completed predict_future for DLX
[2025-10-13T23:55:03.807380] [INFO ] [sig       ] DLX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:03.947713] [INFO ] [LOCAL     ] Saved forecast: DLX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DLX.txt
[2025-10-13T23:55:03.948061] [INFO ] [sig       ] [514/1810] Completed DLX in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:03.948155] [INFO ] [sig       ] [515/1810] Forecasting DLY...
[2025-10-13T23:55:03.948197] [INFO ] [sig       ] Generating forecast for: DLY
[2025-10-13T23:55:03.948233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DLY' from 'https://tdm.silogroup.org/data/derivative_storage/DLY.csv'.
[2025-10-13T23:55:03.957137] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DLY'.
[2025-10-13T23:55:03.957430] [INFO ] [FORECASTER] Starting predict_future for DLY
[2025-10-13T23:55:03.983141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:03.983965] [DEBUG] [LOCAL     ] No optimal features file found for DLY: ./output/feature-sets/DLY.txt
[2025-10-13T23:55:03.984022] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:03.984058] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:03.984087] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:03.984144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:04.001257] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:04.002198] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:04.002285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:04.002320] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:04.038976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:04.039182] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:04.039252] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:04.039287] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:04.043028] [DEBUG] [FORECASTER] DLY: Forecast T+1@11:T+2@11: UP (p=75.05%)
[2025-10-13T23:55:04.043337] [INFO ] [FORECASTER] Completed predict_future for DLY
[2025-10-13T23:55:04.043487] [INFO ] [sig       ] DLY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:04.190156] [INFO ] [LOCAL     ] Saved forecast: DLY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DLY.txt
[2025-10-13T23:55:04.190388] [INFO ] [sig       ] [515/1810] Completed DLY in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:04.190430] [INFO ] [sig       ] [516/1810] Forecasting DMA...
[2025-10-13T23:55:04.190461] [INFO ] [sig       ] Generating forecast for: DMA
[2025-10-13T23:55:04.190493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DMA' from 'https://tdm.silogroup.org/data/derivative_storage/DMA.csv'.
[2025-10-13T23:55:04.199354] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DMA'.
[2025-10-13T23:55:04.199715] [INFO ] [FORECASTER] Starting predict_future for DMA
[2025-10-13T23:55:04.224439] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:04.225189] [DEBUG] [LOCAL     ] No optimal features file found for DMA: ./output/feature-sets/DMA.txt
[2025-10-13T23:55:04.225244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:04.225278] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:04.225306] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:04.225361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:04.242255] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:04.242807] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:04.242889] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:04.242923] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:04.281098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:04.281171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:04.281206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:04.281254] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:04.284227] [DEBUG] [FORECASTER] DMA: Forecast T+1@11:T+2@11: DOWN (p=32.55%)
[2025-10-13T23:55:04.284471] [INFO ] [FORECASTER] Completed predict_future for DMA
[2025-10-13T23:55:04.284605] [INFO ] [sig       ] DMA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:04.423214] [INFO ] [LOCAL     ] Saved forecast: DMA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DMA.txt
[2025-10-13T23:55:04.423441] [INFO ] [sig       ] [516/1810] Completed DMA in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:04.423483] [INFO ] [sig       ] [517/1810] Forecasting DMB...
[2025-10-13T23:55:04.423513] [INFO ] [sig       ] Generating forecast for: DMB
[2025-10-13T23:55:04.423544] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DMB' from 'https://tdm.silogroup.org/data/derivative_storage/DMB.csv'.
[2025-10-13T23:55:04.432734] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DMB'.
[2025-10-13T23:55:04.433086] [INFO ] [FORECASTER] Starting predict_future for DMB
[2025-10-13T23:55:04.458046] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:04.458754] [DEBUG] [LOCAL     ] No optimal features file found for DMB: ./output/feature-sets/DMB.txt
[2025-10-13T23:55:04.458810] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:04.458843] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:04.458871] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:04.458929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:04.475659] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:04.476264] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:04.476346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:04.476378] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:04.515602] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:04.515726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:04.515772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:04.515802] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:04.518924] [DEBUG] [FORECASTER] DMB: Forecast T+1@11:T+2@11: DOWN (p=31.18%)
[2025-10-13T23:55:04.519184] [INFO ] [FORECASTER] Completed predict_future for DMB
[2025-10-13T23:55:04.519323] [INFO ] [sig       ] DMB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:04.658084] [INFO ] [LOCAL     ] Saved forecast: DMB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DMB.txt
[2025-10-13T23:55:04.658341] [INFO ] [sig       ] [517/1810] Completed DMB in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:04.658384] [INFO ] [sig       ] [518/1810] Forecasting DMO...
[2025-10-13T23:55:04.658415] [INFO ] [sig       ] Generating forecast for: DMO
[2025-10-13T23:55:04.658449] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DMO' from 'https://tdm.silogroup.org/data/derivative_storage/DMO.csv'.
[2025-10-13T23:55:04.667699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DMO'.
[2025-10-13T23:55:04.668026] [INFO ] [FORECASTER] Starting predict_future for DMO
[2025-10-13T23:55:04.692588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:04.693304] [DEBUG] [LOCAL     ] No optimal features file found for DMO: ./output/feature-sets/DMO.txt
[2025-10-13T23:55:04.693358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:04.693391] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:04.693419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:04.693476] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:04.710258] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:04.710818] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:04.710898] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:04.710931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:04.744997] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:04.745068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:04.745103] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:04.745131] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:04.748055] [DEBUG] [FORECASTER] DMO: Forecast T+1@11:T+2@11: DOWN (p=36.38%)
[2025-10-13T23:55:04.748328] [INFO ] [FORECASTER] Completed predict_future for DMO
[2025-10-13T23:55:04.748458] [INFO ] [sig       ] DMO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:04.885956] [INFO ] [LOCAL     ] Saved forecast: DMO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DMO.txt
[2025-10-13T23:55:04.886150] [INFO ] [sig       ] [518/1810] Completed DMO in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:04.886191] [INFO ] [sig       ] [519/1810] Forecasting DNA...
[2025-10-13T23:55:04.886222] [INFO ] [sig       ] Generating forecast for: DNA
[2025-10-13T23:55:04.886254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNA' from 'https://tdm.silogroup.org/data/derivative_storage/DNA.csv'.
[2025-10-13T23:55:04.895828] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNA'.
[2025-10-13T23:55:04.896190] [INFO ] [FORECASTER] Starting predict_future for DNA
[2025-10-13T23:55:04.921170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:04.921892] [DEBUG] [LOCAL     ] No optimal features file found for DNA: ./output/feature-sets/DNA.txt
[2025-10-13T23:55:04.921947] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:04.921980] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:04.922008] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:04.922065] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:04.938946] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:04.939514] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:04.939602] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:04.939636] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:04.977285] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:04.977381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:04.977425] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:04.977455] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:04.980484] [DEBUG] [FORECASTER] DNA: Forecast T+1@11:T+2@11: DOWN (p=3.00%)
[2025-10-13T23:55:04.980776] [INFO ] [FORECASTER] Completed predict_future for DNA
[2025-10-13T23:55:04.980917] [INFO ] [sig       ] DNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:05.126055] [INFO ] [LOCAL     ] Saved forecast: DNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DNA.txt
[2025-10-13T23:55:05.126338] [INFO ] [sig       ] [519/1810] Completed DNA in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:05.126382] [INFO ] [sig       ] [520/1810] Forecasting DNOW...
[2025-10-13T23:55:05.126412] [INFO ] [sig       ] Generating forecast for: DNOW
[2025-10-13T23:55:05.126444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DNOW' from 'https://tdm.silogroup.org/data/derivative_storage/DNOW.csv'.
[2025-10-13T23:55:05.135561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DNOW'.
[2025-10-13T23:55:05.135930] [INFO ] [FORECASTER] Starting predict_future for DNOW
[2025-10-13T23:55:05.160246] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:05.160934] [DEBUG] [LOCAL     ] No optimal features file found for DNOW: ./output/feature-sets/DNOW.txt
[2025-10-13T23:55:05.160988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:05.161021] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:05.161049] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:05.161105] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:05.178109] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:05.178629] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:05.178733] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:05.178772] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:05.215045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:05.215123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:05.215159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:05.215188] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:05.218187] [DEBUG] [FORECASTER] DNOW: Forecast T+1@11:T+2@11: DOWN (p=31.50%)
[2025-10-13T23:55:05.218435] [INFO ] [FORECASTER] Completed predict_future for DNOW
[2025-10-13T23:55:05.218566] [INFO ] [sig       ] DNOW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:05.357924] [INFO ] [LOCAL     ] Saved forecast: DNOW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DNOW.txt
[2025-10-13T23:55:05.358128] [INFO ] [sig       ] [520/1810] Completed DNOW in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:05.358169] [INFO ] [sig       ] [521/1810] Forecasting DOC...
[2025-10-13T23:55:05.358199] [INFO ] [sig       ] Generating forecast for: DOC
[2025-10-13T23:55:05.358230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOC' from 'https://tdm.silogroup.org/data/derivative_storage/DOC.csv'.
[2025-10-13T23:55:05.367607] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOC'.
[2025-10-13T23:55:05.368039] [INFO ] [FORECASTER] Starting predict_future for DOC
[2025-10-13T23:55:05.393625] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:05.394360] [DEBUG] [LOCAL     ] No optimal features file found for DOC: ./output/feature-sets/DOC.txt
[2025-10-13T23:55:05.394417] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:05.394451] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:05.394480] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:05.394588] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:05.411848] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:05.412406] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:05.412486] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:05.412520] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:05.447266] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:05.447337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:05.447373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:05.447402] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:05.450414] [DEBUG] [FORECASTER] DOC: Forecast T+1@11:T+2@11: DOWN (p=3.76%)
[2025-10-13T23:55:05.450679] [INFO ] [FORECASTER] Completed predict_future for DOC
[2025-10-13T23:55:05.450829] [INFO ] [sig       ] DOC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:05.590084] [INFO ] [LOCAL     ] Saved forecast: DOC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DOC.txt
[2025-10-13T23:55:05.590348] [INFO ] [sig       ] [521/1810] Completed DOC in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:05.590401] [INFO ] [sig       ] [522/1810] Forecasting DOCN...
[2025-10-13T23:55:05.590458] [INFO ] [sig       ] Generating forecast for: DOCN
[2025-10-13T23:55:05.590531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOCN' from 'https://tdm.silogroup.org/data/derivative_storage/DOCN.csv'.
[2025-10-13T23:55:05.599536] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOCN'.
[2025-10-13T23:55:05.599845] [INFO ] [FORECASTER] Starting predict_future for DOCN
[2025-10-13T23:55:05.624280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:05.625000] [DEBUG] [LOCAL     ] No optimal features file found for DOCN: ./output/feature-sets/DOCN.txt
[2025-10-13T23:55:05.625055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:05.625088] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:05.625115] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:05.625172] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:05.642202] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:05.642774] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:05.642853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:05.642886] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:05.678387] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:05.678485] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:05.678520] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:05.678549] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:05.681597] [DEBUG] [FORECASTER] DOCN: Forecast T+1@11:T+2@11: DOWN (p=41.39%)
[2025-10-13T23:55:05.681879] [INFO ] [FORECASTER] Completed predict_future for DOCN
[2025-10-13T23:55:05.682015] [INFO ] [sig       ] DOCN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:05.825133] [INFO ] [LOCAL     ] Saved forecast: DOCN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DOCN.txt
[2025-10-13T23:55:05.825366] [INFO ] [sig       ] [522/1810] Completed DOCN in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:05.825409] [INFO ] [sig       ] [523/1810] Forecasting DOCS...
[2025-10-13T23:55:05.825439] [INFO ] [sig       ] Generating forecast for: DOCS
[2025-10-13T23:55:05.825470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOCS' from 'https://tdm.silogroup.org/data/derivative_storage/DOCS.csv'.
[2025-10-13T23:55:05.836620] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOCS'.
[2025-10-13T23:55:05.837098] [INFO ] [FORECASTER] Starting predict_future for DOCS
[2025-10-13T23:55:05.862170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:05.862939] [DEBUG] [LOCAL     ] No optimal features file found for DOCS: ./output/feature-sets/DOCS.txt
[2025-10-13T23:55:05.862998] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:05.863034] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:05.863063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:05.863119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:05.880805] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:05.881365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:05.881447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:05.881483] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:05.920305] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:05.920391] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:05.920426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:05.920508] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:05.923578] [DEBUG] [FORECASTER] DOCS: Forecast T+1@11:T+2@11: DOWN (p=36.23%)
[2025-10-13T23:55:05.923864] [INFO ] [FORECASTER] Completed predict_future for DOCS
[2025-10-13T23:55:05.924002] [INFO ] [sig       ] DOCS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:06.061679] [INFO ] [LOCAL     ] Saved forecast: DOCS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DOCS.txt
[2025-10-13T23:55:06.061937] [INFO ] [sig       ] [523/1810] Completed DOCS in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:06.061980] [INFO ] [sig       ] [524/1810] Forecasting DOLE...
[2025-10-13T23:55:06.062010] [INFO ] [sig       ] Generating forecast for: DOLE
[2025-10-13T23:55:06.062043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOLE' from 'https://tdm.silogroup.org/data/derivative_storage/DOLE.csv'.
[2025-10-13T23:55:06.070890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOLE'.
[2025-10-13T23:55:06.071173] [INFO ] [FORECASTER] Starting predict_future for DOLE
[2025-10-13T23:55:06.095488] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:06.096183] [DEBUG] [LOCAL     ] No optimal features file found for DOLE: ./output/feature-sets/DOLE.txt
[2025-10-13T23:55:06.096238] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:06.096271] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:06.096299] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:06.096356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:06.113181] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:06.113741] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:06.113826] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:06.113860] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:06.148296] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:06.148384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:06.148452] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:06.148483] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:06.152907] [DEBUG] [FORECASTER] DOLE: Forecast T+1@11:T+2@11: UP (p=66.56%)
[2025-10-13T23:55:06.153158] [INFO ] [FORECASTER] Completed predict_future for DOLE
[2025-10-13T23:55:06.153298] [INFO ] [sig       ] DOLE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:06.291495] [INFO ] [LOCAL     ] Saved forecast: DOLE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DOLE.txt
[2025-10-13T23:55:06.291767] [INFO ] [sig       ] [524/1810] Completed DOLE in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:06.291826] [INFO ] [sig       ] [525/1810] Forecasting DOUG...
[2025-10-13T23:55:06.291860] [INFO ] [sig       ] Generating forecast for: DOUG
[2025-10-13T23:55:06.291893] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOUG' from 'https://tdm.silogroup.org/data/derivative_storage/DOUG.csv'.
[2025-10-13T23:55:06.301855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOUG'.
[2025-10-13T23:55:06.302260] [INFO ] [FORECASTER] Starting predict_future for DOUG
[2025-10-13T23:55:06.330859] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:06.331561] [DEBUG] [LOCAL     ] No optimal features file found for DOUG: ./output/feature-sets/DOUG.txt
[2025-10-13T23:55:06.331616] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:06.331679] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:06.331728] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:06.331789] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:06.350916] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:06.351702] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:06.351789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:06.351824] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:06.388790] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:06.388966] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:06.389008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:06.389038] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:06.393343] [DEBUG] [FORECASTER] DOUG: Forecast T+1@11:T+2@11: UP (p=62.85%)
[2025-10-13T23:55:06.393825] [INFO ] [FORECASTER] Completed predict_future for DOUG
[2025-10-13T23:55:06.394000] [INFO ] [sig       ] DOUG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:06.535242] [INFO ] [LOCAL     ] Saved forecast: DOUG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DOUG.txt
[2025-10-13T23:55:06.535491] [INFO ] [sig       ] [525/1810] Completed DOUG in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:06.535533] [INFO ] [sig       ] [526/1810] Forecasting DOV...
[2025-10-13T23:55:06.535564] [INFO ] [sig       ] Generating forecast for: DOV
[2025-10-13T23:55:06.535596] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOV' from 'https://tdm.silogroup.org/data/derivative_storage/DOV.csv'.
[2025-10-13T23:55:06.544790] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOV'.
[2025-10-13T23:55:06.545083] [INFO ] [FORECASTER] Starting predict_future for DOV
[2025-10-13T23:55:06.570354] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:06.571101] [DEBUG] [LOCAL     ] No optimal features file found for DOV: ./output/feature-sets/DOV.txt
[2025-10-13T23:55:06.571156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:06.571193] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:06.571222] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:06.571284] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:06.588537] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:06.589152] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:06.589235] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:06.589270] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:06.626089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:06.626193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:06.626231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:06.626263] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:06.629491] [DEBUG] [FORECASTER] DOV: Forecast T+1@11:T+2@11: DOWN (p=5.40%)
[2025-10-13T23:55:06.629799] [INFO ] [FORECASTER] Completed predict_future for DOV
[2025-10-13T23:55:06.629943] [INFO ] [sig       ] DOV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:06.770046] [INFO ] [LOCAL     ] Saved forecast: DOV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DOV.txt
[2025-10-13T23:55:06.770291] [INFO ] [sig       ] [526/1810] Completed DOV in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:06.770333] [INFO ] [sig       ] [527/1810] Forecasting DOW...
[2025-10-13T23:55:06.770363] [INFO ] [sig       ] Generating forecast for: DOW
[2025-10-13T23:55:06.770395] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DOW' from 'https://tdm.silogroup.org/data/derivative_storage/DOW.csv'.
[2025-10-13T23:55:06.779436] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DOW'.
[2025-10-13T23:55:06.779825] [INFO ] [FORECASTER] Starting predict_future for DOW
[2025-10-13T23:55:06.804333] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:06.805035] [DEBUG] [LOCAL     ] No optimal features file found for DOW: ./output/feature-sets/DOW.txt
[2025-10-13T23:55:06.805089] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:06.805122] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:06.805150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:06.805206] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:06.821934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:06.822457] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:06.822539] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:06.822572] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:06.858810] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:06.858893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:06.858929] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:06.858957] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:06.861964] [DEBUG] [FORECASTER] DOW: Forecast T+1@11:T+2@11: UP (p=77.16%)
[2025-10-13T23:55:06.862214] [INFO ] [FORECASTER] Completed predict_future for DOW
[2025-10-13T23:55:06.862355] [INFO ] [sig       ] DOW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:06.999560] [INFO ] [LOCAL     ] Saved forecast: DOW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DOW.txt
[2025-10-13T23:55:06.999873] [INFO ] [sig       ] [527/1810] Completed DOW in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:06.999927] [INFO ] [sig       ] [528/1810] Forecasting DPG...
[2025-10-13T23:55:06.999958] [INFO ] [sig       ] Generating forecast for: DPG
[2025-10-13T23:55:06.999990] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DPG' from 'https://tdm.silogroup.org/data/derivative_storage/DPG.csv'.
[2025-10-13T23:55:07.010009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DPG'.
[2025-10-13T23:55:07.010391] [INFO ] [FORECASTER] Starting predict_future for DPG
[2025-10-13T23:55:07.038323] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:07.039064] [DEBUG] [LOCAL     ] No optimal features file found for DPG: ./output/feature-sets/DPG.txt
[2025-10-13T23:55:07.039120] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:07.039155] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:07.039183] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:07.039242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:07.058529] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:07.059122] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:07.059206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:07.059239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:07.094096] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:07.094259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:07.094316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:07.094349] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:07.098097] [DEBUG] [FORECASTER] DPG: Forecast T+1@11:T+2@11: UP (p=95.07%)
[2025-10-13T23:55:07.098389] [INFO ] [FORECASTER] Completed predict_future for DPG
[2025-10-13T23:55:07.098533] [INFO ] [sig       ] DPG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:07.265023] [INFO ] [LOCAL     ] Saved forecast: DPG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DPG.txt
[2025-10-13T23:55:07.265279] [INFO ] [sig       ] [528/1810] Completed DPG in 0.3s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:07.265334] [INFO ] [sig       ] [529/1810] Forecasting DQ...
[2025-10-13T23:55:07.265369] [INFO ] [sig       ] Generating forecast for: DQ
[2025-10-13T23:55:07.265402] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DQ' from 'https://tdm.silogroup.org/data/derivative_storage/DQ.csv'.
[2025-10-13T23:55:07.274923] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DQ'.
[2025-10-13T23:55:07.275291] [INFO ] [FORECASTER] Starting predict_future for DQ
[2025-10-13T23:55:07.299620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:07.300327] [DEBUG] [LOCAL     ] No optimal features file found for DQ: ./output/feature-sets/DQ.txt
[2025-10-13T23:55:07.300381] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:07.300415] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:07.300443] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:07.300499] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:07.317211] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:07.317808] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:07.317888] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:07.317921] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:07.355469] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:07.355569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:07.355606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:07.355635] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:07.358790] [DEBUG] [FORECASTER] DQ: Forecast T+1@11:T+2@11: UP (p=56.92%)
[2025-10-13T23:55:07.359043] [INFO ] [FORECASTER] Completed predict_future for DQ
[2025-10-13T23:55:07.359175] [INFO ] [sig       ] DQ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:07.497002] [INFO ] [LOCAL     ] Saved forecast: DQ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DQ.txt
[2025-10-13T23:55:07.497250] [INFO ] [sig       ] [529/1810] Completed DQ in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:07.497291] [INFO ] [sig       ] [530/1810] Forecasting DRD...
[2025-10-13T23:55:07.497321] [INFO ] [sig       ] Generating forecast for: DRD
[2025-10-13T23:55:07.497353] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DRD' from 'https://tdm.silogroup.org/data/derivative_storage/DRD.csv'.
[2025-10-13T23:55:07.507052] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DRD'.
[2025-10-13T23:55:07.507536] [INFO ] [FORECASTER] Starting predict_future for DRD
[2025-10-13T23:55:07.541755] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:07.542716] [DEBUG] [LOCAL     ] No optimal features file found for DRD: ./output/feature-sets/DRD.txt
[2025-10-13T23:55:07.542807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:07.542844] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:07.542873] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:07.542931] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:07.560531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:07.561449] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:07.561540] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:07.561576] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:07.598443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:07.598552] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:07.598589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:07.598661] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:07.601897] [DEBUG] [FORECASTER] DRD: Forecast T+1@11:T+2@11: UP (p=99.05%)
[2025-10-13T23:55:07.602160] [INFO ] [FORECASTER] Completed predict_future for DRD
[2025-10-13T23:55:07.602295] [INFO ] [sig       ] DRD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:07.741911] [INFO ] [LOCAL     ] Saved forecast: DRD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DRD.txt
[2025-10-13T23:55:07.742122] [INFO ] [sig       ] [530/1810] Completed DRD in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:07.742165] [INFO ] [sig       ] [531/1810] Forecasting DSL...
[2025-10-13T23:55:07.742196] [INFO ] [sig       ] Generating forecast for: DSL
[2025-10-13T23:55:07.742229] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSL' from 'https://tdm.silogroup.org/data/derivative_storage/DSL.csv'.
[2025-10-13T23:55:07.751419] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSL'.
[2025-10-13T23:55:07.751772] [INFO ] [FORECASTER] Starting predict_future for DSL
[2025-10-13T23:55:07.776049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:07.776735] [DEBUG] [LOCAL     ] No optimal features file found for DSL: ./output/feature-sets/DSL.txt
[2025-10-13T23:55:07.776791] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:07.776824] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:07.776851] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:07.776907] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:07.793891] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:07.794408] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:07.794484] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:07.794518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:07.833751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:07.833827] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:07.833863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:07.833891] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:07.836857] [DEBUG] [FORECASTER] DSL: Forecast T+1@11:T+2@11: DOWN (p=37.21%)
[2025-10-13T23:55:07.837100] [INFO ] [FORECASTER] Completed predict_future for DSL
[2025-10-13T23:55:07.837244] [INFO ] [sig       ] DSL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:07.975690] [INFO ] [LOCAL     ] Saved forecast: DSL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DSL.txt
[2025-10-13T23:55:07.975921] [INFO ] [sig       ] [531/1810] Completed DSL in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:07.975964] [INFO ] [sig       ] [532/1810] Forecasting DSM...
[2025-10-13T23:55:07.975995] [INFO ] [sig       ] Generating forecast for: DSM
[2025-10-13T23:55:07.976026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSM' from 'https://tdm.silogroup.org/data/derivative_storage/DSM.csv'.
[2025-10-13T23:55:07.986519] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSM'.
[2025-10-13T23:55:07.987007] [INFO ] [FORECASTER] Starting predict_future for DSM
[2025-10-13T23:55:08.014956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:08.015935] [DEBUG] [LOCAL     ] No optimal features file found for DSM: ./output/feature-sets/DSM.txt
[2025-10-13T23:55:08.015992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:08.016028] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:08.016058] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:08.016116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:08.033181] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:08.033893] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:08.033979] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:08.034013] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:08.070601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:08.070770] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:08.070816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:08.070847] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:08.074146] [DEBUG] [FORECASTER] DSM: Forecast T+1@11:T+2@11: UP (p=81.44%)
[2025-10-13T23:55:08.074430] [INFO ] [FORECASTER] Completed predict_future for DSM
[2025-10-13T23:55:08.074582] [INFO ] [sig       ] DSM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:08.214503] [INFO ] [LOCAL     ] Saved forecast: DSM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DSM.txt
[2025-10-13T23:55:08.214857] [INFO ] [sig       ] [532/1810] Completed DSM in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.2m
[2025-10-13T23:55:08.214919] [INFO ] [sig       ] [533/1810] Forecasting DSMC...
[2025-10-13T23:55:08.214953] [INFO ] [sig       ] Generating forecast for: DSMC
[2025-10-13T23:55:08.214986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSMC' from 'https://tdm.silogroup.org/data/derivative_storage/DSMC.csv'.
[2025-10-13T23:55:08.224100] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DSMC'.
[2025-10-13T23:55:08.224445] [INFO ] [FORECASTER] Starting predict_future for DSMC
[2025-10-13T23:55:08.249747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:08.250402] [DEBUG] [LOCAL     ] No optimal features file found for DSMC: ./output/feature-sets/DSMC.txt
[2025-10-13T23:55:08.250457] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:08.250489] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:08.250517] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:08.250574] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:08.267415] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:08.268017] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:08.268098] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:08.268131] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:08.303178] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:08.303261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:08.303296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:08.303325] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:08.306301] [DEBUG] [FORECASTER] DSMC: Forecast T+1@11:T+2@11: DOWN (p=1.70%)
[2025-10-13T23:55:08.306552] [INFO ] [FORECASTER] Completed predict_future for DSMC
[2025-10-13T23:55:08.306716] [INFO ] [sig       ] DSMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:08.446307] [INFO ] [LOCAL     ] Saved forecast: DSMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DSMC.txt
[2025-10-13T23:55:08.446627] [INFO ] [sig       ] [533/1810] Completed DSMC in 0.2s | 4.13 sym/s | Total: 2.1m | ETA: 5.1m
[2025-10-13T23:55:08.446707] [INFO ] [sig       ] [534/1810] Forecasting DSU...
[2025-10-13T23:55:08.446749] [INFO ] [sig       ] Generating forecast for: DSU
[2025-10-13T23:55:08.446784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSU' from 'https://tdm.silogroup.org/data/derivative_storage/DSU.csv'.
[2025-10-13T23:55:08.457941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSU'.
[2025-10-13T23:55:08.458499] [INFO ] [FORECASTER] Starting predict_future for DSU
[2025-10-13T23:55:08.483627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:08.484360] [DEBUG] [LOCAL     ] No optimal features file found for DSU: ./output/feature-sets/DSU.txt
[2025-10-13T23:55:08.484416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:08.484450] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:08.484531] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:08.484599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:08.502074] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:08.503013] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:08.503104] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:08.503140] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:08.538399] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:08.538594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:08.538661] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:08.538721] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:08.542365] [DEBUG] [FORECASTER] DSU: Forecast T+1@11:T+2@11: DOWN (p=40.32%)
[2025-10-13T23:55:08.542679] [INFO ] [FORECASTER] Completed predict_future for DSU
[2025-10-13T23:55:08.542840] [INFO ] [sig       ] DSU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:08.763071] [INFO ] [LOCAL     ] Saved forecast: DSU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DSU.txt
[2025-10-13T23:55:08.763289] [INFO ] [sig       ] [534/1810] Completed DSU in 0.3s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:08.763331] [INFO ] [sig       ] [535/1810] Forecasting DSX...
[2025-10-13T23:55:08.763362] [INFO ] [sig       ] Generating forecast for: DSX
[2025-10-13T23:55:08.763393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DSX' from 'https://tdm.silogroup.org/data/derivative_storage/DSX.csv'.
[2025-10-13T23:55:08.771981] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DSX'.
[2025-10-13T23:55:08.772247] [INFO ] [FORECASTER] Starting predict_future for DSX
[2025-10-13T23:55:08.796541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:08.797219] [DEBUG] [LOCAL     ] No optimal features file found for DSX: ./output/feature-sets/DSX.txt
[2025-10-13T23:55:08.797274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:08.797312] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:08.797341] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:08.797398] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:08.814192] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:08.814750] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:08.814830] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:08.814865] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:08.849726] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:08.849839] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:08.849877] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:08.849908] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:08.853051] [DEBUG] [FORECASTER] DSX: Forecast T+1@11:T+2@11: DOWN (p=7.76%)
[2025-10-13T23:55:08.853310] [INFO ] [FORECASTER] Completed predict_future for DSX
[2025-10-13T23:55:08.853443] [INFO ] [sig       ] DSX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:08.994929] [INFO ] [LOCAL     ] Saved forecast: DSX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DSX.txt
[2025-10-13T23:55:08.995173] [INFO ] [sig       ] [535/1810] Completed DSX in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:08.995249] [INFO ] [sig       ] [536/1810] Forecasting DT...
[2025-10-13T23:55:08.995326] [INFO ] [sig       ] Generating forecast for: DT
[2025-10-13T23:55:08.995362] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DT' from 'https://tdm.silogroup.org/data/derivative_storage/DT.csv'.
[2025-10-13T23:55:09.004321] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DT'.
[2025-10-13T23:55:09.004610] [INFO ] [FORECASTER] Starting predict_future for DT
[2025-10-13T23:55:09.029586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:09.030319] [DEBUG] [LOCAL     ] No optimal features file found for DT: ./output/feature-sets/DT.txt
[2025-10-13T23:55:09.030377] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:09.030411] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:09.030440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:09.030497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:09.047664] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:09.048344] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:09.048427] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:09.048462] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:09.085212] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:09.085392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:09.085436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:09.085466] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:09.089069] [DEBUG] [FORECASTER] DT: Forecast T+1@11:T+2@11: DOWN (p=6.49%)
[2025-10-13T23:55:09.089374] [INFO ] [FORECASTER] Completed predict_future for DT
[2025-10-13T23:55:09.089518] [INFO ] [sig       ] DT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:09.237332] [INFO ] [LOCAL     ] Saved forecast: DT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DT.txt
[2025-10-13T23:55:09.237592] [INFO ] [sig       ] [536/1810] Completed DT in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:09.237681] [INFO ] [sig       ] [537/1810] Forecasting DTE...
[2025-10-13T23:55:09.237735] [INFO ] [sig       ] Generating forecast for: DTE
[2025-10-13T23:55:09.237772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTE' from 'https://tdm.silogroup.org/data/derivative_storage/DTE.csv'.
[2025-10-13T23:55:09.246598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTE'.
[2025-10-13T23:55:09.246902] [INFO ] [FORECASTER] Starting predict_future for DTE
[2025-10-13T23:55:09.271493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:09.272215] [DEBUG] [LOCAL     ] No optimal features file found for DTE: ./output/feature-sets/DTE.txt
[2025-10-13T23:55:09.272270] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:09.272303] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:09.272331] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:09.272388] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:09.289535] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:09.290250] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:09.290333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:09.290368] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:09.325501] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:09.326007] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:09.326064] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:09.326097] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:09.330103] [DEBUG] [FORECASTER] DTE: Forecast T+1@11:T+2@11: DOWN (p=9.19%)
[2025-10-13T23:55:09.330376] [INFO ] [FORECASTER] Completed predict_future for DTE
[2025-10-13T23:55:09.330511] [INFO ] [sig       ] DTE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:09.469709] [INFO ] [LOCAL     ] Saved forecast: DTE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DTE.txt
[2025-10-13T23:55:09.469986] [INFO ] [sig       ] [537/1810] Completed DTE in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:09.470029] [INFO ] [sig       ] [538/1810] Forecasting DTG...
[2025-10-13T23:55:09.470060] [INFO ] [sig       ] Generating forecast for: DTG
[2025-10-13T23:55:09.470092] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTG' from 'https://tdm.silogroup.org/data/derivative_storage/DTG.csv'.
[2025-10-13T23:55:09.478590] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTG'.
[2025-10-13T23:55:09.478900] [INFO ] [FORECASTER] Starting predict_future for DTG
[2025-10-13T23:55:09.503716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:09.504381] [DEBUG] [LOCAL     ] No optimal features file found for DTG: ./output/feature-sets/DTG.txt
[2025-10-13T23:55:09.504435] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:09.504469] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:09.504497] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:09.504558] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:09.521446] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:09.522042] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:09.522123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:09.522157] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:09.559566] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:09.559784] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:09.559864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:09.559919] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:09.564763] [DEBUG] [FORECASTER] DTG: Forecast T+1@11:T+2@11: UP (p=70.13%)
[2025-10-13T23:55:09.565125] [INFO ] [FORECASTER] Completed predict_future for DTG
[2025-10-13T23:55:09.565293] [INFO ] [sig       ] DTG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:09.714054] [INFO ] [LOCAL     ] Saved forecast: DTG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DTG.txt
[2025-10-13T23:55:09.714318] [INFO ] [sig       ] [538/1810] Completed DTG in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:09.714363] [INFO ] [sig       ] [539/1810] Forecasting DTM...
[2025-10-13T23:55:09.714395] [INFO ] [sig       ] Generating forecast for: DTM
[2025-10-13T23:55:09.714427] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DTM' from 'https://tdm.silogroup.org/data/derivative_storage/DTM.csv'.
[2025-10-13T23:55:09.723513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DTM'.
[2025-10-13T23:55:09.723913] [INFO ] [FORECASTER] Starting predict_future for DTM
[2025-10-13T23:55:09.748999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:09.749806] [DEBUG] [LOCAL     ] No optimal features file found for DTM: ./output/feature-sets/DTM.txt
[2025-10-13T23:55:09.749862] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:09.749896] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:09.749925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:09.749982] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:09.767222] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:09.768112] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:09.768220] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:09.768257] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:09.804004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:09.804186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:09.804230] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:09.804261] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:09.807924] [DEBUG] [FORECASTER] DTM: Forecast T+1@11:T+2@11: DOWN (p=10.00%)
[2025-10-13T23:55:09.808221] [INFO ] [FORECASTER] Completed predict_future for DTM
[2025-10-13T23:55:09.808368] [INFO ] [sig       ] DTM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:09.952470] [INFO ] [LOCAL     ] Saved forecast: DTM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DTM.txt
[2025-10-13T23:55:09.952733] [INFO ] [sig       ] [539/1810] Completed DTM in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:09.952793] [INFO ] [sig       ] [540/1810] Forecasting DUK...
[2025-10-13T23:55:09.952828] [INFO ] [sig       ] Generating forecast for: DUK
[2025-10-13T23:55:09.952861] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DUK' from 'https://tdm.silogroup.org/data/derivative_storage/DUK.csv'.
[2025-10-13T23:55:09.961542] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DUK'.
[2025-10-13T23:55:09.961871] [INFO ] [FORECASTER] Starting predict_future for DUK
[2025-10-13T23:55:09.987535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:09.988290] [DEBUG] [LOCAL     ] No optimal features file found for DUK: ./output/feature-sets/DUK.txt
[2025-10-13T23:55:09.988348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:09.988384] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:09.988413] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:09.988472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:10.006240] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:10.006816] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:10.006895] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:10.006931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:10.042927] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:10.043010] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:10.043047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:10.043078] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:10.046212] [DEBUG] [FORECASTER] DUK: Forecast T+1@11:T+2@11: DOWN (p=6.58%)
[2025-10-13T23:55:10.046471] [INFO ] [FORECASTER] Completed predict_future for DUK
[2025-10-13T23:55:10.046602] [INFO ] [sig       ] DUK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:10.189476] [INFO ] [LOCAL     ] Saved forecast: DUK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DUK.txt
[2025-10-13T23:55:10.189721] [INFO ] [sig       ] [540/1810] Completed DUK in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:10.189783] [INFO ] [sig       ] [541/1810] Forecasting DUKB...
[2025-10-13T23:55:10.189818] [INFO ] [sig       ] Generating forecast for: DUKB
[2025-10-13T23:55:10.189853] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DUKB' from 'https://tdm.silogroup.org/data/derivative_storage/DUKB.csv'.
[2025-10-13T23:55:10.198605] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'DUKB'.
[2025-10-13T23:55:10.198948] [INFO ] [FORECASTER] Starting predict_future for DUKB
[2025-10-13T23:55:10.223770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:10.224527] [DEBUG] [LOCAL     ] No optimal features file found for DUKB: ./output/feature-sets/DUKB.txt
[2025-10-13T23:55:10.224603] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:10.224638] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:10.224713] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:10.224777] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:10.244806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:10.245399] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:10.245479] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:10.245513] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:10.281983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:10.282138] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:10.282179] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:10.282210] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:10.285523] [DEBUG] [FORECASTER] DUKB: Forecast T+1@11:T+2@11: DOWN (p=23.63%)
[2025-10-13T23:55:10.285824] [INFO ] [FORECASTER] Completed predict_future for DUKB
[2025-10-13T23:55:10.285958] [INFO ] [sig       ] DUKB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:10.426336] [INFO ] [LOCAL     ] Saved forecast: DUKB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DUKB.txt
[2025-10-13T23:55:10.426569] [INFO ] [sig       ] [541/1810] Completed DUKB in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:10.426614] [INFO ] [sig       ] [542/1810] Forecasting DV...
[2025-10-13T23:55:10.426670] [INFO ] [sig       ] Generating forecast for: DV
[2025-10-13T23:55:10.426725] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DV' from 'https://tdm.silogroup.org/data/derivative_storage/DV.csv'.
[2025-10-13T23:55:10.435473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DV'.
[2025-10-13T23:55:10.435810] [INFO ] [FORECASTER] Starting predict_future for DV
[2025-10-13T23:55:10.461281] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:10.462082] [DEBUG] [LOCAL     ] No optimal features file found for DV: ./output/feature-sets/DV.txt
[2025-10-13T23:55:10.462138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:10.462173] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:10.462202] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:10.462265] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:10.479392] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:10.480036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:10.480117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:10.480152] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:10.516089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:10.516271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:10.516324] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:10.516366] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:10.519955] [DEBUG] [FORECASTER] DV: Forecast T+1@11:T+2@11: DOWN (p=44.08%)
[2025-10-13T23:55:10.520237] [INFO ] [FORECASTER] Completed predict_future for DV
[2025-10-13T23:55:10.520376] [INFO ] [sig       ] DV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:10.662203] [INFO ] [LOCAL     ] Saved forecast: DV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DV.txt
[2025-10-13T23:55:10.662447] [INFO ] [sig       ] [542/1810] Completed DV in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:10.662492] [INFO ] [sig       ] [543/1810] Forecasting DX...
[2025-10-13T23:55:10.662523] [INFO ] [sig       ] Generating forecast for: DX
[2025-10-13T23:55:10.662566] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DX' from 'https://tdm.silogroup.org/data/derivative_storage/DX.csv'.
[2025-10-13T23:55:10.671470] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DX'.
[2025-10-13T23:55:10.671859] [INFO ] [FORECASTER] Starting predict_future for DX
[2025-10-13T23:55:10.697023] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:10.697876] [DEBUG] [LOCAL     ] No optimal features file found for DX: ./output/feature-sets/DX.txt
[2025-10-13T23:55:10.697933] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:10.697968] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:10.697996] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:10.698052] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:10.716318] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:10.717130] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:10.717231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:10.717273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:10.751601] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:10.751793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:10.751843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:10.751874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:10.755409] [DEBUG] [FORECASTER] DX: Forecast T+1@11:T+2@11: DOWN (p=6.06%)
[2025-10-13T23:55:10.755736] [INFO ] [FORECASTER] Completed predict_future for DX
[2025-10-13T23:55:10.755877] [INFO ] [sig       ] DX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:10.898367] [INFO ] [LOCAL     ] Saved forecast: DX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DX.txt
[2025-10-13T23:55:10.898604] [INFO ] [sig       ] [543/1810] Completed DX in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:10.898687] [INFO ] [sig       ] [544/1810] Forecasting DXC...
[2025-10-13T23:55:10.898734] [INFO ] [sig       ] Generating forecast for: DXC
[2025-10-13T23:55:10.898769] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DXC' from 'https://tdm.silogroup.org/data/derivative_storage/DXC.csv'.
[2025-10-13T23:55:10.907388] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DXC'.
[2025-10-13T23:55:10.907760] [INFO ] [FORECASTER] Starting predict_future for DXC
[2025-10-13T23:55:10.932272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:10.933104] [DEBUG] [LOCAL     ] No optimal features file found for DXC: ./output/feature-sets/DXC.txt
[2025-10-13T23:55:10.933163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:10.933198] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:10.933227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:10.933286] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:10.950619] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:10.951490] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:10.951574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:10.951609] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:10.987954] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:10.988143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:10.988187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:10.988218] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:10.991849] [DEBUG] [FORECASTER] DXC: Forecast T+1@11:T+2@11: UP (p=82.28%)
[2025-10-13T23:55:10.992180] [INFO ] [FORECASTER] Completed predict_future for DXC
[2025-10-13T23:55:10.992322] [INFO ] [sig       ] DXC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:11.132544] [INFO ] [LOCAL     ] Saved forecast: DXC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DXC.txt
[2025-10-13T23:55:11.132830] [INFO ] [sig       ] [544/1810] Completed DXC in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:11.132890] [INFO ] [sig       ] [545/1810] Forecasting DXYZ...
[2025-10-13T23:55:11.132924] [INFO ] [sig       ] Generating forecast for: DXYZ
[2025-10-13T23:55:11.132956] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DXYZ' from 'https://tdm.silogroup.org/data/derivative_storage/DXYZ.csv'.
[2025-10-13T23:55:11.141846] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DXYZ'.
[2025-10-13T23:55:11.142202] [INFO ] [FORECASTER] Starting predict_future for DXYZ
[2025-10-13T23:55:11.166839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:11.167668] [DEBUG] [LOCAL     ] No optimal features file found for DXYZ: ./output/feature-sets/DXYZ.txt
[2025-10-13T23:55:11.167728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:11.167764] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:11.167791] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:11.167848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:11.184596] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:11.185174] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:11.185254] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:11.185288] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:11.225176] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:11.225289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:11.225329] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:11.225358] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:11.228582] [DEBUG] [FORECASTER] DXYZ: Forecast T+1@11:T+2@11: DOWN (p=14.83%)
[2025-10-13T23:55:11.228870] [INFO ] [FORECASTER] Completed predict_future for DXYZ
[2025-10-13T23:55:11.229010] [INFO ] [sig       ] DXYZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:11.370013] [INFO ] [LOCAL     ] Saved forecast: DXYZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/DXYZ.txt
[2025-10-13T23:55:11.370283] [INFO ] [sig       ] [545/1810] Completed DXYZ in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:11.370327] [INFO ] [sig       ] [546/1810] Forecasting DY...
[2025-10-13T23:55:11.370360] [INFO ] [sig       ] Generating forecast for: DY
[2025-10-13T23:55:11.370393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'DY' from 'https://tdm.silogroup.org/data/derivative_storage/DY.csv'.
[2025-10-13T23:55:11.379446] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'DY'.
[2025-10-13T23:55:11.379776] [INFO ] [FORECASTER] Starting predict_future for DY
[2025-10-13T23:55:11.405746] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:11.406513] [DEBUG] [LOCAL     ] No optimal features file found for DY: ./output/feature-sets/DY.txt
[2025-10-13T23:55:11.406571] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:11.406607] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:11.406637] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:11.406743] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:11.424390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:11.424982] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:11.425063] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:11.425116] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:11.454710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:11.454811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:11.454851] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:11.454882] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:11.458086] [DEBUG] [FORECASTER] DY: Forecast T+1@11:T+2@11: UP (p=53.83%)
[2025-10-13T23:55:11.458350] [INFO ] [FORECASTER] Completed predict_future for DY
[2025-10-13T23:55:11.458481] [INFO ] [sig       ] DY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:11.598954] [INFO ] [LOCAL     ] Saved forecast: DY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/DY.txt
[2025-10-13T23:55:11.599182] [INFO ] [sig       ] [546/1810] Completed DY in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:11.599237] [INFO ] [sig       ] [547/1810] Forecasting E...
[2025-10-13T23:55:11.599270] [INFO ] [sig       ] Generating forecast for: E
[2025-10-13T23:55:11.599301] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'E' from 'https://tdm.silogroup.org/data/derivative_storage/E.csv'.
[2025-10-13T23:55:11.609028] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'E'.
[2025-10-13T23:55:11.609320] [INFO ] [FORECASTER] Starting predict_future for E
[2025-10-13T23:55:11.634080] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:11.634789] [DEBUG] [LOCAL     ] No optimal features file found for E: ./output/feature-sets/E.txt
[2025-10-13T23:55:11.634844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:11.634920] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:11.634959] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:11.635017] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:11.652172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:11.652781] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:11.652860] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:11.652894] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:11.691693] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:11.691822] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:11.691864] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:11.691896] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:11.695169] [DEBUG] [FORECASTER] E: Forecast T+1@11:T+2@11: DOWN (p=31.82%)
[2025-10-13T23:55:11.695438] [INFO ] [FORECASTER] Completed predict_future for E
[2025-10-13T23:55:11.695576] [INFO ] [sig       ] E: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:11.835192] [INFO ] [LOCAL     ] Saved forecast: E	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/E.txt
[2025-10-13T23:55:11.835416] [INFO ] [sig       ] [547/1810] Completed E in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:11.835460] [INFO ] [sig       ] [548/1810] Forecasting EAF...
[2025-10-13T23:55:11.835491] [INFO ] [sig       ] Generating forecast for: EAF
[2025-10-13T23:55:11.835523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAF' from 'https://tdm.silogroup.org/data/derivative_storage/EAF.csv'.
[2025-10-13T23:55:11.844387] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAF'.
[2025-10-13T23:55:11.844689] [INFO ] [FORECASTER] Starting predict_future for EAF
[2025-10-13T23:55:11.869436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:11.870178] [DEBUG] [LOCAL     ] No optimal features file found for EAF: ./output/feature-sets/EAF.txt
[2025-10-13T23:55:11.870232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:11.870284] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:11.870314] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:11.870375] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:11.887138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:11.887787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:11.887868] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:11.887900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:11.918983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:11.919092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:11.919130] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:11.919159] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:11.922255] [DEBUG] [FORECASTER] EAF: Forecast T+1@11:T+2@11: DOWN (p=4.51%)
[2025-10-13T23:55:11.922514] [INFO ] [FORECASTER] Completed predict_future for EAF
[2025-10-13T23:55:11.922637] [INFO ] [sig       ] EAF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:12.064424] [INFO ] [LOCAL     ] Saved forecast: EAF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EAF.txt
[2025-10-13T23:55:12.064696] [INFO ] [sig       ] [548/1810] Completed EAF in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:12.064774] [INFO ] [sig       ] [549/1810] Forecasting EAI...
[2025-10-13T23:55:12.064808] [INFO ] [sig       ] Generating forecast for: EAI
[2025-10-13T23:55:12.064841] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EAI' from 'https://tdm.silogroup.org/data/derivative_storage/EAI.csv'.
[2025-10-13T23:55:12.073171] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EAI'.
[2025-10-13T23:55:12.073469] [INFO ] [FORECASTER] Starting predict_future for EAI
[2025-10-13T23:55:12.098832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:12.099587] [DEBUG] [LOCAL     ] No optimal features file found for EAI: ./output/feature-sets/EAI.txt
[2025-10-13T23:55:12.099666] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:12.099722] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:12.099754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:12.099811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:12.117609] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:12.118550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:12.118634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:12.118710] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:12.155794] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:12.155874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:12.155911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:12.155940] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:12.158953] [DEBUG] [FORECASTER] EAI: Forecast T+1@11:T+2@11: DOWN (p=16.85%)
[2025-10-13T23:55:12.159206] [INFO ] [FORECASTER] Completed predict_future for EAI
[2025-10-13T23:55:12.159339] [INFO ] [sig       ] EAI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:12.302734] [INFO ] [LOCAL     ] Saved forecast: EAI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EAI.txt
[2025-10-13T23:55:12.302983] [INFO ] [sig       ] [549/1810] Completed EAI in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:12.303028] [INFO ] [sig       ] [550/1810] Forecasting EB...
[2025-10-13T23:55:12.303059] [INFO ] [sig       ] Generating forecast for: EB
[2025-10-13T23:55:12.303091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EB' from 'https://tdm.silogroup.org/data/derivative_storage/EB.csv'.
[2025-10-13T23:55:12.311679] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EB'.
[2025-10-13T23:55:12.311936] [INFO ] [FORECASTER] Starting predict_future for EB
[2025-10-13T23:55:12.336439] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:12.337128] [DEBUG] [LOCAL     ] No optimal features file found for EB: ./output/feature-sets/EB.txt
[2025-10-13T23:55:12.337182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:12.337215] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:12.337242] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:12.337300] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:12.354336] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:12.354896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:12.354975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:12.355009] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:12.390765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:12.390848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:12.390884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:12.390913] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:12.394020] [DEBUG] [FORECASTER] EB: Forecast T+1@11:T+2@11: UP (p=89.12%)
[2025-10-13T23:55:12.394269] [INFO ] [FORECASTER] Completed predict_future for EB
[2025-10-13T23:55:12.394398] [INFO ] [sig       ] EB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:12.533166] [INFO ] [LOCAL     ] Saved forecast: EB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EB.txt
[2025-10-13T23:55:12.533357] [INFO ] [sig       ] [550/1810] Completed EB in 0.2s | 4.13 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:12.533402] [INFO ] [sig       ] [551/1810] Forecasting EBR...
[2025-10-13T23:55:12.533433] [INFO ] [sig       ] Generating forecast for: EBR
[2025-10-13T23:55:12.533464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBR' from 'https://tdm.silogroup.org/data/derivative_storage/EBR.csv'.
[2025-10-13T23:55:12.541835] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBR'.
[2025-10-13T23:55:12.542097] [INFO ] [FORECASTER] Starting predict_future for EBR
[2025-10-13T23:55:12.566669] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:12.567375] [DEBUG] [LOCAL     ] No optimal features file found for EBR: ./output/feature-sets/EBR.txt
[2025-10-13T23:55:12.567431] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:12.567465] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:12.567518] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:12.567606] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:12.584823] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:12.585369] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:12.585446] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:12.585481] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:12.620577] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:12.620686] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:12.620737] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:12.620770] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:12.623825] [DEBUG] [FORECASTER] EBR: Forecast T+1@11:T+2@11: UP (p=98.32%)
[2025-10-13T23:55:12.624075] [INFO ] [FORECASTER] Completed predict_future for EBR
[2025-10-13T23:55:12.624202] [INFO ] [sig       ] EBR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:12.763140] [INFO ] [LOCAL     ] Saved forecast: EBR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EBR.txt
[2025-10-13T23:55:12.763328] [INFO ] [sig       ] [551/1810] Completed EBR in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:12.763369] [INFO ] [sig       ] [552/1810] Forecasting EBS...
[2025-10-13T23:55:12.763400] [INFO ] [sig       ] Generating forecast for: EBS
[2025-10-13T23:55:12.763431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EBS' from 'https://tdm.silogroup.org/data/derivative_storage/EBS.csv'.
[2025-10-13T23:55:12.771568] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EBS'.
[2025-10-13T23:55:12.771856] [INFO ] [FORECASTER] Starting predict_future for EBS
[2025-10-13T23:55:12.799353] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:12.800087] [DEBUG] [LOCAL     ] No optimal features file found for EBS: ./output/feature-sets/EBS.txt
[2025-10-13T23:55:12.800149] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:12.800183] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:12.800211] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:12.800267] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:12.817510] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:12.818071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:12.818151] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:12.818184] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:12.853872] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:12.853949] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:12.853985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:12.854013] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:12.856989] [DEBUG] [FORECASTER] EBS: Forecast T+1@11:T+2@11: UP (p=98.81%)
[2025-10-13T23:55:12.857236] [INFO ] [FORECASTER] Completed predict_future for EBS
[2025-10-13T23:55:12.857366] [INFO ] [sig       ] EBS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:12.996011] [INFO ] [LOCAL     ] Saved forecast: EBS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EBS.txt
[2025-10-13T23:55:12.996205] [INFO ] [sig       ] [552/1810] Completed EBS in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:12.996246] [INFO ] [sig       ] [553/1810] Forecasting EC...
[2025-10-13T23:55:12.996277] [INFO ] [sig       ] Generating forecast for: EC
[2025-10-13T23:55:12.996308] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EC' from 'https://tdm.silogroup.org/data/derivative_storage/EC.csv'.
[2025-10-13T23:55:13.005009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EC'.
[2025-10-13T23:55:13.005264] [INFO ] [FORECASTER] Starting predict_future for EC
[2025-10-13T23:55:13.029717] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:13.030372] [DEBUG] [LOCAL     ] No optimal features file found for EC: ./output/feature-sets/EC.txt
[2025-10-13T23:55:13.030426] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:13.030459] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:13.030487] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:13.030544] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:13.047536] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:13.048260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:13.048344] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:13.048386] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:13.084007] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:13.084197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:13.084256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:13.084288] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:13.087675] [DEBUG] [FORECASTER] EC: Forecast T+1@11:T+2@11: UP (p=75.60%)
[2025-10-13T23:55:13.087941] [INFO ] [FORECASTER] Completed predict_future for EC
[2025-10-13T23:55:13.088445] [INFO ] [sig       ] EC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:13.227818] [INFO ] [LOCAL     ] Saved forecast: EC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EC.txt
[2025-10-13T23:55:13.228029] [INFO ] [sig       ] [553/1810] Completed EC in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:13.228070] [INFO ] [sig       ] [554/1810] Forecasting ECAT...
[2025-10-13T23:55:13.228101] [INFO ] [sig       ] Generating forecast for: ECAT
[2025-10-13T23:55:13.228133] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECAT' from 'https://tdm.silogroup.org/data/derivative_storage/ECAT.csv'.
[2025-10-13T23:55:13.237044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECAT'.
[2025-10-13T23:55:13.237314] [INFO ] [FORECASTER] Starting predict_future for ECAT
[2025-10-13T23:55:13.261699] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:13.262357] [DEBUG] [LOCAL     ] No optimal features file found for ECAT: ./output/feature-sets/ECAT.txt
[2025-10-13T23:55:13.262411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:13.262444] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:13.262472] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:13.262529] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:13.279719] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:13.280237] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:13.280315] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:13.280348] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:13.314516] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:13.314618] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:13.314686] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:13.314732] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:13.317736] [DEBUG] [FORECASTER] ECAT: Forecast T+1@11:T+2@11: DOWN (p=44.49%)
[2025-10-13T23:55:13.317984] [INFO ] [FORECASTER] Completed predict_future for ECAT
[2025-10-13T23:55:13.318117] [INFO ] [sig       ] ECAT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:13.457014] [INFO ] [LOCAL     ] Saved forecast: ECAT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ECAT.txt
[2025-10-13T23:55:13.457201] [INFO ] [sig       ] [554/1810] Completed ECAT in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:13.457241] [INFO ] [sig       ] [555/1810] Forecasting ECC...
[2025-10-13T23:55:13.457272] [INFO ] [sig       ] Generating forecast for: ECC
[2025-10-13T23:55:13.457303] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECC' from 'https://tdm.silogroup.org/data/derivative_storage/ECC.csv'.
[2025-10-13T23:55:13.466267] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECC'.
[2025-10-13T23:55:13.466530] [INFO ] [FORECASTER] Starting predict_future for ECC
[2025-10-13T23:55:13.490975] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:13.491637] [DEBUG] [LOCAL     ] No optimal features file found for ECC: ./output/feature-sets/ECC.txt
[2025-10-13T23:55:13.491717] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:13.491770] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:13.491800] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:13.491857] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:13.509033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:13.509550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:13.509626] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:13.509695] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:13.546110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:13.546201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:13.546238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:13.546268] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:13.549430] [DEBUG] [FORECASTER] ECC: Forecast T+1@11:T+2@11: DOWN (p=47.57%)
[2025-10-13T23:55:13.549709] [INFO ] [FORECASTER] Completed predict_future for ECC
[2025-10-13T23:55:13.549846] [INFO ] [sig       ] ECC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:13.691801] [INFO ] [LOCAL     ] Saved forecast: ECC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ECC.txt
[2025-10-13T23:55:13.692004] [INFO ] [sig       ] [555/1810] Completed ECC in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:13.692046] [INFO ] [sig       ] [556/1810] Forecasting ECCU...
[2025-10-13T23:55:13.692076] [INFO ] [sig       ] Generating forecast for: ECCU
[2025-10-13T23:55:13.692107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECCU' from 'https://tdm.silogroup.org/data/derivative_storage/ECCU.csv'.
[2025-10-13T23:55:13.700149] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'ECCU'.
[2025-10-13T23:55:13.700387] [INFO ] [FORECASTER] Starting predict_future for ECCU
[2025-10-13T23:55:13.725062] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:13.725767] [DEBUG] [LOCAL     ] No optimal features file found for ECCU: ./output/feature-sets/ECCU.txt
[2025-10-13T23:55:13.725822] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:13.725856] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:13.725885] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:13.725941] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:13.743165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:13.743738] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:13.743818] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:13.743851] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:13.779290] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:13.779381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:13.779417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:13.779446] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:13.782557] [DEBUG] [FORECASTER] ECCU: Forecast T+1@11:T+2@11: DOWN (p=32.91%)
[2025-10-13T23:55:13.782840] [INFO ] [FORECASTER] Completed predict_future for ECCU
[2025-10-13T23:55:13.782977] [INFO ] [sig       ] ECCU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:13.922551] [INFO ] [LOCAL     ] Saved forecast: ECCU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ECCU.txt
[2025-10-13T23:55:13.922779] [INFO ] [sig       ] [556/1810] Completed ECCU in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.1m
[2025-10-13T23:55:13.922839] [INFO ] [sig       ] [557/1810] Forecasting ECG...
[2025-10-13T23:55:13.922872] [INFO ] [sig       ] Generating forecast for: ECG
[2025-10-13T23:55:13.922951] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECG' from 'https://tdm.silogroup.org/data/derivative_storage/ECG.csv'.
[2025-10-13T23:55:13.931405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECG'.
[2025-10-13T23:55:13.931695] [INFO ] [FORECASTER] Starting predict_future for ECG
[2025-10-13T23:55:13.956077] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:13.956809] [DEBUG] [LOCAL     ] No optimal features file found for ECG: ./output/feature-sets/ECG.txt
[2025-10-13T23:55:13.956864] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:13.956897] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:13.956926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:13.956983] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:13.973928] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:13.974452] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:13.974530] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:13.974563] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:14.011773] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:14.011894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:14.011932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:14.011961] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:14.015177] [DEBUG] [FORECASTER] ECG: Forecast T+1@11:T+2@11: UP (p=52.15%)
[2025-10-13T23:55:14.015447] [INFO ] [FORECASTER] Completed predict_future for ECG
[2025-10-13T23:55:14.015581] [INFO ] [sig       ] ECG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:14.154768] [INFO ] [LOCAL     ] Saved forecast: ECG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ECG.txt
[2025-10-13T23:55:14.154974] [INFO ] [sig       ] [557/1810] Completed ECG in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-13T23:55:14.155017] [INFO ] [sig       ] [558/1810] Forecasting ECL...
[2025-10-13T23:55:14.155048] [INFO ] [sig       ] Generating forecast for: ECL
[2025-10-13T23:55:14.155079] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECL' from 'https://tdm.silogroup.org/data/derivative_storage/ECL.csv'.
[2025-10-13T23:55:14.163579] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECL'.
[2025-10-13T23:55:14.163874] [INFO ] [FORECASTER] Starting predict_future for ECL
[2025-10-13T23:55:14.188279] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:14.188984] [DEBUG] [LOCAL     ] No optimal features file found for ECL: ./output/feature-sets/ECL.txt
[2025-10-13T23:55:14.189041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:14.189075] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:14.189104] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:14.189162] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:14.206218] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:14.206780] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:14.206858] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:14.206892] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:14.239387] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:14.239470] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:14.239506] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:14.239534] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:14.242535] [DEBUG] [FORECASTER] ECL: Forecast T+1@11:T+2@11: DOWN (p=10.68%)
[2025-10-13T23:55:14.242821] [INFO ] [FORECASTER] Completed predict_future for ECL
[2025-10-13T23:55:14.242959] [INFO ] [sig       ] ECL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:14.386786] [INFO ] [LOCAL     ] Saved forecast: ECL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ECL.txt
[2025-10-13T23:55:14.387025] [INFO ] [sig       ] [558/1810] Completed ECL in 0.2s | 4.14 sym/s | Total: 2.2m | ETA: 5.0m
[2025-10-13T23:55:14.387085] [INFO ] [sig       ] [559/1810] Forecasting ECO...
[2025-10-13T23:55:14.387119] [INFO ] [sig       ] Generating forecast for: ECO
[2025-10-13T23:55:14.387152] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECO' from 'https://tdm.silogroup.org/data/derivative_storage/ECO.csv'.
[2025-10-13T23:55:14.397395] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECO'.
[2025-10-13T23:55:14.397724] [INFO ] [FORECASTER] Starting predict_future for ECO
[2025-10-13T23:55:14.422119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:14.422813] [DEBUG] [LOCAL     ] No optimal features file found for ECO: ./output/feature-sets/ECO.txt
[2025-10-13T23:55:14.422867] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:14.422911] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:14.422940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:14.423001] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:14.440288] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:14.440854] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:14.440933] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:14.440967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:14.475957] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:14.476033] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:14.476069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:14.476098] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:14.479058] [DEBUG] [FORECASTER] ECO: Forecast T+1@11:T+2@11: UP (p=52.48%)
[2025-10-13T23:55:14.479306] [INFO ] [FORECASTER] Completed predict_future for ECO
[2025-10-13T23:55:14.479445] [INFO ] [sig       ] ECO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:14.620099] [INFO ] [LOCAL     ] Saved forecast: ECO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ECO.txt
[2025-10-13T23:55:14.620356] [INFO ] [sig       ] [559/1810] Completed ECO in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:14.620401] [INFO ] [sig       ] [560/1810] Forecasting ECVT...
[2025-10-13T23:55:14.620434] [INFO ] [sig       ] Generating forecast for: ECVT
[2025-10-13T23:55:14.620466] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ECVT' from 'https://tdm.silogroup.org/data/derivative_storage/ECVT.csv'.
[2025-10-13T23:55:14.629811] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ECVT'.
[2025-10-13T23:55:14.630257] [INFO ] [FORECASTER] Starting predict_future for ECVT
[2025-10-13T23:55:14.657385] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:14.658231] [DEBUG] [LOCAL     ] No optimal features file found for ECVT: ./output/feature-sets/ECVT.txt
[2025-10-13T23:55:14.658388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:14.658436] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:14.658467] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:14.658527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:14.676863] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:14.677440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:14.677550] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:14.677602] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:14.714672] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:14.714795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:14.714848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:14.714879] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:14.717880] [DEBUG] [FORECASTER] ECVT: Forecast T+1@11:T+2@11: DOWN (p=2.92%)
[2025-10-13T23:55:14.718138] [INFO ] [FORECASTER] Completed predict_future for ECVT
[2025-10-13T23:55:14.718268] [INFO ] [sig       ] ECVT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:14.862749] [INFO ] [LOCAL     ] Saved forecast: ECVT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ECVT.txt
[2025-10-13T23:55:14.862948] [INFO ] [sig       ] [560/1810] Completed ECVT in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:14.862990] [INFO ] [sig       ] [561/1810] Forecasting ED...
[2025-10-13T23:55:14.863020] [INFO ] [sig       ] Generating forecast for: ED
[2025-10-13T23:55:14.863053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ED' from 'https://tdm.silogroup.org/data/derivative_storage/ED.csv'.
[2025-10-13T23:55:14.872016] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ED'.
[2025-10-13T23:55:14.872283] [INFO ] [FORECASTER] Starting predict_future for ED
[2025-10-13T23:55:14.897376] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:14.898161] [DEBUG] [LOCAL     ] No optimal features file found for ED: ./output/feature-sets/ED.txt
[2025-10-13T23:55:14.898217] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:14.898252] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:14.898281] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:14.898338] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:14.915843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:14.916375] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:14.916459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:14.916493] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:14.951960] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:14.952039] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:14.952076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:14.952106] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:14.955337] [DEBUG] [FORECASTER] ED: Forecast T+1@11:T+2@11: UP (p=96.61%)
[2025-10-13T23:55:14.955595] [INFO ] [FORECASTER] Completed predict_future for ED
[2025-10-13T23:55:14.955760] [INFO ] [sig       ] ED: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:15.100904] [INFO ] [LOCAL     ] Saved forecast: ED	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ED.txt
[2025-10-13T23:55:15.101106] [INFO ] [sig       ] [561/1810] Completed ED in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:15.101147] [INFO ] [sig       ] [562/1810] Forecasting EDD...
[2025-10-13T23:55:15.101178] [INFO ] [sig       ] Generating forecast for: EDD
[2025-10-13T23:55:15.101210] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDD' from 'https://tdm.silogroup.org/data/derivative_storage/EDD.csv'.
[2025-10-13T23:55:15.109721] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EDD'.
[2025-10-13T23:55:15.109981] [INFO ] [FORECASTER] Starting predict_future for EDD
[2025-10-13T23:55:15.138731] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:15.139541] [DEBUG] [LOCAL     ] No optimal features file found for EDD: ./output/feature-sets/EDD.txt
[2025-10-13T23:55:15.139597] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:15.139631] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:15.139727] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:15.139809] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:15.158004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:15.158585] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:15.158702] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:15.158752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:15.194634] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:15.194742] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:15.194783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:15.194814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:15.197969] [DEBUG] [FORECASTER] EDD: Forecast T+1@11:T+2@11: UP (p=99.01%)
[2025-10-13T23:55:15.198237] [INFO ] [FORECASTER] Completed predict_future for EDD
[2025-10-13T23:55:15.198368] [INFO ] [sig       ] EDD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:15.343953] [INFO ] [LOCAL     ] Saved forecast: EDD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EDD.txt
[2025-10-13T23:55:15.344152] [INFO ] [sig       ] [562/1810] Completed EDD in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:15.344194] [INFO ] [sig       ] [563/1810] Forecasting EDN...
[2025-10-13T23:55:15.344224] [INFO ] [sig       ] Generating forecast for: EDN
[2025-10-13T23:55:15.344265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EDN' from 'https://tdm.silogroup.org/data/derivative_storage/EDN.csv'.
[2025-10-13T23:55:15.354409] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'EDN'.
[2025-10-13T23:55:15.354712] [INFO ] [FORECASTER] Starting predict_future for EDN
[2025-10-13T23:55:15.380131] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:15.380855] [DEBUG] [LOCAL     ] No optimal features file found for EDN: ./output/feature-sets/EDN.txt
[2025-10-13T23:55:15.380911] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:15.380945] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:15.380974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:15.381031] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:15.399143] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:15.399751] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:15.399865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:15.399906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:15.433672] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:15.433749] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:15.433786] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:15.433816] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:15.436856] [DEBUG] [FORECASTER] EDN: Forecast T+1@11:T+2@11: UP (p=90.83%)
[2025-10-13T23:55:15.437110] [INFO ] [FORECASTER] Completed predict_future for EDN
[2025-10-13T23:55:15.437242] [INFO ] [sig       ] EDN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:15.582214] [INFO ] [LOCAL     ] Saved forecast: EDN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EDN.txt
[2025-10-13T23:55:15.582408] [INFO ] [sig       ] [563/1810] Completed EDN in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:15.582449] [INFO ] [sig       ] [564/1810] Forecasting EE...
[2025-10-13T23:55:15.582488] [INFO ] [sig       ] Generating forecast for: EE
[2025-10-13T23:55:15.582520] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EE' from 'https://tdm.silogroup.org/data/derivative_storage/EE.csv'.
[2025-10-13T23:55:15.591452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EE'.
[2025-10-13T23:55:15.591745] [INFO ] [FORECASTER] Starting predict_future for EE
[2025-10-13T23:55:15.616895] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:15.617671] [DEBUG] [LOCAL     ] No optimal features file found for EE: ./output/feature-sets/EE.txt
[2025-10-13T23:55:15.617731] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:15.617766] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:15.617795] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:15.617853] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:15.635633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:15.636214] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:15.636296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:15.636331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:15.674077] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:15.674154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:15.674190] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:15.674219] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:15.677180] [DEBUG] [FORECASTER] EE: Forecast T+1@11:T+2@11: UP (p=50.40%)
[2025-10-13T23:55:15.677427] [INFO ] [FORECASTER] Completed predict_future for EE
[2025-10-13T23:55:15.677592] [INFO ] [sig       ] EE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:15.821209] [INFO ] [LOCAL     ] Saved forecast: EE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EE.txt
[2025-10-13T23:55:15.821408] [INFO ] [sig       ] [564/1810] Completed EE in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:15.821449] [INFO ] [sig       ] [565/1810] Forecasting EEX...
[2025-10-13T23:55:15.821479] [INFO ] [sig       ] Generating forecast for: EEX
[2025-10-13T23:55:15.821511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EEX' from 'https://tdm.silogroup.org/data/derivative_storage/EEX.csv'.
[2025-10-13T23:55:15.830254] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EEX'.
[2025-10-13T23:55:15.830511] [INFO ] [FORECASTER] Starting predict_future for EEX
[2025-10-13T23:55:15.855251] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:15.855955] [DEBUG] [LOCAL     ] No optimal features file found for EEX: ./output/feature-sets/EEX.txt
[2025-10-13T23:55:15.856016] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:15.856050] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:15.856079] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:15.856136] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:15.873398] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:15.873958] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:15.874037] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:15.874071] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:15.913912] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:15.914038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:15.914085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:15.914115] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:15.917277] [DEBUG] [FORECASTER] EEX: Forecast T+1@11:T+2@11: UP (p=90.39%)
[2025-10-13T23:55:15.917565] [INFO ] [FORECASTER] Completed predict_future for EEX
[2025-10-13T23:55:15.917736] [INFO ] [sig       ] EEX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:16.062893] [INFO ] [LOCAL     ] Saved forecast: EEX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EEX.txt
[2025-10-13T23:55:16.063104] [INFO ] [sig       ] [565/1810] Completed EEX in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:16.063163] [INFO ] [sig       ] [566/1810] Forecasting EFC...
[2025-10-13T23:55:16.063196] [INFO ] [sig       ] Generating forecast for: EFC
[2025-10-13T23:55:16.063228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFC' from 'https://tdm.silogroup.org/data/derivative_storage/EFC.csv'.
[2025-10-13T23:55:16.072393] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFC'.
[2025-10-13T23:55:16.072709] [INFO ] [FORECASTER] Starting predict_future for EFC
[2025-10-13T23:55:16.098252] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:16.098995] [DEBUG] [LOCAL     ] No optimal features file found for EFC: ./output/feature-sets/EFC.txt
[2025-10-13T23:55:16.099051] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:16.099087] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:16.099118] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:16.099178] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:16.116809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:16.117342] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:16.117421] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:16.117456] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:16.152132] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:16.152225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:16.152263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:16.152293] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:16.155476] [DEBUG] [FORECASTER] EFC: Forecast T+1@11:T+2@11: DOWN (p=7.44%)
[2025-10-13T23:55:16.156279] [INFO ] [FORECASTER] Completed predict_future for EFC
[2025-10-13T23:55:16.156425] [INFO ] [sig       ] EFC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:16.302463] [INFO ] [LOCAL     ] Saved forecast: EFC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EFC.txt
[2025-10-13T23:55:16.302699] [INFO ] [sig       ] [566/1810] Completed EFC in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:16.302759] [INFO ] [sig       ] [567/1810] Forecasting EFR...
[2025-10-13T23:55:16.302793] [INFO ] [sig       ] Generating forecast for: EFR
[2025-10-13T23:55:16.302825] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFR' from 'https://tdm.silogroup.org/data/derivative_storage/EFR.csv'.
[2025-10-13T23:55:16.311996] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFR'.
[2025-10-13T23:55:16.312286] [INFO ] [FORECASTER] Starting predict_future for EFR
[2025-10-13T23:55:16.337821] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:16.338628] [DEBUG] [LOCAL     ] No optimal features file found for EFR: ./output/feature-sets/EFR.txt
[2025-10-13T23:55:16.338714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:16.338782] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:16.338838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:16.339053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:16.357311] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:16.357954] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:16.358034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:16.358069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:16.393008] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:16.393088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:16.393142] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:16.393172] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:16.396277] [DEBUG] [FORECASTER] EFR: Forecast T+1@11:T+2@11: UP (p=89.18%)
[2025-10-13T23:55:16.396536] [INFO ] [FORECASTER] Completed predict_future for EFR
[2025-10-13T23:55:16.396697] [INFO ] [sig       ] EFR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:16.536918] [INFO ] [LOCAL     ] Saved forecast: EFR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EFR.txt
[2025-10-13T23:55:16.537104] [INFO ] [sig       ] [567/1810] Completed EFR in 0.2s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:16.537145] [INFO ] [sig       ] [568/1810] Forecasting EFT...
[2025-10-13T23:55:16.537176] [INFO ] [sig       ] Generating forecast for: EFT
[2025-10-13T23:55:16.537208] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFT' from 'https://tdm.silogroup.org/data/derivative_storage/EFT.csv'.
[2025-10-13T23:55:16.545620] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFT'.
[2025-10-13T23:55:16.545922] [INFO ] [FORECASTER] Starting predict_future for EFT
[2025-10-13T23:55:16.570501] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:16.571194] [DEBUG] [LOCAL     ] No optimal features file found for EFT: ./output/feature-sets/EFT.txt
[2025-10-13T23:55:16.571248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:16.571281] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:16.571310] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:16.571367] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:16.588635] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:16.589182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:16.589259] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:16.589292] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:16.626462] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:16.626572] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:16.626810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:16.626867] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:16.630396] [DEBUG] [FORECASTER] EFT: Forecast T+1@11:T+2@11: UP (p=76.53%)
[2025-10-13T23:55:16.630745] [INFO ] [FORECASTER] Completed predict_future for EFT
[2025-10-13T23:55:16.630887] [INFO ] [sig       ] EFT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:16.790604] [INFO ] [LOCAL     ] Saved forecast: EFT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EFT.txt
[2025-10-13T23:55:16.791003] [INFO ] [sig       ] [568/1810] Completed EFT in 0.3s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:16.791069] [INFO ] [sig       ] [569/1810] Forecasting EFXT...
[2025-10-13T23:55:16.791105] [INFO ] [sig       ] Generating forecast for: EFXT
[2025-10-13T23:55:16.791164] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EFXT' from 'https://tdm.silogroup.org/data/derivative_storage/EFXT.csv'.
[2025-10-13T23:55:16.805936] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EFXT'.
[2025-10-13T23:55:16.806446] [INFO ] [FORECASTER] Starting predict_future for EFXT
[2025-10-13T23:55:16.837313] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:16.838447] [DEBUG] [LOCAL     ] No optimal features file found for EFXT: ./output/feature-sets/EFXT.txt
[2025-10-13T23:55:16.838523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:16.838570] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:16.838625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:16.838759] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:16.861592] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:16.862924] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:16.863038] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:16.863093] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:16.898467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:16.898700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:16.898771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:16.898807] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:16.902843] [DEBUG] [FORECASTER] EFXT: Forecast T+1@11:T+2@11: UP (p=96.42%)
[2025-10-13T23:55:16.903189] [INFO ] [FORECASTER] Completed predict_future for EFXT
[2025-10-13T23:55:16.903362] [INFO ] [sig       ] EFXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:17.082295] [INFO ] [LOCAL     ] Saved forecast: EFXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EFXT.txt
[2025-10-13T23:55:17.082602] [INFO ] [sig       ] [569/1810] Completed EFXT in 0.3s | 4.14 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:17.082671] [INFO ] [sig       ] [570/1810] Forecasting EG...
[2025-10-13T23:55:17.082805] [INFO ] [sig       ] Generating forecast for: EG
[2025-10-13T23:55:17.082849] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EG' from 'https://tdm.silogroup.org/data/derivative_storage/EG.csv'.
[2025-10-13T23:55:17.095670] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EG'.
[2025-10-13T23:55:17.096222] [INFO ] [FORECASTER] Starting predict_future for EG
[2025-10-13T23:55:17.134535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:17.135730] [DEBUG] [LOCAL     ] No optimal features file found for EG: ./output/feature-sets/EG.txt
[2025-10-13T23:55:17.135803] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:17.135851] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:17.135891] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:17.135977] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:17.163878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:17.165107] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:17.165233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:17.165290] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:17.212431] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:17.212674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:17.212757] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:17.212814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:17.218332] [DEBUG] [FORECASTER] EG: Forecast T+1@11:T+2@11: UP (p=68.98%)
[2025-10-13T23:55:17.218881] [INFO ] [FORECASTER] Completed predict_future for EG
[2025-10-13T23:55:17.219091] [INFO ] [sig       ] EG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:17.439842] [INFO ] [LOCAL     ] Saved forecast: EG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EG.txt
[2025-10-13T23:55:17.440218] [INFO ] [sig       ] [570/1810] Completed EG in 0.4s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:17.440295] [INFO ] [sig       ] [571/1810] Forecasting EGO...
[2025-10-13T23:55:17.440346] [INFO ] [sig       ] Generating forecast for: EGO
[2025-10-13T23:55:17.440392] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGO' from 'https://tdm.silogroup.org/data/derivative_storage/EGO.csv'.
[2025-10-13T23:55:17.452028] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGO'.
[2025-10-13T23:55:17.452534] [INFO ] [FORECASTER] Starting predict_future for EGO
[2025-10-13T23:55:17.485275] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:17.486388] [DEBUG] [LOCAL     ] No optimal features file found for EGO: ./output/feature-sets/EGO.txt
[2025-10-13T23:55:17.486470] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:17.486525] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:17.486560] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:17.486623] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:17.506017] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:17.507073] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:17.507196] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:17.507254] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:17.549485] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:17.549707] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:17.549771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:17.549808] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:17.554329] [DEBUG] [FORECASTER] EGO: Forecast T+1@11:T+2@11: DOWN (p=2.45%)
[2025-10-13T23:55:17.554713] [INFO ] [FORECASTER] Completed predict_future for EGO
[2025-10-13T23:55:17.554893] [INFO ] [sig       ] EGO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:17.713025] [INFO ] [LOCAL     ] Saved forecast: EGO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EGO.txt
[2025-10-13T23:55:17.713298] [INFO ] [sig       ] [571/1810] Completed EGO in 0.3s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:17.713358] [INFO ] [sig       ] [572/1810] Forecasting EGP...
[2025-10-13T23:55:17.713393] [INFO ] [sig       ] Generating forecast for: EGP
[2025-10-13T23:55:17.713426] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EGP' from 'https://tdm.silogroup.org/data/derivative_storage/EGP.csv'.
[2025-10-13T23:55:17.722892] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EGP'.
[2025-10-13T23:55:17.723289] [INFO ] [FORECASTER] Starting predict_future for EGP
[2025-10-13T23:55:17.750758] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:17.751543] [DEBUG] [LOCAL     ] No optimal features file found for EGP: ./output/feature-sets/EGP.txt
[2025-10-13T23:55:17.751600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:17.751636] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:17.751721] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:17.751802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:17.769966] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:17.770907] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:17.771016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:17.771072] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:17.809517] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:17.809930] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:17.809992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:17.810028] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:17.814877] [DEBUG] [FORECASTER] EGP: Forecast T+1@11:T+2@11: UP (p=93.90%)
[2025-10-13T23:55:17.815206] [INFO ] [FORECASTER] Completed predict_future for EGP
[2025-10-13T23:55:17.815352] [INFO ] [sig       ] EGP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:17.966213] [INFO ] [LOCAL     ] Saved forecast: EGP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EGP.txt
[2025-10-13T23:55:17.966453] [INFO ] [sig       ] [572/1810] Completed EGP in 0.3s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:17.966504] [INFO ] [sig       ] [573/1810] Forecasting EHAB...
[2025-10-13T23:55:17.966536] [INFO ] [sig       ] Generating forecast for: EHAB
[2025-10-13T23:55:17.966569] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHAB' from 'https://tdm.silogroup.org/data/derivative_storage/EHAB.csv'.
[2025-10-13T23:55:17.975637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHAB'.
[2025-10-13T23:55:17.976051] [INFO ] [FORECASTER] Starting predict_future for EHAB
[2025-10-13T23:55:18.006202] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:18.007285] [DEBUG] [LOCAL     ] No optimal features file found for EHAB: ./output/feature-sets/EHAB.txt
[2025-10-13T23:55:18.007354] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:18.007396] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:18.007431] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:18.007532] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:18.029616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:18.030475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:18.030564] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:18.030601] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:18.059072] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:18.059246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:18.059302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:18.059336] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:18.063390] [DEBUG] [FORECASTER] EHAB: Forecast T+1@11:T+2@11: DOWN (p=27.04%)
[2025-10-13T23:55:18.063730] [INFO ] [FORECASTER] Completed predict_future for EHAB
[2025-10-13T23:55:18.063868] [INFO ] [sig       ] EHAB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:18.204285] [INFO ] [LOCAL     ] Saved forecast: EHAB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EHAB.txt
[2025-10-13T23:55:18.204524] [INFO ] [sig       ] [573/1810] Completed EHAB in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:18.204567] [INFO ] [sig       ] [574/1810] Forecasting EHC...
[2025-10-13T23:55:18.204598] [INFO ] [sig       ] Generating forecast for: EHC
[2025-10-13T23:55:18.204631] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHC' from 'https://tdm.silogroup.org/data/derivative_storage/EHC.csv'.
[2025-10-13T23:55:18.213278] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHC'.
[2025-10-13T23:55:18.213673] [INFO ] [FORECASTER] Starting predict_future for EHC
[2025-10-13T23:55:18.238761] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:18.239504] [DEBUG] [LOCAL     ] No optimal features file found for EHC: ./output/feature-sets/EHC.txt
[2025-10-13T23:55:18.239559] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:18.239593] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:18.239622] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:18.239712] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:18.256846] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:18.257365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:18.257440] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:18.257474] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:18.284039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:18.284119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:18.284155] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:18.284204] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:18.287265] [DEBUG] [FORECASTER] EHC: Forecast T+1@11:T+2@11: UP (p=73.85%)
[2025-10-13T23:55:18.287534] [INFO ] [FORECASTER] Completed predict_future for EHC
[2025-10-13T23:55:18.287694] [INFO ] [sig       ] EHC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:18.426076] [INFO ] [LOCAL     ] Saved forecast: EHC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EHC.txt
[2025-10-13T23:55:18.426279] [INFO ] [sig       ] [574/1810] Completed EHC in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:18.426321] [INFO ] [sig       ] [575/1810] Forecasting EHI...
[2025-10-13T23:55:18.426351] [INFO ] [sig       ] Generating forecast for: EHI
[2025-10-13T23:55:18.426383] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EHI' from 'https://tdm.silogroup.org/data/derivative_storage/EHI.csv'.
[2025-10-13T23:55:18.437130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EHI'.
[2025-10-13T23:55:18.437742] [INFO ] [FORECASTER] Starting predict_future for EHI
[2025-10-13T23:55:18.465387] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:18.466203] [DEBUG] [LOCAL     ] No optimal features file found for EHI: ./output/feature-sets/EHI.txt
[2025-10-13T23:55:18.466260] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:18.466296] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:18.466326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:18.466383] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:18.483340] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:18.484185] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:18.484276] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:18.484310] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:18.516544] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:18.516763] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:18.516819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:18.516851] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:18.520502] [DEBUG] [FORECASTER] EHI: Forecast T+1@11:T+2@11: UP (p=99.75%)
[2025-10-13T23:55:18.520831] [INFO ] [FORECASTER] Completed predict_future for EHI
[2025-10-13T23:55:18.520984] [INFO ] [sig       ] EHI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:18.658807] [INFO ] [LOCAL     ] Saved forecast: EHI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EHI.txt
[2025-10-13T23:55:18.659076] [INFO ] [sig       ] [575/1810] Completed EHI in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:18.659120] [INFO ] [sig       ] [576/1810] Forecasting EIC...
[2025-10-13T23:55:18.659151] [INFO ] [sig       ] Generating forecast for: EIC
[2025-10-13T23:55:18.659183] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIC' from 'https://tdm.silogroup.org/data/derivative_storage/EIC.csv'.
[2025-10-13T23:55:18.668695] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIC'.
[2025-10-13T23:55:18.668967] [INFO ] [FORECASTER] Starting predict_future for EIC
[2025-10-13T23:55:18.693401] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:18.694130] [DEBUG] [LOCAL     ] No optimal features file found for EIC: ./output/feature-sets/EIC.txt
[2025-10-13T23:55:18.694186] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:18.694221] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:18.694249] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:18.694305] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:18.711308] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:18.712264] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:18.712354] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:18.712388] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:18.745537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:18.745632] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:18.745708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:18.745746] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:18.748919] [DEBUG] [FORECASTER] EIC: Forecast T+1@11:T+2@11: UP (p=92.03%)
[2025-10-13T23:55:18.749176] [INFO ] [FORECASTER] Completed predict_future for EIC
[2025-10-13T23:55:18.749314] [INFO ] [sig       ] EIC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:18.888781] [INFO ] [LOCAL     ] Saved forecast: EIC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EIC.txt
[2025-10-13T23:55:18.889048] [INFO ] [sig       ] [576/1810] Completed EIC in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:18.889091] [INFO ] [sig       ] [577/1810] Forecasting EIG...
[2025-10-13T23:55:18.889122] [INFO ] [sig       ] Generating forecast for: EIG
[2025-10-13T23:55:18.889153] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIG' from 'https://tdm.silogroup.org/data/derivative_storage/EIG.csv'.
[2025-10-13T23:55:18.898671] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIG'.
[2025-10-13T23:55:18.899014] [INFO ] [FORECASTER] Starting predict_future for EIG
[2025-10-13T23:55:18.925172] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:18.925923] [DEBUG] [LOCAL     ] No optimal features file found for EIG: ./output/feature-sets/EIG.txt
[2025-10-13T23:55:18.925979] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:18.926015] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:18.926044] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:18.926102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:18.943759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:18.944333] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:18.944417] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:18.944453] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:18.977982] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:18.978058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:18.978096] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:18.978128] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:18.981277] [DEBUG] [FORECASTER] EIG: Forecast T+1@11:T+2@11: UP (p=86.01%)
[2025-10-13T23:55:18.981534] [INFO ] [FORECASTER] Completed predict_future for EIG
[2025-10-13T23:55:18.981697] [INFO ] [sig       ] EIG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:19.123697] [INFO ] [LOCAL     ] Saved forecast: EIG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EIG.txt
[2025-10-13T23:55:19.123951] [INFO ] [sig       ] [577/1810] Completed EIG in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:19.123994] [INFO ] [sig       ] [578/1810] Forecasting EIX...
[2025-10-13T23:55:19.124027] [INFO ] [sig       ] Generating forecast for: EIX
[2025-10-13T23:55:19.124060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EIX' from 'https://tdm.silogroup.org/data/derivative_storage/EIX.csv'.
[2025-10-13T23:55:19.133352] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EIX'.
[2025-10-13T23:55:19.133786] [INFO ] [FORECASTER] Starting predict_future for EIX
[2025-10-13T23:55:19.158397] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:19.159156] [DEBUG] [LOCAL     ] No optimal features file found for EIX: ./output/feature-sets/EIX.txt
[2025-10-13T23:55:19.159210] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:19.159243] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:19.159270] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:19.159328] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:19.177057] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:19.178019] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:19.178109] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:19.178143] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:19.213885] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:19.213980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:19.214018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:19.214048] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:19.217169] [DEBUG] [FORECASTER] EIX: Forecast T+1@11:T+2@11: UP (p=51.37%)
[2025-10-13T23:55:19.217427] [INFO ] [FORECASTER] Completed predict_future for EIX
[2025-10-13T23:55:19.217592] [INFO ] [sig       ] EIX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:19.358333] [INFO ] [LOCAL     ] Saved forecast: EIX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EIX.txt
[2025-10-13T23:55:19.358569] [INFO ] [sig       ] [578/1810] Completed EIX in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:19.358618] [INFO ] [sig       ] [579/1810] Forecasting EL...
[2025-10-13T23:55:19.358692] [INFO ] [sig       ] Generating forecast for: EL
[2025-10-13T23:55:19.358740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EL' from 'https://tdm.silogroup.org/data/derivative_storage/EL.csv'.
[2025-10-13T23:55:19.367037] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EL'.
[2025-10-13T23:55:19.367333] [INFO ] [FORECASTER] Starting predict_future for EL
[2025-10-13T23:55:19.393770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:19.394560] [DEBUG] [LOCAL     ] No optimal features file found for EL: ./output/feature-sets/EL.txt
[2025-10-13T23:55:19.394615] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:19.394676] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:19.394725] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:19.394786] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:19.411624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:19.412220] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:19.412304] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:19.412338] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:19.447199] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:19.447270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:19.447305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:19.447362] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:19.451940] [DEBUG] [FORECASTER] EL: Forecast T+1@11:T+2@11: DOWN (p=23.42%)
[2025-10-13T23:55:19.452183] [INFO ] [FORECASTER] Completed predict_future for EL
[2025-10-13T23:55:19.452312] [INFO ] [sig       ] EL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:19.590897] [INFO ] [LOCAL     ] Saved forecast: EL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EL.txt
[2025-10-13T23:55:19.591142] [INFO ] [sig       ] [579/1810] Completed EL in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:19.591193] [INFO ] [sig       ] [580/1810] Forecasting ELAN...
[2025-10-13T23:55:19.591224] [INFO ] [sig       ] Generating forecast for: ELAN
[2025-10-13T23:55:19.591256] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELAN' from 'https://tdm.silogroup.org/data/derivative_storage/ELAN.csv'.
[2025-10-13T23:55:19.600128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELAN'.
[2025-10-13T23:55:19.600398] [INFO ] [FORECASTER] Starting predict_future for ELAN
[2025-10-13T23:55:19.624865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:19.625501] [DEBUG] [LOCAL     ] No optimal features file found for ELAN: ./output/feature-sets/ELAN.txt
[2025-10-13T23:55:19.625558] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:19.625591] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:19.625618] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:19.625701] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:19.642538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:19.643097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:19.643176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:19.643209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:19.677904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:19.677977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:19.678013] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:19.678041] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:19.680950] [DEBUG] [FORECASTER] ELAN: Forecast T+1@11:T+2@11: DOWN (p=39.31%)
[2025-10-13T23:55:19.681192] [INFO ] [FORECASTER] Completed predict_future for ELAN
[2025-10-13T23:55:19.681320] [INFO ] [sig       ] ELAN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:19.821867] [INFO ] [LOCAL     ] Saved forecast: ELAN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ELAN.txt
[2025-10-13T23:55:19.822082] [INFO ] [sig       ] [580/1810] Completed ELAN in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:19.822123] [INFO ] [sig       ] [581/1810] Forecasting ELC...
[2025-10-13T23:55:19.822154] [INFO ] [sig       ] Generating forecast for: ELC
[2025-10-13T23:55:19.822186] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELC' from 'https://tdm.silogroup.org/data/derivative_storage/ELC.csv'.
[2025-10-13T23:55:19.830196] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELC'.
[2025-10-13T23:55:19.830442] [INFO ] [FORECASTER] Starting predict_future for ELC
[2025-10-13T23:55:19.854614] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:19.855295] [DEBUG] [LOCAL     ] No optimal features file found for ELC: ./output/feature-sets/ELC.txt
[2025-10-13T23:55:19.855349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:19.855383] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:19.855412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:19.855468] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:19.872219] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:19.872803] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:19.872882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:19.872916] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:19.906053] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:19.906130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:19.906167] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:19.906214] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:19.909203] [DEBUG] [FORECASTER] ELC: Forecast T+1@11:T+2@11: DOWN (p=40.67%)
[2025-10-13T23:55:19.909444] [INFO ] [FORECASTER] Completed predict_future for ELC
[2025-10-13T23:55:19.909573] [INFO ] [sig       ] ELC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:20.046997] [INFO ] [LOCAL     ] Saved forecast: ELC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ELC.txt
[2025-10-13T23:55:20.047194] [INFO ] [sig       ] [581/1810] Completed ELC in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:20.047234] [INFO ] [sig       ] [582/1810] Forecasting ELF...
[2025-10-13T23:55:20.047265] [INFO ] [sig       ] Generating forecast for: ELF
[2025-10-13T23:55:20.047297] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELF' from 'https://tdm.silogroup.org/data/derivative_storage/ELF.csv'.
[2025-10-13T23:55:20.055993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELF'.
[2025-10-13T23:55:20.056268] [INFO ] [FORECASTER] Starting predict_future for ELF
[2025-10-13T23:55:20.080609] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:20.081307] [DEBUG] [LOCAL     ] No optimal features file found for ELF: ./output/feature-sets/ELF.txt
[2025-10-13T23:55:20.081361] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:20.081394] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:20.081422] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:20.081479] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:20.098148] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:20.098684] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:20.098767] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:20.098800] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:20.132238] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:20.132309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:20.132344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:20.132372] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:20.135333] [DEBUG] [FORECASTER] ELF: Forecast T+1@11:T+2@11: UP (p=68.54%)
[2025-10-13T23:55:20.135576] [INFO ] [FORECASTER] Completed predict_future for ELF
[2025-10-13T23:55:20.135731] [INFO ] [sig       ] ELF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:20.273853] [INFO ] [LOCAL     ] Saved forecast: ELF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ELF.txt
[2025-10-13T23:55:20.274065] [INFO ] [sig       ] [582/1810] Completed ELF in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 5.0m
[2025-10-13T23:55:20.274148] [INFO ] [sig       ] [583/1810] Forecasting ELME...
[2025-10-13T23:55:20.274187] [INFO ] [sig       ] Generating forecast for: ELME
[2025-10-13T23:55:20.274220] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELME' from 'https://tdm.silogroup.org/data/derivative_storage/ELME.csv'.
[2025-10-13T23:55:20.283488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELME'.
[2025-10-13T23:55:20.283860] [INFO ] [FORECASTER] Starting predict_future for ELME
[2025-10-13T23:55:20.309130] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:20.309835] [DEBUG] [LOCAL     ] No optimal features file found for ELME: ./output/feature-sets/ELME.txt
[2025-10-13T23:55:20.309890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:20.309923] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:20.309951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:20.310007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:20.326906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:20.327455] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:20.327575] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:20.327620] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:20.360849] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:20.360998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:20.361041] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:20.361069] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:20.364597] [DEBUG] [FORECASTER] ELME: Forecast T+1@11:T+2@11: DOWN (p=46.58%)
[2025-10-13T23:55:20.364984] [INFO ] [FORECASTER] Completed predict_future for ELME
[2025-10-13T23:55:20.365157] [INFO ] [sig       ] ELME: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:20.510566] [INFO ] [LOCAL     ] Saved forecast: ELME	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ELME.txt
[2025-10-13T23:55:20.510836] [INFO ] [sig       ] [583/1810] Completed ELME in 0.2s | 4.13 sym/s | Total: 2.3m | ETA: 4.9m
[2025-10-13T23:55:20.510896] [INFO ] [sig       ] [584/1810] Forecasting ELP...
[2025-10-13T23:55:20.510929] [INFO ] [sig       ] Generating forecast for: ELP
[2025-10-13T23:55:20.510962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELP' from 'https://tdm.silogroup.org/data/derivative_storage/ELP.csv'.
[2025-10-13T23:55:20.519700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELP'.
[2025-10-13T23:55:20.520005] [INFO ] [FORECASTER] Starting predict_future for ELP
[2025-10-13T23:55:20.545099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:20.545798] [DEBUG] [LOCAL     ] No optimal features file found for ELP: ./output/feature-sets/ELP.txt
[2025-10-13T23:55:20.545852] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:20.545885] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:20.545913] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:20.545968] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:20.564459] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:20.565149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:20.565232] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:20.565267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:20.599840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:20.600005] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:20.600049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:20.600081] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:20.604179] [DEBUG] [FORECASTER] ELP: Forecast T+1@11:T+2@11: DOWN (p=26.94%)
[2025-10-13T23:55:20.604532] [INFO ] [FORECASTER] Completed predict_future for ELP
[2025-10-13T23:55:20.604743] [INFO ] [sig       ] ELP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:20.749713] [INFO ] [LOCAL     ] Saved forecast: ELP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ELP.txt
[2025-10-13T23:55:20.750004] [INFO ] [sig       ] [584/1810] Completed ELP in 0.2s | 4.13 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:20.750048] [INFO ] [sig       ] [585/1810] Forecasting ELS...
[2025-10-13T23:55:20.750079] [INFO ] [sig       ] Generating forecast for: ELS
[2025-10-13T23:55:20.750111] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELS' from 'https://tdm.silogroup.org/data/derivative_storage/ELS.csv'.
[2025-10-13T23:55:20.759043] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELS'.
[2025-10-13T23:55:20.759307] [INFO ] [FORECASTER] Starting predict_future for ELS
[2025-10-13T23:55:20.783950] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:20.784712] [DEBUG] [LOCAL     ] No optimal features file found for ELS: ./output/feature-sets/ELS.txt
[2025-10-13T23:55:20.784767] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:20.784800] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:20.784827] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:20.784883] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:20.801934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:20.802470] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:20.802548] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:20.802582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:20.834893] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:20.834979] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:20.835014] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:20.835043] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:20.838089] [DEBUG] [FORECASTER] ELS: Forecast T+1@11:T+2@11: DOWN (p=0.75%)
[2025-10-13T23:55:20.838334] [INFO ] [FORECASTER] Completed predict_future for ELS
[2025-10-13T23:55:20.838461] [INFO ] [sig       ] ELS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:20.982706] [INFO ] [LOCAL     ] Saved forecast: ELS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ELS.txt
[2025-10-13T23:55:20.982964] [INFO ] [sig       ] [585/1810] Completed ELS in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:20.983008] [INFO ] [sig       ] [586/1810] Forecasting ELV...
[2025-10-13T23:55:20.983039] [INFO ] [sig       ] Generating forecast for: ELV
[2025-10-13T23:55:20.983072] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ELV' from 'https://tdm.silogroup.org/data/derivative_storage/ELV.csv'.
[2025-10-13T23:55:20.991863] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ELV'.
[2025-10-13T23:55:20.992142] [INFO ] [FORECASTER] Starting predict_future for ELV
[2025-10-13T23:55:21.016904] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:21.017632] [DEBUG] [LOCAL     ] No optimal features file found for ELV: ./output/feature-sets/ELV.txt
[2025-10-13T23:55:21.017715] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:21.017754] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:21.017784] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:21.017843] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:21.035453] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:21.036101] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:21.036182] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:21.036217] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:21.069365] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:21.069536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:21.069588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:21.069626] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:21.073196] [DEBUG] [FORECASTER] ELV: Forecast T+1@11:T+2@11: UP (p=97.61%)
[2025-10-13T23:55:21.073472] [INFO ] [FORECASTER] Completed predict_future for ELV
[2025-10-13T23:55:21.073628] [INFO ] [sig       ] ELV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:21.218150] [INFO ] [LOCAL     ] Saved forecast: ELV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ELV.txt
[2025-10-13T23:55:21.218364] [INFO ] [sig       ] [586/1810] Completed ELV in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:21.218406] [INFO ] [sig       ] [587/1810] Forecasting EME...
[2025-10-13T23:55:21.218449] [INFO ] [sig       ] Generating forecast for: EME
[2025-10-13T23:55:21.218483] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EME' from 'https://tdm.silogroup.org/data/derivative_storage/EME.csv'.
[2025-10-13T23:55:21.227104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EME'.
[2025-10-13T23:55:21.227430] [INFO ] [FORECASTER] Starting predict_future for EME
[2025-10-13T23:55:21.252293] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:21.253053] [DEBUG] [LOCAL     ] No optimal features file found for EME: ./output/feature-sets/EME.txt
[2025-10-13T23:55:21.253107] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:21.253141] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:21.253169] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:21.253225] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:21.270326] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:21.270942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:21.271024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:21.271058] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:21.303317] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:21.303482] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:21.303522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:21.303554] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:21.307019] [DEBUG] [FORECASTER] EME: Forecast T+1@11:T+2@11: UP (p=61.60%)
[2025-10-13T23:55:21.307290] [INFO ] [FORECASTER] Completed predict_future for EME
[2025-10-13T23:55:21.307421] [INFO ] [sig       ] EME: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:21.454008] [INFO ] [LOCAL     ] Saved forecast: EME	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EME.txt
[2025-10-13T23:55:21.454338] [INFO ] [sig       ] [587/1810] Completed EME in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:21.454400] [INFO ] [sig       ] [588/1810] Forecasting EMF...
[2025-10-13T23:55:21.454437] [INFO ] [sig       ] Generating forecast for: EMF
[2025-10-13T23:55:21.454470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMF' from 'https://tdm.silogroup.org/data/derivative_storage/EMF.csv'.
[2025-10-13T23:55:21.463431] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMF'.
[2025-10-13T23:55:21.463716] [INFO ] [FORECASTER] Starting predict_future for EMF
[2025-10-13T23:55:21.489152] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:21.489935] [DEBUG] [LOCAL     ] No optimal features file found for EMF: ./output/feature-sets/EMF.txt
[2025-10-13T23:55:21.489990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:21.490024] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:21.490053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:21.490110] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:21.507233] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:21.507985] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:21.508068] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:21.508102] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:21.543009] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:21.543099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:21.543136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:21.543164] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:21.546229] [DEBUG] [FORECASTER] EMF: Forecast T+1@11:T+2@11: DOWN (p=3.82%)
[2025-10-13T23:55:21.546477] [INFO ] [FORECASTER] Completed predict_future for EMF
[2025-10-13T23:55:21.546612] [INFO ] [sig       ] EMF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:21.687234] [INFO ] [LOCAL     ] Saved forecast: EMF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EMF.txt
[2025-10-13T23:55:21.687451] [INFO ] [sig       ] [588/1810] Completed EMF in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:21.687530] [INFO ] [sig       ] [589/1810] Forecasting EMN...
[2025-10-13T23:55:21.687584] [INFO ] [sig       ] Generating forecast for: EMN
[2025-10-13T23:55:21.687622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMN' from 'https://tdm.silogroup.org/data/derivative_storage/EMN.csv'.
[2025-10-13T23:55:21.696483] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMN'.
[2025-10-13T23:55:21.696792] [INFO ] [FORECASTER] Starting predict_future for EMN
[2025-10-13T23:55:21.721693] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:21.722347] [DEBUG] [LOCAL     ] No optimal features file found for EMN: ./output/feature-sets/EMN.txt
[2025-10-13T23:55:21.722401] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:21.722433] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:21.722461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:21.722565] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:21.739962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:21.740516] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:21.740598] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:21.740631] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:21.776959] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:21.777055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:21.777092] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:21.777120] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:21.780237] [DEBUG] [FORECASTER] EMN: Forecast T+1@11:T+2@11: DOWN (p=33.97%)
[2025-10-13T23:55:21.780489] [INFO ] [FORECASTER] Completed predict_future for EMN
[2025-10-13T23:55:21.780618] [INFO ] [sig       ] EMN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:21.922457] [INFO ] [LOCAL     ] Saved forecast: EMN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EMN.txt
[2025-10-13T23:55:21.922745] [INFO ] [sig       ] [589/1810] Completed EMN in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:21.922806] [INFO ] [sig       ] [590/1810] Forecasting EMO...
[2025-10-13T23:55:21.922839] [INFO ] [sig       ] Generating forecast for: EMO
[2025-10-13T23:55:21.922873] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMO' from 'https://tdm.silogroup.org/data/derivative_storage/EMO.csv'.
[2025-10-13T23:55:21.932059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMO'.
[2025-10-13T23:55:21.932433] [INFO ] [FORECASTER] Starting predict_future for EMO
[2025-10-13T23:55:21.957706] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:21.958595] [DEBUG] [LOCAL     ] No optimal features file found for EMO: ./output/feature-sets/EMO.txt
[2025-10-13T23:55:21.958689] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:21.958740] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:21.958771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:21.958829] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:21.976200] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:21.977080] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:21.977193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:21.977229] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:22.012928] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:22.013083] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:22.013123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:22.013153] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:22.016481] [DEBUG] [FORECASTER] EMO: Forecast T+1@11:T+2@11: DOWN (p=7.10%)
[2025-10-13T23:55:22.016789] [INFO ] [FORECASTER] Completed predict_future for EMO
[2025-10-13T23:55:22.016928] [INFO ] [sig       ] EMO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:22.157468] [INFO ] [LOCAL     ] Saved forecast: EMO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EMO.txt
[2025-10-13T23:55:22.157735] [INFO ] [sig       ] [590/1810] Completed EMO in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:22.157796] [INFO ] [sig       ] [591/1810] Forecasting EMP...
[2025-10-13T23:55:22.157831] [INFO ] [sig       ] Generating forecast for: EMP
[2025-10-13T23:55:22.157864] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EMP' from 'https://tdm.silogroup.org/data/derivative_storage/EMP.csv'.
[2025-10-13T23:55:22.165503] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EMP'.
[2025-10-13T23:55:22.165778] [INFO ] [FORECASTER] Starting predict_future for EMP
[2025-10-13T23:55:22.194333] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:22.195115] [DEBUG] [LOCAL     ] No optimal features file found for EMP: ./output/feature-sets/EMP.txt
[2025-10-13T23:55:22.195171] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:22.195205] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:22.195235] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:22.195292] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:22.212456] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:22.213329] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:22.213413] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:22.213447] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:22.247630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:22.247755] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:22.247813] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:22.247845] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:22.250890] [DEBUG] [FORECASTER] EMP: Forecast T+1@11:T+2@11: UP (p=80.16%)
[2025-10-13T23:55:22.251144] [INFO ] [FORECASTER] Completed predict_future for EMP
[2025-10-13T23:55:22.251271] [INFO ] [sig       ] EMP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:22.390418] [INFO ] [LOCAL     ] Saved forecast: EMP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EMP.txt
[2025-10-13T23:55:22.390639] [INFO ] [sig       ] [591/1810] Completed EMP in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:22.390732] [INFO ] [sig       ] [592/1810] Forecasting ENFY...
[2025-10-13T23:55:22.390766] [INFO ] [sig       ] Generating forecast for: ENFY
[2025-10-13T23:55:22.390799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENFY' from 'https://tdm.silogroup.org/data/derivative_storage/ENFY.csv'.
[2025-10-13T23:55:22.399531] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'ENFY'.
[2025-10-13T23:55:22.399840] [INFO ] [FORECASTER] Starting predict_future for ENFY
[2025-10-13T23:55:22.424733] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:22.425430] [DEBUG] [LOCAL     ] No optimal features file found for ENFY: ./output/feature-sets/ENFY.txt
[2025-10-13T23:55:22.425502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:22.425537] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:22.425565] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:22.425622] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:22.443531] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:22.444128] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:22.444209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:22.444243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:22.479114] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:22.479210] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:22.479623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:22.479707] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:22.482883] [DEBUG] [FORECASTER] ENFY: Forecast T+1@11:T+2@11: DOWN (p=45.31%)
[2025-10-13T23:55:22.483146] [INFO ] [FORECASTER] Completed predict_future for ENFY
[2025-10-13T23:55:22.483278] [INFO ] [sig       ] ENFY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:22.631088] [INFO ] [LOCAL     ] Saved forecast: ENFY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ENFY.txt
[2025-10-13T23:55:22.631329] [INFO ] [sig       ] [592/1810] Completed ENFY in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:22.631372] [INFO ] [sig       ] [593/1810] Forecasting ENIC...
[2025-10-13T23:55:22.631403] [INFO ] [sig       ] Generating forecast for: ENIC
[2025-10-13T23:55:22.631436] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENIC' from 'https://tdm.silogroup.org/data/derivative_storage/ENIC.csv'.
[2025-10-13T23:55:22.640913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENIC'.
[2025-10-13T23:55:22.641335] [INFO ] [FORECASTER] Starting predict_future for ENIC
[2025-10-13T23:55:22.666841] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:22.667707] [DEBUG] [LOCAL     ] No optimal features file found for ENIC: ./output/feature-sets/ENIC.txt
[2025-10-13T23:55:22.667765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:22.667801] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:22.667830] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:22.667886] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:22.684894] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:22.685597] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:22.685706] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:22.685754] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:22.724731] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:22.724917] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:22.724964] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:22.724995] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:22.728537] [DEBUG] [FORECASTER] ENIC: Forecast T+1@11:T+2@11: DOWN (p=39.18%)
[2025-10-13T23:55:22.728852] [INFO ] [FORECASTER] Completed predict_future for ENIC
[2025-10-13T23:55:22.728998] [INFO ] [sig       ] ENIC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:22.872730] [INFO ] [LOCAL     ] Saved forecast: ENIC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ENIC.txt
[2025-10-13T23:55:22.872968] [INFO ] [sig       ] [593/1810] Completed ENIC in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:22.873009] [INFO ] [sig       ] [594/1810] Forecasting ENO...
[2025-10-13T23:55:22.873049] [INFO ] [sig       ] Generating forecast for: ENO
[2025-10-13T23:55:22.873083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENO' from 'https://tdm.silogroup.org/data/derivative_storage/ENO.csv'.
[2025-10-13T23:55:22.881018] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENO'.
[2025-10-13T23:55:22.881280] [INFO ] [FORECASTER] Starting predict_future for ENO
[2025-10-13T23:55:22.906555] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:22.907300] [DEBUG] [LOCAL     ] No optimal features file found for ENO: ./output/feature-sets/ENO.txt
[2025-10-13T23:55:22.907356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:22.907391] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:22.907422] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:22.907480] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:22.927138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:22.927841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:22.927925] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:22.927960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:22.963503] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:22.963583] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:22.963619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:22.963676] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:22.966669] [DEBUG] [FORECASTER] ENO: Forecast T+1@11:T+2@11: DOWN (p=39.93%)
[2025-10-13T23:55:22.966924] [INFO ] [FORECASTER] Completed predict_future for ENO
[2025-10-13T23:55:22.967048] [INFO ] [sig       ] ENO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:23.108318] [INFO ] [LOCAL     ] Saved forecast: ENO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ENO.txt
[2025-10-13T23:55:23.108581] [INFO ] [sig       ] [594/1810] Completed ENO in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:23.108628] [INFO ] [sig       ] [595/1810] Forecasting ENOV...
[2025-10-13T23:55:23.108703] [INFO ] [sig       ] Generating forecast for: ENOV
[2025-10-13T23:55:23.108749] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENOV' from 'https://tdm.silogroup.org/data/derivative_storage/ENOV.csv'.
[2025-10-13T23:55:23.117553] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENOV'.
[2025-10-13T23:55:23.117828] [INFO ] [FORECASTER] Starting predict_future for ENOV
[2025-10-13T23:55:23.142704] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:23.143368] [DEBUG] [LOCAL     ] No optimal features file found for ENOV: ./output/feature-sets/ENOV.txt
[2025-10-13T23:55:23.143422] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:23.143455] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:23.143485] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:23.143542] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:23.160630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:23.161191] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:23.161267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:23.161300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:23.199836] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:23.199915] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:23.199951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:23.199978] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:23.202948] [DEBUG] [FORECASTER] ENOV: Forecast T+1@11:T+2@11: UP (p=88.27%)
[2025-10-13T23:55:23.203213] [INFO ] [FORECASTER] Completed predict_future for ENOV
[2025-10-13T23:55:23.203342] [INFO ] [sig       ] ENOV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:23.360786] [INFO ] [LOCAL     ] Saved forecast: ENOV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ENOV.txt
[2025-10-13T23:55:23.360999] [INFO ] [sig       ] [595/1810] Completed ENOV in 0.3s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:23.361040] [INFO ] [sig       ] [596/1810] Forecasting ENR...
[2025-10-13T23:55:23.361071] [INFO ] [sig       ] Generating forecast for: ENR
[2025-10-13T23:55:23.361103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENR' from 'https://tdm.silogroup.org/data/derivative_storage/ENR.csv'.
[2025-10-13T23:55:23.370900] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENR'.
[2025-10-13T23:55:23.371177] [INFO ] [FORECASTER] Starting predict_future for ENR
[2025-10-13T23:55:23.400436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:23.401298] [DEBUG] [LOCAL     ] No optimal features file found for ENR: ./output/feature-sets/ENR.txt
[2025-10-13T23:55:23.401364] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:23.401419] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:23.401452] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:23.401509] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:23.418331] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:23.418977] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:23.419059] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:23.419093] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:23.454794] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:23.454869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:23.454905] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:23.454933] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:23.457949] [DEBUG] [FORECASTER] ENR: Forecast T+1@11:T+2@11: DOWN (p=4.37%)
[2025-10-13T23:55:23.458192] [INFO ] [FORECASTER] Completed predict_future for ENR
[2025-10-13T23:55:23.458320] [INFO ] [sig       ] ENR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:23.599702] [INFO ] [LOCAL     ] Saved forecast: ENR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ENR.txt
[2025-10-13T23:55:23.599959] [INFO ] [sig       ] [596/1810] Completed ENR in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:23.600018] [INFO ] [sig       ] [597/1810] Forecasting ENS...
[2025-10-13T23:55:23.600053] [INFO ] [sig       ] Generating forecast for: ENS
[2025-10-13T23:55:23.600095] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENS' from 'https://tdm.silogroup.org/data/derivative_storage/ENS.csv'.
[2025-10-13T23:55:23.610639] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENS'.
[2025-10-13T23:55:23.610963] [INFO ] [FORECASTER] Starting predict_future for ENS
[2025-10-13T23:55:23.635696] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:23.636358] [DEBUG] [LOCAL     ] No optimal features file found for ENS: ./output/feature-sets/ENS.txt
[2025-10-13T23:55:23.636412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:23.636445] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:23.636474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:23.636530] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:23.653798] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:23.654313] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:23.654405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:23.654440] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:23.688918] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:23.689000] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:23.689036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:23.689065] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:23.692067] [DEBUG] [FORECASTER] ENS: Forecast T+1@11:T+2@11: UP (p=52.91%)
[2025-10-13T23:55:23.692313] [INFO ] [FORECASTER] Completed predict_future for ENS
[2025-10-13T23:55:23.692438] [INFO ] [sig       ] ENS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:23.832965] [INFO ] [LOCAL     ] Saved forecast: ENS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ENS.txt
[2025-10-13T23:55:23.833169] [INFO ] [sig       ] [597/1810] Completed ENS in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:23.833210] [INFO ] [sig       ] [598/1810] Forecasting ENVA...
[2025-10-13T23:55:23.833240] [INFO ] [sig       ] Generating forecast for: ENVA
[2025-10-13T23:55:23.833272] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ENVA' from 'https://tdm.silogroup.org/data/derivative_storage/ENVA.csv'.
[2025-10-13T23:55:23.842904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ENVA'.
[2025-10-13T23:55:23.843286] [INFO ] [FORECASTER] Starting predict_future for ENVA
[2025-10-13T23:55:23.869907] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:23.870848] [DEBUG] [LOCAL     ] No optimal features file found for ENVA: ./output/feature-sets/ENVA.txt
[2025-10-13T23:55:23.870907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:23.870942] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:23.870972] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:23.871032] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:23.890881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:23.891574] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:23.891684] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:23.891741] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:23.930633] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:23.930772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:23.930817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:23.930846] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:23.934106] [DEBUG] [FORECASTER] ENVA: Forecast T+1@11:T+2@11: UP (p=91.37%)
[2025-10-13T23:55:23.934391] [INFO ] [FORECASTER] Completed predict_future for ENVA
[2025-10-13T23:55:23.934529] [INFO ] [sig       ] ENVA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:24.096196] [INFO ] [LOCAL     ] Saved forecast: ENVA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ENVA.txt
[2025-10-13T23:55:24.096424] [INFO ] [sig       ] [598/1810] Completed ENVA in 0.3s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:24.096470] [INFO ] [sig       ] [599/1810] Forecasting EOD...
[2025-10-13T23:55:24.096503] [INFO ] [sig       ] Generating forecast for: EOD
[2025-10-13T23:55:24.096537] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOD' from 'https://tdm.silogroup.org/data/derivative_storage/EOD.csv'.
[2025-10-13T23:55:24.106071] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOD'.
[2025-10-13T23:55:24.106437] [INFO ] [FORECASTER] Starting predict_future for EOD
[2025-10-13T23:55:24.133784] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:24.134690] [DEBUG] [LOCAL     ] No optimal features file found for EOD: ./output/feature-sets/EOD.txt
[2025-10-13T23:55:24.134782] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:24.134828] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:24.134859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:24.134918] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:24.153756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:24.154389] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:24.154504] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:24.154577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:24.191689] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:24.191881] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:24.191949] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:24.191985] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:24.196900] [DEBUG] [FORECASTER] EOD: Forecast T+1@11:T+2@11: UP (p=63.86%)
[2025-10-13T23:55:24.197454] [INFO ] [FORECASTER] Completed predict_future for EOD
[2025-10-13T23:55:24.197632] [INFO ] [sig       ] EOD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:24.349286] [INFO ] [LOCAL     ] Saved forecast: EOD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EOD.txt
[2025-10-13T23:55:24.349535] [INFO ] [sig       ] [599/1810] Completed EOD in 0.3s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:24.349577] [INFO ] [sig       ] [600/1810] Forecasting EOG...
[2025-10-13T23:55:24.349608] [INFO ] [sig       ] Generating forecast for: EOG
[2025-10-13T23:55:24.349639] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOG' from 'https://tdm.silogroup.org/data/derivative_storage/EOG.csv'.
[2025-10-13T23:55:24.358588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOG'.
[2025-10-13T23:55:24.358896] [INFO ] [FORECASTER] Starting predict_future for EOG
[2025-10-13T23:55:24.383713] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:24.384412] [DEBUG] [LOCAL     ] No optimal features file found for EOG: ./output/feature-sets/EOG.txt
[2025-10-13T23:55:24.384467] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:24.384500] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:24.384528] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:24.384583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:24.401806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:24.402370] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:24.402448] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:24.402482] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:24.435241] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:24.435324] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:24.435360] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:24.435389] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:24.438438] [DEBUG] [FORECASTER] EOG: Forecast T+1@11:T+2@11: DOWN (p=5.51%)
[2025-10-13T23:55:24.438766] [INFO ] [FORECASTER] Completed predict_future for EOG
[2025-10-13T23:55:24.438903] [INFO ] [sig       ] EOG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:24.577711] [INFO ] [LOCAL     ] Saved forecast: EOG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EOG.txt
[2025-10-13T23:55:24.577944] [INFO ] [sig       ] [600/1810] Completed EOG in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:24.577987] [INFO ] [sig       ] [601/1810] Forecasting EOI...
[2025-10-13T23:55:24.578017] [INFO ] [sig       ] Generating forecast for: EOI
[2025-10-13T23:55:24.578058] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOI' from 'https://tdm.silogroup.org/data/derivative_storage/EOI.csv'.
[2025-10-13T23:55:24.586690] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOI'.
[2025-10-13T23:55:24.586967] [INFO ] [FORECASTER] Starting predict_future for EOI
[2025-10-13T23:55:24.611329] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:24.612037] [DEBUG] [LOCAL     ] No optimal features file found for EOI: ./output/feature-sets/EOI.txt
[2025-10-13T23:55:24.612092] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:24.612125] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:24.612153] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:24.612210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:24.629191] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:24.629762] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:24.629841] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:24.629874] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:24.664354] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:24.664442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:24.664479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:24.664509] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:24.667627] [DEBUG] [FORECASTER] EOI: Forecast T+1@11:T+2@11: UP (p=85.89%)
[2025-10-13T23:55:24.667915] [INFO ] [FORECASTER] Completed predict_future for EOI
[2025-10-13T23:55:24.668043] [INFO ] [sig       ] EOI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:24.812455] [INFO ] [LOCAL     ] Saved forecast: EOI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EOI.txt
[2025-10-13T23:55:24.812702] [INFO ] [sig       ] [601/1810] Completed EOI in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:24.812763] [INFO ] [sig       ] [602/1810] Forecasting EOS...
[2025-10-13T23:55:24.812796] [INFO ] [sig       ] Generating forecast for: EOS
[2025-10-13T23:55:24.812828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOS' from 'https://tdm.silogroup.org/data/derivative_storage/EOS.csv'.
[2025-10-13T23:55:24.822587] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOS'.
[2025-10-13T23:55:24.822890] [INFO ] [FORECASTER] Starting predict_future for EOS
[2025-10-13T23:55:24.848084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:24.848792] [DEBUG] [LOCAL     ] No optimal features file found for EOS: ./output/feature-sets/EOS.txt
[2025-10-13T23:55:24.848846] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:24.848943] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:24.848981] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:24.849039] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:24.866072] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:24.866636] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:24.866740] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:24.866777] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:24.900491] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:24.900567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:24.900603] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:24.900631] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:24.903701] [DEBUG] [FORECASTER] EOS: Forecast T+1@11:T+2@11: UP (p=65.52%)
[2025-10-13T23:55:24.903970] [INFO ] [FORECASTER] Completed predict_future for EOS
[2025-10-13T23:55:24.904093] [INFO ] [sig       ] EOS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:25.043354] [INFO ] [LOCAL     ] Saved forecast: EOS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EOS.txt
[2025-10-13T23:55:25.043568] [INFO ] [sig       ] [602/1810] Completed EOS in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:25.043610] [INFO ] [sig       ] [603/1810] Forecasting EOT...
[2025-10-13T23:55:25.043662] [INFO ] [sig       ] Generating forecast for: EOT
[2025-10-13T23:55:25.043721] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EOT' from 'https://tdm.silogroup.org/data/derivative_storage/EOT.csv'.
[2025-10-13T23:55:25.052054] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EOT'.
[2025-10-13T23:55:25.052311] [INFO ] [FORECASTER] Starting predict_future for EOT
[2025-10-13T23:55:25.076561] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:25.077286] [DEBUG] [LOCAL     ] No optimal features file found for EOT: ./output/feature-sets/EOT.txt
[2025-10-13T23:55:25.077340] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:25.077374] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:25.077402] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:25.077460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:25.094440] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:25.095028] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:25.095106] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:25.095139] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:25.128134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:25.128209] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:25.128245] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:25.128274] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:25.131251] [DEBUG] [FORECASTER] EOT: Forecast T+1@11:T+2@11: DOWN (p=11.94%)
[2025-10-13T23:55:25.131495] [INFO ] [FORECASTER] Completed predict_future for EOT
[2025-10-13T23:55:25.131618] [INFO ] [sig       ] EOT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:25.271341] [INFO ] [LOCAL     ] Saved forecast: EOT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EOT.txt
[2025-10-13T23:55:25.271549] [INFO ] [sig       ] [603/1810] Completed EOT in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:25.271591] [INFO ] [sig       ] [604/1810] Forecasting EPAC...
[2025-10-13T23:55:25.271622] [INFO ] [sig       ] Generating forecast for: EPAC
[2025-10-13T23:55:25.271683] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPAC' from 'https://tdm.silogroup.org/data/derivative_storage/EPAC.csv'.
[2025-10-13T23:55:25.280502] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPAC'.
[2025-10-13T23:55:25.280798] [INFO ] [FORECASTER] Starting predict_future for EPAC
[2025-10-13T23:55:25.305224] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:25.305923] [DEBUG] [LOCAL     ] No optimal features file found for EPAC: ./output/feature-sets/EPAC.txt
[2025-10-13T23:55:25.305976] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:25.306009] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:25.306037] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:25.306093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:25.323400] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:25.323955] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:25.324032] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:25.324083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:25.358504] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:25.358584] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:25.358621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:25.358696] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:25.361785] [DEBUG] [FORECASTER] EPAC: Forecast T+1@11:T+2@11: DOWN (p=12.23%)
[2025-10-13T23:55:25.362032] [INFO ] [FORECASTER] Completed predict_future for EPAC
[2025-10-13T23:55:25.362154] [INFO ] [sig       ] EPAC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:25.506741] [INFO ] [LOCAL     ] Saved forecast: EPAC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EPAC.txt
[2025-10-13T23:55:25.506996] [INFO ] [sig       ] [604/1810] Completed EPAC in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:25.507056] [INFO ] [sig       ] [605/1810] Forecasting EPAM...
[2025-10-13T23:55:25.507091] [INFO ] [sig       ] Generating forecast for: EPAM
[2025-10-13T23:55:25.507124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPAM' from 'https://tdm.silogroup.org/data/derivative_storage/EPAM.csv'.
[2025-10-13T23:55:25.516633] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPAM'.
[2025-10-13T23:55:25.516949] [INFO ] [FORECASTER] Starting predict_future for EPAM
[2025-10-13T23:55:25.542268] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:25.542969] [DEBUG] [LOCAL     ] No optimal features file found for EPAM: ./output/feature-sets/EPAM.txt
[2025-10-13T23:55:25.543023] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:25.543056] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:25.543084] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:25.543141] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:25.560210] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:25.560930] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:25.561008] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:25.561042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:25.592762] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:25.592851] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:25.592887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:25.592916] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:25.595965] [DEBUG] [FORECASTER] EPAM: Forecast T+1@11:T+2@11: DOWN (p=7.68%)
[2025-10-13T23:55:25.596217] [INFO ] [FORECASTER] Completed predict_future for EPAM
[2025-10-13T23:55:25.596339] [INFO ] [sig       ] EPAM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:25.738315] [INFO ] [LOCAL     ] Saved forecast: EPAM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EPAM.txt
[2025-10-13T23:55:25.738508] [INFO ] [sig       ] [605/1810] Completed EPAM in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.9m
[2025-10-13T23:55:25.738549] [INFO ] [sig       ] [606/1810] Forecasting EPC...
[2025-10-13T23:55:25.738579] [INFO ] [sig       ] Generating forecast for: EPC
[2025-10-13T23:55:25.738611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPC' from 'https://tdm.silogroup.org/data/derivative_storage/EPC.csv'.
[2025-10-13T23:55:25.747294] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPC'.
[2025-10-13T23:55:25.747576] [INFO ] [FORECASTER] Starting predict_future for EPC
[2025-10-13T23:55:25.772412] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:25.773130] [DEBUG] [LOCAL     ] No optimal features file found for EPC: ./output/feature-sets/EPC.txt
[2025-10-13T23:55:25.773231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:25.773273] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:25.773308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:25.773371] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:25.790634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:25.791241] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:25.791318] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:25.791351] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:25.820730] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:25.820811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:25.820847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:25.820876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:25.823836] [DEBUG] [FORECASTER] EPC: Forecast T+1@11:T+2@11: UP (p=82.95%)
[2025-10-13T23:55:25.824085] [INFO ] [FORECASTER] Completed predict_future for EPC
[2025-10-13T23:55:25.824208] [INFO ] [sig       ] EPC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:25.964013] [INFO ] [LOCAL     ] Saved forecast: EPC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EPC.txt
[2025-10-13T23:55:25.964201] [INFO ] [sig       ] [606/1810] Completed EPC in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-13T23:55:25.964242] [INFO ] [sig       ] [607/1810] Forecasting EPD...
[2025-10-13T23:55:25.964273] [INFO ] [sig       ] Generating forecast for: EPD
[2025-10-13T23:55:25.964304] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPD' from 'https://tdm.silogroup.org/data/derivative_storage/EPD.csv'.
[2025-10-13T23:55:25.972796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPD'.
[2025-10-13T23:55:25.973085] [INFO ] [FORECASTER] Starting predict_future for EPD
[2025-10-13T23:55:25.997702] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:25.998364] [DEBUG] [LOCAL     ] No optimal features file found for EPD: ./output/feature-sets/EPD.txt
[2025-10-13T23:55:25.998418] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:25.998452] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:25.998480] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:25.998536] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:26.016128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:26.016846] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:26.016928] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:26.016962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:26.049677] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:26.049766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:26.049803] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:26.049833] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:26.052845] [DEBUG] [FORECASTER] EPD: Forecast T+1@11:T+2@11: UP (p=99.40%)
[2025-10-13T23:55:26.053096] [INFO ] [FORECASTER] Completed predict_future for EPD
[2025-10-13T23:55:26.053221] [INFO ] [sig       ] EPD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:26.193283] [INFO ] [LOCAL     ] Saved forecast: EPD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EPD.txt
[2025-10-13T23:55:26.193472] [INFO ] [sig       ] [607/1810] Completed EPD in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-13T23:55:26.193513] [INFO ] [sig       ] [608/1810] Forecasting EPR...
[2025-10-13T23:55:26.193544] [INFO ] [sig       ] Generating forecast for: EPR
[2025-10-13T23:55:26.193575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EPR' from 'https://tdm.silogroup.org/data/derivative_storage/EPR.csv'.
[2025-10-13T23:55:26.202338] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EPR'.
[2025-10-13T23:55:26.202606] [INFO ] [FORECASTER] Starting predict_future for EPR
[2025-10-13T23:55:26.227028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:26.227782] [DEBUG] [LOCAL     ] No optimal features file found for EPR: ./output/feature-sets/EPR.txt
[2025-10-13T23:55:26.227837] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:26.227870] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:26.227898] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:26.227954] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:26.245122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:26.245638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:26.245741] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:26.245776] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:26.279309] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:26.279387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:26.279422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:26.279451] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:26.282482] [DEBUG] [FORECASTER] EPR: Forecast T+1@11:T+2@11: UP (p=95.80%)
[2025-10-13T23:55:26.282773] [INFO ] [FORECASTER] Completed predict_future for EPR
[2025-10-13T23:55:26.282932] [INFO ] [sig       ] EPR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:26.424258] [INFO ] [LOCAL     ] Saved forecast: EPR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EPR.txt
[2025-10-13T23:55:26.424467] [INFO ] [sig       ] [608/1810] Completed EPR in 0.2s | 4.14 sym/s | Total: 2.4m | ETA: 4.8m
[2025-10-13T23:55:26.424508] [INFO ] [sig       ] [609/1810] Forecasting EQBK...
[2025-10-13T23:55:26.424539] [INFO ] [sig       ] Generating forecast for: EQBK
[2025-10-13T23:55:26.424571] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQBK' from 'https://tdm.silogroup.org/data/derivative_storage/EQBK.csv'.
[2025-10-13T23:55:26.433541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQBK'.
[2025-10-13T23:55:26.433908] [INFO ] [FORECASTER] Starting predict_future for EQBK
[2025-10-13T23:55:26.458962] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:26.459605] [DEBUG] [LOCAL     ] No optimal features file found for EQBK: ./output/feature-sets/EQBK.txt
[2025-10-13T23:55:26.459697] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:26.459754] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:26.459790] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:26.459852] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:26.476878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:26.477413] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:26.477524] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:26.477582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:26.512719] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:26.512793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:26.512829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:26.512858] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:26.515831] [DEBUG] [FORECASTER] EQBK: Forecast T+1@11:T+2@11: DOWN (p=1.67%)
[2025-10-13T23:55:26.516075] [INFO ] [FORECASTER] Completed predict_future for EQBK
[2025-10-13T23:55:26.516224] [INFO ] [sig       ] EQBK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:26.660858] [INFO ] [LOCAL     ] Saved forecast: EQBK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EQBK.txt
[2025-10-13T23:55:26.661113] [INFO ] [sig       ] [609/1810] Completed EQBK in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:26.661191] [INFO ] [sig       ] [610/1810] Forecasting EQH...
[2025-10-13T23:55:26.661235] [INFO ] [sig       ] Generating forecast for: EQH
[2025-10-13T23:55:26.661269] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQH' from 'https://tdm.silogroup.org/data/derivative_storage/EQH.csv'.
[2025-10-13T23:55:26.671353] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQH'.
[2025-10-13T23:55:26.671634] [INFO ] [FORECASTER] Starting predict_future for EQH
[2025-10-13T23:55:26.697236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:26.698103] [DEBUG] [LOCAL     ] No optimal features file found for EQH: ./output/feature-sets/EQH.txt
[2025-10-13T23:55:26.698159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:26.698194] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:26.698222] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:26.698279] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:26.715775] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:26.716400] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:26.716482] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:26.716518] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:26.753469] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:26.753543] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:26.753577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:26.753605] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:26.756541] [DEBUG] [FORECASTER] EQH: Forecast T+1@11:T+2@11: DOWN (p=0.35%)
[2025-10-13T23:55:26.756821] [INFO ] [FORECASTER] Completed predict_future for EQH
[2025-10-13T23:55:26.756959] [INFO ] [sig       ] EQH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:26.896714] [INFO ] [LOCAL     ] Saved forecast: EQH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EQH.txt
[2025-10-13T23:55:26.896919] [INFO ] [sig       ] [610/1810] Completed EQH in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:26.896961] [INFO ] [sig       ] [611/1810] Forecasting EQNR...
[2025-10-13T23:55:26.896990] [INFO ] [sig       ] Generating forecast for: EQNR
[2025-10-13T23:55:26.897022] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQNR' from 'https://tdm.silogroup.org/data/derivative_storage/EQNR.csv'.
[2025-10-13T23:55:26.906549] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQNR'.
[2025-10-13T23:55:26.906920] [INFO ] [FORECASTER] Starting predict_future for EQNR
[2025-10-13T23:55:26.931595] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:26.932273] [DEBUG] [LOCAL     ] No optimal features file found for EQNR: ./output/feature-sets/EQNR.txt
[2025-10-13T23:55:26.932327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:26.932361] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:26.932388] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:26.932444] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:26.949188] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:26.949787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:26.949873] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:26.949943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:26.985043] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:26.985218] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:26.985262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:26.985293] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:26.988844] [DEBUG] [FORECASTER] EQNR: Forecast T+1@11:T+2@11: UP (p=58.92%)
[2025-10-13T23:55:26.989117] [INFO ] [FORECASTER] Completed predict_future for EQNR
[2025-10-13T23:55:26.989252] [INFO ] [sig       ] EQNR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:27.128037] [INFO ] [LOCAL     ] Saved forecast: EQNR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EQNR.txt
[2025-10-13T23:55:27.128278] [INFO ] [sig       ] [611/1810] Completed EQNR in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:27.128320] [INFO ] [sig       ] [612/1810] Forecasting EQR...
[2025-10-13T23:55:27.128350] [INFO ] [sig       ] Generating forecast for: EQR
[2025-10-13T23:55:27.128430] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQR' from 'https://tdm.silogroup.org/data/derivative_storage/EQR.csv'.
[2025-10-13T23:55:27.136887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQR'.
[2025-10-13T23:55:27.137150] [INFO ] [FORECASTER] Starting predict_future for EQR
[2025-10-13T23:55:27.161768] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:27.162448] [DEBUG] [LOCAL     ] No optimal features file found for EQR: ./output/feature-sets/EQR.txt
[2025-10-13T23:55:27.162502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:27.162533] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:27.162561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:27.162617] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:27.179631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:27.180196] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:27.180277] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:27.180311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:27.216559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:27.216638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:27.216718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:27.216754] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:27.219779] [DEBUG] [FORECASTER] EQR: Forecast T+1@11:T+2@11: UP (p=65.52%)
[2025-10-13T23:55:27.220027] [INFO ] [FORECASTER] Completed predict_future for EQR
[2025-10-13T23:55:27.220160] [INFO ] [sig       ] EQR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:27.359770] [INFO ] [LOCAL     ] Saved forecast: EQR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EQR.txt
[2025-10-13T23:55:27.360025] [INFO ] [sig       ] [612/1810] Completed EQR in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:27.360068] [INFO ] [sig       ] [613/1810] Forecasting EQT...
[2025-10-13T23:55:27.360097] [INFO ] [sig       ] Generating forecast for: EQT
[2025-10-13T23:55:27.360129] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQT' from 'https://tdm.silogroup.org/data/derivative_storage/EQT.csv'.
[2025-10-13T23:55:27.368719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQT'.
[2025-10-13T23:55:27.368993] [INFO ] [FORECASTER] Starting predict_future for EQT
[2025-10-13T23:55:27.393434] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:27.394121] [DEBUG] [LOCAL     ] No optimal features file found for EQT: ./output/feature-sets/EQT.txt
[2025-10-13T23:55:27.394175] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:27.394223] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:27.394252] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:27.394316] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:27.411530] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:27.412217] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:27.412303] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:27.412337] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:27.450246] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:27.450435] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:27.450480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:27.450510] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:27.454159] [DEBUG] [FORECASTER] EQT: Forecast T+1@11:T+2@11: UP (p=68.66%)
[2025-10-13T23:55:27.454477] [INFO ] [FORECASTER] Completed predict_future for EQT
[2025-10-13T23:55:27.454621] [INFO ] [sig       ] EQT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:27.593415] [INFO ] [LOCAL     ] Saved forecast: EQT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EQT.txt
[2025-10-13T23:55:27.593684] [INFO ] [sig       ] [613/1810] Completed EQT in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:27.593745] [INFO ] [sig       ] [614/1810] Forecasting EQV...
[2025-10-13T23:55:27.593778] [INFO ] [sig       ] Generating forecast for: EQV
[2025-10-13T23:55:27.593810] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EQV' from 'https://tdm.silogroup.org/data/derivative_storage/EQV.csv'.
[2025-10-13T23:55:27.602324] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EQV'.
[2025-10-13T23:55:27.602573] [INFO ] [FORECASTER] Starting predict_future for EQV
[2025-10-13T23:55:27.627079] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:27.627844] [DEBUG] [LOCAL     ] No optimal features file found for EQV: ./output/feature-sets/EQV.txt
[2025-10-13T23:55:27.627903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:27.627937] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:27.627965] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:27.628022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:27.645490] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:27.646060] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:27.646141] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:27.646174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:27.679479] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:27.679685] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:27.679747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:27.679781] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:27.683257] [DEBUG] [FORECASTER] EQV: Forecast T+1@11:T+2@11: DOWN (p=44.94%)
[2025-10-13T23:55:27.683529] [INFO ] [FORECASTER] Completed predict_future for EQV
[2025-10-13T23:55:27.683697] [INFO ] [sig       ] EQV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:27.828113] [INFO ] [LOCAL     ] Saved forecast: EQV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EQV.txt
[2025-10-13T23:55:27.828329] [INFO ] [sig       ] [614/1810] Completed EQV in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:27.828385] [INFO ] [sig       ] [615/1810] Forecasting ERJ...
[2025-10-13T23:55:27.828418] [INFO ] [sig       ] Generating forecast for: ERJ
[2025-10-13T23:55:27.828450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ERJ' from 'https://tdm.silogroup.org/data/derivative_storage/ERJ.csv'.
[2025-10-13T23:55:27.837484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ERJ'.
[2025-10-13T23:55:27.837821] [INFO ] [FORECASTER] Starting predict_future for ERJ
[2025-10-13T23:55:27.862961] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:27.863623] [DEBUG] [LOCAL     ] No optimal features file found for ERJ: ./output/feature-sets/ERJ.txt
[2025-10-13T23:55:27.863729] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:27.863769] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:27.863798] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:27.863853] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:27.881117] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:27.882034] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:27.882121] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:27.882155] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:27.918407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:27.918588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:27.918631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:27.918704] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:27.922163] [DEBUG] [FORECASTER] ERJ: Forecast T+1@11:T+2@11: DOWN (p=12.43%)
[2025-10-13T23:55:27.922430] [INFO ] [FORECASTER] Completed predict_future for ERJ
[2025-10-13T23:55:27.922560] [INFO ] [sig       ] ERJ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:28.062307] [INFO ] [LOCAL     ] Saved forecast: ERJ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ERJ.txt
[2025-10-13T23:55:28.062510] [INFO ] [sig       ] [615/1810] Completed ERJ in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:28.062551] [INFO ] [sig       ] [616/1810] Forecasting ERO...
[2025-10-13T23:55:28.062581] [INFO ] [sig       ] Generating forecast for: ERO
[2025-10-13T23:55:28.062614] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ERO' from 'https://tdm.silogroup.org/data/derivative_storage/ERO.csv'.
[2025-10-13T23:55:28.071590] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ERO'.
[2025-10-13T23:55:28.071883] [INFO ] [FORECASTER] Starting predict_future for ERO
[2025-10-13T23:55:28.096541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:28.097327] [DEBUG] [LOCAL     ] No optimal features file found for ERO: ./output/feature-sets/ERO.txt
[2025-10-13T23:55:28.097381] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:28.097415] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:28.097444] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:28.097528] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:28.114274] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:28.114834] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:28.114913] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:28.114946] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:28.150921] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:28.150998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:28.151033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:28.151062] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:28.154033] [DEBUG] [FORECASTER] ERO: Forecast T+1@11:T+2@11: DOWN (p=11.32%)
[2025-10-13T23:55:28.154275] [INFO ] [FORECASTER] Completed predict_future for ERO
[2025-10-13T23:55:28.154426] [INFO ] [sig       ] ERO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:28.294251] [INFO ] [LOCAL     ] Saved forecast: ERO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ERO.txt
[2025-10-13T23:55:28.294447] [INFO ] [sig       ] [616/1810] Completed ERO in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:28.294488] [INFO ] [sig       ] [617/1810] Forecasting ES...
[2025-10-13T23:55:28.294518] [INFO ] [sig       ] Generating forecast for: ES
[2025-10-13T23:55:28.294550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ES' from 'https://tdm.silogroup.org/data/derivative_storage/ES.csv'.
[2025-10-13T23:55:28.302695] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ES'.
[2025-10-13T23:55:28.302959] [INFO ] [FORECASTER] Starting predict_future for ES
[2025-10-13T23:55:28.327440] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:28.328169] [DEBUG] [LOCAL     ] No optimal features file found for ES: ./output/feature-sets/ES.txt
[2025-10-13T23:55:28.328223] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:28.328257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:28.328285] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:28.328342] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:28.345220] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:28.345781] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:28.345861] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:28.345902] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:28.382201] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:28.382303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:28.382340] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:28.382370] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:28.385519] [DEBUG] [FORECASTER] ES: Forecast T+1@11:T+2@11: UP (p=53.51%)
[2025-10-13T23:55:28.385823] [INFO ] [FORECASTER] Completed predict_future for ES
[2025-10-13T23:55:28.385956] [INFO ] [sig       ] ES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:28.525318] [INFO ] [LOCAL     ] Saved forecast: ES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ES.txt
[2025-10-13T23:55:28.525530] [INFO ] [sig       ] [617/1810] Completed ES in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:28.525572] [INFO ] [sig       ] [618/1810] Forecasting ESAB...
[2025-10-13T23:55:28.525602] [INFO ] [sig       ] Generating forecast for: ESAB
[2025-10-13T23:55:28.525633] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESAB' from 'https://tdm.silogroup.org/data/derivative_storage/ESAB.csv'.
[2025-10-13T23:55:28.533903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESAB'.
[2025-10-13T23:55:28.534170] [INFO ] [FORECASTER] Starting predict_future for ESAB
[2025-10-13T23:55:28.562432] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:28.563202] [DEBUG] [LOCAL     ] No optimal features file found for ESAB: ./output/feature-sets/ESAB.txt
[2025-10-13T23:55:28.563257] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:28.563289] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:28.563319] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:28.563385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:28.580729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:28.581333] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:28.581445] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:28.581484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:28.616888] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:28.616968] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:28.617004] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:28.617033] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:28.620026] [DEBUG] [FORECASTER] ESAB: Forecast T+1@11:T+2@11: UP (p=50.87%)
[2025-10-13T23:55:28.620272] [INFO ] [FORECASTER] Completed predict_future for ESAB
[2025-10-13T23:55:28.620400] [INFO ] [sig       ] ESAB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:28.761696] [INFO ] [LOCAL     ] Saved forecast: ESAB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ESAB.txt
[2025-10-13T23:55:28.761969] [INFO ] [sig       ] [618/1810] Completed ESAB in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:28.762015] [INFO ] [sig       ] [619/1810] Forecasting ESE...
[2025-10-13T23:55:28.762045] [INFO ] [sig       ] Generating forecast for: ESE
[2025-10-13T23:55:28.762078] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESE' from 'https://tdm.silogroup.org/data/derivative_storage/ESE.csv'.
[2025-10-13T23:55:28.771345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESE'.
[2025-10-13T23:55:28.771680] [INFO ] [FORECASTER] Starting predict_future for ESE
[2025-10-13T23:55:28.796313] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:28.797032] [DEBUG] [LOCAL     ] No optimal features file found for ESE: ./output/feature-sets/ESE.txt
[2025-10-13T23:55:28.797087] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:28.797121] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:28.797150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:28.797212] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:28.814474] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:28.815054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:28.815132] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:28.815166] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:28.848697] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:28.848785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:28.848822] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:28.848852] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:28.851868] [DEBUG] [FORECASTER] ESE: Forecast T+1@11:T+2@11: DOWN (p=1.55%)
[2025-10-13T23:55:28.852121] [INFO ] [FORECASTER] Completed predict_future for ESE
[2025-10-13T23:55:28.852248] [INFO ] [sig       ] ESE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:28.993090] [INFO ] [LOCAL     ] Saved forecast: ESE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ESE.txt
[2025-10-13T23:55:28.993326] [INFO ] [sig       ] [619/1810] Completed ESE in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:28.993369] [INFO ] [sig       ] [620/1810] Forecasting ESI...
[2025-10-13T23:55:28.993400] [INFO ] [sig       ] Generating forecast for: ESI
[2025-10-13T23:55:28.993432] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESI' from 'https://tdm.silogroup.org/data/derivative_storage/ESI.csv'.
[2025-10-13T23:55:29.001481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESI'.
[2025-10-13T23:55:29.001758] [INFO ] [FORECASTER] Starting predict_future for ESI
[2025-10-13T23:55:29.026210] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:29.026938] [DEBUG] [LOCAL     ] No optimal features file found for ESI: ./output/feature-sets/ESI.txt
[2025-10-13T23:55:29.026993] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:29.027041] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:29.027071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:29.027128] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:29.044165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:29.044717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:29.044797] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:29.044831] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:29.079870] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:29.079951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:29.079985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:29.080014] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:29.082958] [DEBUG] [FORECASTER] ESI: Forecast T+1@11:T+2@11: DOWN (p=36.59%)
[2025-10-13T23:55:29.083207] [INFO ] [FORECASTER] Completed predict_future for ESI
[2025-10-13T23:55:29.083332] [INFO ] [sig       ] ESI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:29.222058] [INFO ] [LOCAL     ] Saved forecast: ESI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ESI.txt
[2025-10-13T23:55:29.222259] [INFO ] [sig       ] [620/1810] Completed ESI in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:29.222299] [INFO ] [sig       ] [621/1810] Forecasting ESNT...
[2025-10-13T23:55:29.222329] [INFO ] [sig       ] Generating forecast for: ESNT
[2025-10-13T23:55:29.222360] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESNT' from 'https://tdm.silogroup.org/data/derivative_storage/ESNT.csv'.
[2025-10-13T23:55:29.231121] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESNT'.
[2025-10-13T23:55:29.231397] [INFO ] [FORECASTER] Starting predict_future for ESNT
[2025-10-13T23:55:29.255851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:29.256503] [DEBUG] [LOCAL     ] No optimal features file found for ESNT: ./output/feature-sets/ESNT.txt
[2025-10-13T23:55:29.256557] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:29.256589] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:29.256616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:29.256696] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:29.273827] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:29.274340] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:29.274416] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:29.274448] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:29.309041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:29.309123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:29.309158] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:29.309186] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:29.314114] [DEBUG] [FORECASTER] ESNT: Forecast T+1@11:T+2@11: DOWN (p=10.91%)
[2025-10-13T23:55:29.314364] [INFO ] [FORECASTER] Completed predict_future for ESNT
[2025-10-13T23:55:29.314493] [INFO ] [sig       ] ESNT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:29.458391] [INFO ] [LOCAL     ] Saved forecast: ESNT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ESNT.txt
[2025-10-13T23:55:29.458629] [INFO ] [sig       ] [621/1810] Completed ESNT in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:29.458710] [INFO ] [sig       ] [622/1810] Forecasting ESRT...
[2025-10-13T23:55:29.458750] [INFO ] [sig       ] Generating forecast for: ESRT
[2025-10-13T23:55:29.458783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESRT' from 'https://tdm.silogroup.org/data/derivative_storage/ESRT.csv'.
[2025-10-13T23:55:29.467911] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESRT'.
[2025-10-13T23:55:29.468195] [INFO ] [FORECASTER] Starting predict_future for ESRT
[2025-10-13T23:55:29.492921] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:29.493581] [DEBUG] [LOCAL     ] No optimal features file found for ESRT: ./output/feature-sets/ESRT.txt
[2025-10-13T23:55:29.493635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:29.493708] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:29.493743] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:29.493799] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:29.510881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:29.511432] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:29.511510] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:29.511543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:29.547569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:29.547677] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:29.547730] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:29.547765] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:29.550816] [DEBUG] [FORECASTER] ESRT: Forecast T+1@11:T+2@11: DOWN (p=13.06%)
[2025-10-13T23:55:29.551065] [INFO ] [FORECASTER] Completed predict_future for ESRT
[2025-10-13T23:55:29.551190] [INFO ] [sig       ] ESRT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:29.690793] [INFO ] [LOCAL     ] Saved forecast: ESRT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ESRT.txt
[2025-10-13T23:55:29.690995] [INFO ] [sig       ] [622/1810] Completed ESRT in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:29.691037] [INFO ] [sig       ] [623/1810] Forecasting ESS...
[2025-10-13T23:55:29.691068] [INFO ] [sig       ] Generating forecast for: ESS
[2025-10-13T23:55:29.691100] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESS' from 'https://tdm.silogroup.org/data/derivative_storage/ESS.csv'.
[2025-10-13T23:55:29.699665] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESS'.
[2025-10-13T23:55:29.699936] [INFO ] [FORECASTER] Starting predict_future for ESS
[2025-10-13T23:55:29.724460] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:29.725152] [DEBUG] [LOCAL     ] No optimal features file found for ESS: ./output/feature-sets/ESS.txt
[2025-10-13T23:55:29.725206] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:29.725239] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:29.725268] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:29.725323] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:29.742228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:29.742791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:29.742869] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:29.742902] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:29.780035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:29.780214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:29.780256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:29.780287] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:29.783743] [DEBUG] [FORECASTER] ESS: Forecast T+1@11:T+2@11: UP (p=51.79%)
[2025-10-13T23:55:29.784013] [INFO ] [FORECASTER] Completed predict_future for ESS
[2025-10-13T23:55:29.784142] [INFO ] [sig       ] ESS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:29.925146] [INFO ] [LOCAL     ] Saved forecast: ESS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ESS.txt
[2025-10-13T23:55:29.925353] [INFO ] [sig       ] [623/1810] Completed ESS in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:29.925395] [INFO ] [sig       ] [624/1810] Forecasting ESTC...
[2025-10-13T23:55:29.925427] [INFO ] [sig       ] Generating forecast for: ESTC
[2025-10-13T23:55:29.925459] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ESTC' from 'https://tdm.silogroup.org/data/derivative_storage/ESTC.csv'.
[2025-10-13T23:55:29.934013] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ESTC'.
[2025-10-13T23:55:29.934264] [INFO ] [FORECASTER] Starting predict_future for ESTC
[2025-10-13T23:55:29.958714] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:29.959465] [DEBUG] [LOCAL     ] No optimal features file found for ESTC: ./output/feature-sets/ESTC.txt
[2025-10-13T23:55:29.959523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:29.959557] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:29.959586] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:29.959665] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:29.976772] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:29.977612] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:29.977727] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:29.977770] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:30.013352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:30.013523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:30.013565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:30.013596] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:30.017010] [DEBUG] [FORECASTER] ESTC: Forecast T+1@11:T+2@11: DOWN (p=3.67%)
[2025-10-13T23:55:30.017276] [INFO ] [FORECASTER] Completed predict_future for ESTC
[2025-10-13T23:55:30.017408] [INFO ] [sig       ] ESTC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:30.160231] [INFO ] [LOCAL     ] Saved forecast: ESTC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ESTC.txt
[2025-10-13T23:55:30.160467] [INFO ] [sig       ] [624/1810] Completed ESTC in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:30.160552] [INFO ] [sig       ] [625/1810] Forecasting ET...
[2025-10-13T23:55:30.160592] [INFO ] [sig       ] Generating forecast for: ET
[2025-10-13T23:55:30.160627] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ET' from 'https://tdm.silogroup.org/data/derivative_storage/ET.csv'.
[2025-10-13T23:55:30.170786] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ET'.
[2025-10-13T23:55:30.171071] [INFO ] [FORECASTER] Starting predict_future for ET
[2025-10-13T23:55:30.196010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:30.196706] [DEBUG] [LOCAL     ] No optimal features file found for ET: ./output/feature-sets/ET.txt
[2025-10-13T23:55:30.196764] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:30.196799] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:30.196828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:30.196884] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:30.214036] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:30.214561] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:30.214639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:30.214713] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:30.249985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:30.250098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:30.250150] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:30.250181] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:30.253197] [DEBUG] [FORECASTER] ET: Forecast T+1@11:T+2@11: DOWN (p=36.36%)
[2025-10-13T23:55:30.253443] [INFO ] [FORECASTER] Completed predict_future for ET
[2025-10-13T23:55:30.253570] [INFO ] [sig       ] ET: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:30.392931] [INFO ] [LOCAL     ] Saved forecast: ET	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ET.txt
[2025-10-13T23:55:30.393121] [INFO ] [sig       ] [625/1810] Completed ET in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:30.393162] [INFO ] [sig       ] [626/1810] Forecasting ETB...
[2025-10-13T23:55:30.393192] [INFO ] [sig       ] Generating forecast for: ETB
[2025-10-13T23:55:30.393225] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETB' from 'https://tdm.silogroup.org/data/derivative_storage/ETB.csv'.
[2025-10-13T23:55:30.402445] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETB'.
[2025-10-13T23:55:30.402761] [INFO ] [FORECASTER] Starting predict_future for ETB
[2025-10-13T23:55:30.427167] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:30.427914] [DEBUG] [LOCAL     ] No optimal features file found for ETB: ./output/feature-sets/ETB.txt
[2025-10-13T23:55:30.427967] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:30.428001] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:30.428028] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:30.428085] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:30.445046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:30.445559] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:30.445635] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:30.445717] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:30.479482] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:30.479558] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:30.479594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:30.479623] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:30.482607] [DEBUG] [FORECASTER] ETB: Forecast T+1@11:T+2@11: DOWN (p=3.04%)
[2025-10-13T23:55:30.482883] [INFO ] [FORECASTER] Completed predict_future for ETB
[2025-10-13T23:55:30.483021] [INFO ] [sig       ] ETB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:30.622989] [INFO ] [LOCAL     ] Saved forecast: ETB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETB.txt
[2025-10-13T23:55:30.623176] [INFO ] [sig       ] [626/1810] Completed ETB in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:30.623217] [INFO ] [sig       ] [627/1810] Forecasting ETD...
[2025-10-13T23:55:30.623255] [INFO ] [sig       ] Generating forecast for: ETD
[2025-10-13T23:55:30.623287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETD' from 'https://tdm.silogroup.org/data/derivative_storage/ETD.csv'.
[2025-10-13T23:55:30.631833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETD'.
[2025-10-13T23:55:30.632113] [INFO ] [FORECASTER] Starting predict_future for ETD
[2025-10-13T23:55:30.656577] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:30.657279] [DEBUG] [LOCAL     ] No optimal features file found for ETD: ./output/feature-sets/ETD.txt
[2025-10-13T23:55:30.657333] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:30.657381] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:30.657412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:30.657469] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:30.674631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:30.675181] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:30.675257] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:30.675291] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:30.707976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:30.708056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:30.708091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:30.708119] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:30.711143] [DEBUG] [FORECASTER] ETD: Forecast T+1@11:T+2@11: DOWN (p=49.56%)
[2025-10-13T23:55:30.711392] [INFO ] [FORECASTER] Completed predict_future for ETD
[2025-10-13T23:55:30.711520] [INFO ] [sig       ] ETD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:30.851550] [INFO ] [LOCAL     ] Saved forecast: ETD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETD.txt
[2025-10-13T23:55:30.851831] [INFO ] [sig       ] [627/1810] Completed ETD in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:30.851897] [INFO ] [sig       ] [628/1810] Forecasting ETG...
[2025-10-13T23:55:30.851929] [INFO ] [sig       ] Generating forecast for: ETG
[2025-10-13T23:55:30.851962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETG' from 'https://tdm.silogroup.org/data/derivative_storage/ETG.csv'.
[2025-10-13T23:55:30.860885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETG'.
[2025-10-13T23:55:30.861221] [INFO ] [FORECASTER] Starting predict_future for ETG
[2025-10-13T23:55:30.885588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:30.886320] [DEBUG] [LOCAL     ] No optimal features file found for ETG: ./output/feature-sets/ETG.txt
[2025-10-13T23:55:30.886375] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:30.886407] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:30.886436] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:30.886493] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:30.903822] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:30.904362] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:30.904441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:30.904474] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:30.944107] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:30.944254] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:30.944322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:30.944376] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:30.948107] [DEBUG] [FORECASTER] ETG: Forecast T+1@11:T+2@11: DOWN (p=4.59%)
[2025-10-13T23:55:30.948401] [INFO ] [FORECASTER] Completed predict_future for ETG
[2025-10-13T23:55:30.948535] [INFO ] [sig       ] ETG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:31.093295] [INFO ] [LOCAL     ] Saved forecast: ETG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETG.txt
[2025-10-13T23:55:31.093546] [INFO ] [sig       ] [628/1810] Completed ETG in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:31.093605] [INFO ] [sig       ] [629/1810] Forecasting ETJ...
[2025-10-13T23:55:31.093639] [INFO ] [sig       ] Generating forecast for: ETJ
[2025-10-13T23:55:31.093717] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETJ' from 'https://tdm.silogroup.org/data/derivative_storage/ETJ.csv'.
[2025-10-13T23:55:31.102903] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETJ'.
[2025-10-13T23:55:31.103188] [INFO ] [FORECASTER] Starting predict_future for ETJ
[2025-10-13T23:55:31.128167] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:31.128882] [DEBUG] [LOCAL     ] No optimal features file found for ETJ: ./output/feature-sets/ETJ.txt
[2025-10-13T23:55:31.128942] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:31.128975] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:31.129002] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:31.129058] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:31.145922] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:31.146466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:31.146545] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:31.146579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:31.180995] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:31.181072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:31.181107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:31.181136] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:31.184121] [DEBUG] [FORECASTER] ETJ: Forecast T+1@11:T+2@11: DOWN (p=41.33%)
[2025-10-13T23:55:31.184366] [INFO ] [FORECASTER] Completed predict_future for ETJ
[2025-10-13T23:55:31.184486] [INFO ] [sig       ] ETJ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:31.322604] [INFO ] [LOCAL     ] Saved forecast: ETJ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETJ.txt
[2025-10-13T23:55:31.322816] [INFO ] [sig       ] [629/1810] Completed ETJ in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.8m
[2025-10-13T23:55:31.322869] [INFO ] [sig       ] [630/1810] Forecasting ETN...
[2025-10-13T23:55:31.322901] [INFO ] [sig       ] Generating forecast for: ETN
[2025-10-13T23:55:31.322933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETN' from 'https://tdm.silogroup.org/data/derivative_storage/ETN.csv'.
[2025-10-13T23:55:31.331285] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETN'.
[2025-10-13T23:55:31.331566] [INFO ] [FORECASTER] Starting predict_future for ETN
[2025-10-13T23:55:31.356260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:31.356964] [DEBUG] [LOCAL     ] No optimal features file found for ETN: ./output/feature-sets/ETN.txt
[2025-10-13T23:55:31.357018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:31.357051] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:31.357080] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:31.357137] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:31.374070] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:31.374590] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:31.374689] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:31.374740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:31.411813] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:31.411901] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:31.411938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:31.411967] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:31.415019] [DEBUG] [FORECASTER] ETN: Forecast T+1@11:T+2@11: UP (p=58.45%)
[2025-10-13T23:55:31.415266] [INFO ] [FORECASTER] Completed predict_future for ETN
[2025-10-13T23:55:31.415393] [INFO ] [sig       ] ETN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:31.553957] [INFO ] [LOCAL     ] Saved forecast: ETN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ETN.txt
[2025-10-13T23:55:31.554177] [INFO ] [sig       ] [630/1810] Completed ETN in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-13T23:55:31.554218] [INFO ] [sig       ] [631/1810] Forecasting ETO...
[2025-10-13T23:55:31.554249] [INFO ] [sig       ] Generating forecast for: ETO
[2025-10-13T23:55:31.554282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETO' from 'https://tdm.silogroup.org/data/derivative_storage/ETO.csv'.
[2025-10-13T23:55:31.562554] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETO'.
[2025-10-13T23:55:31.562856] [INFO ] [FORECASTER] Starting predict_future for ETO
[2025-10-13T23:55:31.587212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:31.587948] [DEBUG] [LOCAL     ] No optimal features file found for ETO: ./output/feature-sets/ETO.txt
[2025-10-13T23:55:31.588002] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:31.588035] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:31.588062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:31.588117] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:31.604982] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:31.605537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:31.605615] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:31.605678] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:31.637285] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:31.637465] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:31.637540] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:31.637585] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:31.641167] [DEBUG] [FORECASTER] ETO: Forecast T+1@11:T+2@11: DOWN (p=23.73%)
[2025-10-13T23:55:31.641449] [INFO ] [FORECASTER] Completed predict_future for ETO
[2025-10-13T23:55:31.641595] [INFO ] [sig       ] ETO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:31.785698] [INFO ] [LOCAL     ] Saved forecast: ETO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETO.txt
[2025-10-13T23:55:31.785995] [INFO ] [sig       ] [631/1810] Completed ETO in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-13T23:55:31.786049] [INFO ] [sig       ] [632/1810] Forecasting ETR...
[2025-10-13T23:55:31.786081] [INFO ] [sig       ] Generating forecast for: ETR
[2025-10-13T23:55:31.786112] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETR' from 'https://tdm.silogroup.org/data/derivative_storage/ETR.csv'.
[2025-10-13T23:55:31.795150] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETR'.
[2025-10-13T23:55:31.795433] [INFO ] [FORECASTER] Starting predict_future for ETR
[2025-10-13T23:55:31.820812] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:31.821478] [DEBUG] [LOCAL     ] No optimal features file found for ETR: ./output/feature-sets/ETR.txt
[2025-10-13T23:55:31.821532] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:31.821566] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:31.821594] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:31.821671] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:31.838833] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:31.839374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:31.839452] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:31.839486] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:31.874058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:31.874245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:31.874316] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:31.874348] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:31.877962] [DEBUG] [FORECASTER] ETR: Forecast T+1@11:T+2@11: DOWN (p=6.50%)
[2025-10-13T23:55:31.878239] [INFO ] [FORECASTER] Completed predict_future for ETR
[2025-10-13T23:55:31.878379] [INFO ] [sig       ] ETR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:32.018408] [INFO ] [LOCAL     ] Saved forecast: ETR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETR.txt
[2025-10-13T23:55:32.018671] [INFO ] [sig       ] [632/1810] Completed ETR in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-13T23:55:32.018731] [INFO ] [sig       ] [633/1810] Forecasting ETSY...
[2025-10-13T23:55:32.018765] [INFO ] [sig       ] Generating forecast for: ETSY
[2025-10-13T23:55:32.018797] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETSY' from 'https://tdm.silogroup.org/data/derivative_storage/ETSY.csv'.
[2025-10-13T23:55:32.027380] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETSY'.
[2025-10-13T23:55:32.027698] [INFO ] [FORECASTER] Starting predict_future for ETSY
[2025-10-13T23:55:32.052134] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:32.052903] [DEBUG] [LOCAL     ] No optimal features file found for ETSY: ./output/feature-sets/ETSY.txt
[2025-10-13T23:55:32.052961] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:32.052995] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:32.053023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:32.053080] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:32.069870] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:32.070394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:32.070471] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:32.070504] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:32.100529] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:32.100688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:32.100744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:32.100777] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:32.104081] [DEBUG] [FORECASTER] ETSY: Forecast T+1@11:T+2@11: UP (p=53.15%)
[2025-10-13T23:55:32.104340] [INFO ] [FORECASTER] Completed predict_future for ETSY
[2025-10-13T23:55:32.104462] [INFO ] [sig       ] ETSY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:32.242850] [INFO ] [LOCAL     ] Saved forecast: ETSY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ETSY.txt
[2025-10-13T23:55:32.243043] [INFO ] [sig       ] [633/1810] Completed ETSY in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-13T23:55:32.243084] [INFO ] [sig       ] [634/1810] Forecasting ETV...
[2025-10-13T23:55:32.243115] [INFO ] [sig       ] Generating forecast for: ETV
[2025-10-13T23:55:32.243146] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETV' from 'https://tdm.silogroup.org/data/derivative_storage/ETV.csv'.
[2025-10-13T23:55:32.251522] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETV'.
[2025-10-13T23:55:32.251823] [INFO ] [FORECASTER] Starting predict_future for ETV
[2025-10-13T23:55:32.276235] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:32.276936] [DEBUG] [LOCAL     ] No optimal features file found for ETV: ./output/feature-sets/ETV.txt
[2025-10-13T23:55:32.276990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:32.277024] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:32.277067] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:32.277125] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:32.293881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:32.294392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:32.294470] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:32.294504] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:32.321561] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:32.321762] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:32.321818] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:32.321888] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:32.327375] [DEBUG] [FORECASTER] ETV: Forecast T+1@11:T+2@11: UP (p=84.01%)
[2025-10-13T23:55:32.327769] [INFO ] [FORECASTER] Completed predict_future for ETV
[2025-10-13T23:55:32.327922] [INFO ] [sig       ] ETV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:32.468115] [INFO ] [LOCAL     ] Saved forecast: ETV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ETV.txt
[2025-10-13T23:55:32.468424] [INFO ] [sig       ] [634/1810] Completed ETV in 0.2s | 4.14 sym/s | Total: 2.5m | ETA: 4.7m
[2025-10-13T23:55:32.468467] [INFO ] [sig       ] [635/1810] Forecasting ETW...
[2025-10-13T23:55:32.468498] [INFO ] [sig       ] Generating forecast for: ETW
[2025-10-13T23:55:32.468531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETW' from 'https://tdm.silogroup.org/data/derivative_storage/ETW.csv'.
[2025-10-13T23:55:32.477120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETW'.
[2025-10-13T23:55:32.477394] [INFO ] [FORECASTER] Starting predict_future for ETW
[2025-10-13T23:55:32.506537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:32.507330] [DEBUG] [LOCAL     ] No optimal features file found for ETW: ./output/feature-sets/ETW.txt
[2025-10-13T23:55:32.507387] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:32.507422] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:32.507452] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:32.507533] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:32.524699] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:32.525299] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:32.525380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:32.525414] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:32.561414] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:32.561496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:32.561533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:32.561562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:32.564614] [DEBUG] [FORECASTER] ETW: Forecast T+1@11:T+2@11: UP (p=81.93%)
[2025-10-13T23:55:32.564899] [INFO ] [FORECASTER] Completed predict_future for ETW
[2025-10-13T23:55:32.565030] [INFO ] [sig       ] ETW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:32.723314] [INFO ] [LOCAL     ] Saved forecast: ETW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ETW.txt
[2025-10-13T23:55:32.723584] [INFO ] [sig       ] [635/1810] Completed ETW in 0.3s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:32.723628] [INFO ] [sig       ] [636/1810] Forecasting ETX...
[2025-10-13T23:55:32.723697] [INFO ] [sig       ] Generating forecast for: ETX
[2025-10-13T23:55:32.723744] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETX' from 'https://tdm.silogroup.org/data/derivative_storage/ETX.csv'.
[2025-10-13T23:55:32.732979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETX'.
[2025-10-13T23:55:32.733328] [INFO ] [FORECASTER] Starting predict_future for ETX
[2025-10-13T23:55:32.758397] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:32.759190] [DEBUG] [LOCAL     ] No optimal features file found for ETX: ./output/feature-sets/ETX.txt
[2025-10-13T23:55:32.759246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:32.759282] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:32.759311] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:32.759368] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:32.776536] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:32.777273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:32.777355] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:32.777389] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:32.815533] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:32.815740] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:32.815795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:32.815826] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:32.819338] [DEBUG] [FORECASTER] ETX: Forecast T+1@11:T+2@11: DOWN (p=24.59%)
[2025-10-13T23:55:32.819606] [INFO ] [FORECASTER] Completed predict_future for ETX
[2025-10-13T23:55:32.819773] [INFO ] [sig       ] ETX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:32.974194] [INFO ] [LOCAL     ] Saved forecast: ETX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETX.txt
[2025-10-13T23:55:32.974495] [INFO ] [sig       ] [636/1810] Completed ETX in 0.3s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:32.974566] [INFO ] [sig       ] [637/1810] Forecasting ETY...
[2025-10-13T23:55:32.974602] [INFO ] [sig       ] Generating forecast for: ETY
[2025-10-13T23:55:32.974637] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ETY' from 'https://tdm.silogroup.org/data/derivative_storage/ETY.csv'.
[2025-10-13T23:55:32.984028] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ETY'.
[2025-10-13T23:55:32.984349] [INFO ] [FORECASTER] Starting predict_future for ETY
[2025-10-13T23:55:33.013149] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:33.013961] [DEBUG] [LOCAL     ] No optimal features file found for ETY: ./output/feature-sets/ETY.txt
[2025-10-13T23:55:33.014019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:33.014055] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:33.014087] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:33.014164] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:33.033214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:33.033902] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:33.033987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:33.034023] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:33.075692] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:33.075818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:33.075859] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:33.075890] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:33.079534] [DEBUG] [FORECASTER] ETY: Forecast T+1@11:T+2@11: DOWN (p=38.75%)
[2025-10-13T23:55:33.079839] [INFO ] [FORECASTER] Completed predict_future for ETY
[2025-10-13T23:55:33.079989] [INFO ] [sig       ] ETY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:33.229482] [INFO ] [LOCAL     ] Saved forecast: ETY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ETY.txt
[2025-10-13T23:55:33.229767] [INFO ] [sig       ] [637/1810] Completed ETY in 0.3s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:33.229859] [INFO ] [sig       ] [638/1810] Forecasting EVC...
[2025-10-13T23:55:33.229899] [INFO ] [sig       ] Generating forecast for: EVC
[2025-10-13T23:55:33.229933] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVC' from 'https://tdm.silogroup.org/data/derivative_storage/EVC.csv'.
[2025-10-13T23:55:33.238728] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVC'.
[2025-10-13T23:55:33.239024] [INFO ] [FORECASTER] Starting predict_future for EVC
[2025-10-13T23:55:33.263549] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:33.264262] [DEBUG] [LOCAL     ] No optimal features file found for EVC: ./output/feature-sets/EVC.txt
[2025-10-13T23:55:33.264316] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:33.264350] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:33.264377] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:33.264434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:33.286154] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:33.287044] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:33.287148] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:33.287204] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:33.326541] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:33.326679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:33.326735] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:33.326767] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:33.330023] [DEBUG] [FORECASTER] EVC: Forecast T+1@11:T+2@11: UP (p=67.72%)
[2025-10-13T23:55:33.330283] [INFO ] [FORECASTER] Completed predict_future for EVC
[2025-10-13T23:55:33.330419] [INFO ] [sig       ] EVC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:33.469757] [INFO ] [LOCAL     ] Saved forecast: EVC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVC.txt
[2025-10-13T23:55:33.469989] [INFO ] [sig       ] [638/1810] Completed EVC in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:33.470030] [INFO ] [sig       ] [639/1810] Forecasting EVEX...
[2025-10-13T23:55:33.470059] [INFO ] [sig       ] Generating forecast for: EVEX
[2025-10-13T23:55:33.470091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVEX' from 'https://tdm.silogroup.org/data/derivative_storage/EVEX.csv'.
[2025-10-13T23:55:33.479134] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVEX'.
[2025-10-13T23:55:33.479468] [INFO ] [FORECASTER] Starting predict_future for EVEX
[2025-10-13T23:55:33.503991] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:33.504717] [DEBUG] [LOCAL     ] No optimal features file found for EVEX: ./output/feature-sets/EVEX.txt
[2025-10-13T23:55:33.504773] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:33.504806] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:33.504834] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:33.504890] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:33.521545] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:33.522118] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:33.522199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:33.522233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:33.559689] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:33.559821] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:33.559883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:33.559917] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:33.563169] [DEBUG] [FORECASTER] EVEX: Forecast T+1@11:T+2@11: DOWN (p=0.22%)
[2025-10-13T23:55:33.563430] [INFO ] [FORECASTER] Completed predict_future for EVEX
[2025-10-13T23:55:33.563563] [INFO ] [sig       ] EVEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:33.702175] [INFO ] [LOCAL     ] Saved forecast: EVEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EVEX.txt
[2025-10-13T23:55:33.702423] [INFO ] [sig       ] [639/1810] Completed EVEX in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:33.702467] [INFO ] [sig       ] [640/1810] Forecasting EVF...
[2025-10-13T23:55:33.702498] [INFO ] [sig       ] Generating forecast for: EVF
[2025-10-13T23:55:33.702531] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVF' from 'https://tdm.silogroup.org/data/derivative_storage/EVF.csv'.
[2025-10-13T23:55:33.711486] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVF'.
[2025-10-13T23:55:33.711803] [INFO ] [FORECASTER] Starting predict_future for EVF
[2025-10-13T23:55:33.736119] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:33.736835] [DEBUG] [LOCAL     ] No optimal features file found for EVF: ./output/feature-sets/EVF.txt
[2025-10-13T23:55:33.736889] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:33.736923] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:33.736950] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:33.737006] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:33.753837] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:33.754421] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:33.754499] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:33.754533] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:33.789028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:33.789180] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:33.789220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:33.789249] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:33.792608] [DEBUG] [FORECASTER] EVF: Forecast T+1@11:T+2@11: UP (p=91.85%)
[2025-10-13T23:55:33.792905] [INFO ] [FORECASTER] Completed predict_future for EVF
[2025-10-13T23:55:33.793049] [INFO ] [sig       ] EVF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:33.933162] [INFO ] [LOCAL     ] Saved forecast: EVF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVF.txt
[2025-10-13T23:55:33.933422] [INFO ] [sig       ] [640/1810] Completed EVF in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:33.933465] [INFO ] [sig       ] [641/1810] Forecasting EVG...
[2025-10-13T23:55:33.933495] [INFO ] [sig       ] Generating forecast for: EVG
[2025-10-13T23:55:33.933529] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVG' from 'https://tdm.silogroup.org/data/derivative_storage/EVG.csv'.
[2025-10-13T23:55:33.942023] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVG'.
[2025-10-13T23:55:33.942310] [INFO ] [FORECASTER] Starting predict_future for EVG
[2025-10-13T23:55:33.966948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:33.967674] [DEBUG] [LOCAL     ] No optimal features file found for EVG: ./output/feature-sets/EVG.txt
[2025-10-13T23:55:33.967732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:33.967766] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:33.967793] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:33.967871] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:33.984754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:33.985386] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:33.985466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:33.985501] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:34.020040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:34.020136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:34.020174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:34.020203] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:34.023303] [DEBUG] [FORECASTER] EVG: Forecast T+1@11:T+2@11: UP (p=94.41%)
[2025-10-13T23:55:34.023560] [INFO ] [FORECASTER] Completed predict_future for EVG
[2025-10-13T23:55:34.023720] [INFO ] [sig       ] EVG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:34.168750] [INFO ] [LOCAL     ] Saved forecast: EVG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVG.txt
[2025-10-13T23:55:34.169077] [INFO ] [sig       ] [641/1810] Completed EVG in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:34.169139] [INFO ] [sig       ] [642/1810] Forecasting EVH...
[2025-10-13T23:55:34.169176] [INFO ] [sig       ] Generating forecast for: EVH
[2025-10-13T23:55:34.169210] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVH' from 'https://tdm.silogroup.org/data/derivative_storage/EVH.csv'.
[2025-10-13T23:55:34.178773] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVH'.
[2025-10-13T23:55:34.179045] [INFO ] [FORECASTER] Starting predict_future for EVH
[2025-10-13T23:55:34.203840] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:34.204486] [DEBUG] [LOCAL     ] No optimal features file found for EVH: ./output/feature-sets/EVH.txt
[2025-10-13T23:55:34.204539] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:34.204572] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:34.204599] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:34.204676] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:34.221533] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:34.222153] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:34.222233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:34.222266] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:34.259568] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:34.259771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:34.259827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:34.259861] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:34.263613] [DEBUG] [FORECASTER] EVH: Forecast T+1@11:T+2@11: UP (p=99.59%)
[2025-10-13T23:55:34.263927] [INFO ] [FORECASTER] Completed predict_future for EVH
[2025-10-13T23:55:34.264076] [INFO ] [sig       ] EVH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:34.410907] [INFO ] [LOCAL     ] Saved forecast: EVH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVH.txt
[2025-10-13T23:55:34.411194] [INFO ] [sig       ] [642/1810] Completed EVH in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:34.411266] [INFO ] [sig       ] [643/1810] Forecasting EVN...
[2025-10-13T23:55:34.411310] [INFO ] [sig       ] Generating forecast for: EVN
[2025-10-13T23:55:34.411345] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVN' from 'https://tdm.silogroup.org/data/derivative_storage/EVN.csv'.
[2025-10-13T23:55:34.421430] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVN'.
[2025-10-13T23:55:34.421795] [INFO ] [FORECASTER] Starting predict_future for EVN
[2025-10-13T23:55:34.449022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:34.449793] [DEBUG] [LOCAL     ] No optimal features file found for EVN: ./output/feature-sets/EVN.txt
[2025-10-13T23:55:34.449849] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:34.449888] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:34.449917] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:34.449975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:34.466931] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:34.467467] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:34.467589] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:34.467631] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:34.500273] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:34.500351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:34.500387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:34.500416] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:34.503499] [DEBUG] [FORECASTER] EVN: Forecast T+1@11:T+2@11: DOWN (p=16.20%)
[2025-10-13T23:55:34.503801] [INFO ] [FORECASTER] Completed predict_future for EVN
[2025-10-13T23:55:34.503939] [INFO ] [sig       ] EVN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:34.643578] [INFO ] [LOCAL     ] Saved forecast: EVN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EVN.txt
[2025-10-13T23:55:34.643825] [INFO ] [sig       ] [643/1810] Completed EVN in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:34.643885] [INFO ] [sig       ] [644/1810] Forecasting EVR...
[2025-10-13T23:55:34.643918] [INFO ] [sig       ] Generating forecast for: EVR
[2025-10-13T23:55:34.643949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVR' from 'https://tdm.silogroup.org/data/derivative_storage/EVR.csv'.
[2025-10-13T23:55:34.652973] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVR'.
[2025-10-13T23:55:34.653253] [INFO ] [FORECASTER] Starting predict_future for EVR
[2025-10-13T23:55:34.679049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:34.679886] [DEBUG] [LOCAL     ] No optimal features file found for EVR: ./output/feature-sets/EVR.txt
[2025-10-13T23:55:34.679944] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:34.679978] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:34.680007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:34.680123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:34.697976] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:34.698891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:34.698980] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:34.699015] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:34.734910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:34.735099] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:34.735143] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:34.735174] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:34.738864] [DEBUG] [FORECASTER] EVR: Forecast T+1@11:T+2@11: DOWN (p=22.88%)
[2025-10-13T23:55:34.739169] [INFO ] [FORECASTER] Completed predict_future for EVR
[2025-10-13T23:55:34.739311] [INFO ] [sig       ] EVR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:34.886887] [INFO ] [LOCAL     ] Saved forecast: EVR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EVR.txt
[2025-10-13T23:55:34.887131] [INFO ] [sig       ] [644/1810] Completed EVR in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:34.887189] [INFO ] [sig       ] [645/1810] Forecasting EVT...
[2025-10-13T23:55:34.887221] [INFO ] [sig       ] Generating forecast for: EVT
[2025-10-13T23:55:34.887254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVT' from 'https://tdm.silogroup.org/data/derivative_storage/EVT.csv'.
[2025-10-13T23:55:34.896689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVT'.
[2025-10-13T23:55:34.896965] [INFO ] [FORECASTER] Starting predict_future for EVT
[2025-10-13T23:55:34.922114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:34.922807] [DEBUG] [LOCAL     ] No optimal features file found for EVT: ./output/feature-sets/EVT.txt
[2025-10-13T23:55:34.922860] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:34.922894] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:34.922926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:34.922984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:34.940167] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:34.940734] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:34.940817] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:34.940851] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:34.976118] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:34.976193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:34.976228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:34.976256] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:34.979245] [DEBUG] [FORECASTER] EVT: Forecast T+1@11:T+2@11: DOWN (p=3.85%)
[2025-10-13T23:55:34.979493] [INFO ] [FORECASTER] Completed predict_future for EVT
[2025-10-13T23:55:34.979690] [INFO ] [sig       ] EVT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:35.123495] [INFO ] [LOCAL     ] Saved forecast: EVT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EVT.txt
[2025-10-13T23:55:35.123780] [INFO ] [sig       ] [645/1810] Completed EVT in 0.2s | 4.14 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:35.123842] [INFO ] [sig       ] [646/1810] Forecasting EVTC...
[2025-10-13T23:55:35.123878] [INFO ] [sig       ] Generating forecast for: EVTC
[2025-10-13T23:55:35.123912] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTC' from 'https://tdm.silogroup.org/data/derivative_storage/EVTC.csv'.
[2025-10-13T23:55:35.133941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVTC'.
[2025-10-13T23:55:35.134396] [INFO ] [FORECASTER] Starting predict_future for EVTC
[2025-10-13T23:55:35.160568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:35.161394] [DEBUG] [LOCAL     ] No optimal features file found for EVTC: ./output/feature-sets/EVTC.txt
[2025-10-13T23:55:35.161450] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:35.161486] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:35.161514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:35.161571] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:35.178608] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:35.179396] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:35.179480] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:35.179514] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:35.217118] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:35.217230] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:35.217268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:35.217320] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:35.220559] [DEBUG] [FORECASTER] EVTC: Forecast T+1@11:T+2@11: UP (p=87.04%)
[2025-10-13T23:55:35.220847] [INFO ] [FORECASTER] Completed predict_future for EVTC
[2025-10-13T23:55:35.220986] [INFO ] [sig       ] EVTC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:35.359042] [INFO ] [LOCAL     ] Saved forecast: EVTC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVTC.txt
[2025-10-13T23:55:35.359290] [INFO ] [sig       ] [646/1810] Completed EVTC in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:35.359331] [INFO ] [sig       ] [647/1810] Forecasting EVTL...
[2025-10-13T23:55:35.359361] [INFO ] [sig       ] Generating forecast for: EVTL
[2025-10-13T23:55:35.359393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTL' from 'https://tdm.silogroup.org/data/derivative_storage/EVTL.csv'.
[2025-10-13T23:55:35.368312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EVTL'.
[2025-10-13T23:55:35.368610] [INFO ] [FORECASTER] Starting predict_future for EVTL
[2025-10-13T23:55:35.393113] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:35.393817] [DEBUG] [LOCAL     ] No optimal features file found for EVTL: ./output/feature-sets/EVTL.txt
[2025-10-13T23:55:35.393870] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:35.393904] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:35.393932] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:35.393988] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:35.410940] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:35.411726] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:35.411823] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:35.411858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:35.449938] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:35.450059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:35.450133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:35.450163] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:35.455987] [DEBUG] [FORECASTER] EVTL: Forecast T+1@11:T+2@11: DOWN (p=37.03%)
[2025-10-13T23:55:35.456259] [INFO ] [FORECASTER] Completed predict_future for EVTL
[2025-10-13T23:55:35.456388] [INFO ] [sig       ] EVTL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:35.593891] [INFO ] [LOCAL     ] Saved forecast: EVTL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EVTL.txt
[2025-10-13T23:55:35.594143] [INFO ] [sig       ] [647/1810] Completed EVTL in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:35.594185] [INFO ] [sig       ] [648/1810] Forecasting EVTR...
[2025-10-13T23:55:35.594215] [INFO ] [sig       ] Generating forecast for: EVTR
[2025-10-13T23:55:35.594248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EVTR' from 'https://tdm.silogroup.org/data/derivative_storage/EVTR.csv'.
[2025-10-13T23:55:35.602858] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'EVTR'.
[2025-10-13T23:55:35.603157] [INFO ] [FORECASTER] Starting predict_future for EVTR
[2025-10-13T23:55:35.627783] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:35.628455] [DEBUG] [LOCAL     ] No optimal features file found for EVTR: ./output/feature-sets/EVTR.txt
[2025-10-13T23:55:35.628509] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:35.628542] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:35.628571] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:35.628663] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:35.645308] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:35.645879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:35.645959] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:35.645992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:35.680939] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:35.681116] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:35.681159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:35.681190] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:35.684859] [DEBUG] [FORECASTER] EVTR: Forecast T+1@11:T+2@11: UP (p=73.44%)
[2025-10-13T23:55:35.685226] [INFO ] [FORECASTER] Completed predict_future for EVTR
[2025-10-13T23:55:35.685368] [INFO ] [sig       ] EVTR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:35.830445] [INFO ] [LOCAL     ] Saved forecast: EVTR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EVTR.txt
[2025-10-13T23:55:35.830721] [INFO ] [sig       ] [648/1810] Completed EVTR in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:35.830782] [INFO ] [sig       ] [649/1810] Forecasting EW...
[2025-10-13T23:55:35.830815] [INFO ] [sig       ] Generating forecast for: EW
[2025-10-13T23:55:35.830849] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EW' from 'https://tdm.silogroup.org/data/derivative_storage/EW.csv'.
[2025-10-13T23:55:35.840025] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EW'.
[2025-10-13T23:55:35.840329] [INFO ] [FORECASTER] Starting predict_future for EW
[2025-10-13T23:55:35.864955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:35.865665] [DEBUG] [LOCAL     ] No optimal features file found for EW: ./output/feature-sets/EW.txt
[2025-10-13T23:55:35.865725] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:35.865759] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:35.865787] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:35.865842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:35.882805] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:35.883372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:35.883453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:35.883487] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:35.920399] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:35.920514] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:35.920551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:35.920581] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:35.923870] [DEBUG] [FORECASTER] EW: Forecast T+1@11:T+2@11: UP (p=93.58%)
[2025-10-13T23:55:35.924127] [INFO ] [FORECASTER] Completed predict_future for EW
[2025-10-13T23:55:35.924257] [INFO ] [sig       ] EW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:36.063575] [INFO ] [LOCAL     ] Saved forecast: EW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EW.txt
[2025-10-13T23:55:36.063820] [INFO ] [sig       ] [649/1810] Completed EW in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:36.063879] [INFO ] [sig       ] [650/1810] Forecasting EXG...
[2025-10-13T23:55:36.063912] [INFO ] [sig       ] Generating forecast for: EXG
[2025-10-13T23:55:36.063948] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXG' from 'https://tdm.silogroup.org/data/derivative_storage/EXG.csv'.
[2025-10-13T23:55:36.073537] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXG'.
[2025-10-13T23:55:36.073978] [INFO ] [FORECASTER] Starting predict_future for EXG
[2025-10-13T23:55:36.099737] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:36.100523] [DEBUG] [LOCAL     ] No optimal features file found for EXG: ./output/feature-sets/EXG.txt
[2025-10-13T23:55:36.100577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:36.100612] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:36.100664] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:36.100748] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:36.118574] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:36.119357] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:36.119458] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:36.119500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:36.155302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:36.155480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:36.155522] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:36.155551] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:36.159265] [DEBUG] [FORECASTER] EXG: Forecast T+1@11:T+2@11: DOWN (p=24.09%)
[2025-10-13T23:55:36.159563] [INFO ] [FORECASTER] Completed predict_future for EXG
[2025-10-13T23:55:36.159732] [INFO ] [sig       ] EXG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:36.304870] [INFO ] [LOCAL     ] Saved forecast: EXG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EXG.txt
[2025-10-13T23:55:36.305161] [INFO ] [sig       ] [650/1810] Completed EXG in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:36.305210] [INFO ] [sig       ] [651/1810] Forecasting EXK...
[2025-10-13T23:55:36.305241] [INFO ] [sig       ] Generating forecast for: EXK
[2025-10-13T23:55:36.305274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXK' from 'https://tdm.silogroup.org/data/derivative_storage/EXK.csv'.
[2025-10-13T23:55:36.313930] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXK'.
[2025-10-13T23:55:36.314265] [INFO ] [FORECASTER] Starting predict_future for EXK
[2025-10-13T23:55:36.340228] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:36.341056] [DEBUG] [LOCAL     ] No optimal features file found for EXK: ./output/feature-sets/EXK.txt
[2025-10-13T23:55:36.341113] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:36.341149] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:36.341179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:36.341238] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:36.362931] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:36.363916] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:36.363999] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:36.364033] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:36.403036] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:36.403208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:36.403249] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:36.403278] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:36.406755] [DEBUG] [FORECASTER] EXK: Forecast T+1@11:T+2@11: DOWN (p=0.69%)
[2025-10-13T23:55:36.407061] [INFO ] [FORECASTER] Completed predict_future for EXK
[2025-10-13T23:55:36.407201] [INFO ] [sig       ] EXK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:36.554517] [INFO ] [LOCAL     ] Saved forecast: EXK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EXK.txt
[2025-10-13T23:55:36.554764] [INFO ] [sig       ] [651/1810] Completed EXK in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:36.554835] [INFO ] [sig       ] [652/1810] Forecasting EXP...
[2025-10-13T23:55:36.554871] [INFO ] [sig       ] Generating forecast for: EXP
[2025-10-13T23:55:36.554903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXP' from 'https://tdm.silogroup.org/data/derivative_storage/EXP.csv'.
[2025-10-13T23:55:36.564247] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXP'.
[2025-10-13T23:55:36.564607] [INFO ] [FORECASTER] Starting predict_future for EXP
[2025-10-13T23:55:36.590338] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:36.591085] [DEBUG] [LOCAL     ] No optimal features file found for EXP: ./output/feature-sets/EXP.txt
[2025-10-13T23:55:36.591142] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:36.591177] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:36.591208] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:36.591267] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:36.609219] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:36.609840] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:36.609923] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:36.609958] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:36.645465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:36.645578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:36.645617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:36.645673] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:36.648885] [DEBUG] [FORECASTER] EXP: Forecast T+1@11:T+2@11: DOWN (p=41.08%)
[2025-10-13T23:55:36.649143] [INFO ] [FORECASTER] Completed predict_future for EXP
[2025-10-13T23:55:36.649270] [INFO ] [sig       ] EXP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:36.789865] [INFO ] [LOCAL     ] Saved forecast: EXP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EXP.txt
[2025-10-13T23:55:36.790069] [INFO ] [sig       ] [652/1810] Completed EXP in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:36.790111] [INFO ] [sig       ] [653/1810] Forecasting EXPD...
[2025-10-13T23:55:36.790141] [INFO ] [sig       ] Generating forecast for: EXPD
[2025-10-13T23:55:36.790173] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXPD' from 'https://tdm.silogroup.org/data/derivative_storage/EXPD.csv'.
[2025-10-13T23:55:36.799021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXPD'.
[2025-10-13T23:55:36.799354] [INFO ] [FORECASTER] Starting predict_future for EXPD
[2025-10-13T23:55:36.823896] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:36.824613] [DEBUG] [LOCAL     ] No optimal features file found for EXPD: ./output/feature-sets/EXPD.txt
[2025-10-13T23:55:36.824692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:36.824736] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:36.824766] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:36.824822] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:36.842248] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:36.842811] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:36.842893] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:36.842928] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:36.876904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:36.877027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:36.877068] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:36.877121] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:36.880514] [DEBUG] [FORECASTER] EXPD: Forecast T+1@11:T+2@11: UP (p=55.86%)
[2025-10-13T23:55:36.880821] [INFO ] [FORECASTER] Completed predict_future for EXPD
[2025-10-13T23:55:36.880958] [INFO ] [sig       ] EXPD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:37.020934] [INFO ] [LOCAL     ] Saved forecast: EXPD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/EXPD.txt
[2025-10-13T23:55:37.021173] [INFO ] [sig       ] [653/1810] Completed EXPD in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.7m
[2025-10-13T23:55:37.021216] [INFO ] [sig       ] [654/1810] Forecasting EXR...
[2025-10-13T23:55:37.021249] [INFO ] [sig       ] Generating forecast for: EXR
[2025-10-13T23:55:37.021282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'EXR' from 'https://tdm.silogroup.org/data/derivative_storage/EXR.csv'.
[2025-10-13T23:55:37.030534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'EXR'.
[2025-10-13T23:55:37.030903] [INFO ] [FORECASTER] Starting predict_future for EXR
[2025-10-13T23:55:37.056032] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:37.056802] [DEBUG] [LOCAL     ] No optimal features file found for EXR: ./output/feature-sets/EXR.txt
[2025-10-13T23:55:37.056857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:37.056891] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:37.056919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:37.056977] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:37.074269] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:37.074833] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:37.074914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:37.074947] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:37.111432] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:37.111540] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:37.111579] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:37.111610] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:37.114895] [DEBUG] [FORECASTER] EXR: Forecast T+1@11:T+2@11: DOWN (p=46.43%)
[2025-10-13T23:55:37.115157] [INFO ] [FORECASTER] Completed predict_future for EXR
[2025-10-13T23:55:37.115286] [INFO ] [sig       ] EXR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:37.262457] [INFO ] [LOCAL     ] Saved forecast: EXR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/EXR.txt
[2025-10-13T23:55:37.262717] [INFO ] [sig       ] [654/1810] Completed EXR in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:37.262778] [INFO ] [sig       ] [655/1810] Forecasting F...
[2025-10-13T23:55:37.262811] [INFO ] [sig       ] Generating forecast for: F
[2025-10-13T23:55:37.262844] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'F' from 'https://tdm.silogroup.org/data/derivative_storage/F.csv'.
[2025-10-13T23:55:37.272322] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'F'.
[2025-10-13T23:55:37.272583] [INFO ] [FORECASTER] Starting predict_future for F
[2025-10-13T23:55:37.297552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:37.298274] [DEBUG] [LOCAL     ] No optimal features file found for F: ./output/feature-sets/F.txt
[2025-10-13T23:55:37.298332] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:37.298367] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:37.298397] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:37.298455] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:37.315997] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:37.316564] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:37.316669] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:37.316724] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:37.352318] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:37.352406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:37.352442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:37.352472] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:37.355611] [DEBUG] [FORECASTER] F: Forecast T+1@11:T+2@11: UP (p=71.87%)
[2025-10-13T23:55:37.355893] [INFO ] [FORECASTER] Completed predict_future for F
[2025-10-13T23:55:37.356047] [INFO ] [sig       ] F: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:37.495501] [INFO ] [LOCAL     ] Saved forecast: F	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/F.txt
[2025-10-13T23:55:37.495745] [INFO ] [sig       ] [655/1810] Completed F in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:37.495805] [INFO ] [sig       ] [656/1810] Forecasting FAF...
[2025-10-13T23:55:37.495838] [INFO ] [sig       ] Generating forecast for: FAF
[2025-10-13T23:55:37.495871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FAF' from 'https://tdm.silogroup.org/data/derivative_storage/FAF.csv'.
[2025-10-13T23:55:37.505868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FAF'.
[2025-10-13T23:55:37.506163] [INFO ] [FORECASTER] Starting predict_future for FAF
[2025-10-13T23:55:37.531137] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:37.531862] [DEBUG] [LOCAL     ] No optimal features file found for FAF: ./output/feature-sets/FAF.txt
[2025-10-13T23:55:37.531917] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:37.531952] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:37.531980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:37.532038] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:37.549275] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:37.549867] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:37.549947] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:37.549981] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:37.593330] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:37.593489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:37.593530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:37.593560] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:37.596931] [DEBUG] [FORECASTER] FAF: Forecast T+1@11:T+2@11: DOWN (p=43.28%)
[2025-10-13T23:55:37.597195] [INFO ] [FORECASTER] Completed predict_future for FAF
[2025-10-13T23:55:37.597331] [INFO ] [sig       ] FAF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:37.737798] [INFO ] [LOCAL     ] Saved forecast: FAF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FAF.txt
[2025-10-13T23:55:37.738031] [INFO ] [sig       ] [656/1810] Completed FAF in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:37.738073] [INFO ] [sig       ] [657/1810] Forecasting FBIN...
[2025-10-13T23:55:37.738104] [INFO ] [sig       ] Generating forecast for: FBIN
[2025-10-13T23:55:37.738135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBIN' from 'https://tdm.silogroup.org/data/derivative_storage/FBIN.csv'.
[2025-10-13T23:55:37.746492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBIN'.
[2025-10-13T23:55:37.746781] [INFO ] [FORECASTER] Starting predict_future for FBIN
[2025-10-13T23:55:37.771218] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:37.771976] [DEBUG] [LOCAL     ] No optimal features file found for FBIN: ./output/feature-sets/FBIN.txt
[2025-10-13T23:55:37.772029] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:37.772063] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:37.772138] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:37.772204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:37.789179] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:37.789743] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:37.789823] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:37.789858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:37.827514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:37.827626] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:37.827702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:37.827743] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:37.830993] [DEBUG] [FORECASTER] FBIN: Forecast T+1@11:T+2@11: DOWN (p=15.29%)
[2025-10-13T23:55:37.831247] [INFO ] [FORECASTER] Completed predict_future for FBIN
[2025-10-13T23:55:37.831376] [INFO ] [sig       ] FBIN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:37.977461] [INFO ] [LOCAL     ] Saved forecast: FBIN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FBIN.txt
[2025-10-13T23:55:37.977808] [INFO ] [sig       ] [657/1810] Completed FBIN in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:37.977869] [INFO ] [sig       ] [658/1810] Forecasting FBK...
[2025-10-13T23:55:37.977903] [INFO ] [sig       ] Generating forecast for: FBK
[2025-10-13T23:55:37.977936] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBK' from 'https://tdm.silogroup.org/data/derivative_storage/FBK.csv'.
[2025-10-13T23:55:37.987378] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBK'.
[2025-10-13T23:55:37.987696] [INFO ] [FORECASTER] Starting predict_future for FBK
[2025-10-13T23:55:38.013058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:38.013812] [DEBUG] [LOCAL     ] No optimal features file found for FBK: ./output/feature-sets/FBK.txt
[2025-10-13T23:55:38.013866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:38.013899] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:38.013926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:38.013984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:38.031513] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:38.032143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:38.032222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:38.032256] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:38.073110] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:38.073236] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:38.073289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:38.073321] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:38.076348] [DEBUG] [FORECASTER] FBK: Forecast T+1@11:T+2@11: UP (p=69.92%)
[2025-10-13T23:55:38.076617] [INFO ] [FORECASTER] Completed predict_future for FBK
[2025-10-13T23:55:38.076795] [INFO ] [sig       ] FBK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:38.217710] [INFO ] [LOCAL     ] Saved forecast: FBK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FBK.txt
[2025-10-13T23:55:38.217969] [INFO ] [sig       ] [658/1810] Completed FBK in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:38.218040] [INFO ] [sig       ] [659/1810] Forecasting FBP...
[2025-10-13T23:55:38.218075] [INFO ] [sig       ] Generating forecast for: FBP
[2025-10-13T23:55:38.218107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBP' from 'https://tdm.silogroup.org/data/derivative_storage/FBP.csv'.
[2025-10-13T23:55:38.228293] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBP'.
[2025-10-13T23:55:38.228582] [INFO ] [FORECASTER] Starting predict_future for FBP
[2025-10-13T23:55:38.253464] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:38.254186] [DEBUG] [LOCAL     ] No optimal features file found for FBP: ./output/feature-sets/FBP.txt
[2025-10-13T23:55:38.254243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:38.254276] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:38.254309] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:38.254397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:38.271363] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:38.271927] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:38.272006] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:38.272040] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:38.313023] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:38.313115] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:38.313152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:38.313180] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:38.316213] [DEBUG] [FORECASTER] FBP: Forecast T+1@11:T+2@11: DOWN (p=31.61%)
[2025-10-13T23:55:38.316465] [INFO ] [FORECASTER] Completed predict_future for FBP
[2025-10-13T23:55:38.316597] [INFO ] [sig       ] FBP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:38.455932] [INFO ] [LOCAL     ] Saved forecast: FBP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FBP.txt
[2025-10-13T23:55:38.456139] [INFO ] [sig       ] [659/1810] Completed FBP in 0.2s | 4.15 sym/s | Total: 2.6m | ETA: 4.6m
[2025-10-13T23:55:38.456180] [INFO ] [sig       ] [660/1810] Forecasting FBRT...
[2025-10-13T23:55:38.456212] [INFO ] [sig       ] Generating forecast for: FBRT
[2025-10-13T23:55:38.456244] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FBRT' from 'https://tdm.silogroup.org/data/derivative_storage/FBRT.csv'.
[2025-10-13T23:55:38.465344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FBRT'.
[2025-10-13T23:55:38.465607] [INFO ] [FORECASTER] Starting predict_future for FBRT
[2025-10-13T23:55:38.489843] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:38.490545] [DEBUG] [LOCAL     ] No optimal features file found for FBRT: ./output/feature-sets/FBRT.txt
[2025-10-13T23:55:38.490598] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:38.490631] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:38.490696] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:38.490766] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:38.508441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:38.509036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:38.509116] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:38.509151] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:38.549452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:38.549569] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:38.549606] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:38.549634] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:38.556471] [DEBUG] [FORECASTER] FBRT: Forecast T+1@11:T+2@11: UP (p=78.03%)
[2025-10-13T23:55:38.556765] [INFO ] [FORECASTER] Completed predict_future for FBRT
[2025-10-13T23:55:38.556904] [INFO ] [sig       ] FBRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:38.697327] [INFO ] [LOCAL     ] Saved forecast: FBRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FBRT.txt
[2025-10-13T23:55:38.697576] [INFO ] [sig       ] [660/1810] Completed FBRT in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:38.697665] [INFO ] [sig       ] [661/1810] Forecasting FC...
[2025-10-13T23:55:38.697722] [INFO ] [sig       ] Generating forecast for: FC
[2025-10-13T23:55:38.697759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FC' from 'https://tdm.silogroup.org/data/derivative_storage/FC.csv'.
[2025-10-13T23:55:38.706481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FC'.
[2025-10-13T23:55:38.706792] [INFO ] [FORECASTER] Starting predict_future for FC
[2025-10-13T23:55:38.733497] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:38.734609] [DEBUG] [LOCAL     ] No optimal features file found for FC: ./output/feature-sets/FC.txt
[2025-10-13T23:55:38.734693] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:38.734739] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:38.734769] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:38.734825] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:38.752494] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:38.753118] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:38.753199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:38.753234] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:38.793770] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:38.793863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:38.793901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:38.793932] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:38.797231] [DEBUG] [FORECASTER] FC: Forecast T+1@11:T+2@11: DOWN (p=9.11%)
[2025-10-13T23:55:38.797533] [INFO ] [FORECASTER] Completed predict_future for FC
[2025-10-13T23:55:38.797724] [INFO ] [sig       ] FC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:38.937992] [INFO ] [LOCAL     ] Saved forecast: FC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FC.txt
[2025-10-13T23:55:38.938225] [INFO ] [sig       ] [661/1810] Completed FC in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:38.938268] [INFO ] [sig       ] [662/1810] Forecasting FCF...
[2025-10-13T23:55:38.938299] [INFO ] [sig       ] Generating forecast for: FCF
[2025-10-13T23:55:38.938332] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCF' from 'https://tdm.silogroup.org/data/derivative_storage/FCF.csv'.
[2025-10-13T23:55:38.948225] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCF'.
[2025-10-13T23:55:38.948485] [INFO ] [FORECASTER] Starting predict_future for FCF
[2025-10-13T23:55:38.973379] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:38.974088] [DEBUG] [LOCAL     ] No optimal features file found for FCF: ./output/feature-sets/FCF.txt
[2025-10-13T23:55:38.974143] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:38.974176] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:38.974205] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:38.974262] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:38.991578] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:38.992151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:38.992230] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:38.992264] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:39.034195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:39.034330] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:39.034368] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:39.034399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:39.037721] [DEBUG] [FORECASTER] FCF: Forecast T+1@11:T+2@11: UP (p=97.22%)
[2025-10-13T23:55:39.037982] [INFO ] [FORECASTER] Completed predict_future for FCF
[2025-10-13T23:55:39.038121] [INFO ] [sig       ] FCF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:39.179155] [INFO ] [LOCAL     ] Saved forecast: FCF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FCF.txt
[2025-10-13T23:55:39.179384] [INFO ] [sig       ] [662/1810] Completed FCF in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:39.179425] [INFO ] [sig       ] [663/1810] Forecasting FCN...
[2025-10-13T23:55:39.179455] [INFO ] [sig       ] Generating forecast for: FCN
[2025-10-13T23:55:39.179488] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCN' from 'https://tdm.silogroup.org/data/derivative_storage/FCN.csv'.
[2025-10-13T23:55:39.188878] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCN'.
[2025-10-13T23:55:39.189162] [INFO ] [FORECASTER] Starting predict_future for FCN
[2025-10-13T23:55:39.214090] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:39.214932] [DEBUG] [LOCAL     ] No optimal features file found for FCN: ./output/feature-sets/FCN.txt
[2025-10-13T23:55:39.214988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:39.215028] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:39.215056] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:39.215111] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:39.233391] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:39.233981] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:39.234070] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:39.234104] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:39.273739] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:39.273836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:39.273874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:39.273903] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:39.277014] [DEBUG] [FORECASTER] FCN: Forecast T+1@11:T+2@11: UP (p=62.23%)
[2025-10-13T23:55:39.277271] [INFO ] [FORECASTER] Completed predict_future for FCN
[2025-10-13T23:55:39.277402] [INFO ] [sig       ] FCN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:39.416975] [INFO ] [LOCAL     ] Saved forecast: FCN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FCN.txt
[2025-10-13T23:55:39.417223] [INFO ] [sig       ] [663/1810] Completed FCN in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:39.417266] [INFO ] [sig       ] [664/1810] Forecasting FCPT...
[2025-10-13T23:55:39.417297] [INFO ] [sig       ] Generating forecast for: FCPT
[2025-10-13T23:55:39.417328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCPT' from 'https://tdm.silogroup.org/data/derivative_storage/FCPT.csv'.
[2025-10-13T23:55:39.425883] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCPT'.
[2025-10-13T23:55:39.426201] [INFO ] [FORECASTER] Starting predict_future for FCPT
[2025-10-13T23:55:39.450832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:39.451522] [DEBUG] [LOCAL     ] No optimal features file found for FCPT: ./output/feature-sets/FCPT.txt
[2025-10-13T23:55:39.451576] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:39.451609] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:39.451637] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:39.451739] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:39.468582] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:39.469140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:39.469222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:39.469256] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:39.510745] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:39.510887] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:39.510927] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:39.510958] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:39.514340] [DEBUG] [FORECASTER] FCPT: Forecast T+1@11:T+2@11: UP (p=63.98%)
[2025-10-13T23:55:39.514605] [INFO ] [FORECASTER] Completed predict_future for FCPT
[2025-10-13T23:55:39.514782] [INFO ] [sig       ] FCPT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:39.654911] [INFO ] [LOCAL     ] Saved forecast: FCPT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FCPT.txt
[2025-10-13T23:55:39.655126] [INFO ] [sig       ] [664/1810] Completed FCPT in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:39.655168] [INFO ] [sig       ] [665/1810] Forecasting FCT...
[2025-10-13T23:55:39.655198] [INFO ] [sig       ] Generating forecast for: FCT
[2025-10-13T23:55:39.655230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCT' from 'https://tdm.silogroup.org/data/derivative_storage/FCT.csv'.
[2025-10-13T23:55:39.664296] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCT'.
[2025-10-13T23:55:39.664634] [INFO ] [FORECASTER] Starting predict_future for FCT
[2025-10-13T23:55:39.689528] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:39.690289] [DEBUG] [LOCAL     ] No optimal features file found for FCT: ./output/feature-sets/FCT.txt
[2025-10-13T23:55:39.690345] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:39.690380] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:39.690409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:39.690467] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:39.707878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:39.708420] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:39.708498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:39.708531] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:39.748333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:39.748427] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:39.748464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:39.748495] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:39.751632] [DEBUG] [FORECASTER] FCT: Forecast T+1@11:T+2@11: UP (p=81.08%)
[2025-10-13T23:55:39.751917] [INFO ] [FORECASTER] Completed predict_future for FCT
[2025-10-13T23:55:39.752056] [INFO ] [sig       ] FCT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:39.891762] [INFO ] [LOCAL     ] Saved forecast: FCT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FCT.txt
[2025-10-13T23:55:39.891996] [INFO ] [sig       ] [665/1810] Completed FCT in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:39.892038] [INFO ] [sig       ] [666/1810] Forecasting FCX...
[2025-10-13T23:55:39.892079] [INFO ] [sig       ] Generating forecast for: FCX
[2025-10-13T23:55:39.892113] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FCX' from 'https://tdm.silogroup.org/data/derivative_storage/FCX.csv'.
[2025-10-13T23:55:39.901030] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FCX'.
[2025-10-13T23:55:39.901324] [INFO ] [FORECASTER] Starting predict_future for FCX
[2025-10-13T23:55:39.926408] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:39.927138] [DEBUG] [LOCAL     ] No optimal features file found for FCX: ./output/feature-sets/FCX.txt
[2025-10-13T23:55:39.927193] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:39.927227] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:39.927256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:39.927313] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:39.944186] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:39.944845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:39.944926] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:39.944959] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:39.986630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:39.986773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:39.986814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:39.986842] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:39.990067] [DEBUG] [FORECASTER] FCX: Forecast T+1@11:T+2@11: DOWN (p=17.49%)
[2025-10-13T23:55:39.990326] [INFO ] [FORECASTER] Completed predict_future for FCX
[2025-10-13T23:55:39.990458] [INFO ] [sig       ] FCX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:40.130567] [INFO ] [LOCAL     ] Saved forecast: FCX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FCX.txt
[2025-10-13T23:55:40.130837] [INFO ] [sig       ] [666/1810] Completed FCX in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:40.130898] [INFO ] [sig       ] [667/1810] Forecasting FDP...
[2025-10-13T23:55:40.130930] [INFO ] [sig       ] Generating forecast for: FDP
[2025-10-13T23:55:40.130963] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDP' from 'https://tdm.silogroup.org/data/derivative_storage/FDP.csv'.
[2025-10-13T23:55:40.139524] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDP'.
[2025-10-13T23:55:40.139831] [INFO ] [FORECASTER] Starting predict_future for FDP
[2025-10-13T23:55:40.164054] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:40.164829] [DEBUG] [LOCAL     ] No optimal features file found for FDP: ./output/feature-sets/FDP.txt
[2025-10-13T23:55:40.164883] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:40.164917] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:40.164944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:40.164999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:40.182033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:40.182578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:40.182678] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:40.182732] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:40.219572] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:40.219747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:40.219800] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:40.219831] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:40.223281] [DEBUG] [FORECASTER] FDP: Forecast T+1@11:T+2@11: UP (p=96.81%)
[2025-10-13T23:55:40.223577] [INFO ] [FORECASTER] Completed predict_future for FDP
[2025-10-13T23:55:40.223750] [INFO ] [sig       ] FDP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:40.433341] [INFO ] [LOCAL     ] Saved forecast: FDP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FDP.txt
[2025-10-13T23:55:40.433547] [INFO ] [sig       ] [667/1810] Completed FDP in 0.3s | 4.14 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:40.433589] [INFO ] [sig       ] [668/1810] Forecasting FDS...
[2025-10-13T23:55:40.433620] [INFO ] [sig       ] Generating forecast for: FDS
[2025-10-13T23:55:40.433681] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDS' from 'https://tdm.silogroup.org/data/derivative_storage/FDS.csv'.
[2025-10-13T23:55:40.442636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDS'.
[2025-10-13T23:55:40.443007] [INFO ] [FORECASTER] Starting predict_future for FDS
[2025-10-13T23:55:40.467391] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:40.468184] [DEBUG] [LOCAL     ] No optimal features file found for FDS: ./output/feature-sets/FDS.txt
[2025-10-13T23:55:40.468238] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:40.468271] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:40.468300] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:40.468356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:40.485311] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:40.485896] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:40.485976] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:40.486009] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:40.525377] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:40.525493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:40.525533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:40.525565] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:40.528888] [DEBUG] [FORECASTER] FDS: Forecast T+1@11:T+2@11: DOWN (p=0.58%)
[2025-10-13T23:55:40.529155] [INFO ] [FORECASTER] Completed predict_future for FDS
[2025-10-13T23:55:40.529315] [INFO ] [sig       ] FDS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:40.668796] [INFO ] [LOCAL     ] Saved forecast: FDS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FDS.txt
[2025-10-13T23:55:40.669025] [INFO ] [sig       ] [668/1810] Completed FDS in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:40.669069] [INFO ] [sig       ] [669/1810] Forecasting FDX...
[2025-10-13T23:55:40.669103] [INFO ] [sig       ] Generating forecast for: FDX
[2025-10-13T23:55:40.669137] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FDX' from 'https://tdm.silogroup.org/data/derivative_storage/FDX.csv'.
[2025-10-13T23:55:40.677791] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FDX'.
[2025-10-13T23:55:40.678098] [INFO ] [FORECASTER] Starting predict_future for FDX
[2025-10-13T23:55:40.702590] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:40.703294] [DEBUG] [LOCAL     ] No optimal features file found for FDX: ./output/feature-sets/FDX.txt
[2025-10-13T23:55:40.703349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:40.703383] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:40.703412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:40.703469] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:40.721037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:40.721583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:40.721707] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:40.721758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:40.757934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:40.758053] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:40.758091] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:40.758122] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:40.761337] [DEBUG] [FORECASTER] FDX: Forecast T+1@11:T+2@11: UP (p=93.23%)
[2025-10-13T23:55:40.761598] [INFO ] [FORECASTER] Completed predict_future for FDX
[2025-10-13T23:55:40.761765] [INFO ] [sig       ] FDX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:40.901818] [INFO ] [LOCAL     ] Saved forecast: FDX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FDX.txt
[2025-10-13T23:55:40.902024] [INFO ] [sig       ] [669/1810] Completed FDX in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:40.902066] [INFO ] [sig       ] [670/1810] Forecasting FE...
[2025-10-13T23:55:40.902101] [INFO ] [sig       ] Generating forecast for: FE
[2025-10-13T23:55:40.902134] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FE' from 'https://tdm.silogroup.org/data/derivative_storage/FE.csv'.
[2025-10-13T23:55:40.911021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FE'.
[2025-10-13T23:55:40.911313] [INFO ] [FORECASTER] Starting predict_future for FE
[2025-10-13T23:55:40.936159] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:40.936890] [DEBUG] [LOCAL     ] No optimal features file found for FE: ./output/feature-sets/FE.txt
[2025-10-13T23:55:40.936946] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:40.937029] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:40.937071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:40.937132] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:40.954133] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:40.954698] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:40.954780] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:40.954813] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:40.989283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:40.989376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:40.989412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:40.989440] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:40.992534] [DEBUG] [FORECASTER] FE: Forecast T+1@11:T+2@11: DOWN (p=3.80%)
[2025-10-13T23:55:40.994331] [INFO ] [FORECASTER] Completed predict_future for FE
[2025-10-13T23:55:40.994472] [INFO ] [sig       ] FE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:41.142352] [INFO ] [LOCAL     ] Saved forecast: FE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FE.txt
[2025-10-13T23:55:41.142568] [INFO ] [sig       ] [670/1810] Completed FE in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:41.142610] [INFO ] [sig       ] [671/1810] Forecasting FERG...
[2025-10-13T23:55:41.142661] [INFO ] [sig       ] Generating forecast for: FERG
[2025-10-13T23:55:41.142721] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FERG' from 'https://tdm.silogroup.org/data/derivative_storage/FERG.csv'.
[2025-10-13T23:55:41.152274] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FERG'.
[2025-10-13T23:55:41.152552] [INFO ] [FORECASTER] Starting predict_future for FERG
[2025-10-13T23:55:41.177235] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:41.177964] [DEBUG] [LOCAL     ] No optimal features file found for FERG: ./output/feature-sets/FERG.txt
[2025-10-13T23:55:41.178036] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:41.178074] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:41.178103] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:41.178159] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:41.195055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:41.195639] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:41.195742] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:41.195777] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:41.229102] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:41.229188] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:41.229224] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:41.229252] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:41.232313] [DEBUG] [FORECASTER] FERG: Forecast T+1@11:T+2@11: DOWN (p=29.60%)
[2025-10-13T23:55:41.232563] [INFO ] [FORECASTER] Completed predict_future for FERG
[2025-10-13T23:55:41.232717] [INFO ] [sig       ] FERG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:41.371755] [INFO ] [LOCAL     ] Saved forecast: FERG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FERG.txt
[2025-10-13T23:55:41.371948] [INFO ] [sig       ] [671/1810] Completed FERG in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:41.371990] [INFO ] [sig       ] [672/1810] Forecasting FET...
[2025-10-13T23:55:41.372021] [INFO ] [sig       ] Generating forecast for: FET
[2025-10-13T23:55:41.372053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FET' from 'https://tdm.silogroup.org/data/derivative_storage/FET.csv'.
[2025-10-13T23:55:41.380754] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FET'.
[2025-10-13T23:55:41.381025] [INFO ] [FORECASTER] Starting predict_future for FET
[2025-10-13T23:55:41.406147] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:41.406856] [DEBUG] [LOCAL     ] No optimal features file found for FET: ./output/feature-sets/FET.txt
[2025-10-13T23:55:41.406912] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:41.406945] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:41.406973] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:41.407030] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:41.424188] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:41.424757] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:41.424838] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:41.424872] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:41.459509] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:41.459592] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:41.459628] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:41.459696] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:41.462756] [DEBUG] [FORECASTER] FET: Forecast T+1@11:T+2@11: DOWN (p=8.76%)
[2025-10-13T23:55:41.463007] [INFO ] [FORECASTER] Completed predict_future for FET
[2025-10-13T23:55:41.463141] [INFO ] [sig       ] FET: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:41.601860] [INFO ] [LOCAL     ] Saved forecast: FET	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FET.txt
[2025-10-13T23:55:41.602081] [INFO ] [sig       ] [672/1810] Completed FET in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:41.602127] [INFO ] [sig       ] [673/1810] Forecasting FF...
[2025-10-13T23:55:41.602158] [INFO ] [sig       ] Generating forecast for: FF
[2025-10-13T23:55:41.602200] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FF' from 'https://tdm.silogroup.org/data/derivative_storage/FF.csv'.
[2025-10-13T23:55:41.611424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FF'.
[2025-10-13T23:55:41.611721] [INFO ] [FORECASTER] Starting predict_future for FF
[2025-10-13T23:55:41.636242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:41.636956] [DEBUG] [LOCAL     ] No optimal features file found for FF: ./output/feature-sets/FF.txt
[2025-10-13T23:55:41.637011] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:41.637045] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:41.637073] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:41.637131] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:41.655744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:41.656440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:41.656525] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:41.656560] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:41.690461] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:41.690551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:41.690589] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:41.690619] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:41.693670] [DEBUG] [FORECASTER] FF: Forecast T+1@11:T+2@11: UP (p=61.77%)
[2025-10-13T23:55:41.693931] [INFO ] [FORECASTER] Completed predict_future for FF
[2025-10-13T23:55:41.694057] [INFO ] [sig       ] FF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:41.836555] [INFO ] [LOCAL     ] Saved forecast: FF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FF.txt
[2025-10-13T23:55:41.836861] [INFO ] [sig       ] [673/1810] Completed FF in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:41.836925] [INFO ] [sig       ] [674/1810] Forecasting FFA...
[2025-10-13T23:55:41.836960] [INFO ] [sig       ] Generating forecast for: FFA
[2025-10-13T23:55:41.836996] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFA' from 'https://tdm.silogroup.org/data/derivative_storage/FFA.csv'.
[2025-10-13T23:55:41.846393] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFA'.
[2025-10-13T23:55:41.846687] [INFO ] [FORECASTER] Starting predict_future for FFA
[2025-10-13T23:55:41.872484] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:41.873222] [DEBUG] [LOCAL     ] No optimal features file found for FFA: ./output/feature-sets/FFA.txt
[2025-10-13T23:55:41.873280] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:41.873316] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:41.873344] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:41.873402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:41.891128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:41.891721] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:41.891806] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:41.891840] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:41.926660] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:41.926747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:41.926783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:41.926811] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:41.930003] [DEBUG] [FORECASTER] FFA: Forecast T+1@11:T+2@11: UP (p=60.64%)
[2025-10-13T23:55:41.930285] [INFO ] [FORECASTER] Completed predict_future for FFA
[2025-10-13T23:55:41.930448] [INFO ] [sig       ] FFA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:42.074154] [INFO ] [LOCAL     ] Saved forecast: FFA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FFA.txt
[2025-10-13T23:55:42.074367] [INFO ] [sig       ] [674/1810] Completed FFA in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:42.074409] [INFO ] [sig       ] [675/1810] Forecasting FFC...
[2025-10-13T23:55:42.074440] [INFO ] [sig       ] Generating forecast for: FFC
[2025-10-13T23:55:42.074472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFC' from 'https://tdm.silogroup.org/data/derivative_storage/FFC.csv'.
[2025-10-13T23:55:42.084116] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFC'.
[2025-10-13T23:55:42.084397] [INFO ] [FORECASTER] Starting predict_future for FFC
[2025-10-13T23:55:42.110025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:42.110734] [DEBUG] [LOCAL     ] No optimal features file found for FFC: ./output/feature-sets/FFC.txt
[2025-10-13T23:55:42.110790] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:42.110824] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:42.110852] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:42.110909] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:42.128397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:42.129026] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:42.129124] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:42.129168] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:42.164369] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:42.164518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:42.164559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:42.164590] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:42.168121] [DEBUG] [FORECASTER] FFC: Forecast T+1@11:T+2@11: UP (p=58.03%)
[2025-10-13T23:55:42.168405] [INFO ] [FORECASTER] Completed predict_future for FFC
[2025-10-13T23:55:42.168543] [INFO ] [sig       ] FFC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:42.310597] [INFO ] [LOCAL     ] Saved forecast: FFC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FFC.txt
[2025-10-13T23:55:42.310818] [INFO ] [sig       ] [675/1810] Completed FFC in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:42.310871] [INFO ] [sig       ] [676/1810] Forecasting FFWM...
[2025-10-13T23:55:42.310904] [INFO ] [sig       ] Generating forecast for: FFWM
[2025-10-13T23:55:42.310935] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FFWM' from 'https://tdm.silogroup.org/data/derivative_storage/FFWM.csv'.
[2025-10-13T23:55:42.319564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FFWM'.
[2025-10-13T23:55:42.319849] [INFO ] [FORECASTER] Starting predict_future for FFWM
[2025-10-13T23:55:42.344483] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:42.345223] [DEBUG] [LOCAL     ] No optimal features file found for FFWM: ./output/feature-sets/FFWM.txt
[2025-10-13T23:55:42.345278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:42.345311] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:42.345338] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:42.345394] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:42.362337] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:42.362887] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:42.362964] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:42.363013] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:42.399251] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:42.399336] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:42.399371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:42.399399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:42.402508] [DEBUG] [FORECASTER] FFWM: Forecast T+1@11:T+2@11: UP (p=92.66%)
[2025-10-13T23:55:42.402806] [INFO ] [FORECASTER] Completed predict_future for FFWM
[2025-10-13T23:55:42.402969] [INFO ] [sig       ] FFWM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:42.544153] [INFO ] [LOCAL     ] Saved forecast: FFWM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FFWM.txt
[2025-10-13T23:55:42.544356] [INFO ] [sig       ] [676/1810] Completed FFWM in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:42.544399] [INFO ] [sig       ] [677/1810] Forecasting FG...
[2025-10-13T23:55:42.544431] [INFO ] [sig       ] Generating forecast for: FG
[2025-10-13T23:55:42.544463] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FG' from 'https://tdm.silogroup.org/data/derivative_storage/FG.csv'.
[2025-10-13T23:55:42.553328] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FG'.
[2025-10-13T23:55:42.553592] [INFO ] [FORECASTER] Starting predict_future for FG
[2025-10-13T23:55:42.578362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:42.579097] [DEBUG] [LOCAL     ] No optimal features file found for FG: ./output/feature-sets/FG.txt
[2025-10-13T23:55:42.579163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:42.579199] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:42.579227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:42.579283] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:42.596397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:42.596958] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:42.597044] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:42.597077] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:42.631413] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:42.631492] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:42.631528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:42.631559] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:42.634582] [DEBUG] [FORECASTER] FG: Forecast T+1@11:T+2@11: DOWN (p=8.90%)
[2025-10-13T23:55:42.634857] [INFO ] [FORECASTER] Completed predict_future for FG
[2025-10-13T23:55:42.634991] [INFO ] [sig       ] FG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:42.774719] [INFO ] [LOCAL     ] Saved forecast: FG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FG.txt
[2025-10-13T23:55:42.774920] [INFO ] [sig       ] [677/1810] Completed FG in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.6m
[2025-10-13T23:55:42.774961] [INFO ] [sig       ] [678/1810] Forecasting FGN...
[2025-10-13T23:55:42.774992] [INFO ] [sig       ] Generating forecast for: FGN
[2025-10-13T23:55:42.775023] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FGN' from 'https://tdm.silogroup.org/data/derivative_storage/FGN.csv'.
[2025-10-13T23:55:42.783904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FGN'.
[2025-10-13T23:55:42.784166] [INFO ] [FORECASTER] Starting predict_future for FGN
[2025-10-13T23:55:42.808813] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:42.809515] [DEBUG] [LOCAL     ] No optimal features file found for FGN: ./output/feature-sets/FGN.txt
[2025-10-13T23:55:42.809570] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:42.809619] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:42.809677] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:42.809755] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:42.827063] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:42.827624] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:42.827728] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:42.827769] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:42.864426] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:42.864502] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:42.864539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:42.864567] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:42.867599] [DEBUG] [FORECASTER] FGN: Forecast T+1@11:T+2@11: DOWN (p=2.27%)
[2025-10-13T23:55:42.867874] [INFO ] [FORECASTER] Completed predict_future for FGN
[2025-10-13T23:55:42.868010] [INFO ] [sig       ] FGN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:43.009323] [INFO ] [LOCAL     ] Saved forecast: FGN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FGN.txt
[2025-10-13T23:55:43.009555] [INFO ] [sig       ] [678/1810] Completed FGN in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:43.009597] [INFO ] [sig       ] [679/1810] Forecasting FHI...
[2025-10-13T23:55:43.009627] [INFO ] [sig       ] Generating forecast for: FHI
[2025-10-13T23:55:43.009697] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FHI' from 'https://tdm.silogroup.org/data/derivative_storage/FHI.csv'.
[2025-10-13T23:55:43.019173] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FHI'.
[2025-10-13T23:55:43.019434] [INFO ] [FORECASTER] Starting predict_future for FHI
[2025-10-13T23:55:43.044268] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:43.044974] [DEBUG] [LOCAL     ] No optimal features file found for FHI: ./output/feature-sets/FHI.txt
[2025-10-13T23:55:43.045029] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:43.045070] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:43.045105] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:43.045176] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:43.062758] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:43.063379] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:43.063458] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:43.063490] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:43.099506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:43.099675] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:43.099733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:43.099766] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:43.103041] [DEBUG] [FORECASTER] FHI: Forecast T+1@11:T+2@11: UP (p=90.05%)
[2025-10-13T23:55:43.103303] [INFO ] [FORECASTER] Completed predict_future for FHI
[2025-10-13T23:55:43.103442] [INFO ] [sig       ] FHI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:43.244711] [INFO ] [LOCAL     ] Saved forecast: FHI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FHI.txt
[2025-10-13T23:55:43.244926] [INFO ] [sig       ] [679/1810] Completed FHI in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:43.244968] [INFO ] [sig       ] [680/1810] Forecasting FHN...
[2025-10-13T23:55:43.244998] [INFO ] [sig       ] Generating forecast for: FHN
[2025-10-13T23:55:43.245029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FHN' from 'https://tdm.silogroup.org/data/derivative_storage/FHN.csv'.
[2025-10-13T23:55:43.253964] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FHN'.
[2025-10-13T23:55:43.254259] [INFO ] [FORECASTER] Starting predict_future for FHN
[2025-10-13T23:55:43.278840] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:43.279555] [DEBUG] [LOCAL     ] No optimal features file found for FHN: ./output/feature-sets/FHN.txt
[2025-10-13T23:55:43.279609] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:43.279663] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:43.279717] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:43.279778] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:43.296878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:43.297394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:43.297472] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:43.297546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:43.334144] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:43.334224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:43.334260] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:43.334289] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:43.337314] [DEBUG] [FORECASTER] FHN: Forecast T+1@11:T+2@11: UP (p=61.17%)
[2025-10-13T23:55:43.337599] [INFO ] [FORECASTER] Completed predict_future for FHN
[2025-10-13T23:55:43.337763] [INFO ] [sig       ] FHN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:43.477734] [INFO ] [LOCAL     ] Saved forecast: FHN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FHN.txt
[2025-10-13T23:55:43.477923] [INFO ] [sig       ] [680/1810] Completed FHN in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:43.477965] [INFO ] [sig       ] [681/1810] Forecasting FI...
[2025-10-13T23:55:43.477996] [INFO ] [sig       ] Generating forecast for: FI
[2025-10-13T23:55:43.478028] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FI' from 'https://tdm.silogroup.org/data/derivative_storage/FI.csv'.
[2025-10-13T23:55:43.487177] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FI'.
[2025-10-13T23:55:43.487438] [INFO ] [FORECASTER] Starting predict_future for FI
[2025-10-13T23:55:43.512261] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:43.512955] [DEBUG] [LOCAL     ] No optimal features file found for FI: ./output/feature-sets/FI.txt
[2025-10-13T23:55:43.513009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:43.513043] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:43.513071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:43.513127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:43.530346] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:43.530920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:43.530999] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:43.531034] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:43.571734] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:43.571840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:43.571878] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:43.571907] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:43.575029] [DEBUG] [FORECASTER] FI: Forecast T+1@11:T+2@11: DOWN (p=42.05%)
[2025-10-13T23:55:43.575279] [INFO ] [FORECASTER] Completed predict_future for FI
[2025-10-13T23:55:43.575416] [INFO ] [sig       ] FI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:43.716805] [INFO ] [LOCAL     ] Saved forecast: FI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FI.txt
[2025-10-13T23:55:43.717011] [INFO ] [sig       ] [681/1810] Completed FI in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:43.717052] [INFO ] [sig       ] [682/1810] Forecasting FICO...
[2025-10-13T23:55:43.717084] [INFO ] [sig       ] Generating forecast for: FICO
[2025-10-13T23:55:43.717116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FICO' from 'https://tdm.silogroup.org/data/derivative_storage/FICO.csv'.
[2025-10-13T23:55:43.726723] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FICO'.
[2025-10-13T23:55:43.727046] [INFO ] [FORECASTER] Starting predict_future for FICO
[2025-10-13T23:55:43.751721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:43.752415] [DEBUG] [LOCAL     ] No optimal features file found for FICO: ./output/feature-sets/FICO.txt
[2025-10-13T23:55:43.752469] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:43.752501] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:43.752530] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:43.752587] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:43.769770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:43.770400] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:43.770479] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:43.770513] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:43.812482] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:43.812680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:43.812743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:43.812776] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:43.816215] [DEBUG] [FORECASTER] FICO: Forecast T+1@11:T+2@11: UP (p=91.97%)
[2025-10-13T23:55:43.816490] [INFO ] [FORECASTER] Completed predict_future for FICO
[2025-10-13T23:55:43.816630] [INFO ] [sig       ] FICO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:43.957260] [INFO ] [LOCAL     ] Saved forecast: FICO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FICO.txt
[2025-10-13T23:55:43.957465] [INFO ] [sig       ] [682/1810] Completed FICO in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:43.957532] [INFO ] [sig       ] [683/1810] Forecasting FIGS...
[2025-10-13T23:55:43.957578] [INFO ] [sig       ] Generating forecast for: FIGS
[2025-10-13T23:55:43.957611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIGS' from 'https://tdm.silogroup.org/data/derivative_storage/FIGS.csv'.
[2025-10-13T23:55:43.967530] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIGS'.
[2025-10-13T23:55:43.967917] [INFO ] [FORECASTER] Starting predict_future for FIGS
[2025-10-13T23:55:43.992580] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:43.993349] [DEBUG] [LOCAL     ] No optimal features file found for FIGS: ./output/feature-sets/FIGS.txt
[2025-10-13T23:55:43.993409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:43.993492] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:43.993532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:43.993591] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:44.010625] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:44.011212] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:44.011297] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:44.011331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:44.052489] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:44.052607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:44.052670] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:44.052723] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:44.055874] [DEBUG] [FORECASTER] FIGS: Forecast T+1@11:T+2@11: DOWN (p=10.96%)
[2025-10-13T23:55:44.056132] [INFO ] [FORECASTER] Completed predict_future for FIGS
[2025-10-13T23:55:44.056265] [INFO ] [sig       ] FIGS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:44.195080] [INFO ] [LOCAL     ] Saved forecast: FIGS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FIGS.txt
[2025-10-13T23:55:44.195311] [INFO ] [sig       ] [683/1810] Completed FIGS in 0.2s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:44.195353] [INFO ] [sig       ] [684/1810] Forecasting FIHL...
[2025-10-13T23:55:44.195384] [INFO ] [sig       ] Generating forecast for: FIHL
[2025-10-13T23:55:44.195416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIHL' from 'https://tdm.silogroup.org/data/derivative_storage/FIHL.csv'.
[2025-10-13T23:55:44.205393] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIHL'.
[2025-10-13T23:55:44.205799] [INFO ] [FORECASTER] Starting predict_future for FIHL
[2025-10-13T23:55:44.231423] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:44.232226] [DEBUG] [LOCAL     ] No optimal features file found for FIHL: ./output/feature-sets/FIHL.txt
[2025-10-13T23:55:44.232285] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:44.232320] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:44.232351] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:44.232409] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:44.250470] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:44.251246] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:44.251334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:44.251369] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:44.296130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:44.296322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:44.296368] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:44.296400] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:44.300627] [DEBUG] [FORECASTER] FIHL: Forecast T+1@11:T+2@11: DOWN (p=36.56%)
[2025-10-13T23:55:44.300946] [INFO ] [FORECASTER] Completed predict_future for FIHL
[2025-10-13T23:55:44.301109] [INFO ] [sig       ] FIHL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:44.446736] [INFO ] [LOCAL     ] Saved forecast: FIHL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FIHL.txt
[2025-10-13T23:55:44.446986] [INFO ] [sig       ] [684/1810] Completed FIHL in 0.3s | 4.15 sym/s | Total: 2.7m | ETA: 4.5m
[2025-10-13T23:55:44.447029] [INFO ] [sig       ] [685/1810] Forecasting FINS...
[2025-10-13T23:55:44.447061] [INFO ] [sig       ] Generating forecast for: FINS
[2025-10-13T23:55:44.447094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FINS' from 'https://tdm.silogroup.org/data/derivative_storage/FINS.csv'.
[2025-10-13T23:55:44.457236] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FINS'.
[2025-10-13T23:55:44.457793] [INFO ] [FORECASTER] Starting predict_future for FINS
[2025-10-13T23:55:44.485721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:44.486537] [DEBUG] [LOCAL     ] No optimal features file found for FINS: ./output/feature-sets/FINS.txt
[2025-10-13T23:55:44.486595] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:44.486679] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:44.486732] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:44.486795] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:44.505117] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:44.505936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:44.506024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:44.506061] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:44.542751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:44.542921] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:44.542966] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:44.542998] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:44.546628] [DEBUG] [FORECASTER] FINS: Forecast T+1@11:T+2@11: UP (p=97.80%)
[2025-10-13T23:55:44.546928] [INFO ] [FORECASTER] Completed predict_future for FINS
[2025-10-13T23:55:44.547065] [INFO ] [sig       ] FINS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:44.688546] [INFO ] [LOCAL     ] Saved forecast: FINS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FINS.txt
[2025-10-13T23:55:44.688800] [INFO ] [sig       ] [685/1810] Completed FINS in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:44.688862] [INFO ] [sig       ] [686/1810] Forecasting FINV...
[2025-10-13T23:55:44.688896] [INFO ] [sig       ] Generating forecast for: FINV
[2025-10-13T23:55:44.688928] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FINV' from 'https://tdm.silogroup.org/data/derivative_storage/FINV.csv'.
[2025-10-13T23:55:44.697830] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FINV'.
[2025-10-13T23:55:44.698120] [INFO ] [FORECASTER] Starting predict_future for FINV
[2025-10-13T23:55:44.723240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:44.724077] [DEBUG] [LOCAL     ] No optimal features file found for FINV: ./output/feature-sets/FINV.txt
[2025-10-13T23:55:44.724147] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:44.724190] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:44.724228] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:44.724288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:44.741848] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:44.742426] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:44.742509] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:44.742544] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:44.778631] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:44.778826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:44.778871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:44.778901] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:44.782403] [DEBUG] [FORECASTER] FINV: Forecast T+1@11:T+2@11: UP (p=95.18%)
[2025-10-13T23:55:44.782704] [INFO ] [FORECASTER] Completed predict_future for FINV
[2025-10-13T23:55:44.782847] [INFO ] [sig       ] FINV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:44.925079] [INFO ] [LOCAL     ] Saved forecast: FINV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FINV.txt
[2025-10-13T23:55:44.925332] [INFO ] [sig       ] [686/1810] Completed FINV in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:44.925376] [INFO ] [sig       ] [687/1810] Forecasting FIS...
[2025-10-13T23:55:44.925409] [INFO ] [sig       ] Generating forecast for: FIS
[2025-10-13T23:55:44.925442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIS' from 'https://tdm.silogroup.org/data/derivative_storage/FIS.csv'.
[2025-10-13T23:55:44.934404] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIS'.
[2025-10-13T23:55:44.934742] [INFO ] [FORECASTER] Starting predict_future for FIS
[2025-10-13T23:55:44.961159] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:44.961942] [DEBUG] [LOCAL     ] No optimal features file found for FIS: ./output/feature-sets/FIS.txt
[2025-10-13T23:55:44.961999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:44.962035] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:44.962064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:44.962123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:44.980314] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:44.981044] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:44.981137] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:44.981180] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:45.019296] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:45.019515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:45.019594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:45.019678] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:45.023836] [DEBUG] [FORECASTER] FIS: Forecast T+1@11:T+2@11: DOWN (p=0.68%)
[2025-10-13T23:55:45.024126] [INFO ] [FORECASTER] Completed predict_future for FIS
[2025-10-13T23:55:45.024310] [INFO ] [sig       ] FIS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:45.179636] [INFO ] [LOCAL     ] Saved forecast: FIS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FIS.txt
[2025-10-13T23:55:45.179905] [INFO ] [sig       ] [687/1810] Completed FIS in 0.3s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:45.179950] [INFO ] [sig       ] [688/1810] Forecasting FIX...
[2025-10-13T23:55:45.179982] [INFO ] [sig       ] Generating forecast for: FIX
[2025-10-13T23:55:45.180014] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FIX' from 'https://tdm.silogroup.org/data/derivative_storage/FIX.csv'.
[2025-10-13T23:55:45.190042] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FIX'.
[2025-10-13T23:55:45.190484] [INFO ] [FORECASTER] Starting predict_future for FIX
[2025-10-13T23:55:45.215861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:45.216612] [DEBUG] [LOCAL     ] No optimal features file found for FIX: ./output/feature-sets/FIX.txt
[2025-10-13T23:55:45.216692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:45.216738] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:45.216768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:45.216824] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:45.239464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:45.240269] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:45.240358] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:45.240422] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:45.278290] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:45.278444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:45.278484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:45.278514] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:45.281928] [DEBUG] [FORECASTER] FIX: Forecast T+1@11:T+2@11: UP (p=77.58%)
[2025-10-13T23:55:45.282225] [INFO ] [FORECASTER] Completed predict_future for FIX
[2025-10-13T23:55:45.282376] [INFO ] [sig       ] FIX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:45.427094] [INFO ] [LOCAL     ] Saved forecast: FIX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FIX.txt
[2025-10-13T23:55:45.427332] [INFO ] [sig       ] [688/1810] Completed FIX in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:45.427375] [INFO ] [sig       ] [689/1810] Forecasting FLC...
[2025-10-13T23:55:45.427405] [INFO ] [sig       ] Generating forecast for: FLC
[2025-10-13T23:55:45.427438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLC' from 'https://tdm.silogroup.org/data/derivative_storage/FLC.csv'.
[2025-10-13T23:55:45.436431] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLC'.
[2025-10-13T23:55:45.436737] [INFO ] [FORECASTER] Starting predict_future for FLC
[2025-10-13T23:55:45.461927] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:45.462690] [DEBUG] [LOCAL     ] No optimal features file found for FLC: ./output/feature-sets/FLC.txt
[2025-10-13T23:55:45.462750] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:45.462785] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:45.462815] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:45.462872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:45.480993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:45.481565] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:45.481666] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:45.481723] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:45.517631] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:45.517762] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:45.517804] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:45.517835] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:45.521212] [DEBUG] [FORECASTER] FLC: Forecast T+1@11:T+2@11: DOWN (p=41.99%)
[2025-10-13T23:55:45.521478] [INFO ] [FORECASTER] Completed predict_future for FLC
[2025-10-13T23:55:45.522015] [INFO ] [sig       ] FLC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:45.668426] [INFO ] [LOCAL     ] Saved forecast: FLC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FLC.txt
[2025-10-13T23:55:45.668666] [INFO ] [sig       ] [689/1810] Completed FLC in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:45.668727] [INFO ] [sig       ] [690/1810] Forecasting FLG...
[2025-10-13T23:55:45.668761] [INFO ] [sig       ] Generating forecast for: FLG
[2025-10-13T23:55:45.668793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLG' from 'https://tdm.silogroup.org/data/derivative_storage/FLG.csv'.
[2025-10-13T23:55:45.678759] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLG'.
[2025-10-13T23:55:45.679141] [INFO ] [FORECASTER] Starting predict_future for FLG
[2025-10-13T23:55:45.708815] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:45.709820] [DEBUG] [LOCAL     ] No optimal features file found for FLG: ./output/feature-sets/FLG.txt
[2025-10-13T23:55:45.709878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:45.709915] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:45.709944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:45.710002] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:45.730161] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:45.730784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:45.730874] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:45.730909] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:45.763776] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:45.763903] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:45.763945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:45.763976] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:45.767184] [DEBUG] [FORECASTER] FLG: Forecast T+1@11:T+2@11: UP (p=95.83%)
[2025-10-13T23:55:45.767450] [INFO ] [FORECASTER] Completed predict_future for FLG
[2025-10-13T23:55:45.767619] [INFO ] [sig       ] FLG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:45.919737] [INFO ] [LOCAL     ] Saved forecast: FLG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FLG.txt
[2025-10-13T23:55:45.919970] [INFO ] [sig       ] [690/1810] Completed FLG in 0.3s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:45.920012] [INFO ] [sig       ] [691/1810] Forecasting FLNG...
[2025-10-13T23:55:45.920043] [INFO ] [sig       ] Generating forecast for: FLNG
[2025-10-13T23:55:45.920074] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLNG' from 'https://tdm.silogroup.org/data/derivative_storage/FLNG.csv'.
[2025-10-13T23:55:45.929068] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLNG'.
[2025-10-13T23:55:45.929361] [INFO ] [FORECASTER] Starting predict_future for FLNG
[2025-10-13T23:55:45.954128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:45.954831] [DEBUG] [LOCAL     ] No optimal features file found for FLNG: ./output/feature-sets/FLNG.txt
[2025-10-13T23:55:45.954887] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:45.954920] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:45.954948] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:45.955005] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:45.971927] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:45.972490] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:45.972573] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:45.972606] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:46.003366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:46.003468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:46.003506] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:46.003535] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:46.006755] [DEBUG] [FORECASTER] FLNG: Forecast T+1@11:T+2@11: UP (p=96.32%)
[2025-10-13T23:55:46.007021] [INFO ] [FORECASTER] Completed predict_future for FLNG
[2025-10-13T23:55:46.007148] [INFO ] [sig       ] FLNG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:46.146368] [INFO ] [LOCAL     ] Saved forecast: FLNG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FLNG.txt
[2025-10-13T23:55:46.146612] [INFO ] [sig       ] [691/1810] Completed FLNG in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:46.146681] [INFO ] [sig       ] [692/1810] Forecasting FLO...
[2025-10-13T23:55:46.146729] [INFO ] [sig       ] Generating forecast for: FLO
[2025-10-13T23:55:46.146763] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLO' from 'https://tdm.silogroup.org/data/derivative_storage/FLO.csv'.
[2025-10-13T23:55:46.155866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLO'.
[2025-10-13T23:55:46.156207] [INFO ] [FORECASTER] Starting predict_future for FLO
[2025-10-13T23:55:46.180985] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:46.181721] [DEBUG] [LOCAL     ] No optimal features file found for FLO: ./output/feature-sets/FLO.txt
[2025-10-13T23:55:46.181776] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:46.181827] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:46.181857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:46.181913] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:46.198802] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:46.199339] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:46.199421] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:46.199454] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:46.228860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:46.228951] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:46.228987] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:46.229015] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:46.232083] [DEBUG] [FORECASTER] FLO: Forecast T+1@11:T+2@11: DOWN (p=17.90%)
[2025-10-13T23:55:46.232340] [INFO ] [FORECASTER] Completed predict_future for FLO
[2025-10-13T23:55:46.232465] [INFO ] [sig       ] FLO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:46.371366] [INFO ] [LOCAL     ] Saved forecast: FLO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FLO.txt
[2025-10-13T23:55:46.371627] [INFO ] [sig       ] [692/1810] Completed FLO in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:46.371704] [INFO ] [sig       ] [693/1810] Forecasting FLR...
[2025-10-13T23:55:46.371745] [INFO ] [sig       ] Generating forecast for: FLR
[2025-10-13T23:55:46.371822] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLR' from 'https://tdm.silogroup.org/data/derivative_storage/FLR.csv'.
[2025-10-13T23:55:46.380485] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLR'.
[2025-10-13T23:55:46.380821] [INFO ] [FORECASTER] Starting predict_future for FLR
[2025-10-13T23:55:46.405439] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:46.406185] [DEBUG] [LOCAL     ] No optimal features file found for FLR: ./output/feature-sets/FLR.txt
[2025-10-13T23:55:46.406250] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:46.406290] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:46.406319] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:46.406374] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:46.423607] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:46.424239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:46.424321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:46.424355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:46.455409] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:46.455594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:46.455664] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:46.455722] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:46.459576] [DEBUG] [FORECASTER] FLR: Forecast T+1@11:T+2@11: UP (p=85.95%)
[2025-10-13T23:55:46.459884] [INFO ] [FORECASTER] Completed predict_future for FLR
[2025-10-13T23:55:46.460031] [INFO ] [sig       ] FLR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:46.602708] [INFO ] [LOCAL     ] Saved forecast: FLR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FLR.txt
[2025-10-13T23:55:46.602988] [INFO ] [sig       ] [693/1810] Completed FLR in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:46.603051] [INFO ] [sig       ] [694/1810] Forecasting FLS...
[2025-10-13T23:55:46.603098] [INFO ] [sig       ] Generating forecast for: FLS
[2025-10-13T23:55:46.603161] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLS' from 'https://tdm.silogroup.org/data/derivative_storage/FLS.csv'.
[2025-10-13T23:55:46.613414] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLS'.
[2025-10-13T23:55:46.613793] [INFO ] [FORECASTER] Starting predict_future for FLS
[2025-10-13T23:55:46.638865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:46.639523] [DEBUG] [LOCAL     ] No optimal features file found for FLS: ./output/feature-sets/FLS.txt
[2025-10-13T23:55:46.639577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:46.639610] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:46.639638] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:46.639740] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:46.656582] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:46.657131] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:46.657214] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:46.657248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:46.691441] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:46.691535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:46.691573] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:46.691601] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:46.694733] [DEBUG] [FORECASTER] FLS: Forecast T+1@11:T+2@11: DOWN (p=22.50%)
[2025-10-13T23:55:46.694985] [INFO ] [FORECASTER] Completed predict_future for FLS
[2025-10-13T23:55:46.695114] [INFO ] [sig       ] FLS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:46.837698] [INFO ] [LOCAL     ] Saved forecast: FLS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FLS.txt
[2025-10-13T23:55:46.837943] [INFO ] [sig       ] [694/1810] Completed FLS in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:46.837989] [INFO ] [sig       ] [695/1810] Forecasting FLUT...
[2025-10-13T23:55:46.838020] [INFO ] [sig       ] Generating forecast for: FLUT
[2025-10-13T23:55:46.838053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLUT' from 'https://tdm.silogroup.org/data/derivative_storage/FLUT.csv'.
[2025-10-13T23:55:46.847822] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLUT'.
[2025-10-13T23:55:46.848247] [INFO ] [FORECASTER] Starting predict_future for FLUT
[2025-10-13T23:55:46.874983] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:46.875856] [DEBUG] [LOCAL     ] No optimal features file found for FLUT: ./output/feature-sets/FLUT.txt
[2025-10-13T23:55:46.875913] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:46.875949] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:46.875979] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:46.876036] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:46.895038] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:46.895684] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:46.895772] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:46.895808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:46.932401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:46.932578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:46.932620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:46.932683] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:46.936184] [DEBUG] [FORECASTER] FLUT: Forecast T+1@11:T+2@11: DOWN (p=34.04%)
[2025-10-13T23:55:46.936474] [INFO ] [FORECASTER] Completed predict_future for FLUT
[2025-10-13T23:55:46.936607] [INFO ] [sig       ] FLUT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:47.080917] [INFO ] [LOCAL     ] Saved forecast: FLUT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FLUT.txt
[2025-10-13T23:55:47.081131] [INFO ] [sig       ] [695/1810] Completed FLUT in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:47.081172] [INFO ] [sig       ] [696/1810] Forecasting FLXR...
[2025-10-13T23:55:47.081203] [INFO ] [sig       ] Generating forecast for: FLXR
[2025-10-13T23:55:47.081235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FLXR' from 'https://tdm.silogroup.org/data/derivative_storage/FLXR.csv'.
[2025-10-13T23:55:47.090036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FLXR'.
[2025-10-13T23:55:47.090349] [INFO ] [FORECASTER] Starting predict_future for FLXR
[2025-10-13T23:55:47.115128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:47.115875] [DEBUG] [LOCAL     ] No optimal features file found for FLXR: ./output/feature-sets/FLXR.txt
[2025-10-13T23:55:47.115965] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:47.116006] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:47.116036] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:47.116092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:47.133869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:47.134454] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:47.134535] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:47.134570] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:47.168340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:47.168477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:47.168519] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:47.168550] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:47.171881] [DEBUG] [FORECASTER] FLXR: Forecast T+1@11:T+2@11: DOWN (p=8.20%)
[2025-10-13T23:55:47.172148] [INFO ] [FORECASTER] Completed predict_future for FLXR
[2025-10-13T23:55:47.172287] [INFO ] [sig       ] FLXR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:47.314007] [INFO ] [LOCAL     ] Saved forecast: FLXR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FLXR.txt
[2025-10-13T23:55:47.314204] [INFO ] [sig       ] [696/1810] Completed FLXR in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:47.314245] [INFO ] [sig       ] [697/1810] Forecasting FMC...
[2025-10-13T23:55:47.314277] [INFO ] [sig       ] Generating forecast for: FMC
[2025-10-13T23:55:47.314309] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMC' from 'https://tdm.silogroup.org/data/derivative_storage/FMC.csv'.
[2025-10-13T23:55:47.323455] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMC'.
[2025-10-13T23:55:47.323813] [INFO ] [FORECASTER] Starting predict_future for FMC
[2025-10-13T23:55:47.348504] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:47.349224] [DEBUG] [LOCAL     ] No optimal features file found for FMC: ./output/feature-sets/FMC.txt
[2025-10-13T23:55:47.349282] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:47.349316] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:47.349346] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:47.349406] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:47.366280] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:47.366878] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:47.366959] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:47.366993] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:47.403385] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:47.403594] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:47.403639] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:47.403719] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:47.407241] [DEBUG] [FORECASTER] FMC: Forecast T+1@11:T+2@11: DOWN (p=3.50%)
[2025-10-13T23:55:47.407578] [INFO ] [FORECASTER] Completed predict_future for FMC
[2025-10-13T23:55:47.407760] [INFO ] [sig       ] FMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:47.545745] [INFO ] [LOCAL     ] Saved forecast: FMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FMC.txt
[2025-10-13T23:55:47.545958] [INFO ] [sig       ] [697/1810] Completed FMC in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:47.545999] [INFO ] [sig       ] [698/1810] Forecasting FMN...
[2025-10-13T23:55:47.546030] [INFO ] [sig       ] Generating forecast for: FMN
[2025-10-13T23:55:47.546062] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMN' from 'https://tdm.silogroup.org/data/derivative_storage/FMN.csv'.
[2025-10-13T23:55:47.554344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMN'.
[2025-10-13T23:55:47.554611] [INFO ] [FORECASTER] Starting predict_future for FMN
[2025-10-13T23:55:47.579120] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:47.579844] [DEBUG] [LOCAL     ] No optimal features file found for FMN: ./output/feature-sets/FMN.txt
[2025-10-13T23:55:47.579898] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:47.579932] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:47.579961] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:47.580018] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:47.597207] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:47.597883] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:47.597964] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:47.597999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:47.635421] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:47.635526] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:47.635564] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:47.635593] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:47.638769] [DEBUG] [FORECASTER] FMN: Forecast T+1@11:T+2@11: UP (p=82.95%)
[2025-10-13T23:55:47.639026] [INFO ] [FORECASTER] Completed predict_future for FMN
[2025-10-13T23:55:47.639151] [INFO ] [sig       ] FMN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:47.778377] [INFO ] [LOCAL     ] Saved forecast: FMN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FMN.txt
[2025-10-13T23:55:47.778586] [INFO ] [sig       ] [698/1810] Completed FMN in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:47.778628] [INFO ] [sig       ] [699/1810] Forecasting FMS...
[2025-10-13T23:55:47.778696] [INFO ] [sig       ] Generating forecast for: FMS
[2025-10-13T23:55:47.778742] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMS' from 'https://tdm.silogroup.org/data/derivative_storage/FMS.csv'.
[2025-10-13T23:55:47.787286] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMS'.
[2025-10-13T23:55:47.787565] [INFO ] [FORECASTER] Starting predict_future for FMS
[2025-10-13T23:55:47.812583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:47.813317] [DEBUG] [LOCAL     ] No optimal features file found for FMS: ./output/feature-sets/FMS.txt
[2025-10-13T23:55:47.813376] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:47.813411] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:47.813481] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:47.813560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:47.830951] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:47.831474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:47.831586] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:47.831625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:47.871634] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:47.871746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:47.871785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:47.871814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:47.874821] [DEBUG] [FORECASTER] FMS: Forecast T+1@11:T+2@11: UP (p=67.68%)
[2025-10-13T23:55:47.875074] [INFO ] [FORECASTER] Completed predict_future for FMS
[2025-10-13T23:55:47.875200] [INFO ] [sig       ] FMS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:48.014297] [INFO ] [LOCAL     ] Saved forecast: FMS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FMS.txt
[2025-10-13T23:55:48.014485] [INFO ] [sig       ] [699/1810] Completed FMS in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:48.014526] [INFO ] [sig       ] [700/1810] Forecasting FMX...
[2025-10-13T23:55:48.014557] [INFO ] [sig       ] Generating forecast for: FMX
[2025-10-13T23:55:48.014590] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMX' from 'https://tdm.silogroup.org/data/derivative_storage/FMX.csv'.
[2025-10-13T23:55:48.024050] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FMX'.
[2025-10-13T23:55:48.024409] [INFO ] [FORECASTER] Starting predict_future for FMX
[2025-10-13T23:55:48.051048] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:48.051849] [DEBUG] [LOCAL     ] No optimal features file found for FMX: ./output/feature-sets/FMX.txt
[2025-10-13T23:55:48.051905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:48.051939] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:48.051968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:48.052025] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:48.070706] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:48.071341] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:48.071426] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:48.071460] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:48.107546] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:48.107638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:48.107718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:48.107754] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:48.110971] [DEBUG] [FORECASTER] FMX: Forecast T+1@11:T+2@11: DOWN (p=45.29%)
[2025-10-13T23:55:48.111229] [INFO ] [FORECASTER] Completed predict_future for FMX
[2025-10-13T23:55:48.111368] [INFO ] [sig       ] FMX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:48.256136] [INFO ] [LOCAL     ] Saved forecast: FMX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FMX.txt
[2025-10-13T23:55:48.256352] [INFO ] [sig       ] [700/1810] Completed FMX in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:48.256395] [INFO ] [sig       ] [701/1810] Forecasting FMY...
[2025-10-13T23:55:48.256426] [INFO ] [sig       ] Generating forecast for: FMY
[2025-10-13T23:55:48.256458] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FMY' from 'https://tdm.silogroup.org/data/derivative_storage/FMY.csv'.
[2025-10-13T23:55:48.264799] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'FMY'.
[2025-10-13T23:55:48.265305] [INFO ] [FORECASTER] Starting predict_future for FMY
[2025-10-13T23:55:48.291865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:48.292626] [DEBUG] [LOCAL     ] No optimal features file found for FMY: ./output/feature-sets/FMY.txt
[2025-10-13T23:55:48.292711] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:48.292753] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:48.292783] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:48.292842] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:48.311806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:48.312392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:48.312473] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:48.312506] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:48.348332] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:48.348429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:48.348466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:48.348496] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:48.351854] [DEBUG] [FORECASTER] FMY: Forecast T+1@11:T+2@11: DOWN (p=19.64%)
[2025-10-13T23:55:48.352165] [INFO ] [FORECASTER] Completed predict_future for FMY
[2025-10-13T23:55:48.352306] [INFO ] [sig       ] FMY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:48.502315] [INFO ] [LOCAL     ] Saved forecast: FMY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FMY.txt
[2025-10-13T23:55:48.502542] [INFO ] [sig       ] [701/1810] Completed FMY in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:48.502602] [INFO ] [sig       ] [702/1810] Forecasting FN...
[2025-10-13T23:55:48.502636] [INFO ] [sig       ] Generating forecast for: FN
[2025-10-13T23:55:48.502714] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FN' from 'https://tdm.silogroup.org/data/derivative_storage/FN.csv'.
[2025-10-13T23:55:48.512069] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FN'.
[2025-10-13T23:55:48.512559] [INFO ] [FORECASTER] Starting predict_future for FN
[2025-10-13T23:55:48.539001] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:48.539817] [DEBUG] [LOCAL     ] No optimal features file found for FN: ./output/feature-sets/FN.txt
[2025-10-13T23:55:48.539873] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:48.539908] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:48.539936] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:48.539993] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:48.557703] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:48.558464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:48.558550] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:48.558585] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:48.592782] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:48.592952] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:48.592996] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:48.593027] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:48.596921] [DEBUG] [FORECASTER] FN: Forecast T+1@11:T+2@11: DOWN (p=44.12%)
[2025-10-13T23:55:48.597196] [INFO ] [FORECASTER] Completed predict_future for FN
[2025-10-13T23:55:48.597349] [INFO ] [sig       ] FN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:48.744267] [INFO ] [LOCAL     ] Saved forecast: FN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FN.txt
[2025-10-13T23:55:48.744522] [INFO ] [sig       ] [702/1810] Completed FN in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.5m
[2025-10-13T23:55:48.744571] [INFO ] [sig       ] [703/1810] Forecasting FNB...
[2025-10-13T23:55:48.744603] [INFO ] [sig       ] Generating forecast for: FNB
[2025-10-13T23:55:48.744635] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNB' from 'https://tdm.silogroup.org/data/derivative_storage/FNB.csv'.
[2025-10-13T23:55:48.753664] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNB'.
[2025-10-13T23:55:48.753963] [INFO ] [FORECASTER] Starting predict_future for FNB
[2025-10-13T23:55:48.778790] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:48.779528] [DEBUG] [LOCAL     ] No optimal features file found for FNB: ./output/feature-sets/FNB.txt
[2025-10-13T23:55:48.779583] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:48.779616] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:48.779668] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:48.779749] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:48.796623] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:48.797183] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:48.797262] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:48.797296] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:48.827615] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:48.827761] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:48.827809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:48.827843] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:48.831483] [DEBUG] [FORECASTER] FNB: Forecast T+1@11:T+2@11: UP (p=84.48%)
[2025-10-13T23:55:48.831819] [INFO ] [FORECASTER] Completed predict_future for FNB
[2025-10-13T23:55:48.831963] [INFO ] [sig       ] FNB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:48.973251] [INFO ] [LOCAL     ] Saved forecast: FNB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FNB.txt
[2025-10-13T23:55:48.973482] [INFO ] [sig       ] [703/1810] Completed FNB in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:48.973523] [INFO ] [sig       ] [704/1810] Forecasting FND...
[2025-10-13T23:55:48.973554] [INFO ] [sig       ] Generating forecast for: FND
[2025-10-13T23:55:48.973586] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FND' from 'https://tdm.silogroup.org/data/derivative_storage/FND.csv'.
[2025-10-13T23:55:48.981834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FND'.
[2025-10-13T23:55:48.982179] [INFO ] [FORECASTER] Starting predict_future for FND
[2025-10-13T23:55:49.006811] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:49.007551] [DEBUG] [LOCAL     ] No optimal features file found for FND: ./output/feature-sets/FND.txt
[2025-10-13T23:55:49.007608] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:49.007665] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:49.007719] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:49.007779] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:49.024464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:49.025033] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:49.025113] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:49.025147] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:49.056045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:49.056225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:49.056293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:49.056325] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:49.059947] [DEBUG] [FORECASTER] FND: Forecast T+1@11:T+2@11: DOWN (p=37.77%)
[2025-10-13T23:55:49.060223] [INFO ] [FORECASTER] Completed predict_future for FND
[2025-10-13T23:55:49.060361] [INFO ] [sig       ] FND: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:49.198011] [INFO ] [LOCAL     ] Saved forecast: FND	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FND.txt
[2025-10-13T23:55:49.198226] [INFO ] [sig       ] [704/1810] Completed FND in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:49.198270] [INFO ] [sig       ] [705/1810] Forecasting FNF...
[2025-10-13T23:55:49.198302] [INFO ] [sig       ] Generating forecast for: FNF
[2025-10-13T23:55:49.198334] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNF' from 'https://tdm.silogroup.org/data/derivative_storage/FNF.csv'.
[2025-10-13T23:55:49.207475] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNF'.
[2025-10-13T23:55:49.207897] [INFO ] [FORECASTER] Starting predict_future for FNF
[2025-10-13T23:55:49.232792] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:49.233534] [DEBUG] [LOCAL     ] No optimal features file found for FNF: ./output/feature-sets/FNF.txt
[2025-10-13T23:55:49.233589] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:49.233622] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:49.233683] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:49.233758] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:49.250503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:49.251088] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:49.251168] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:49.251210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:49.280904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:49.280998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:49.281036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:49.281065] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:49.284080] [DEBUG] [FORECASTER] FNF: Forecast T+1@11:T+2@11: DOWN (p=7.26%)
[2025-10-13T23:55:49.284331] [INFO ] [FORECASTER] Completed predict_future for FNF
[2025-10-13T23:55:49.284457] [INFO ] [sig       ] FNF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:49.422245] [INFO ] [LOCAL     ] Saved forecast: FNF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FNF.txt
[2025-10-13T23:55:49.422493] [INFO ] [sig       ] [705/1810] Completed FNF in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:49.422577] [INFO ] [sig       ] [706/1810] Forecasting FNV...
[2025-10-13T23:55:49.422616] [INFO ] [sig       ] Generating forecast for: FNV
[2025-10-13T23:55:49.422675] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FNV' from 'https://tdm.silogroup.org/data/derivative_storage/FNV.csv'.
[2025-10-13T23:55:49.431726] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FNV'.
[2025-10-13T23:55:49.432053] [INFO ] [FORECASTER] Starting predict_future for FNV
[2025-10-13T23:55:49.456628] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:49.457333] [DEBUG] [LOCAL     ] No optimal features file found for FNV: ./output/feature-sets/FNV.txt
[2025-10-13T23:55:49.457387] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:49.457419] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:49.457445] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:49.457564] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:49.474354] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:49.474918] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:49.474997] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:49.475030] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:49.508924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:49.509019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:49.509056] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:49.509085] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:49.512170] [DEBUG] [FORECASTER] FNV: Forecast T+1@11:T+2@11: UP (p=65.28%)
[2025-10-13T23:55:49.512423] [INFO ] [FORECASTER] Completed predict_future for FNV
[2025-10-13T23:55:49.512551] [INFO ] [sig       ] FNV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:49.651435] [INFO ] [LOCAL     ] Saved forecast: FNV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FNV.txt
[2025-10-13T23:55:49.651682] [INFO ] [sig       ] [706/1810] Completed FNV in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:49.651742] [INFO ] [sig       ] [707/1810] Forecasting FOA...
[2025-10-13T23:55:49.651776] [INFO ] [sig       ] Generating forecast for: FOA
[2025-10-13T23:55:49.651808] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOA' from 'https://tdm.silogroup.org/data/derivative_storage/FOA.csv'.
[2025-10-13T23:55:49.660841] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOA'.
[2025-10-13T23:55:49.661179] [INFO ] [FORECASTER] Starting predict_future for FOA
[2025-10-13T23:55:49.685617] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:49.686328] [DEBUG] [LOCAL     ] No optimal features file found for FOA: ./output/feature-sets/FOA.txt
[2025-10-13T23:55:49.686383] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:49.686415] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:49.686444] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:49.686501] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:49.703498] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:49.704100] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:49.704182] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:49.704217] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:49.733099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:49.733198] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:49.733236] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:49.733267] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:49.736359] [DEBUG] [FORECASTER] FOA: Forecast T+1@11:T+2@11: UP (p=69.80%)
[2025-10-13T23:55:49.736614] [INFO ] [FORECASTER] Completed predict_future for FOA
[2025-10-13T23:55:49.736776] [INFO ] [sig       ] FOA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:49.873861] [INFO ] [LOCAL     ] Saved forecast: FOA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FOA.txt
[2025-10-13T23:55:49.874068] [INFO ] [sig       ] [707/1810] Completed FOA in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:49.874112] [INFO ] [sig       ] [708/1810] Forecasting FOF...
[2025-10-13T23:55:49.874144] [INFO ] [sig       ] Generating forecast for: FOF
[2025-10-13T23:55:49.874177] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOF' from 'https://tdm.silogroup.org/data/derivative_storage/FOF.csv'.
[2025-10-13T23:55:49.883368] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'FOF'.
[2025-10-13T23:55:49.883830] [INFO ] [FORECASTER] Starting predict_future for FOF
[2025-10-13T23:55:49.909997] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:49.910793] [DEBUG] [LOCAL     ] No optimal features file found for FOF: ./output/feature-sets/FOF.txt
[2025-10-13T23:55:49.910848] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:49.910882] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:49.910912] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:49.910968] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:49.927815] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:49.928374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:49.928452] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:49.928485] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:49.958721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:49.958802] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:49.958837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:49.958866] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:49.961809] [DEBUG] [FORECASTER] FOF: Forecast T+1@11:T+2@11: DOWN (p=14.03%)
[2025-10-13T23:55:49.962052] [INFO ] [FORECASTER] Completed predict_future for FOF
[2025-10-13T23:55:49.962179] [INFO ] [sig       ] FOF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:50.100431] [INFO ] [LOCAL     ] Saved forecast: FOF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FOF.txt
[2025-10-13T23:55:50.100662] [INFO ] [sig       ] [708/1810] Completed FOF in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:50.100723] [INFO ] [sig       ] [709/1810] Forecasting FOR...
[2025-10-13T23:55:50.100756] [INFO ] [sig       ] Generating forecast for: FOR
[2025-10-13T23:55:50.100789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOR' from 'https://tdm.silogroup.org/data/derivative_storage/FOR.csv'.
[2025-10-13T23:55:50.109794] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOR'.
[2025-10-13T23:55:50.110124] [INFO ] [FORECASTER] Starting predict_future for FOR
[2025-10-13T23:55:50.134620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:50.135341] [DEBUG] [LOCAL     ] No optimal features file found for FOR: ./output/feature-sets/FOR.txt
[2025-10-13T23:55:50.135394] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:50.135427] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:50.135455] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:50.135510] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:50.152186] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:50.152746] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:50.152830] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:50.152863] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:50.182275] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:50.182376] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:50.182413] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:50.182442] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:50.185591] [DEBUG] [FORECASTER] FOR: Forecast T+1@11:T+2@11: DOWN (p=10.95%)
[2025-10-13T23:55:50.185876] [INFO ] [FORECASTER] Completed predict_future for FOR
[2025-10-13T23:55:50.186012] [INFO ] [sig       ] FOR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:50.322727] [INFO ] [LOCAL     ] Saved forecast: FOR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FOR.txt
[2025-10-13T23:55:50.322965] [INFO ] [sig       ] [709/1810] Completed FOR in 0.2s | 4.15 sym/s | Total: 2.8m | ETA: 4.4m
[2025-10-13T23:55:50.323008] [INFO ] [sig       ] [710/1810] Forecasting FOUR...
[2025-10-13T23:55:50.323039] [INFO ] [sig       ] Generating forecast for: FOUR
[2025-10-13T23:55:50.323070] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FOUR' from 'https://tdm.silogroup.org/data/derivative_storage/FOUR.csv'.
[2025-10-13T23:55:50.332376] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FOUR'.
[2025-10-13T23:55:50.332774] [INFO ] [FORECASTER] Starting predict_future for FOUR
[2025-10-13T23:55:50.358968] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:50.359740] [DEBUG] [LOCAL     ] No optimal features file found for FOUR: ./output/feature-sets/FOUR.txt
[2025-10-13T23:55:50.359797] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:50.359833] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:50.359863] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:50.359921] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:50.377344] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:50.377990] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:50.378077] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:50.378112] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:50.419625] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:50.419843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:50.419894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:50.419925] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:50.423356] [DEBUG] [FORECASTER] FOUR: Forecast T+1@11:T+2@11: UP (p=96.14%)
[2025-10-13T23:55:50.423622] [INFO ] [FORECASTER] Completed predict_future for FOUR
[2025-10-13T23:55:50.423791] [INFO ] [sig       ] FOUR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:50.563814] [INFO ] [LOCAL     ] Saved forecast: FOUR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FOUR.txt
[2025-10-13T23:55:50.564047] [INFO ] [sig       ] [710/1810] Completed FOUR in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:50.564090] [INFO ] [sig       ] [711/1810] Forecasting FPF...
[2025-10-13T23:55:50.564121] [INFO ] [sig       ] Generating forecast for: FPF
[2025-10-13T23:55:50.564153] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPF' from 'https://tdm.silogroup.org/data/derivative_storage/FPF.csv'.
[2025-10-13T23:55:50.573414] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPF'.
[2025-10-13T23:55:50.573767] [INFO ] [FORECASTER] Starting predict_future for FPF
[2025-10-13T23:55:50.598360] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:50.599068] [DEBUG] [LOCAL     ] No optimal features file found for FPF: ./output/feature-sets/FPF.txt
[2025-10-13T23:55:50.599124] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:50.599157] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:50.599186] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:50.599242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:50.616110] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:50.616637] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:50.616747] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:50.616782] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:50.645233] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:50.645326] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:50.645362] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:50.645413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:50.648568] [DEBUG] [FORECASTER] FPF: Forecast T+1@11:T+2@11: UP (p=97.85%)
[2025-10-13T23:55:50.648851] [INFO ] [FORECASTER] Completed predict_future for FPF
[2025-10-13T23:55:50.648984] [INFO ] [sig       ] FPF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:50.787603] [INFO ] [LOCAL     ] Saved forecast: FPF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FPF.txt
[2025-10-13T23:55:50.787902] [INFO ] [sig       ] [711/1810] Completed FPF in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:50.787952] [INFO ] [sig       ] [712/1810] Forecasting FPH...
[2025-10-13T23:55:50.787985] [INFO ] [sig       ] Generating forecast for: FPH
[2025-10-13T23:55:50.788017] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FPH' from 'https://tdm.silogroup.org/data/derivative_storage/FPH.csv'.
[2025-10-13T23:55:50.797041] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FPH'.
[2025-10-13T23:55:50.797405] [INFO ] [FORECASTER] Starting predict_future for FPH
[2025-10-13T23:55:50.822372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:50.823159] [DEBUG] [LOCAL     ] No optimal features file found for FPH: ./output/feature-sets/FPH.txt
[2025-10-13T23:55:50.823215] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:50.823248] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:50.823276] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:50.823387] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:50.840421] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:50.841041] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:50.841123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:50.841156] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:50.876955] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:50.877095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:50.877136] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:50.877166] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:50.880500] [DEBUG] [FORECASTER] FPH: Forecast T+1@11:T+2@11: DOWN (p=32.68%)
[2025-10-13T23:55:50.880804] [INFO ] [FORECASTER] Completed predict_future for FPH
[2025-10-13T23:55:50.880943] [INFO ] [sig       ] FPH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:51.020550] [INFO ] [LOCAL     ] Saved forecast: FPH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FPH.txt
[2025-10-13T23:55:51.020807] [INFO ] [sig       ] [712/1810] Completed FPH in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:51.020867] [INFO ] [sig       ] [713/1810] Forecasting FR...
[2025-10-13T23:55:51.020900] [INFO ] [sig       ] Generating forecast for: FR
[2025-10-13T23:55:51.020932] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FR' from 'https://tdm.silogroup.org/data/derivative_storage/FR.csv'.
[2025-10-13T23:55:51.029282] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FR'.
[2025-10-13T23:55:51.029544] [INFO ] [FORECASTER] Starting predict_future for FR
[2025-10-13T23:55:51.053986] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:51.054700] [DEBUG] [LOCAL     ] No optimal features file found for FR: ./output/feature-sets/FR.txt
[2025-10-13T23:55:51.054756] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:51.054789] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:51.054818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:51.054874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:51.071769] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:51.072329] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:51.072412] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:51.072445] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:51.108324] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:51.108452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:51.108491] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:51.108520] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:51.111743] [DEBUG] [FORECASTER] FR: Forecast T+1@11:T+2@11: DOWN (p=10.61%)
[2025-10-13T23:55:51.112005] [INFO ] [FORECASTER] Completed predict_future for FR
[2025-10-13T23:55:51.112130] [INFO ] [sig       ] FR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:51.252722] [INFO ] [LOCAL     ] Saved forecast: FR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FR.txt
[2025-10-13T23:55:51.252956] [INFO ] [sig       ] [713/1810] Completed FR in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:51.253000] [INFO ] [sig       ] [714/1810] Forecasting FRA...
[2025-10-13T23:55:51.253031] [INFO ] [sig       ] Generating forecast for: FRA
[2025-10-13T23:55:51.253063] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRA' from 'https://tdm.silogroup.org/data/derivative_storage/FRA.csv'.
[2025-10-13T23:55:51.261759] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRA'.
[2025-10-13T23:55:51.262037] [INFO ] [FORECASTER] Starting predict_future for FRA
[2025-10-13T23:55:51.287471] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:51.288325] [DEBUG] [LOCAL     ] No optimal features file found for FRA: ./output/feature-sets/FRA.txt
[2025-10-13T23:55:51.288406] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:51.288467] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:51.288501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:51.288560] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:51.305906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:51.306493] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:51.306578] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:51.306612] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:51.343384] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:51.343475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:51.343512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:51.343541] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:51.346942] [DEBUG] [FORECASTER] FRA: Forecast T+1@11:T+2@11: DOWN (p=36.11%)
[2025-10-13T23:55:51.347236] [INFO ] [FORECASTER] Completed predict_future for FRA
[2025-10-13T23:55:51.347372] [INFO ] [sig       ] FRA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:51.488685] [INFO ] [LOCAL     ] Saved forecast: FRA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FRA.txt
[2025-10-13T23:55:51.488898] [INFO ] [sig       ] [714/1810] Completed FRA in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:51.488941] [INFO ] [sig       ] [715/1810] Forecasting FRGE...
[2025-10-13T23:55:51.488972] [INFO ] [sig       ] Generating forecast for: FRGE
[2025-10-13T23:55:51.489006] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRGE' from 'https://tdm.silogroup.org/data/derivative_storage/FRGE.csv'.
[2025-10-13T23:55:51.498315] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRGE'.
[2025-10-13T23:55:51.498594] [INFO ] [FORECASTER] Starting predict_future for FRGE
[2025-10-13T23:55:51.522956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:51.523626] [DEBUG] [LOCAL     ] No optimal features file found for FRGE: ./output/feature-sets/FRGE.txt
[2025-10-13T23:55:51.523706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:51.523747] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:51.523777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:51.523834] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:51.541047] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:51.541572] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:51.541670] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:51.541724] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:51.576361] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:51.576457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:51.576523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:51.576554] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:51.580983] [DEBUG] [FORECASTER] FRGE: Forecast T+1@11:T+2@11: UP (p=82.45%)
[2025-10-13T23:55:51.581236] [INFO ] [FORECASTER] Completed predict_future for FRGE
[2025-10-13T23:55:51.581363] [INFO ] [sig       ] FRGE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:51.721836] [INFO ] [LOCAL     ] Saved forecast: FRGE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FRGE.txt
[2025-10-13T23:55:51.722076] [INFO ] [sig       ] [715/1810] Completed FRGE in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:51.722119] [INFO ] [sig       ] [716/1810] Forecasting FRO...
[2025-10-13T23:55:51.722150] [INFO ] [sig       ] Generating forecast for: FRO
[2025-10-13T23:55:51.722182] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRO' from 'https://tdm.silogroup.org/data/derivative_storage/FRO.csv'.
[2025-10-13T23:55:51.731303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRO'.
[2025-10-13T23:55:51.731604] [INFO ] [FORECASTER] Starting predict_future for FRO
[2025-10-13T23:55:51.756588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:51.757343] [DEBUG] [LOCAL     ] No optimal features file found for FRO: ./output/feature-sets/FRO.txt
[2025-10-13T23:55:51.757398] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:51.757432] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:51.757460] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:51.757546] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:51.774512] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:51.775411] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:51.775496] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:51.775531] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:51.810614] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:51.810820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:51.810869] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:51.810899] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:51.814530] [DEBUG] [FORECASTER] FRO: Forecast T+1@11:T+2@11: DOWN (p=2.73%)
[2025-10-13T23:55:51.814852] [INFO ] [FORECASTER] Completed predict_future for FRO
[2025-10-13T23:55:51.815004] [INFO ] [sig       ] FRO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:51.954337] [INFO ] [LOCAL     ] Saved forecast: FRO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FRO.txt
[2025-10-13T23:55:51.954569] [INFO ] [sig       ] [716/1810] Completed FRO in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:51.954620] [INFO ] [sig       ] [717/1810] Forecasting FRT...
[2025-10-13T23:55:51.954687] [INFO ] [sig       ] Generating forecast for: FRT
[2025-10-13T23:55:51.954737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FRT' from 'https://tdm.silogroup.org/data/derivative_storage/FRT.csv'.
[2025-10-13T23:55:51.963440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FRT'.
[2025-10-13T23:55:51.963722] [INFO ] [FORECASTER] Starting predict_future for FRT
[2025-10-13T23:55:51.988461] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:51.989190] [DEBUG] [LOCAL     ] No optimal features file found for FRT: ./output/feature-sets/FRT.txt
[2025-10-13T23:55:51.989244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:51.989278] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:51.989306] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:51.989363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:52.006122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:52.006704] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:52.006788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:52.006821] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:52.039943] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:52.040078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:52.040117] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:52.040147] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:52.043388] [DEBUG] [FORECASTER] FRT: Forecast T+1@11:T+2@11: DOWN (p=6.47%)
[2025-10-13T23:55:52.043676] [INFO ] [FORECASTER] Completed predict_future for FRT
[2025-10-13T23:55:52.043824] [INFO ] [sig       ] FRT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:52.181308] [INFO ] [LOCAL     ] Saved forecast: FRT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FRT.txt
[2025-10-13T23:55:52.181523] [INFO ] [sig       ] [717/1810] Completed FRT in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:52.181565] [INFO ] [sig       ] [718/1810] Forecasting FSCO...
[2025-10-13T23:55:52.181597] [INFO ] [sig       ] Generating forecast for: FSCO
[2025-10-13T23:55:52.181629] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSCO' from 'https://tdm.silogroup.org/data/derivative_storage/FSCO.csv'.
[2025-10-13T23:55:52.190060] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSCO'.
[2025-10-13T23:55:52.190349] [INFO ] [FORECASTER] Starting predict_future for FSCO
[2025-10-13T23:55:52.214663] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:52.215370] [DEBUG] [LOCAL     ] No optimal features file found for FSCO: ./output/feature-sets/FSCO.txt
[2025-10-13T23:55:52.215424] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:52.215457] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:52.215487] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:52.215544] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:52.232491] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:52.233056] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:52.233135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:52.233167] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:52.265696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:52.265786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:52.265821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:52.265869] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:52.268906] [DEBUG] [FORECASTER] FSCO: Forecast T+1@11:T+2@11: UP (p=83.57%)
[2025-10-13T23:55:52.269153] [INFO ] [FORECASTER] Completed predict_future for FSCO
[2025-10-13T23:55:52.269281] [INFO ] [sig       ] FSCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:52.408409] [INFO ] [LOCAL     ] Saved forecast: FSCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FSCO.txt
[2025-10-13T23:55:52.408683] [INFO ] [sig       ] [718/1810] Completed FSCO in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:52.408744] [INFO ] [sig       ] [719/1810] Forecasting FSK...
[2025-10-13T23:55:52.408778] [INFO ] [sig       ] Generating forecast for: FSK
[2025-10-13T23:55:52.408810] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSK' from 'https://tdm.silogroup.org/data/derivative_storage/FSK.csv'.
[2025-10-13T23:55:52.417523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSK'.
[2025-10-13T23:55:52.417852] [INFO ] [FORECASTER] Starting predict_future for FSK
[2025-10-13T23:55:52.442297] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:52.443000] [DEBUG] [LOCAL     ] No optimal features file found for FSK: ./output/feature-sets/FSK.txt
[2025-10-13T23:55:52.443055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:52.443088] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:52.443116] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:52.443173] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:52.460488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:52.461049] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:52.461128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:52.461161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:52.496705] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:52.496788] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:52.496823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:52.496873] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:52.500037] [DEBUG] [FORECASTER] FSK: Forecast T+1@11:T+2@11: DOWN (p=32.33%)
[2025-10-13T23:55:52.500284] [INFO ] [FORECASTER] Completed predict_future for FSK
[2025-10-13T23:55:52.500423] [INFO ] [sig       ] FSK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:52.641030] [INFO ] [LOCAL     ] Saved forecast: FSK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FSK.txt
[2025-10-13T23:55:52.641250] [INFO ] [sig       ] [719/1810] Completed FSK in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:52.641291] [INFO ] [sig       ] [720/1810] Forecasting FSLY...
[2025-10-13T23:55:52.641327] [INFO ] [sig       ] Generating forecast for: FSLY
[2025-10-13T23:55:52.641359] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSLY' from 'https://tdm.silogroup.org/data/derivative_storage/FSLY.csv'.
[2025-10-13T23:55:52.650097] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSLY'.
[2025-10-13T23:55:52.650367] [INFO ] [FORECASTER] Starting predict_future for FSLY
[2025-10-13T23:55:52.674955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:52.675616] [DEBUG] [LOCAL     ] No optimal features file found for FSLY: ./output/feature-sets/FSLY.txt
[2025-10-13T23:55:52.675694] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:52.675738] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:52.675768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:52.675823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:52.692918] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:52.693448] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:52.693527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:52.693559] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:52.730308] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:52.730401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:52.730437] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:52.730465] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:52.733582] [DEBUG] [FORECASTER] FSLY: Forecast T+1@11:T+2@11: DOWN (p=47.69%)
[2025-10-13T23:55:52.733862] [INFO ] [FORECASTER] Completed predict_future for FSLY
[2025-10-13T23:55:52.734001] [INFO ] [sig       ] FSLY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:52.873254] [INFO ] [LOCAL     ] Saved forecast: FSLY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FSLY.txt
[2025-10-13T23:55:52.873487] [INFO ] [sig       ] [720/1810] Completed FSLY in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:52.873528] [INFO ] [sig       ] [721/1810] Forecasting FSM...
[2025-10-13T23:55:52.873558] [INFO ] [sig       ] Generating forecast for: FSM
[2025-10-13T23:55:52.873589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSM' from 'https://tdm.silogroup.org/data/derivative_storage/FSM.csv'.
[2025-10-13T23:55:52.882511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSM'.
[2025-10-13T23:55:52.882803] [INFO ] [FORECASTER] Starting predict_future for FSM
[2025-10-13T23:55:52.907916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:52.908593] [DEBUG] [LOCAL     ] No optimal features file found for FSM: ./output/feature-sets/FSM.txt
[2025-10-13T23:55:52.908670] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:52.908723] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:52.908754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:52.908810] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:52.925804] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:52.926322] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:52.926400] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:52.926432] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:52.966040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:52.966137] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:52.966175] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:52.966204] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:52.969426] [DEBUG] [FORECASTER] FSM: Forecast T+1@11:T+2@11: UP (p=97.44%)
[2025-10-13T23:55:52.969708] [INFO ] [FORECASTER] Completed predict_future for FSM
[2025-10-13T23:55:52.969849] [INFO ] [sig       ] FSM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:53.109523] [INFO ] [LOCAL     ] Saved forecast: FSM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FSM.txt
[2025-10-13T23:55:53.109789] [INFO ] [sig       ] [721/1810] Completed FSM in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:53.109853] [INFO ] [sig       ] [722/1810] Forecasting FSS...
[2025-10-13T23:55:53.109888] [INFO ] [sig       ] Generating forecast for: FSS
[2025-10-13T23:55:53.109922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FSS' from 'https://tdm.silogroup.org/data/derivative_storage/FSS.csv'.
[2025-10-13T23:55:53.119029] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FSS'.
[2025-10-13T23:55:53.119346] [INFO ] [FORECASTER] Starting predict_future for FSS
[2025-10-13T23:55:53.144104] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:53.144855] [DEBUG] [LOCAL     ] No optimal features file found for FSS: ./output/feature-sets/FSS.txt
[2025-10-13T23:55:53.144911] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:53.144944] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:53.144972] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:53.145029] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:53.162133] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:53.162696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:53.162779] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:53.162815] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:53.201181] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:53.201275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:53.201313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:53.201344] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:53.204515] [DEBUG] [FORECASTER] FSS: Forecast T+1@11:T+2@11: UP (p=97.93%)
[2025-10-13T23:55:53.204831] [INFO ] [FORECASTER] Completed predict_future for FSS
[2025-10-13T23:55:53.204975] [INFO ] [sig       ] FSS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:53.346073] [INFO ] [LOCAL     ] Saved forecast: FSS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FSS.txt
[2025-10-13T23:55:53.346307] [INFO ] [sig       ] [722/1810] Completed FSS in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:53.346353] [INFO ] [sig       ] [723/1810] Forecasting FT...
[2025-10-13T23:55:53.346383] [INFO ] [sig       ] Generating forecast for: FT
[2025-10-13T23:55:53.346414] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FT' from 'https://tdm.silogroup.org/data/derivative_storage/FT.csv'.
[2025-10-13T23:55:53.355217] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FT'.
[2025-10-13T23:55:53.355492] [INFO ] [FORECASTER] Starting predict_future for FT
[2025-10-13T23:55:53.380498] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:53.381203] [DEBUG] [LOCAL     ] No optimal features file found for FT: ./output/feature-sets/FT.txt
[2025-10-13T23:55:53.381259] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:53.381296] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:53.381329] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:53.381398] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:53.398498] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:53.399054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:53.399133] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:53.399166] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:53.434551] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:53.434666] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:53.434724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:53.434757] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:53.437863] [DEBUG] [FORECASTER] FT: Forecast T+1@11:T+2@11: UP (p=52.55%)
[2025-10-13T23:55:53.438118] [INFO ] [FORECASTER] Completed predict_future for FT
[2025-10-13T23:55:53.438248] [INFO ] [sig       ] FT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:53.577524] [INFO ] [LOCAL     ] Saved forecast: FT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FT.txt
[2025-10-13T23:55:53.577795] [INFO ] [sig       ] [723/1810] Completed FT in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:53.577867] [INFO ] [sig       ] [724/1810] Forecasting FTHY...
[2025-10-13T23:55:53.577903] [INFO ] [sig       ] Generating forecast for: FTHY
[2025-10-13T23:55:53.577938] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTHY' from 'https://tdm.silogroup.org/data/derivative_storage/FTHY.csv'.
[2025-10-13T23:55:53.587541] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTHY'.
[2025-10-13T23:55:53.587934] [INFO ] [FORECASTER] Starting predict_future for FTHY
[2025-10-13T23:55:53.612673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:53.613479] [DEBUG] [LOCAL     ] No optimal features file found for FTHY: ./output/feature-sets/FTHY.txt
[2025-10-13T23:55:53.613535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:53.613571] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:53.613600] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:53.613680] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:53.631239] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:53.631817] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:53.631897] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:53.631932] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:53.667118] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:53.667220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:53.667256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:53.667285] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:53.670453] [DEBUG] [FORECASTER] FTHY: Forecast T+1@11:T+2@11: UP (p=81.72%)
[2025-10-13T23:55:53.670746] [INFO ] [FORECASTER] Completed predict_future for FTHY
[2025-10-13T23:55:53.670886] [INFO ] [sig       ] FTHY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:53.808540] [INFO ] [LOCAL     ] Saved forecast: FTHY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FTHY.txt
[2025-10-13T23:55:53.808770] [INFO ] [sig       ] [724/1810] Completed FTHY in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:53.808830] [INFO ] [sig       ] [725/1810] Forecasting FTI...
[2025-10-13T23:55:53.808864] [INFO ] [sig       ] Generating forecast for: FTI
[2025-10-13T23:55:53.808895] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTI' from 'https://tdm.silogroup.org/data/derivative_storage/FTI.csv'.
[2025-10-13T23:55:53.818451] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTI'.
[2025-10-13T23:55:53.818775] [INFO ] [FORECASTER] Starting predict_future for FTI
[2025-10-13T23:55:53.843184] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:53.843911] [DEBUG] [LOCAL     ] No optimal features file found for FTI: ./output/feature-sets/FTI.txt
[2025-10-13T23:55:53.843965] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:53.843999] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:53.844077] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:53.844144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:53.861112] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:53.861693] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:53.861775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:53.861809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:53.901180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:53.901307] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:53.901346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:53.901375] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:53.904636] [DEBUG] [FORECASTER] FTI: Forecast T+1@11:T+2@11: DOWN (p=30.56%)
[2025-10-13T23:55:53.904927] [INFO ] [FORECASTER] Completed predict_future for FTI
[2025-10-13T23:55:53.905056] [INFO ] [sig       ] FTI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:54.043816] [INFO ] [LOCAL     ] Saved forecast: FTI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FTI.txt
[2025-10-13T23:55:54.044020] [INFO ] [sig       ] [725/1810] Completed FTI in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.4m
[2025-10-13T23:55:54.044062] [INFO ] [sig       ] [726/1810] Forecasting FTK...
[2025-10-13T23:55:54.044092] [INFO ] [sig       ] Generating forecast for: FTK
[2025-10-13T23:55:54.044124] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTK' from 'https://tdm.silogroup.org/data/derivative_storage/FTK.csv'.
[2025-10-13T23:55:54.054060] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTK'.
[2025-10-13T23:55:54.054341] [INFO ] [FORECASTER] Starting predict_future for FTK
[2025-10-13T23:55:54.078814] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:54.079481] [DEBUG] [LOCAL     ] No optimal features file found for FTK: ./output/feature-sets/FTK.txt
[2025-10-13T23:55:54.079535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:54.079568] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:54.079595] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:54.079674] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:54.096430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:54.097017] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:54.097097] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:54.097130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:54.132757] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:54.132863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:54.132900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:54.132929] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:54.136061] [DEBUG] [FORECASTER] FTK: Forecast T+1@11:T+2@11: DOWN (p=8.84%)
[2025-10-13T23:55:54.136317] [INFO ] [FORECASTER] Completed predict_future for FTK
[2025-10-13T23:55:54.136445] [INFO ] [sig       ] FTK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:54.274567] [INFO ] [LOCAL     ] Saved forecast: FTK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FTK.txt
[2025-10-13T23:55:54.274799] [INFO ] [sig       ] [726/1810] Completed FTK in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:54.274859] [INFO ] [sig       ] [727/1810] Forecasting FTS...
[2025-10-13T23:55:54.274892] [INFO ] [sig       ] Generating forecast for: FTS
[2025-10-13T23:55:54.274925] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTS' from 'https://tdm.silogroup.org/data/derivative_storage/FTS.csv'.
[2025-10-13T23:55:54.283845] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTS'.
[2025-10-13T23:55:54.284133] [INFO ] [FORECASTER] Starting predict_future for FTS
[2025-10-13T23:55:54.308575] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:54.309292] [DEBUG] [LOCAL     ] No optimal features file found for FTS: ./output/feature-sets/FTS.txt
[2025-10-13T23:55:54.309347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:54.309381] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:54.309409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:54.309465] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:54.326217] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:54.326797] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:54.326876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:54.326909] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:54.364440] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:54.364527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:54.364563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:54.364591] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:54.367617] [DEBUG] [FORECASTER] FTS: Forecast T+1@11:T+2@11: DOWN (p=38.63%)
[2025-10-13T23:55:54.367891] [INFO ] [FORECASTER] Completed predict_future for FTS
[2025-10-13T23:55:54.368026] [INFO ] [sig       ] FTS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:54.521229] [INFO ] [LOCAL     ] Saved forecast: FTS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FTS.txt
[2025-10-13T23:55:54.521457] [INFO ] [sig       ] [727/1810] Completed FTS in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:54.521501] [INFO ] [sig       ] [728/1810] Forecasting FTV...
[2025-10-13T23:55:54.521534] [INFO ] [sig       ] Generating forecast for: FTV
[2025-10-13T23:55:54.521568] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTV' from 'https://tdm.silogroup.org/data/derivative_storage/FTV.csv'.
[2025-10-13T23:55:54.530894] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FTV'.
[2025-10-13T23:55:54.531226] [INFO ] [FORECASTER] Starting predict_future for FTV
[2025-10-13T23:55:54.559519] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:54.560241] [DEBUG] [LOCAL     ] No optimal features file found for FTV: ./output/feature-sets/FTV.txt
[2025-10-13T23:55:54.560317] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:54.560382] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:54.560422] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:54.560488] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:54.581750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:54.582505] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:54.582598] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:54.582637] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:54.623152] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:54.623303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:54.623363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:54.623396] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:54.628328] [DEBUG] [FORECASTER] FTV: Forecast T+1@11:T+2@11: DOWN (p=13.81%)
[2025-10-13T23:55:54.628603] [INFO ] [FORECASTER] Completed predict_future for FTV
[2025-10-13T23:55:54.628776] [INFO ] [sig       ] FTV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:54.797775] [INFO ] [LOCAL     ] Saved forecast: FTV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FTV.txt
[2025-10-13T23:55:54.797989] [INFO ] [sig       ] [728/1810] Completed FTV in 0.3s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:54.798033] [INFO ] [sig       ] [729/1810] Forecasting FTWO...
[2025-10-13T23:55:54.798066] [INFO ] [sig       ] Generating forecast for: FTWO
[2025-10-13T23:55:54.798099] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FTWO' from 'https://tdm.silogroup.org/data/derivative_storage/FTWO.csv'.
[2025-10-13T23:55:54.806808] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'FTWO'.
[2025-10-13T23:55:54.807099] [INFO ] [FORECASTER] Starting predict_future for FTWO
[2025-10-13T23:55:54.835789] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:54.836502] [DEBUG] [LOCAL     ] No optimal features file found for FTWO: ./output/feature-sets/FTWO.txt
[2025-10-13T23:55:54.836558] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:54.836592] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:54.836621] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:54.836710] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:54.856507] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:54.857075] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:54.857156] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:54.857191] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:54.899478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:54.899582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:54.899620] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:54.899682] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:54.903273] [DEBUG] [FORECASTER] FTWO: Forecast T+1@11:T+2@11: UP (p=55.27%)
[2025-10-13T23:55:54.903539] [INFO ] [FORECASTER] Completed predict_future for FTWO
[2025-10-13T23:55:54.903700] [INFO ] [sig       ] FTWO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:55.071095] [INFO ] [LOCAL     ] Saved forecast: FTWO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FTWO.txt
[2025-10-13T23:55:55.071337] [INFO ] [sig       ] [729/1810] Completed FTWO in 0.3s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:55.071400] [INFO ] [sig       ] [730/1810] Forecasting FUBO...
[2025-10-13T23:55:55.071435] [INFO ] [sig       ] Generating forecast for: FUBO
[2025-10-13T23:55:55.071468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUBO' from 'https://tdm.silogroup.org/data/derivative_storage/FUBO.csv'.
[2025-10-13T23:55:55.081053] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUBO'.
[2025-10-13T23:55:55.081347] [INFO ] [FORECASTER] Starting predict_future for FUBO
[2025-10-13T23:55:55.110102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:55.110915] [DEBUG] [LOCAL     ] No optimal features file found for FUBO: ./output/feature-sets/FUBO.txt
[2025-10-13T23:55:55.110972] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:55.111005] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:55.111034] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:55.111092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:55.132445] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:55.133090] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:55.133172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:55.133208] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:55.174710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:55.174798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:55.174837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:55.174867] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:55.178022] [DEBUG] [FORECASTER] FUBO: Forecast T+1@11:T+2@11: DOWN (p=22.83%)
[2025-10-13T23:55:55.178307] [INFO ] [FORECASTER] Completed predict_future for FUBO
[2025-10-13T23:55:55.178446] [INFO ] [sig       ] FUBO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:55.375420] [INFO ] [LOCAL     ] Saved forecast: FUBO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FUBO.txt
[2025-10-13T23:55:55.375665] [INFO ] [sig       ] [730/1810] Completed FUBO in 0.3s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:55.375725] [INFO ] [sig       ] [731/1810] Forecasting FUL...
[2025-10-13T23:55:55.375768] [INFO ] [sig       ] Generating forecast for: FUL
[2025-10-13T23:55:55.375801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUL' from 'https://tdm.silogroup.org/data/derivative_storage/FUL.csv'.
[2025-10-13T23:55:55.384665] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUL'.
[2025-10-13T23:55:55.384959] [INFO ] [FORECASTER] Starting predict_future for FUL
[2025-10-13T23:55:55.409370] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:55.410090] [DEBUG] [LOCAL     ] No optimal features file found for FUL: ./output/feature-sets/FUL.txt
[2025-10-13T23:55:55.410145] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:55.410179] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:55.410207] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:55.410263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:55.427035] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:55.427593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:55.427696] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:55.427746] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:55.466592] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:55.466729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:55.466775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:55.466807] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:55.470044] [DEBUG] [FORECASTER] FUL: Forecast T+1@11:T+2@11: UP (p=53.34%)
[2025-10-13T23:55:55.470306] [INFO ] [FORECASTER] Completed predict_future for FUL
[2025-10-13T23:55:55.470855] [INFO ] [sig       ] FUL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:55.611438] [INFO ] [LOCAL     ] Saved forecast: FUL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FUL.txt
[2025-10-13T23:55:55.611722] [INFO ] [sig       ] [731/1810] Completed FUL in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:55.611783] [INFO ] [sig       ] [732/1810] Forecasting FUN...
[2025-10-13T23:55:55.611817] [INFO ] [sig       ] Generating forecast for: FUN
[2025-10-13T23:55:55.611849] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FUN' from 'https://tdm.silogroup.org/data/derivative_storage/FUN.csv'.
[2025-10-13T23:55:55.620545] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FUN'.
[2025-10-13T23:55:55.620897] [INFO ] [FORECASTER] Starting predict_future for FUN
[2025-10-13T23:55:55.645307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:55.646064] [DEBUG] [LOCAL     ] No optimal features file found for FUN: ./output/feature-sets/FUN.txt
[2025-10-13T23:55:55.646119] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:55.646153] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:55.646182] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:55.646238] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:55.663003] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:55.663554] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:55.663637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:55.663712] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:55.699351] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:55.699456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:55.699494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:55.699524] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:55.702713] [DEBUG] [FORECASTER] FUN: Forecast T+1@11:T+2@11: DOWN (p=9.51%)
[2025-10-13T23:55:55.702973] [INFO ] [FORECASTER] Completed predict_future for FUN
[2025-10-13T23:55:55.703101] [INFO ] [sig       ] FUN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:55.839871] [INFO ] [LOCAL     ] Saved forecast: FUN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FUN.txt
[2025-10-13T23:55:55.840084] [INFO ] [sig       ] [732/1810] Completed FUN in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:55.840126] [INFO ] [sig       ] [733/1810] Forecasting FVR...
[2025-10-13T23:55:55.840157] [INFO ] [sig       ] Generating forecast for: FVR
[2025-10-13T23:55:55.840189] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FVR' from 'https://tdm.silogroup.org/data/derivative_storage/FVR.csv'.
[2025-10-13T23:55:55.848168] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FVR'.
[2025-10-13T23:55:55.848452] [INFO ] [FORECASTER] Starting predict_future for FVR
[2025-10-13T23:55:55.872756] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:55.873418] [DEBUG] [LOCAL     ] No optimal features file found for FVR: ./output/feature-sets/FVR.txt
[2025-10-13T23:55:55.873471] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:55.873505] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:55.873534] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:55.873590] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:55.890396] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:55.891003] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:55.891083] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:55.891118] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:55.926407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:55.926546] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:55.926584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:55.926613] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:55.929988] [DEBUG] [FORECASTER] FVR: Forecast T+1@11:T+2@11: UP (p=87.22%)
[2025-10-13T23:55:55.930252] [INFO ] [FORECASTER] Completed predict_future for FVR
[2025-10-13T23:55:55.930391] [INFO ] [sig       ] FVR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:56.068339] [INFO ] [LOCAL     ] Saved forecast: FVR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FVR.txt
[2025-10-13T23:55:56.068564] [INFO ] [sig       ] [733/1810] Completed FVR in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:56.068605] [INFO ] [sig       ] [734/1810] Forecasting FVRR...
[2025-10-13T23:55:56.068636] [INFO ] [sig       ] Generating forecast for: FVRR
[2025-10-13T23:55:56.068713] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FVRR' from 'https://tdm.silogroup.org/data/derivative_storage/FVRR.csv'.
[2025-10-13T23:55:56.077167] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'FVRR'.
[2025-10-13T23:55:56.077422] [INFO ] [FORECASTER] Starting predict_future for FVRR
[2025-10-13T23:55:56.101772] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:56.102418] [DEBUG] [LOCAL     ] No optimal features file found for FVRR: ./output/feature-sets/FVRR.txt
[2025-10-13T23:55:56.102472] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:56.102505] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:56.102533] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:56.102589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:56.119634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:56.120179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:56.120273] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:56.120308] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:56.157188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:56.157261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:56.157297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:56.157326] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:56.160319] [DEBUG] [FORECASTER] FVRR: Forecast T+1@11:T+2@11: UP (p=72.13%)
[2025-10-13T23:55:56.160618] [INFO ] [FORECASTER] Completed predict_future for FVRR
[2025-10-13T23:55:56.160799] [INFO ] [sig       ] FVRR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:56.298735] [INFO ] [LOCAL     ] Saved forecast: FVRR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/FVRR.txt
[2025-10-13T23:55:56.298967] [INFO ] [sig       ] [734/1810] Completed FVRR in 0.2s | 4.15 sym/s | Total: 2.9m | ETA: 4.3m
[2025-10-13T23:55:56.299007] [INFO ] [sig       ] [735/1810] Forecasting FXED...
[2025-10-13T23:55:56.299038] [INFO ] [sig       ] Generating forecast for: FXED
[2025-10-13T23:55:56.299121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'FXED' from 'https://tdm.silogroup.org/data/derivative_storage/FXED.csv'.
[2025-10-13T23:55:56.306827] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'FXED'.
[2025-10-13T23:55:56.307071] [INFO ] [FORECASTER] Starting predict_future for FXED
[2025-10-13T23:55:56.331602] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:56.332287] [DEBUG] [LOCAL     ] No optimal features file found for FXED: ./output/feature-sets/FXED.txt
[2025-10-13T23:55:56.332341] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:56.332374] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:56.332402] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:56.332460] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:56.349878] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:56.350395] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:56.350471] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:56.350505] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:56.386984] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:56.387057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:56.387093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:56.387121] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:56.390073] [DEBUG] [FORECASTER] FXED: Forecast T+1@11:T+2@11: DOWN (p=1.58%)
[2025-10-13T23:55:56.390318] [INFO ] [FORECASTER] Completed predict_future for FXED
[2025-10-13T23:55:56.390446] [INFO ] [sig       ] FXED: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:56.529222] [INFO ] [LOCAL     ] Saved forecast: FXED	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/FXED.txt
[2025-10-13T23:55:56.529418] [INFO ] [sig       ] [735/1810] Completed FXED in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:56.529459] [INFO ] [sig       ] [736/1810] Forecasting G...
[2025-10-13T23:55:56.529490] [INFO ] [sig       ] Generating forecast for: G
[2025-10-13T23:55:56.529521] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'G' from 'https://tdm.silogroup.org/data/derivative_storage/G.csv'.
[2025-10-13T23:55:56.538358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'G'.
[2025-10-13T23:55:56.538623] [INFO ] [FORECASTER] Starting predict_future for G
[2025-10-13T23:55:56.563011] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:56.563690] [DEBUG] [LOCAL     ] No optimal features file found for G: ./output/feature-sets/G.txt
[2025-10-13T23:55:56.563761] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:56.563796] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:56.563824] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:56.563880] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:56.580594] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:56.581165] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:56.581242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:56.581275] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:56.617440] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:56.617547] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:56.617594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:56.617624] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:56.620669] [DEBUG] [FORECASTER] G: Forecast T+1@11:T+2@11: DOWN (p=8.05%)
[2025-10-13T23:55:56.620928] [INFO ] [FORECASTER] Completed predict_future for G
[2025-10-13T23:55:56.621052] [INFO ] [sig       ] G: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:56.758224] [INFO ] [LOCAL     ] Saved forecast: G	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/G.txt
[2025-10-13T23:55:56.758411] [INFO ] [sig       ] [736/1810] Completed G in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:56.758453] [INFO ] [sig       ] [737/1810] Forecasting GAB...
[2025-10-13T23:55:56.758483] [INFO ] [sig       ] Generating forecast for: GAB
[2025-10-13T23:55:56.758514] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAB' from 'https://tdm.silogroup.org/data/derivative_storage/GAB.csv'.
[2025-10-13T23:55:56.766626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAB'.
[2025-10-13T23:55:56.766906] [INFO ] [FORECASTER] Starting predict_future for GAB
[2025-10-13T23:55:56.791234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:56.791949] [DEBUG] [LOCAL     ] No optimal features file found for GAB: ./output/feature-sets/GAB.txt
[2025-10-13T23:55:56.792002] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:56.792036] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:56.792063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:56.792119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:56.808841] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:56.809351] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:56.809433] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:56.809466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:56.844089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:56.844162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:56.844196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:56.844225] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:56.847153] [DEBUG] [FORECASTER] GAB: Forecast T+1@11:T+2@11: UP (p=94.33%)
[2025-10-13T23:55:56.847396] [INFO ] [FORECASTER] Completed predict_future for GAB
[2025-10-13T23:55:56.847551] [INFO ] [sig       ] GAB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:56.985333] [INFO ] [LOCAL     ] Saved forecast: GAB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GAB.txt
[2025-10-13T23:55:56.985518] [INFO ] [sig       ] [737/1810] Completed GAB in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:56.985559] [INFO ] [sig       ] [738/1810] Forecasting GAM...
[2025-10-13T23:55:56.985590] [INFO ] [sig       ] Generating forecast for: GAM
[2025-10-13T23:55:56.985631] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAM' from 'https://tdm.silogroup.org/data/derivative_storage/GAM.csv'.
[2025-10-13T23:55:56.993174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAM'.
[2025-10-13T23:55:56.993422] [INFO ] [FORECASTER] Starting predict_future for GAM
[2025-10-13T23:55:57.017813] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:57.018464] [DEBUG] [LOCAL     ] No optimal features file found for GAM: ./output/feature-sets/GAM.txt
[2025-10-13T23:55:57.018549] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:57.018589] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:57.018618] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:57.018700] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:57.035526] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:57.036075] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:57.036154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:57.036188] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:57.074255] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:57.074335] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:57.074371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:57.074400] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:57.077397] [DEBUG] [FORECASTER] GAM: Forecast T+1@11:T+2@11: UP (p=94.98%)
[2025-10-13T23:55:57.077693] [INFO ] [FORECASTER] Completed predict_future for GAM
[2025-10-13T23:55:57.077829] [INFO ] [sig       ] GAM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:57.215498] [INFO ] [LOCAL     ] Saved forecast: GAM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GAM.txt
[2025-10-13T23:55:57.215702] [INFO ] [sig       ] [738/1810] Completed GAM in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:57.215762] [INFO ] [sig       ] [739/1810] Forecasting GAP...
[2025-10-13T23:55:57.215794] [INFO ] [sig       ] Generating forecast for: GAP
[2025-10-13T23:55:57.215827] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GAP' from 'https://tdm.silogroup.org/data/derivative_storage/GAP.csv'.
[2025-10-13T23:55:57.223704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GAP'.
[2025-10-13T23:55:57.223967] [INFO ] [FORECASTER] Starting predict_future for GAP
[2025-10-13T23:55:57.248530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:57.249299] [DEBUG] [LOCAL     ] No optimal features file found for GAP: ./output/feature-sets/GAP.txt
[2025-10-13T23:55:57.249354] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:57.249390] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:57.249420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:57.249475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:57.266567] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:57.267441] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:57.267559] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:57.267606] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:57.301497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:57.301692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:57.301753] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:57.301785] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:57.305207] [DEBUG] [FORECASTER] GAP: Forecast T+1@11:T+2@11: UP (p=55.13%)
[2025-10-13T23:55:57.305521] [INFO ] [FORECASTER] Completed predict_future for GAP
[2025-10-13T23:55:57.305694] [INFO ] [sig       ] GAP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:57.445948] [INFO ] [LOCAL     ] Saved forecast: GAP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GAP.txt
[2025-10-13T23:55:57.446192] [INFO ] [sig       ] [739/1810] Completed GAP in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:57.446236] [INFO ] [sig       ] [740/1810] Forecasting GATX...
[2025-10-13T23:55:57.446266] [INFO ] [sig       ] Generating forecast for: GATX
[2025-10-13T23:55:57.446298] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GATX' from 'https://tdm.silogroup.org/data/derivative_storage/GATX.csv'.
[2025-10-13T23:55:57.454704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GATX'.
[2025-10-13T23:55:57.455056] [INFO ] [FORECASTER] Starting predict_future for GATX
[2025-10-13T23:55:57.479851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:57.480624] [DEBUG] [LOCAL     ] No optimal features file found for GATX: ./output/feature-sets/GATX.txt
[2025-10-13T23:55:57.480706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:57.480749] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:57.480778] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:57.480835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:57.497943] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:57.498841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:57.498927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:57.498961] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:57.536144] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:57.536245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:57.536282] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:57.536311] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:57.539429] [DEBUG] [FORECASTER] GATX: Forecast T+1@11:T+2@11: DOWN (p=7.86%)
[2025-10-13T23:55:57.539710] [INFO ] [FORECASTER] Completed predict_future for GATX
[2025-10-13T23:55:57.539848] [INFO ] [sig       ] GATX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:57.679164] [INFO ] [LOCAL     ] Saved forecast: GATX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GATX.txt
[2025-10-13T23:55:57.679376] [INFO ] [sig       ] [740/1810] Completed GATX in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:57.679420] [INFO ] [sig       ] [741/1810] Forecasting GBAB...
[2025-10-13T23:55:57.679451] [INFO ] [sig       ] Generating forecast for: GBAB
[2025-10-13T23:55:57.679482] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBAB' from 'https://tdm.silogroup.org/data/derivative_storage/GBAB.csv'.
[2025-10-13T23:55:57.688146] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GBAB'.
[2025-10-13T23:55:57.688403] [INFO ] [FORECASTER] Starting predict_future for GBAB
[2025-10-13T23:55:57.712974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:57.713628] [DEBUG] [LOCAL     ] No optimal features file found for GBAB: ./output/feature-sets/GBAB.txt
[2025-10-13T23:55:57.713706] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:57.713746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:57.713775] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:57.713831] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:57.731356] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:57.732287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:57.732420] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:57.732483] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:57.770343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:57.770536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:57.770584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:57.770615] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:57.774240] [DEBUG] [FORECASTER] GBAB: Forecast T+1@11:T+2@11: DOWN (p=28.38%)
[2025-10-13T23:55:57.774526] [INFO ] [FORECASTER] Completed predict_future for GBAB
[2025-10-13T23:55:57.774698] [INFO ] [sig       ] GBAB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:57.925208] [INFO ] [LOCAL     ] Saved forecast: GBAB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GBAB.txt
[2025-10-13T23:55:57.925499] [INFO ] [sig       ] [741/1810] Completed GBAB in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:57.925545] [INFO ] [sig       ] [742/1810] Forecasting GBCI...
[2025-10-13T23:55:57.925576] [INFO ] [sig       ] Generating forecast for: GBCI
[2025-10-13T23:55:57.925609] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBCI' from 'https://tdm.silogroup.org/data/derivative_storage/GBCI.csv'.
[2025-10-13T23:55:57.934473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBCI'.
[2025-10-13T23:55:57.934780] [INFO ] [FORECASTER] Starting predict_future for GBCI
[2025-10-13T23:55:57.959586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:57.960281] [DEBUG] [LOCAL     ] No optimal features file found for GBCI: ./output/feature-sets/GBCI.txt
[2025-10-13T23:55:57.960336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:57.960850] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:57.960919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:57.960991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:57.978146] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:57.978817] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:57.978900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:57.978936] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:58.022083] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:58.022231] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:58.022272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:58.022301] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:58.025709] [DEBUG] [FORECASTER] GBCI: Forecast T+1@11:T+2@11: DOWN (p=2.08%)
[2025-10-13T23:55:58.025982] [INFO ] [FORECASTER] Completed predict_future for GBCI
[2025-10-13T23:55:58.026126] [INFO ] [sig       ] GBCI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:58.167267] [INFO ] [LOCAL     ] Saved forecast: GBCI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GBCI.txt
[2025-10-13T23:55:58.167529] [INFO ] [sig       ] [742/1810] Completed GBCI in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:58.167590] [INFO ] [sig       ] [743/1810] Forecasting GBTG...
[2025-10-13T23:55:58.167623] [INFO ] [sig       ] Generating forecast for: GBTG
[2025-10-13T23:55:58.167691] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBTG' from 'https://tdm.silogroup.org/data/derivative_storage/GBTG.csv'.
[2025-10-13T23:55:58.176452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBTG'.
[2025-10-13T23:55:58.176749] [INFO ] [FORECASTER] Starting predict_future for GBTG
[2025-10-13T23:55:58.202346] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:58.203167] [DEBUG] [LOCAL     ] No optimal features file found for GBTG: ./output/feature-sets/GBTG.txt
[2025-10-13T23:55:58.203240] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:58.203275] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:58.203305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:58.203363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:58.220422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:58.221018] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:58.221098] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:58.221131] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:58.263343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:58.263423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:58.263458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:58.263486] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:58.266519] [DEBUG] [FORECASTER] GBTG: Forecast T+1@11:T+2@11: DOWN (p=33.31%)
[2025-10-13T23:55:58.266808] [INFO ] [FORECASTER] Completed predict_future for GBTG
[2025-10-13T23:55:58.266942] [INFO ] [sig       ] GBTG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:58.404368] [INFO ] [LOCAL     ] Saved forecast: GBTG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GBTG.txt
[2025-10-13T23:55:58.404597] [INFO ] [sig       ] [743/1810] Completed GBTG in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:58.404638] [INFO ] [sig       ] [744/1810] Forecasting GBX...
[2025-10-13T23:55:58.404715] [INFO ] [sig       ] Generating forecast for: GBX
[2025-10-13T23:55:58.404751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GBX' from 'https://tdm.silogroup.org/data/derivative_storage/GBX.csv'.
[2025-10-13T23:55:58.414559] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GBX'.
[2025-10-13T23:55:58.414926] [INFO ] [FORECASTER] Starting predict_future for GBX
[2025-10-13T23:55:58.439887] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:58.440550] [DEBUG] [LOCAL     ] No optimal features file found for GBX: ./output/feature-sets/GBX.txt
[2025-10-13T23:55:58.440604] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:58.440637] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:58.440709] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:58.440772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:58.457794] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:58.458367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:58.458445] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:58.458478] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:58.490219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:58.490298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:58.490335] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:58.490363] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:58.494908] [DEBUG] [FORECASTER] GBX: Forecast T+1@11:T+2@11: UP (p=91.39%)
[2025-10-13T23:55:58.495151] [INFO ] [FORECASTER] Completed predict_future for GBX
[2025-10-13T23:55:58.495272] [INFO ] [sig       ] GBX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:58.634767] [INFO ] [LOCAL     ] Saved forecast: GBX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GBX.txt
[2025-10-13T23:55:58.634960] [INFO ] [sig       ] [744/1810] Completed GBX in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:58.635001] [INFO ] [sig       ] [745/1810] Forecasting GCI...
[2025-10-13T23:55:58.635031] [INFO ] [sig       ] Generating forecast for: GCI
[2025-10-13T23:55:58.635073] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCI' from 'https://tdm.silogroup.org/data/derivative_storage/GCI.csv'.
[2025-10-13T23:55:58.643869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCI'.
[2025-10-13T23:55:58.644153] [INFO ] [FORECASTER] Starting predict_future for GCI
[2025-10-13T23:55:58.668598] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:58.669309] [DEBUG] [LOCAL     ] No optimal features file found for GCI: ./output/feature-sets/GCI.txt
[2025-10-13T23:55:58.669363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:58.669396] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:58.669423] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:58.669479] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:58.686289] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:58.686858] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:58.686937] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:58.686969] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:58.718997] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:58.719073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:58.719107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:58.719136] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:58.722123] [DEBUG] [FORECASTER] GCI: Forecast T+1@11:T+2@11: DOWN (p=43.43%)
[2025-10-13T23:55:58.722366] [INFO ] [FORECASTER] Completed predict_future for GCI
[2025-10-13T23:55:58.722484] [INFO ] [sig       ] GCI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:58.862488] [INFO ] [LOCAL     ] Saved forecast: GCI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GCI.txt
[2025-10-13T23:55:58.862751] [INFO ] [sig       ] [745/1810] Completed GCI in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:58.862812] [INFO ] [sig       ] [746/1810] Forecasting GCTS...
[2025-10-13T23:55:58.862846] [INFO ] [sig       ] Generating forecast for: GCTS
[2025-10-13T23:55:58.862878] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCTS' from 'https://tdm.silogroup.org/data/derivative_storage/GCTS.csv'.
[2025-10-13T23:55:58.872257] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCTS'.
[2025-10-13T23:55:58.872526] [INFO ] [FORECASTER] Starting predict_future for GCTS
[2025-10-13T23:55:58.896989] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:58.897738] [DEBUG] [LOCAL     ] No optimal features file found for GCTS: ./output/feature-sets/GCTS.txt
[2025-10-13T23:55:58.897794] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:58.897828] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:58.897856] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:58.897912] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:58.914612] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:58.915182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:58.915262] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:58.915295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:58.951661] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:58.951766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:58.951805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:58.951834] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:58.954901] [DEBUG] [FORECASTER] GCTS: Forecast T+1@11:T+2@11: UP (p=72.85%)
[2025-10-13T23:55:58.955175] [INFO ] [FORECASTER] Completed predict_future for GCTS
[2025-10-13T23:55:58.955304] [INFO ] [sig       ] GCTS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:59.094832] [INFO ] [LOCAL     ] Saved forecast: GCTS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GCTS.txt
[2025-10-13T23:55:59.095064] [INFO ] [sig       ] [746/1810] Completed GCTS in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:59.095106] [INFO ] [sig       ] [747/1810] Forecasting GCV...
[2025-10-13T23:55:59.095137] [INFO ] [sig       ] Generating forecast for: GCV
[2025-10-13T23:55:59.095170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GCV' from 'https://tdm.silogroup.org/data/derivative_storage/GCV.csv'.
[2025-10-13T23:55:59.103530] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GCV'.
[2025-10-13T23:55:59.103818] [INFO ] [FORECASTER] Starting predict_future for GCV
[2025-10-13T23:55:59.128507] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:59.129229] [DEBUG] [LOCAL     ] No optimal features file found for GCV: ./output/feature-sets/GCV.txt
[2025-10-13T23:55:59.129284] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:59.129317] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:59.129347] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:59.129403] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:59.146559] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:59.147133] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:59.147212] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:59.147246] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:59.180557] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:59.180666] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:59.180723] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:59.180755] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:59.183809] [DEBUG] [FORECASTER] GCV: Forecast T+1@11:T+2@11: DOWN (p=35.50%)
[2025-10-13T23:55:59.184055] [INFO ] [FORECASTER] Completed predict_future for GCV
[2025-10-13T23:55:59.184179] [INFO ] [sig       ] GCV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:55:59.324163] [INFO ] [LOCAL     ] Saved forecast: GCV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GCV.txt
[2025-10-13T23:55:59.324375] [INFO ] [sig       ] [747/1810] Completed GCV in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:59.324458] [INFO ] [sig       ] [748/1810] Forecasting GD...
[2025-10-13T23:55:59.324497] [INFO ] [sig       ] Generating forecast for: GD
[2025-10-13T23:55:59.324530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GD' from 'https://tdm.silogroup.org/data/derivative_storage/GD.csv'.
[2025-10-13T23:55:59.332593] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GD'.
[2025-10-13T23:55:59.332909] [INFO ] [FORECASTER] Starting predict_future for GD
[2025-10-13T23:55:59.357533] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:59.358256] [DEBUG] [LOCAL     ] No optimal features file found for GD: ./output/feature-sets/GD.txt
[2025-10-13T23:55:59.358311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:59.358344] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:59.358372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:59.358428] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:59.375252] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:59.375821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:59.375900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:59.375952] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:59.412805] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:59.412900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:59.412936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:59.412965] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:59.416014] [DEBUG] [FORECASTER] GD: Forecast T+1@11:T+2@11: UP (p=82.57%)
[2025-10-13T23:55:59.416262] [INFO ] [FORECASTER] Completed predict_future for GD
[2025-10-13T23:55:59.416393] [INFO ] [sig       ] GD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:59.555819] [INFO ] [LOCAL     ] Saved forecast: GD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GD.txt
[2025-10-13T23:55:59.556054] [INFO ] [sig       ] [748/1810] Completed GD in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:59.556104] [INFO ] [sig       ] [749/1810] Forecasting GDDY...
[2025-10-13T23:55:59.556136] [INFO ] [sig       ] Generating forecast for: GDDY
[2025-10-13T23:55:59.556168] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDDY' from 'https://tdm.silogroup.org/data/derivative_storage/GDDY.csv'.
[2025-10-13T23:55:59.565539] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDDY'.
[2025-10-13T23:55:59.565816] [INFO ] [FORECASTER] Starting predict_future for GDDY
[2025-10-13T23:55:59.590836] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:59.591560] [DEBUG] [LOCAL     ] No optimal features file found for GDDY: ./output/feature-sets/GDDY.txt
[2025-10-13T23:55:59.591615] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:59.591677] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:59.591725] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:59.591786] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:59.608541] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:59.609129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:59.609209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:59.609243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:59.644891] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:59.645013] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:59.645051] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:59.645080] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:59.648416] [DEBUG] [FORECASTER] GDDY: Forecast T+1@11:T+2@11: UP (p=65.74%)
[2025-10-13T23:55:59.648710] [INFO ] [FORECASTER] Completed predict_future for GDDY
[2025-10-13T23:55:59.648852] [INFO ] [sig       ] GDDY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:55:59.788277] [INFO ] [LOCAL     ] Saved forecast: GDDY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GDDY.txt
[2025-10-13T23:55:59.788489] [INFO ] [sig       ] [749/1810] Completed GDDY in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:55:59.788534] [INFO ] [sig       ] [750/1810] Forecasting GDL...
[2025-10-13T23:55:59.788565] [INFO ] [sig       ] Generating forecast for: GDL
[2025-10-13T23:55:59.788597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDL' from 'https://tdm.silogroup.org/data/derivative_storage/GDL.csv'.
[2025-10-13T23:55:59.796870] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'GDL'.
[2025-10-13T23:55:59.797130] [INFO ] [FORECASTER] Starting predict_future for GDL
[2025-10-13T23:55:59.821785] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:55:59.822510] [DEBUG] [LOCAL     ] No optimal features file found for GDL: ./output/feature-sets/GDL.txt
[2025-10-13T23:55:59.822585] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:55:59.822621] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:55:59.822679] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:55:59.822757] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:55:59.839852] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:55:59.840383] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:55:59.840464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:55:59.840499] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:55:59.874062] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:55:59.874177] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:55:59.874214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:55:59.874243] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:55:59.877358] [DEBUG] [FORECASTER] GDL: Forecast T+1@11:T+2@11: DOWN (p=1.39%)
[2025-10-13T23:55:59.877679] [INFO ] [FORECASTER] Completed predict_future for GDL
[2025-10-13T23:55:59.877827] [INFO ] [sig       ] GDL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:00.018230] [INFO ] [LOCAL     ] Saved forecast: GDL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GDL.txt
[2025-10-13T23:56:00.018480] [INFO ] [sig       ] [750/1810] Completed GDL in 0.2s | 4.15 sym/s | Total: 3.0m | ETA: 4.3m
[2025-10-13T23:56:00.018523] [INFO ] [sig       ] [751/1810] Forecasting GDO...
[2025-10-13T23:56:00.018555] [INFO ] [sig       ] Generating forecast for: GDO
[2025-10-13T23:56:00.018590] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDO' from 'https://tdm.silogroup.org/data/derivative_storage/GDO.csv'.
[2025-10-13T23:56:00.026861] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDO'.
[2025-10-13T23:56:00.027125] [INFO ] [FORECASTER] Starting predict_future for GDO
[2025-10-13T23:56:00.052071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:00.052868] [DEBUG] [LOCAL     ] No optimal features file found for GDO: ./output/feature-sets/GDO.txt
[2025-10-13T23:56:00.052924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:00.052958] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:00.052987] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:00.053045] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:00.069980] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:00.070511] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:00.070589] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:00.070622] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:00.105344] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:00.105456] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:00.105495] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:00.105528] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:00.108747] [DEBUG] [FORECASTER] GDO: Forecast T+1@11:T+2@11: UP (p=99.32%)
[2025-10-13T23:56:00.109005] [INFO ] [FORECASTER] Completed predict_future for GDO
[2025-10-13T23:56:00.109138] [INFO ] [sig       ] GDO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:00.252254] [INFO ] [LOCAL     ] Saved forecast: GDO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GDO.txt
[2025-10-13T23:56:00.252495] [INFO ] [sig       ] [751/1810] Completed GDO in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:00.252538] [INFO ] [sig       ] [752/1810] Forecasting GDOT...
[2025-10-13T23:56:00.252569] [INFO ] [sig       ] Generating forecast for: GDOT
[2025-10-13T23:56:00.252602] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDOT' from 'https://tdm.silogroup.org/data/derivative_storage/GDOT.csv'.
[2025-10-13T23:56:00.261552] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDOT'.
[2025-10-13T23:56:00.261857] [INFO ] [FORECASTER] Starting predict_future for GDOT
[2025-10-13T23:56:00.286310] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:00.287054] [DEBUG] [LOCAL     ] No optimal features file found for GDOT: ./output/feature-sets/GDOT.txt
[2025-10-13T23:56:00.287110] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:00.287144] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:00.287173] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:00.287234] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:00.304538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:00.305110] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:00.305189] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:00.305222] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:00.339173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:00.339285] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:00.339322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:00.339352] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:00.342546] [DEBUG] [FORECASTER] GDOT: Forecast T+1@11:T+2@11: DOWN (p=27.68%)
[2025-10-13T23:56:00.342833] [INFO ] [FORECASTER] Completed predict_future for GDOT
[2025-10-13T23:56:00.342967] [INFO ] [sig       ] GDOT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:00.482476] [INFO ] [LOCAL     ] Saved forecast: GDOT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GDOT.txt
[2025-10-13T23:56:00.482714] [INFO ] [sig       ] [752/1810] Completed GDOT in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:00.482774] [INFO ] [sig       ] [753/1810] Forecasting GDV...
[2025-10-13T23:56:00.482807] [INFO ] [sig       ] Generating forecast for: GDV
[2025-10-13T23:56:00.482839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GDV' from 'https://tdm.silogroup.org/data/derivative_storage/GDV.csv'.
[2025-10-13T23:56:00.491322] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GDV'.
[2025-10-13T23:56:00.491611] [INFO ] [FORECASTER] Starting predict_future for GDV
[2025-10-13T23:56:00.516236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:00.516969] [DEBUG] [LOCAL     ] No optimal features file found for GDV: ./output/feature-sets/GDV.txt
[2025-10-13T23:56:00.517024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:00.517057] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:00.517086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:00.517143] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:00.534304] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:00.534912] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:00.534993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:00.535027] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:00.568679] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:00.568793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:00.568830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:00.568860] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:00.572033] [DEBUG] [FORECASTER] GDV: Forecast T+1@11:T+2@11: UP (p=62.20%)
[2025-10-13T23:56:00.572289] [INFO ] [FORECASTER] Completed predict_future for GDV
[2025-10-13T23:56:00.572439] [INFO ] [sig       ] GDV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:00.712180] [INFO ] [LOCAL     ] Saved forecast: GDV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GDV.txt
[2025-10-13T23:56:00.712406] [INFO ] [sig       ] [753/1810] Completed GDV in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:00.712448] [INFO ] [sig       ] [754/1810] Forecasting GE...
[2025-10-13T23:56:00.712479] [INFO ] [sig       ] Generating forecast for: GE
[2025-10-13T23:56:00.712512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GE' from 'https://tdm.silogroup.org/data/derivative_storage/GE.csv'.
[2025-10-13T23:56:00.721370] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GE'.
[2025-10-13T23:56:00.721686] [INFO ] [FORECASTER] Starting predict_future for GE
[2025-10-13T23:56:00.746271] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:00.747032] [DEBUG] [LOCAL     ] No optimal features file found for GE: ./output/feature-sets/GE.txt
[2025-10-13T23:56:00.747088] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:00.747122] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:00.747150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:00.747255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:00.764285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:00.764945] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:00.765025] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:00.765059] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:00.801822] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:00.801954] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:00.801993] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:00.802023] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:00.805263] [DEBUG] [FORECASTER] GE: Forecast T+1@11:T+2@11: UP (p=84.11%)
[2025-10-13T23:56:00.805526] [INFO ] [FORECASTER] Completed predict_future for GE
[2025-10-13T23:56:00.805681] [INFO ] [sig       ] GE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:00.946568] [INFO ] [LOCAL     ] Saved forecast: GE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GE.txt
[2025-10-13T23:56:00.946841] [INFO ] [sig       ] [754/1810] Completed GE in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:00.946901] [INFO ] [sig       ] [755/1810] Forecasting GEF...
[2025-10-13T23:56:00.946935] [INFO ] [sig       ] Generating forecast for: GEF
[2025-10-13T23:56:00.946968] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEF' from 'https://tdm.silogroup.org/data/derivative_storage/GEF.csv'.
[2025-10-13T23:56:00.956042] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEF'.
[2025-10-13T23:56:00.956432] [INFO ] [FORECASTER] Starting predict_future for GEF
[2025-10-13T23:56:00.981988] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:00.982796] [DEBUG] [LOCAL     ] No optimal features file found for GEF: ./output/feature-sets/GEF.txt
[2025-10-13T23:56:00.982854] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:00.982890] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:00.982921] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:00.982980] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:01.001934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:01.002727] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:01.002813] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:01.002850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:01.040767] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:01.040947] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:01.040992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:01.041024] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:01.044598] [DEBUG] [FORECASTER] GEF: Forecast T+1@11:T+2@11: DOWN (p=14.92%)
[2025-10-13T23:56:01.044918] [INFO ] [FORECASTER] Completed predict_future for GEF
[2025-10-13T23:56:01.045063] [INFO ] [sig       ] GEF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:01.192338] [INFO ] [LOCAL     ] Saved forecast: GEF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GEF.txt
[2025-10-13T23:56:01.192587] [INFO ] [sig       ] [755/1810] Completed GEF in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:01.192633] [INFO ] [sig       ] [756/1810] Forecasting GEL...
[2025-10-13T23:56:01.192713] [INFO ] [sig       ] Generating forecast for: GEL
[2025-10-13T23:56:01.192756] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEL' from 'https://tdm.silogroup.org/data/derivative_storage/GEL.csv'.
[2025-10-13T23:56:01.201601] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEL'.
[2025-10-13T23:56:01.201903] [INFO ] [FORECASTER] Starting predict_future for GEL
[2025-10-13T23:56:01.228191] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:01.228999] [DEBUG] [LOCAL     ] No optimal features file found for GEL: ./output/feature-sets/GEL.txt
[2025-10-13T23:56:01.229055] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:01.229093] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:01.229123] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:01.229182] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:01.247066] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:01.248036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:01.248143] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:01.248178] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:01.282828] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:01.283020] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:01.283063] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:01.283095] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:01.287107] [DEBUG] [FORECASTER] GEL: Forecast T+1@11:T+2@11: UP (p=95.76%)
[2025-10-13T23:56:01.287625] [INFO ] [FORECASTER] Completed predict_future for GEL
[2025-10-13T23:56:01.287860] [INFO ] [sig       ] GEL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:01.439471] [INFO ] [LOCAL     ] Saved forecast: GEL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GEL.txt
[2025-10-13T23:56:01.439760] [INFO ] [sig       ] [756/1810] Completed GEL in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:01.439826] [INFO ] [sig       ] [757/1810] Forecasting GENI...
[2025-10-13T23:56:01.439861] [INFO ] [sig       ] Generating forecast for: GENI
[2025-10-13T23:56:01.439897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GENI' from 'https://tdm.silogroup.org/data/derivative_storage/GENI.csv'.
[2025-10-13T23:56:01.449771] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GENI'.
[2025-10-13T23:56:01.450141] [INFO ] [FORECASTER] Starting predict_future for GENI
[2025-10-13T23:56:01.476370] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:01.477458] [DEBUG] [LOCAL     ] No optimal features file found for GENI: ./output/feature-sets/GENI.txt
[2025-10-13T23:56:01.477569] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:01.477687] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:01.477750] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:01.477840] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:01.497449] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:01.498365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:01.498453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:01.498490] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:01.533104] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:01.533276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:01.533359] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:01.533391] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:01.538726] [DEBUG] [FORECASTER] GENI: Forecast T+1@11:T+2@11: DOWN (p=35.24%)
[2025-10-13T23:56:01.539044] [INFO ] [FORECASTER] Completed predict_future for GENI
[2025-10-13T23:56:01.539184] [INFO ] [sig       ] GENI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:01.681269] [INFO ] [LOCAL     ] Saved forecast: GENI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GENI.txt
[2025-10-13T23:56:01.681478] [INFO ] [sig       ] [757/1810] Completed GENI in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:01.681528] [INFO ] [sig       ] [758/1810] Forecasting GEO...
[2025-10-13T23:56:01.681559] [INFO ] [sig       ] Generating forecast for: GEO
[2025-10-13T23:56:01.681591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEO' from 'https://tdm.silogroup.org/data/derivative_storage/GEO.csv'.
[2025-10-13T23:56:01.690668] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEO'.
[2025-10-13T23:56:01.690951] [INFO ] [FORECASTER] Starting predict_future for GEO
[2025-10-13T23:56:01.720050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:01.721046] [DEBUG] [LOCAL     ] No optimal features file found for GEO: ./output/feature-sets/GEO.txt
[2025-10-13T23:56:01.721102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:01.721135] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:01.721165] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:01.721222] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:01.740024] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:01.740779] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:01.740861] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:01.740894] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:01.779762] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:01.779889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:01.779928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:01.779959] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:01.783208] [DEBUG] [FORECASTER] GEO: Forecast T+1@11:T+2@11: DOWN (p=6.79%)
[2025-10-13T23:56:01.783465] [INFO ] [FORECASTER] Completed predict_future for GEO
[2025-10-13T23:56:01.783595] [INFO ] [sig       ] GEO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:01.930389] [INFO ] [LOCAL     ] Saved forecast: GEO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GEO.txt
[2025-10-13T23:56:01.930673] [INFO ] [sig       ] [758/1810] Completed GEO in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:01.930736] [INFO ] [sig       ] [759/1810] Forecasting GES...
[2025-10-13T23:56:01.930772] [INFO ] [sig       ] Generating forecast for: GES
[2025-10-13T23:56:01.930807] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GES' from 'https://tdm.silogroup.org/data/derivative_storage/GES.csv'.
[2025-10-13T23:56:01.942429] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GES'.
[2025-10-13T23:56:01.942773] [INFO ] [FORECASTER] Starting predict_future for GES
[2025-10-13T23:56:01.968505] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:01.969194] [DEBUG] [LOCAL     ] No optimal features file found for GES: ./output/feature-sets/GES.txt
[2025-10-13T23:56:01.969249] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:01.969283] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:01.969311] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:01.969367] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:01.986446] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:01.987041] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:01.987125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:01.987158] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:02.018600] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:02.018698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:02.018746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:02.018776] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:02.021696] [DEBUG] [FORECASTER] GES: Forecast T+1@11:T+2@11: UP (p=71.01%)
[2025-10-13T23:56:02.021945] [INFO ] [FORECASTER] Completed predict_future for GES
[2025-10-13T23:56:02.022065] [INFO ] [sig       ] GES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:02.165198] [INFO ] [LOCAL     ] Saved forecast: GES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GES.txt
[2025-10-13T23:56:02.165420] [INFO ] [sig       ] [759/1810] Completed GES in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:02.165462] [INFO ] [sig       ] [760/1810] Forecasting GETY...
[2025-10-13T23:56:02.165491] [INFO ] [sig       ] Generating forecast for: GETY
[2025-10-13T23:56:02.165523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GETY' from 'https://tdm.silogroup.org/data/derivative_storage/GETY.csv'.
[2025-10-13T23:56:02.173877] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GETY'.
[2025-10-13T23:56:02.174150] [INFO ] [FORECASTER] Starting predict_future for GETY
[2025-10-13T23:56:02.198530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:02.199239] [DEBUG] [LOCAL     ] No optimal features file found for GETY: ./output/feature-sets/GETY.txt
[2025-10-13T23:56:02.199292] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:02.199325] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:02.199354] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:02.199411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:02.216204] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:02.216925] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:02.217009] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:02.217042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:02.248569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:02.248736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:02.248787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:02.248817] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:02.252082] [DEBUG] [FORECASTER] GETY: Forecast T+1@11:T+2@11: UP (p=55.85%)
[2025-10-13T23:56:02.252344] [INFO ] [FORECASTER] Completed predict_future for GETY
[2025-10-13T23:56:02.252469] [INFO ] [sig       ] GETY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:02.390817] [INFO ] [LOCAL     ] Saved forecast: GETY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GETY.txt
[2025-10-13T23:56:02.391104] [INFO ] [sig       ] [760/1810] Completed GETY in 0.2s | 4.16 sym/s | Total: 3.0m | ETA: 4.2m
[2025-10-13T23:56:02.391151] [INFO ] [sig       ] [761/1810] Forecasting GEV...
[2025-10-13T23:56:02.391182] [INFO ] [sig       ] Generating forecast for: GEV
[2025-10-13T23:56:02.391214] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GEV' from 'https://tdm.silogroup.org/data/derivative_storage/GEV.csv'.
[2025-10-13T23:56:02.399398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GEV'.
[2025-10-13T23:56:02.399731] [INFO ] [FORECASTER] Starting predict_future for GEV
[2025-10-13T23:56:02.424146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:02.424869] [DEBUG] [LOCAL     ] No optimal features file found for GEV: ./output/feature-sets/GEV.txt
[2025-10-13T23:56:02.424924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:02.424956] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:02.424985] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:02.425041] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:02.442232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:02.442790] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:02.442869] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:02.442902] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:02.474468] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:02.474541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:02.474576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:02.474604] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:02.477612] [DEBUG] [FORECASTER] GEV: Forecast T+1@11:T+2@11: DOWN (p=30.30%)
[2025-10-13T23:56:02.477891] [INFO ] [FORECASTER] Completed predict_future for GEV
[2025-10-13T23:56:02.478014] [INFO ] [sig       ] GEV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:02.616132] [INFO ] [LOCAL     ] Saved forecast: GEV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GEV.txt
[2025-10-13T23:56:02.616317] [INFO ] [sig       ] [761/1810] Completed GEV in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:02.616360] [INFO ] [sig       ] [762/1810] Forecasting GF...
[2025-10-13T23:56:02.616391] [INFO ] [sig       ] Generating forecast for: GF
[2025-10-13T23:56:02.616422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GF' from 'https://tdm.silogroup.org/data/derivative_storage/GF.csv'.
[2025-10-13T23:56:02.624422] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GF'.
[2025-10-13T23:56:02.624698] [INFO ] [FORECASTER] Starting predict_future for GF
[2025-10-13T23:56:02.649086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:02.649786] [DEBUG] [LOCAL     ] No optimal features file found for GF: ./output/feature-sets/GF.txt
[2025-10-13T23:56:02.649841] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:02.649874] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:02.649902] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:02.649958] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:02.666777] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:02.667293] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:02.667372] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:02.667405] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:02.699078] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:02.699170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:02.699207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:02.699236] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:02.702211] [DEBUG] [FORECASTER] GF: Forecast T+1@11:T+2@11: DOWN (p=44.40%)
[2025-10-13T23:56:02.702455] [INFO ] [FORECASTER] Completed predict_future for GF
[2025-10-13T23:56:02.702577] [INFO ] [sig       ] GF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:02.840797] [INFO ] [LOCAL     ] Saved forecast: GF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GF.txt
[2025-10-13T23:56:02.841024] [INFO ] [sig       ] [762/1810] Completed GF in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:02.841066] [INFO ] [sig       ] [763/1810] Forecasting GFF...
[2025-10-13T23:56:02.841116] [INFO ] [sig       ] Generating forecast for: GFF
[2025-10-13T23:56:02.841165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFF' from 'https://tdm.silogroup.org/data/derivative_storage/GFF.csv'.
[2025-10-13T23:56:02.850105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFF'.
[2025-10-13T23:56:02.850464] [INFO ] [FORECASTER] Starting predict_future for GFF
[2025-10-13T23:56:02.875293] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:02.876026] [DEBUG] [LOCAL     ] No optimal features file found for GFF: ./output/feature-sets/GFF.txt
[2025-10-13T23:56:02.876080] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:02.876114] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:02.876142] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:02.876198] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:02.893274] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:02.893852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:02.893932] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:02.893965] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:02.929702] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:02.929818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:02.929856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:02.929885] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:02.933067] [DEBUG] [FORECASTER] GFF: Forecast T+1@11:T+2@11: UP (p=67.23%)
[2025-10-13T23:56:02.933362] [INFO ] [FORECASTER] Completed predict_future for GFF
[2025-10-13T23:56:02.933508] [INFO ] [sig       ] GFF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:03.075455] [INFO ] [LOCAL     ] Saved forecast: GFF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GFF.txt
[2025-10-13T23:56:03.075726] [INFO ] [sig       ] [763/1810] Completed GFF in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:03.075787] [INFO ] [sig       ] [764/1810] Forecasting GFI...
[2025-10-13T23:56:03.075821] [INFO ] [sig       ] Generating forecast for: GFI
[2025-10-13T23:56:03.075854] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFI' from 'https://tdm.silogroup.org/data/derivative_storage/GFI.csv'.
[2025-10-13T23:56:03.084382] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFI'.
[2025-10-13T23:56:03.084706] [INFO ] [FORECASTER] Starting predict_future for GFI
[2025-10-13T23:56:03.109091] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:03.109777] [DEBUG] [LOCAL     ] No optimal features file found for GFI: ./output/feature-sets/GFI.txt
[2025-10-13T23:56:03.109832] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:03.109881] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:03.109910] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:03.109966] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:03.127171] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:03.127774] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:03.127852] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:03.127886] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:03.163824] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:03.163909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:03.163948] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:03.163978] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:03.167028] [DEBUG] [FORECASTER] GFI: Forecast T+1@11:T+2@11: DOWN (p=4.78%)
[2025-10-13T23:56:03.167275] [INFO ] [FORECASTER] Completed predict_future for GFI
[2025-10-13T23:56:03.167405] [INFO ] [sig       ] GFI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:03.306344] [INFO ] [LOCAL     ] Saved forecast: GFI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GFI.txt
[2025-10-13T23:56:03.306597] [INFO ] [sig       ] [764/1810] Completed GFI in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:03.306663] [INFO ] [sig       ] [765/1810] Forecasting GFL...
[2025-10-13T23:56:03.306720] [INFO ] [sig       ] Generating forecast for: GFL
[2025-10-13T23:56:03.306756] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFL' from 'https://tdm.silogroup.org/data/derivative_storage/GFL.csv'.
[2025-10-13T23:56:03.315956] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GFL'.
[2025-10-13T23:56:03.316279] [INFO ] [FORECASTER] Starting predict_future for GFL
[2025-10-13T23:56:03.341038] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:03.341773] [DEBUG] [LOCAL     ] No optimal features file found for GFL: ./output/feature-sets/GFL.txt
[2025-10-13T23:56:03.341829] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:03.341864] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:03.341892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:03.341950] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:03.358974] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:03.359495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:03.359576] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:03.359609] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:03.397116] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:03.397193] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:03.397228] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:03.397258] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:03.400273] [DEBUG] [FORECASTER] GFL: Forecast T+1@11:T+2@11: DOWN (p=28.40%)
[2025-10-13T23:56:03.400519] [INFO ] [FORECASTER] Completed predict_future for GFL
[2025-10-13T23:56:03.400677] [INFO ] [sig       ] GFL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:03.539087] [INFO ] [LOCAL     ] Saved forecast: GFL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GFL.txt
[2025-10-13T23:56:03.539299] [INFO ] [sig       ] [765/1810] Completed GFL in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:03.539340] [INFO ] [sig       ] [766/1810] Forecasting GFR...
[2025-10-13T23:56:03.539369] [INFO ] [sig       ] Generating forecast for: GFR
[2025-10-13T23:56:03.539401] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GFR' from 'https://tdm.silogroup.org/data/derivative_storage/GFR.csv'.
[2025-10-13T23:56:03.548420] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'GFR'.
[2025-10-13T23:56:03.548776] [INFO ] [FORECASTER] Starting predict_future for GFR
[2025-10-13T23:56:03.573571] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:03.574252] [DEBUG] [LOCAL     ] No optimal features file found for GFR: ./output/feature-sets/GFR.txt
[2025-10-13T23:56:03.574307] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:03.574340] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:03.574367] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:03.574426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:03.591447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:03.592012] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:03.592094] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:03.592128] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:03.627575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:03.627674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:03.627727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:03.627758] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:03.630785] [DEBUG] [FORECASTER] GFR: Forecast T+1@11:T+2@11: DOWN (p=34.72%)
[2025-10-13T23:56:03.631029] [INFO ] [FORECASTER] Completed predict_future for GFR
[2025-10-13T23:56:03.631163] [INFO ] [sig       ] GFR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:03.769818] [INFO ] [LOCAL     ] Saved forecast: GFR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GFR.txt
[2025-10-13T23:56:03.770028] [INFO ] [sig       ] [766/1810] Completed GFR in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:03.770069] [INFO ] [sig       ] [767/1810] Forecasting GGB...
[2025-10-13T23:56:03.770098] [INFO ] [sig       ] Generating forecast for: GGB
[2025-10-13T23:56:03.770129] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGB' from 'https://tdm.silogroup.org/data/derivative_storage/GGB.csv'.
[2025-10-13T23:56:03.779460] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGB'.
[2025-10-13T23:56:03.779945] [INFO ] [FORECASTER] Starting predict_future for GGB
[2025-10-13T23:56:03.805935] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:03.806755] [DEBUG] [LOCAL     ] No optimal features file found for GGB: ./output/feature-sets/GGB.txt
[2025-10-13T23:56:03.806811] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:03.806844] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:03.806939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:03.807007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:03.824687] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:03.825628] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:03.825748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:03.825787] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:03.860978] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:03.861167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:03.861211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:03.861241] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:03.864866] [DEBUG] [FORECASTER] GGB: Forecast T+1@11:T+2@11: DOWN (p=25.57%)
[2025-10-13T23:56:03.865202] [INFO ] [FORECASTER] Completed predict_future for GGB
[2025-10-13T23:56:03.865348] [INFO ] [sig       ] GGB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:04.008615] [INFO ] [LOCAL     ] Saved forecast: GGB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GGB.txt
[2025-10-13T23:56:04.008865] [INFO ] [sig       ] [767/1810] Completed GGB in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:04.008912] [INFO ] [sig       ] [768/1810] Forecasting GGG...
[2025-10-13T23:56:04.008944] [INFO ] [sig       ] Generating forecast for: GGG
[2025-10-13T23:56:04.008976] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGG' from 'https://tdm.silogroup.org/data/derivative_storage/GGG.csv'.
[2025-10-13T23:56:04.017601] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGG'.
[2025-10-13T23:56:04.017891] [INFO ] [FORECASTER] Starting predict_future for GGG
[2025-10-13T23:56:04.042523] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:04.043226] [DEBUG] [LOCAL     ] No optimal features file found for GGG: ./output/feature-sets/GGG.txt
[2025-10-13T23:56:04.043287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:04.043322] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:04.043350] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:04.043406] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:04.060505] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:04.061070] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:04.061152] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:04.061185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:04.100425] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:04.100553] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:04.100609] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:04.100663] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:04.104088] [DEBUG] [FORECASTER] GGG: Forecast T+1@11:T+2@11: UP (p=79.12%)
[2025-10-13T23:56:04.104431] [INFO ] [FORECASTER] Completed predict_future for GGG
[2025-10-13T23:56:04.104594] [INFO ] [sig       ] GGG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:04.246189] [INFO ] [LOCAL     ] Saved forecast: GGG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GGG.txt
[2025-10-13T23:56:04.246482] [INFO ] [sig       ] [768/1810] Completed GGG in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:04.246543] [INFO ] [sig       ] [769/1810] Forecasting GGT...
[2025-10-13T23:56:04.246577] [INFO ] [sig       ] Generating forecast for: GGT
[2025-10-13T23:56:04.246624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGT' from 'https://tdm.silogroup.org/data/derivative_storage/GGT.csv'.
[2025-10-13T23:56:04.256594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GGT'.
[2025-10-13T23:56:04.256908] [INFO ] [FORECASTER] Starting predict_future for GGT
[2025-10-13T23:56:04.281318] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:04.282047] [DEBUG] [LOCAL     ] No optimal features file found for GGT: ./output/feature-sets/GGT.txt
[2025-10-13T23:56:04.282102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:04.282135] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:04.282163] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:04.282220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:04.299990] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:04.300538] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:04.300619] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:04.300687] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:04.333795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:04.333877] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:04.333935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:04.333965] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:04.336932] [DEBUG] [FORECASTER] GGT: Forecast T+1@11:T+2@11: DOWN (p=21.92%)
[2025-10-13T23:56:04.337180] [INFO ] [FORECASTER] Completed predict_future for GGT
[2025-10-13T23:56:04.337310] [INFO ] [sig       ] GGT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:04.476954] [INFO ] [LOCAL     ] Saved forecast: GGT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GGT.txt
[2025-10-13T23:56:04.477152] [INFO ] [sig       ] [769/1810] Completed GGT in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:04.477195] [INFO ] [sig       ] [770/1810] Forecasting GGZ...
[2025-10-13T23:56:04.477227] [INFO ] [sig       ] Generating forecast for: GGZ
[2025-10-13T23:56:04.477261] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GGZ' from 'https://tdm.silogroup.org/data/derivative_storage/GGZ.csv'.
[2025-10-13T23:56:04.486773] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GGZ'.
[2025-10-13T23:56:04.487108] [INFO ] [FORECASTER] Starting predict_future for GGZ
[2025-10-13T23:56:04.512357] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:04.513171] [DEBUG] [LOCAL     ] No optimal features file found for GGZ: ./output/feature-sets/GGZ.txt
[2025-10-13T23:56:04.513227] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:04.513261] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:04.513289] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:04.513346] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:04.530249] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:04.530891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:04.530975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:04.531008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:04.566840] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:04.567027] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:04.567069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:04.567098] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:04.572231] [DEBUG] [FORECASTER] GGZ: Forecast T+1@11:T+2@11: UP (p=95.59%)
[2025-10-13T23:56:04.572499] [INFO ] [FORECASTER] Completed predict_future for GGZ
[2025-10-13T23:56:04.572631] [INFO ] [sig       ] GGZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:04.710296] [INFO ] [LOCAL     ] Saved forecast: GGZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GGZ.txt
[2025-10-13T23:56:04.710479] [INFO ] [sig       ] [770/1810] Completed GGZ in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:04.710521] [INFO ] [sig       ] [771/1810] Forecasting GHC...
[2025-10-13T23:56:04.710551] [INFO ] [sig       ] Generating forecast for: GHC
[2025-10-13T23:56:04.710584] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHC' from 'https://tdm.silogroup.org/data/derivative_storage/GHC.csv'.
[2025-10-13T23:56:04.721191] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GHC'.
[2025-10-13T23:56:04.721617] [INFO ] [FORECASTER] Starting predict_future for GHC
[2025-10-13T23:56:04.747848] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:04.748515] [DEBUG] [LOCAL     ] No optimal features file found for GHC: ./output/feature-sets/GHC.txt
[2025-10-13T23:56:04.748569] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:04.748603] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:04.748707] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:04.748789] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:04.766335] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:04.766974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:04.767057] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:04.767093] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:04.807578] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:04.807815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:04.807874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:04.807912] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:04.812592] [DEBUG] [FORECASTER] GHC: Forecast T+1@11:T+2@11: UP (p=77.77%)
[2025-10-13T23:56:04.812964] [INFO ] [FORECASTER] Completed predict_future for GHC
[2025-10-13T23:56:04.813136] [INFO ] [sig       ] GHC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:04.958580] [INFO ] [LOCAL     ] Saved forecast: GHC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GHC.txt
[2025-10-13T23:56:04.958862] [INFO ] [sig       ] [771/1810] Completed GHC in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:04.958919] [INFO ] [sig       ] [772/1810] Forecasting GHG...
[2025-10-13T23:56:04.958952] [INFO ] [sig       ] Generating forecast for: GHG
[2025-10-13T23:56:04.958985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHG' from 'https://tdm.silogroup.org/data/derivative_storage/GHG.csv'.
[2025-10-13T23:56:04.967625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHG'.
[2025-10-13T23:56:04.967917] [INFO ] [FORECASTER] Starting predict_future for GHG
[2025-10-13T23:56:04.992506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:04.993192] [DEBUG] [LOCAL     ] No optimal features file found for GHG: ./output/feature-sets/GHG.txt
[2025-10-13T23:56:04.993246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:04.993279] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:04.993308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:04.993364] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:05.010287] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:05.010879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:05.010959] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:05.010993] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:05.047593] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:05.047704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:05.047751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:05.047782] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:05.051050] [DEBUG] [FORECASTER] GHG: Forecast T+1@11:T+2@11: DOWN (p=37.73%)
[2025-10-13T23:56:05.051305] [INFO ] [FORECASTER] Completed predict_future for GHG
[2025-10-13T23:56:05.051436] [INFO ] [sig       ] GHG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:05.190563] [INFO ] [LOCAL     ] Saved forecast: GHG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GHG.txt
[2025-10-13T23:56:05.190830] [INFO ] [sig       ] [772/1810] Completed GHG in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:05.190890] [INFO ] [sig       ] [773/1810] Forecasting GHI...
[2025-10-13T23:56:05.190923] [INFO ] [sig       ] Generating forecast for: GHI
[2025-10-13T23:56:05.190971] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHI' from 'https://tdm.silogroup.org/data/derivative_storage/GHI.csv'.
[2025-10-13T23:56:05.200784] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHI'.
[2025-10-13T23:56:05.201200] [INFO ] [FORECASTER] Starting predict_future for GHI
[2025-10-13T23:56:05.226266] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:05.227099] [DEBUG] [LOCAL     ] No optimal features file found for GHI: ./output/feature-sets/GHI.txt
[2025-10-13T23:56:05.227158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:05.227194] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:05.227223] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:05.227280] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:05.244386] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:05.245086] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:05.245170] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:05.245205] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:05.281333] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:05.281516] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:05.281560] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:05.281591] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:05.285080] [DEBUG] [FORECASTER] GHI: Forecast T+1@11:T+2@11: UP (p=97.52%)
[2025-10-13T23:56:05.285350] [INFO ] [FORECASTER] Completed predict_future for GHI
[2025-10-13T23:56:05.285490] [INFO ] [sig       ] GHI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:05.445434] [INFO ] [LOCAL     ] Saved forecast: GHI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GHI.txt
[2025-10-13T23:56:05.445758] [INFO ] [sig       ] [773/1810] Completed GHI in 0.3s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:05.445820] [INFO ] [sig       ] [774/1810] Forecasting GHLD...
[2025-10-13T23:56:05.445853] [INFO ] [sig       ] Generating forecast for: GHLD
[2025-10-13T23:56:05.445886] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHLD' from 'https://tdm.silogroup.org/data/derivative_storage/GHLD.csv'.
[2025-10-13T23:56:05.454813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHLD'.
[2025-10-13T23:56:05.455142] [INFO ] [FORECASTER] Starting predict_future for GHLD
[2025-10-13T23:56:05.479693] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:05.480351] [DEBUG] [LOCAL     ] No optimal features file found for GHLD: ./output/feature-sets/GHLD.txt
[2025-10-13T23:56:05.480404] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:05.480437] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:05.480465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:05.480522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:05.497536] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:05.498102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:05.498181] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:05.498216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:05.533138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:05.533236] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:05.533272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:05.533301] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:05.536335] [DEBUG] [FORECASTER] GHLD: Forecast T+1@11:T+2@11: UP (p=76.23%)
[2025-10-13T23:56:05.536586] [INFO ] [FORECASTER] Completed predict_future for GHLD
[2025-10-13T23:56:05.536751] [INFO ] [sig       ] GHLD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:05.675004] [INFO ] [LOCAL     ] Saved forecast: GHLD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GHLD.txt
[2025-10-13T23:56:05.675242] [INFO ] [sig       ] [774/1810] Completed GHLD in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.2m
[2025-10-13T23:56:05.675285] [INFO ] [sig       ] [775/1810] Forecasting GHM...
[2025-10-13T23:56:05.675323] [INFO ] [sig       ] Generating forecast for: GHM
[2025-10-13T23:56:05.675356] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHM' from 'https://tdm.silogroup.org/data/derivative_storage/GHM.csv'.
[2025-10-13T23:56:05.684455] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHM'.
[2025-10-13T23:56:05.684812] [INFO ] [FORECASTER] Starting predict_future for GHM
[2025-10-13T23:56:05.709530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:05.710210] [DEBUG] [LOCAL     ] No optimal features file found for GHM: ./output/feature-sets/GHM.txt
[2025-10-13T23:56:05.710265] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:05.710298] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:05.710326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:05.710382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:05.727312] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:05.727920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:05.728001] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:05.728035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:05.764014] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:05.764092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:05.764127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:05.764157] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:05.767128] [DEBUG] [FORECASTER] GHM: Forecast T+1@11:T+2@11: DOWN (p=3.04%)
[2025-10-13T23:56:05.767374] [INFO ] [FORECASTER] Completed predict_future for GHM
[2025-10-13T23:56:05.767532] [INFO ] [sig       ] GHM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:05.906014] [INFO ] [LOCAL     ] Saved forecast: GHM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GHM.txt
[2025-10-13T23:56:05.906206] [INFO ] [sig       ] [775/1810] Completed GHM in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:05.906247] [INFO ] [sig       ] [776/1810] Forecasting GHY...
[2025-10-13T23:56:05.906277] [INFO ] [sig       ] Generating forecast for: GHY
[2025-10-13T23:56:05.906309] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GHY' from 'https://tdm.silogroup.org/data/derivative_storage/GHY.csv'.
[2025-10-13T23:56:05.915567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GHY'.
[2025-10-13T23:56:05.915858] [INFO ] [FORECASTER] Starting predict_future for GHY
[2025-10-13T23:56:05.940195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:05.940907] [DEBUG] [LOCAL     ] No optimal features file found for GHY: ./output/feature-sets/GHY.txt
[2025-10-13T23:56:05.940961] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:05.940995] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:05.941022] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:05.941078] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:05.962626] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:05.964185] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:05.964278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:05.964331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:05.999632] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:05.999730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:05.999921] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:05.999971] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:06.003179] [DEBUG] [FORECASTER] GHY: Forecast T+1@11:T+2@11: UP (p=52.62%)
[2025-10-13T23:56:06.003533] [INFO ] [FORECASTER] Completed predict_future for GHY
[2025-10-13T23:56:06.003706] [INFO ] [sig       ] GHY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:06.145100] [INFO ] [LOCAL     ] Saved forecast: GHY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GHY.txt
[2025-10-13T23:56:06.145380] [INFO ] [sig       ] [776/1810] Completed GHY in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:06.145442] [INFO ] [sig       ] [777/1810] Forecasting GIB...
[2025-10-13T23:56:06.145477] [INFO ] [sig       ] Generating forecast for: GIB
[2025-10-13T23:56:06.145523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIB' from 'https://tdm.silogroup.org/data/derivative_storage/GIB.csv'.
[2025-10-13T23:56:06.157505] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIB'.
[2025-10-13T23:56:06.157934] [INFO ] [FORECASTER] Starting predict_future for GIB
[2025-10-13T23:56:06.182518] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:06.183239] [DEBUG] [LOCAL     ] No optimal features file found for GIB: ./output/feature-sets/GIB.txt
[2025-10-13T23:56:06.183294] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:06.183328] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:06.183357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:06.183414] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:06.200506] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:06.201405] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:06.201492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:06.201526] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:06.237786] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:06.237964] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:06.238008] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:06.238037] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:06.241444] [DEBUG] [FORECASTER] GIB: Forecast T+1@11:T+2@11: DOWN (p=27.92%)
[2025-10-13T23:56:06.241752] [INFO ] [FORECASTER] Completed predict_future for GIB
[2025-10-13T23:56:06.241889] [INFO ] [sig       ] GIB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:06.381163] [INFO ] [LOCAL     ] Saved forecast: GIB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GIB.txt
[2025-10-13T23:56:06.381394] [INFO ] [sig       ] [777/1810] Completed GIB in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:06.381436] [INFO ] [sig       ] [778/1810] Forecasting GIC...
[2025-10-13T23:56:06.381467] [INFO ] [sig       ] Generating forecast for: GIC
[2025-10-13T23:56:06.381499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIC' from 'https://tdm.silogroup.org/data/derivative_storage/GIC.csv'.
[2025-10-13T23:56:06.390778] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIC'.
[2025-10-13T23:56:06.391104] [INFO ] [FORECASTER] Starting predict_future for GIC
[2025-10-13T23:56:06.415960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:06.416718] [DEBUG] [LOCAL     ] No optimal features file found for GIC: ./output/feature-sets/GIC.txt
[2025-10-13T23:56:06.416777] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:06.416812] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:06.416841] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:06.416918] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:06.433920] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:06.434812] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:06.434900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:06.434935] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:06.470531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:06.470745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:06.470801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:06.470833] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:06.474435] [DEBUG] [FORECASTER] GIC: Forecast T+1@11:T+2@11: DOWN (p=8.73%)
[2025-10-13T23:56:06.474839] [INFO ] [FORECASTER] Completed predict_future for GIC
[2025-10-13T23:56:06.474995] [INFO ] [sig       ] GIC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:06.614419] [INFO ] [LOCAL     ] Saved forecast: GIC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GIC.txt
[2025-10-13T23:56:06.614699] [INFO ] [sig       ] [778/1810] Completed GIC in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:06.614760] [INFO ] [sig       ] [779/1810] Forecasting GIL...
[2025-10-13T23:56:06.614796] [INFO ] [sig       ] Generating forecast for: GIL
[2025-10-13T23:56:06.614828] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIL' from 'https://tdm.silogroup.org/data/derivative_storage/GIL.csv'.
[2025-10-13T23:56:06.623709] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIL'.
[2025-10-13T23:56:06.624125] [INFO ] [FORECASTER] Starting predict_future for GIL
[2025-10-13T23:56:06.648760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:06.649435] [DEBUG] [LOCAL     ] No optimal features file found for GIL: ./output/feature-sets/GIL.txt
[2025-10-13T23:56:06.649489] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:06.649521] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:06.649551] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:06.649608] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:06.666757] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:06.667328] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:06.667405] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:06.667439] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:06.705177] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:06.705263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:06.705298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:06.705326] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:06.708373] [DEBUG] [FORECASTER] GIL: Forecast T+1@11:T+2@11: UP (p=74.43%)
[2025-10-13T23:56:06.708621] [INFO ] [FORECASTER] Completed predict_future for GIL
[2025-10-13T23:56:06.708787] [INFO ] [sig       ] GIL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:06.848619] [INFO ] [LOCAL     ] Saved forecast: GIL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GIL.txt
[2025-10-13T23:56:06.848844] [INFO ] [sig       ] [779/1810] Completed GIL in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:06.848891] [INFO ] [sig       ] [780/1810] Forecasting GIS...
[2025-10-13T23:56:06.848922] [INFO ] [sig       ] Generating forecast for: GIS
[2025-10-13T23:56:06.848954] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GIS' from 'https://tdm.silogroup.org/data/derivative_storage/GIS.csv'.
[2025-10-13T23:56:06.858165] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GIS'.
[2025-10-13T23:56:06.858534] [INFO ] [FORECASTER] Starting predict_future for GIS
[2025-10-13T23:56:06.883276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:06.884028] [DEBUG] [LOCAL     ] No optimal features file found for GIS: ./output/feature-sets/GIS.txt
[2025-10-13T23:56:06.884082] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:06.884161] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:06.884199] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:06.884257] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:06.901060] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:06.901610] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:06.901717] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:06.901761] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:06.937617] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:06.937738] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:06.937782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:06.937813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:06.940861] [DEBUG] [FORECASTER] GIS: Forecast T+1@11:T+2@11: UP (p=68.18%)
[2025-10-13T23:56:06.941115] [INFO ] [FORECASTER] Completed predict_future for GIS
[2025-10-13T23:56:06.941249] [INFO ] [sig       ] GIS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:07.083145] [INFO ] [LOCAL     ] Saved forecast: GIS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GIS.txt
[2025-10-13T23:56:07.083387] [INFO ] [sig       ] [780/1810] Completed GIS in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:07.083430] [INFO ] [sig       ] [781/1810] Forecasting GKOS...
[2025-10-13T23:56:07.083461] [INFO ] [sig       ] Generating forecast for: GKOS
[2025-10-13T23:56:07.083493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GKOS' from 'https://tdm.silogroup.org/data/derivative_storage/GKOS.csv'.
[2025-10-13T23:56:07.092369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GKOS'.
[2025-10-13T23:56:07.092723] [INFO ] [FORECASTER] Starting predict_future for GKOS
[2025-10-13T23:56:07.121011] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:07.121730] [DEBUG] [LOCAL     ] No optimal features file found for GKOS: ./output/feature-sets/GKOS.txt
[2025-10-13T23:56:07.121786] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:07.121819] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:07.121847] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:07.121903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:07.138945] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:07.139515] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:07.139634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:07.139709] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:07.176311] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:07.176490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:07.176534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:07.176564] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:07.180071] [DEBUG] [FORECASTER] GKOS: Forecast T+1@11:T+2@11: UP (p=97.00%)
[2025-10-13T23:56:07.180342] [INFO ] [FORECASTER] Completed predict_future for GKOS
[2025-10-13T23:56:07.180474] [INFO ] [sig       ] GKOS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:07.321515] [INFO ] [LOCAL     ] Saved forecast: GKOS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GKOS.txt
[2025-10-13T23:56:07.321772] [INFO ] [sig       ] [781/1810] Completed GKOS in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:07.321842] [INFO ] [sig       ] [782/1810] Forecasting GL...
[2025-10-13T23:56:07.321877] [INFO ] [sig       ] Generating forecast for: GL
[2025-10-13T23:56:07.321911] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GL' from 'https://tdm.silogroup.org/data/derivative_storage/GL.csv'.
[2025-10-13T23:56:07.331160] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GL'.
[2025-10-13T23:56:07.331427] [INFO ] [FORECASTER] Starting predict_future for GL
[2025-10-13T23:56:07.355809] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:07.356468] [DEBUG] [LOCAL     ] No optimal features file found for GL: ./output/feature-sets/GL.txt
[2025-10-13T23:56:07.356522] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:07.356555] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:07.356583] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:07.356665] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:07.373755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:07.374273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:07.374349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:07.374383] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:07.410009] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:07.410089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:07.410124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:07.410153] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:07.413167] [DEBUG] [FORECASTER] GL: Forecast T+1@11:T+2@11: UP (p=88.00%)
[2025-10-13T23:56:07.413414] [INFO ] [FORECASTER] Completed predict_future for GL
[2025-10-13T23:56:07.413539] [INFO ] [sig       ] GL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:07.553717] [INFO ] [LOCAL     ] Saved forecast: GL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GL.txt
[2025-10-13T23:56:07.553930] [INFO ] [sig       ] [782/1810] Completed GL in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:07.553971] [INFO ] [sig       ] [783/1810] Forecasting GLOB...
[2025-10-13T23:56:07.554002] [INFO ] [sig       ] Generating forecast for: GLOB
[2025-10-13T23:56:07.554034] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLOB' from 'https://tdm.silogroup.org/data/derivative_storage/GLOB.csv'.
[2025-10-13T23:56:07.562697] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLOB'.
[2025-10-13T23:56:07.562968] [INFO ] [FORECASTER] Starting predict_future for GLOB
[2025-10-13T23:56:07.587548] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:07.588247] [DEBUG] [LOCAL     ] No optimal features file found for GLOB: ./output/feature-sets/GLOB.txt
[2025-10-13T23:56:07.588302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:07.588335] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:07.588363] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:07.588420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:07.605473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:07.606048] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:07.606125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:07.606158] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:07.644884] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:07.645059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:07.645102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:07.645156] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:07.648619] [DEBUG] [FORECASTER] GLOB: Forecast T+1@11:T+2@11: UP (p=93.33%)
[2025-10-13T23:56:07.648924] [INFO ] [FORECASTER] Completed predict_future for GLOB
[2025-10-13T23:56:07.649059] [INFO ] [sig       ] GLOB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:07.788219] [INFO ] [LOCAL     ] Saved forecast: GLOB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GLOB.txt
[2025-10-13T23:56:07.788422] [INFO ] [sig       ] [783/1810] Completed GLOB in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:07.788464] [INFO ] [sig       ] [784/1810] Forecasting GLP...
[2025-10-13T23:56:07.788495] [INFO ] [sig       ] Generating forecast for: GLP
[2025-10-13T23:56:07.788527] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLP' from 'https://tdm.silogroup.org/data/derivative_storage/GLP.csv'.
[2025-10-13T23:56:07.796694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLP'.
[2025-10-13T23:56:07.796955] [INFO ] [FORECASTER] Starting predict_future for GLP
[2025-10-13T23:56:07.821339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:07.822075] [DEBUG] [LOCAL     ] No optimal features file found for GLP: ./output/feature-sets/GLP.txt
[2025-10-13T23:56:07.822129] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:07.822163] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:07.822192] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:07.822249] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:07.839549] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:07.840115] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:07.840192] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:07.840226] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:07.876711] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:07.876791] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:07.876827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:07.876856] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:07.879892] [DEBUG] [FORECASTER] GLP: Forecast T+1@11:T+2@11: DOWN (p=14.81%)
[2025-10-13T23:56:07.880139] [INFO ] [FORECASTER] Completed predict_future for GLP
[2025-10-13T23:56:07.880267] [INFO ] [sig       ] GLP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:08.024907] [INFO ] [LOCAL     ] Saved forecast: GLP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GLP.txt
[2025-10-13T23:56:08.025129] [INFO ] [sig       ] [784/1810] Completed GLP in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:08.025185] [INFO ] [sig       ] [785/1810] Forecasting GLW...
[2025-10-13T23:56:08.025218] [INFO ] [sig       ] Generating forecast for: GLW
[2025-10-13T23:56:08.025249] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GLW' from 'https://tdm.silogroup.org/data/derivative_storage/GLW.csv'.
[2025-10-13T23:56:08.035249] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GLW'.
[2025-10-13T23:56:08.035577] [INFO ] [FORECASTER] Starting predict_future for GLW
[2025-10-13T23:56:08.060940] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:08.061589] [DEBUG] [LOCAL     ] No optimal features file found for GLW: ./output/feature-sets/GLW.txt
[2025-10-13T23:56:08.061666] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:08.061722] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:08.061753] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:08.061811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:08.078626] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:08.079279] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:08.079367] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:08.079401] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:08.118035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:08.118110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:08.118145] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:08.118173] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:08.121181] [DEBUG] [FORECASTER] GLW: Forecast T+1@11:T+2@11: UP (p=90.08%)
[2025-10-13T23:56:08.121425] [INFO ] [FORECASTER] Completed predict_future for GLW
[2025-10-13T23:56:08.121557] [INFO ] [sig       ] GLW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:08.259215] [INFO ] [LOCAL     ] Saved forecast: GLW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GLW.txt
[2025-10-13T23:56:08.259421] [INFO ] [sig       ] [785/1810] Completed GLW in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:08.259463] [INFO ] [sig       ] [786/1810] Forecasting GM...
[2025-10-13T23:56:08.259493] [INFO ] [sig       ] Generating forecast for: GM
[2025-10-13T23:56:08.259524] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GM' from 'https://tdm.silogroup.org/data/derivative_storage/GM.csv'.
[2025-10-13T23:56:08.268887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GM'.
[2025-10-13T23:56:08.269184] [INFO ] [FORECASTER] Starting predict_future for GM
[2025-10-13T23:56:08.293762] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:08.294423] [DEBUG] [LOCAL     ] No optimal features file found for GM: ./output/feature-sets/GM.txt
[2025-10-13T23:56:08.294478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:08.294512] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:08.294541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:08.294602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:08.311323] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:08.311889] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:08.311971] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:08.312006] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:08.349362] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:08.349437] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:08.349474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:08.349503] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:08.352506] [DEBUG] [FORECASTER] GM: Forecast T+1@11:T+2@11: UP (p=96.38%)
[2025-10-13T23:56:08.352793] [INFO ] [FORECASTER] Completed predict_future for GM
[2025-10-13T23:56:08.352953] [INFO ] [sig       ] GM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:08.493626] [INFO ] [LOCAL     ] Saved forecast: GM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GM.txt
[2025-10-13T23:56:08.493890] [INFO ] [sig       ] [786/1810] Completed GM in 0.2s | 4.16 sym/s | Total: 3.1m | ETA: 4.1m
[2025-10-13T23:56:08.493935] [INFO ] [sig       ] [787/1810] Forecasting GME...
[2025-10-13T23:56:08.493966] [INFO ] [sig       ] Generating forecast for: GME
[2025-10-13T23:56:08.493998] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GME' from 'https://tdm.silogroup.org/data/derivative_storage/GME.csv'.
[2025-10-13T23:56:08.503013] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GME'.
[2025-10-13T23:56:08.503371] [INFO ] [FORECASTER] Starting predict_future for GME
[2025-10-13T23:56:08.528630] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:08.529451] [DEBUG] [LOCAL     ] No optimal features file found for GME: ./output/feature-sets/GME.txt
[2025-10-13T23:56:08.529506] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:08.529540] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:08.529569] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:08.529625] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:08.546846] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:08.547810] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:08.547897] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:08.547931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:08.584666] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:08.584757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:08.584795] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:08.584824] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:08.587858] [DEBUG] [FORECASTER] GME: Forecast T+1@11:T+2@11: UP (p=95.69%)
[2025-10-13T23:56:08.588108] [INFO ] [FORECASTER] Completed predict_future for GME
[2025-10-13T23:56:08.588241] [INFO ] [sig       ] GME: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:08.729516] [INFO ] [LOCAL     ] Saved forecast: GME	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GME.txt
[2025-10-13T23:56:08.729789] [INFO ] [sig       ] [787/1810] Completed GME in 0.2s | 4.16 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:08.729850] [INFO ] [sig       ] [788/1810] Forecasting GMED...
[2025-10-13T23:56:08.729883] [INFO ] [sig       ] Generating forecast for: GMED
[2025-10-13T23:56:08.729916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GMED' from 'https://tdm.silogroup.org/data/derivative_storage/GMED.csv'.
[2025-10-13T23:56:08.739305] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GMED'.
[2025-10-13T23:56:08.739674] [INFO ] [FORECASTER] Starting predict_future for GMED
[2025-10-13T23:56:08.764307] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:08.765031] [DEBUG] [LOCAL     ] No optimal features file found for GMED: ./output/feature-sets/GMED.txt
[2025-10-13T23:56:08.765086] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:08.765119] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:08.765147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:08.765204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:08.782291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:08.782857] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:08.782937] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:08.782970] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:08.819084] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:08.819170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:08.819206] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:08.819234] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:08.822234] [DEBUG] [FORECASTER] GMED: Forecast T+1@11:T+2@11: DOWN (p=4.54%)
[2025-10-13T23:56:08.822478] [INFO ] [FORECASTER] Completed predict_future for GMED
[2025-10-13T23:56:08.822608] [INFO ] [sig       ] GMED: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:08.960728] [INFO ] [LOCAL     ] Saved forecast: GMED	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GMED.txt
[2025-10-13T23:56:08.960946] [INFO ] [sig       ] [788/1810] Completed GMED in 0.2s | 4.16 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:08.960997] [INFO ] [sig       ] [789/1810] Forecasting GMRE...
[2025-10-13T23:56:08.961028] [INFO ] [sig       ] Generating forecast for: GMRE
[2025-10-13T23:56:08.961059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GMRE' from 'https://tdm.silogroup.org/data/derivative_storage/GMRE.csv'.
[2025-10-13T23:56:08.970313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GMRE'.
[2025-10-13T23:56:08.970681] [INFO ] [FORECASTER] Starting predict_future for GMRE
[2025-10-13T23:56:08.995748] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:08.996420] [DEBUG] [LOCAL     ] No optimal features file found for GMRE: ./output/feature-sets/GMRE.txt
[2025-10-13T23:56:08.996476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:08.996511] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:08.996539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:08.996597] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:09.014617] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:09.015263] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:09.015345] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:09.015381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:09.053040] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:09.053205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:09.053247] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:09.053279] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:09.056956] [DEBUG] [FORECASTER] GMRE: Forecast T+1@11:T+2@11: UP (p=92.55%)
[2025-10-13T23:56:09.057231] [INFO ] [FORECASTER] Completed predict_future for GMRE
[2025-10-13T23:56:09.057375] [INFO ] [sig       ] GMRE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:09.207858] [INFO ] [LOCAL     ] Saved forecast: GMRE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GMRE.txt
[2025-10-13T23:56:09.208143] [INFO ] [sig       ] [789/1810] Completed GMRE in 0.2s | 4.16 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:09.208190] [INFO ] [sig       ] [790/1810] Forecasting GNE...
[2025-10-13T23:56:09.208222] [INFO ] [sig       ] Generating forecast for: GNE
[2025-10-13T23:56:09.208307] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNE' from 'https://tdm.silogroup.org/data/derivative_storage/GNE.csv'.
[2025-10-13T23:56:09.218880] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNE'.
[2025-10-13T23:56:09.219259] [INFO ] [FORECASTER] Starting predict_future for GNE
[2025-10-13T23:56:09.250200] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:09.251178] [DEBUG] [LOCAL     ] No optimal features file found for GNE: ./output/feature-sets/GNE.txt
[2025-10-13T23:56:09.251235] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:09.251268] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:09.251304] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:09.251414] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:09.269387] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:09.270302] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:09.270388] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:09.270423] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:09.312339] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:09.312549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:09.312621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:09.312728] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:09.317414] [DEBUG] [FORECASTER] GNE: Forecast T+1@11:T+2@11: DOWN (p=16.63%)
[2025-10-13T23:56:09.318067] [INFO ] [FORECASTER] Completed predict_future for GNE
[2025-10-13T23:56:09.318269] [INFO ] [sig       ] GNE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:09.480626] [INFO ] [LOCAL     ] Saved forecast: GNE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GNE.txt
[2025-10-13T23:56:09.480963] [INFO ] [sig       ] [790/1810] Completed GNE in 0.3s | 4.16 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:09.481026] [INFO ] [sig       ] [791/1810] Forecasting GNK...
[2025-10-13T23:56:09.481061] [INFO ] [sig       ] Generating forecast for: GNK
[2025-10-13T23:56:09.481094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNK' from 'https://tdm.silogroup.org/data/derivative_storage/GNK.csv'.
[2025-10-13T23:56:09.493514] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNK'.
[2025-10-13T23:56:09.494089] [INFO ] [FORECASTER] Starting predict_future for GNK
[2025-10-13T23:56:09.532635] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:09.533813] [DEBUG] [LOCAL     ] No optimal features file found for GNK: ./output/feature-sets/GNK.txt
[2025-10-13T23:56:09.533888] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:09.533943] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:09.533992] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:09.534086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:09.561362] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:09.562589] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:09.562734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:09.562800] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:09.614737] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:09.614960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:09.615026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:09.615077] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:09.620594] [DEBUG] [FORECASTER] GNK: Forecast T+1@11:T+2@11: DOWN (p=3.10%)
[2025-10-13T23:56:09.621163] [INFO ] [FORECASTER] Completed predict_future for GNK
[2025-10-13T23:56:09.621369] [INFO ] [sig       ] GNK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:09.818088] [INFO ] [LOCAL     ] Saved forecast: GNK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GNK.txt
[2025-10-13T23:56:09.818404] [INFO ] [sig       ] [791/1810] Completed GNK in 0.3s | 4.16 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:09.818460] [INFO ] [sig       ] [792/1810] Forecasting GNL...
[2025-10-13T23:56:09.818494] [INFO ] [sig       ] Generating forecast for: GNL
[2025-10-13T23:56:09.818527] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNL' from 'https://tdm.silogroup.org/data/derivative_storage/GNL.csv'.
[2025-10-13T23:56:09.831474] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNL'.
[2025-10-13T23:56:09.832037] [INFO ] [FORECASTER] Starting predict_future for GNL
[2025-10-13T23:56:09.867120] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:09.868271] [DEBUG] [LOCAL     ] No optimal features file found for GNL: ./output/feature-sets/GNL.txt
[2025-10-13T23:56:09.868344] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:09.868390] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:09.868427] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:09.868509] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:09.893904] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:09.895149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:09.895274] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:09.895328] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:09.949633] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:09.949888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:09.949959] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:09.950013] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:09.955546] [DEBUG] [FORECASTER] GNL: Forecast T+1@11:T+2@11: UP (p=96.11%)
[2025-10-13T23:56:09.956069] [INFO ] [FORECASTER] Completed predict_future for GNL
[2025-10-13T23:56:09.956281] [INFO ] [sig       ] GNL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:10.173043] [INFO ] [LOCAL     ] Saved forecast: GNL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GNL.txt
[2025-10-13T23:56:10.173324] [INFO ] [sig       ] [792/1810] Completed GNL in 0.4s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:10.173368] [INFO ] [sig       ] [793/1810] Forecasting GNRC...
[2025-10-13T23:56:10.173399] [INFO ] [sig       ] Generating forecast for: GNRC
[2025-10-13T23:56:10.173431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNRC' from 'https://tdm.silogroup.org/data/derivative_storage/GNRC.csv'.
[2025-10-13T23:56:10.182768] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNRC'.
[2025-10-13T23:56:10.183162] [INFO ] [FORECASTER] Starting predict_future for GNRC
[2025-10-13T23:56:10.209319] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:10.210157] [DEBUG] [LOCAL     ] No optimal features file found for GNRC: ./output/feature-sets/GNRC.txt
[2025-10-13T23:56:10.210258] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:10.210299] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:10.210330] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:10.210387] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:10.227597] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:10.228576] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:10.228720] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:10.228781] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:10.276031] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:10.276244] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:10.276313] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:10.276365] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:10.281913] [DEBUG] [FORECASTER] GNRC: Forecast T+1@11:T+2@11: UP (p=94.97%)
[2025-10-13T23:56:10.282351] [INFO ] [FORECASTER] Completed predict_future for GNRC
[2025-10-13T23:56:10.282553] [INFO ] [sig       ] GNRC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:10.461388] [INFO ] [LOCAL     ] Saved forecast: GNRC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GNRC.txt
[2025-10-13T23:56:10.461703] [INFO ] [sig       ] [793/1810] Completed GNRC in 0.3s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:10.461765] [INFO ] [sig       ] [794/1810] Forecasting GNT...
[2025-10-13T23:56:10.461800] [INFO ] [sig       ] Generating forecast for: GNT
[2025-10-13T23:56:10.461843] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNT' from 'https://tdm.silogroup.org/data/derivative_storage/GNT.csv'.
[2025-10-13T23:56:10.474713] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNT'.
[2025-10-13T23:56:10.475205] [INFO ] [FORECASTER] Starting predict_future for GNT
[2025-10-13T23:56:10.510894] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:10.512071] [DEBUG] [LOCAL     ] No optimal features file found for GNT: ./output/feature-sets/GNT.txt
[2025-10-13T23:56:10.512143] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:10.512185] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:10.512221] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:10.512299] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:10.532127] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:10.532988] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:10.533079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:10.533114] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:10.572365] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:10.572517] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:10.572571] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:10.572604] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:10.576031] [DEBUG] [FORECASTER] GNT: Forecast T+1@11:T+2@11: DOWN (p=31.66%)
[2025-10-13T23:56:10.576302] [INFO ] [FORECASTER] Completed predict_future for GNT
[2025-10-13T23:56:10.576431] [INFO ] [sig       ] GNT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:10.722052] [INFO ] [LOCAL     ] Saved forecast: GNT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GNT.txt
[2025-10-13T23:56:10.722266] [INFO ] [sig       ] [794/1810] Completed GNT in 0.3s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:10.722309] [INFO ] [sig       ] [795/1810] Forecasting GNW...
[2025-10-13T23:56:10.722341] [INFO ] [sig       ] Generating forecast for: GNW
[2025-10-13T23:56:10.722374] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GNW' from 'https://tdm.silogroup.org/data/derivative_storage/GNW.csv'.
[2025-10-13T23:56:10.731172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GNW'.
[2025-10-13T23:56:10.731471] [INFO ] [FORECASTER] Starting predict_future for GNW
[2025-10-13T23:56:10.758500] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:10.759399] [DEBUG] [LOCAL     ] No optimal features file found for GNW: ./output/feature-sets/GNW.txt
[2025-10-13T23:56:10.759456] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:10.759493] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:10.759522] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:10.759581] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:10.777065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:10.778172] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:10.778380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:10.778418] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:10.816158] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:10.816327] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:10.816369] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:10.816399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:10.819847] [DEBUG] [FORECASTER] GNW: Forecast T+1@11:T+2@11: UP (p=56.57%)
[2025-10-13T23:56:10.820117] [INFO ] [FORECASTER] Completed predict_future for GNW
[2025-10-13T23:56:10.820252] [INFO ] [sig       ] GNW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:10.959359] [INFO ] [LOCAL     ] Saved forecast: GNW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GNW.txt
[2025-10-13T23:56:10.959612] [INFO ] [sig       ] [795/1810] Completed GNW in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:10.959681] [INFO ] [sig       ] [796/1810] Forecasting GOF...
[2025-10-13T23:56:10.959739] [INFO ] [sig       ] Generating forecast for: GOF
[2025-10-13T23:56:10.959775] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOF' from 'https://tdm.silogroup.org/data/derivative_storage/GOF.csv'.
[2025-10-13T23:56:10.968941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOF'.
[2025-10-13T23:56:10.969322] [INFO ] [FORECASTER] Starting predict_future for GOF
[2025-10-13T23:56:10.994114] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:10.994957] [DEBUG] [LOCAL     ] No optimal features file found for GOF: ./output/feature-sets/GOF.txt
[2025-10-13T23:56:10.995013] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:10.995047] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:10.995076] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:10.995133] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:11.012161] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:11.013041] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:11.013176] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:11.013216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:11.046582] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:11.046785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:11.046837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:11.046869] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:11.050411] [DEBUG] [FORECASTER] GOF: Forecast T+1@11:T+2@11: UP (p=77.10%)
[2025-10-13T23:56:11.050755] [INFO ] [FORECASTER] Completed predict_future for GOF
[2025-10-13T23:56:11.050911] [INFO ] [sig       ] GOF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:11.190106] [INFO ] [LOCAL     ] Saved forecast: GOF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GOF.txt
[2025-10-13T23:56:11.190312] [INFO ] [sig       ] [796/1810] Completed GOF in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:11.190353] [INFO ] [sig       ] [797/1810] Forecasting GOLF...
[2025-10-13T23:56:11.190383] [INFO ] [sig       ] Generating forecast for: GOLF
[2025-10-13T23:56:11.190415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOLF' from 'https://tdm.silogroup.org/data/derivative_storage/GOLF.csv'.
[2025-10-13T23:56:11.198904] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOLF'.
[2025-10-13T23:56:11.199179] [INFO ] [FORECASTER] Starting predict_future for GOLF
[2025-10-13T23:56:11.223837] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:11.224507] [DEBUG] [LOCAL     ] No optimal features file found for GOLF: ./output/feature-sets/GOLF.txt
[2025-10-13T23:56:11.224561] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:11.224595] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:11.224624] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:11.224713] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:11.241501] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:11.242082] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:11.242160] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:11.242194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:11.274580] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:11.274680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:11.274738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:11.274776] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:11.277871] [DEBUG] [FORECASTER] GOLF: Forecast T+1@11:T+2@11: DOWN (p=47.15%)
[2025-10-13T23:56:11.278117] [INFO ] [FORECASTER] Completed predict_future for GOLF
[2025-10-13T23:56:11.278244] [INFO ] [sig       ] GOLF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:11.418064] [INFO ] [LOCAL     ] Saved forecast: GOLF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GOLF.txt
[2025-10-13T23:56:11.418277] [INFO ] [sig       ] [797/1810] Completed GOLF in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:11.418318] [INFO ] [sig       ] [798/1810] Forecasting GOOS...
[2025-10-13T23:56:11.418349] [INFO ] [sig       ] Generating forecast for: GOOS
[2025-10-13T23:56:11.418382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOOS' from 'https://tdm.silogroup.org/data/derivative_storage/GOOS.csv'.
[2025-10-13T23:56:11.427091] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOOS'.
[2025-10-13T23:56:11.427357] [INFO ] [FORECASTER] Starting predict_future for GOOS
[2025-10-13T23:56:11.451879] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:11.452554] [DEBUG] [LOCAL     ] No optimal features file found for GOOS: ./output/feature-sets/GOOS.txt
[2025-10-13T23:56:11.452607] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:11.452640] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:11.452715] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:11.452776] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:11.469760] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:11.470274] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:11.470351] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:11.470384] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:11.501818] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:11.501894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:11.501932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:11.501962] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:11.504921] [DEBUG] [FORECASTER] GOOS: Forecast T+1@11:T+2@11: UP (p=76.85%)
[2025-10-13T23:56:11.505164] [INFO ] [FORECASTER] Completed predict_future for GOOS
[2025-10-13T23:56:11.505285] [INFO ] [sig       ] GOOS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:11.645255] [INFO ] [LOCAL     ] Saved forecast: GOOS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GOOS.txt
[2025-10-13T23:56:11.645450] [INFO ] [sig       ] [798/1810] Completed GOOS in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:11.645491] [INFO ] [sig       ] [799/1810] Forecasting GOTU...
[2025-10-13T23:56:11.645521] [INFO ] [sig       ] Generating forecast for: GOTU
[2025-10-13T23:56:11.645553] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GOTU' from 'https://tdm.silogroup.org/data/derivative_storage/GOTU.csv'.
[2025-10-13T23:56:11.655020] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GOTU'.
[2025-10-13T23:56:11.655289] [INFO ] [FORECASTER] Starting predict_future for GOTU
[2025-10-13T23:56:11.680234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:11.680961] [DEBUG] [LOCAL     ] No optimal features file found for GOTU: ./output/feature-sets/GOTU.txt
[2025-10-13T23:56:11.681015] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:11.681047] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:11.681074] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:11.681130] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:11.698051] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:11.698583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:11.698681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:11.698734] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:11.730624] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:11.730724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:11.730766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:11.730796] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:11.736240] [DEBUG] [FORECASTER] GOTU: Forecast T+1@11:T+2@11: DOWN (p=3.88%)
[2025-10-13T23:56:11.736487] [INFO ] [FORECASTER] Completed predict_future for GOTU
[2025-10-13T23:56:11.736606] [INFO ] [sig       ] GOTU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:11.876793] [INFO ] [LOCAL     ] Saved forecast: GOTU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GOTU.txt
[2025-10-13T23:56:11.876983] [INFO ] [sig       ] [799/1810] Completed GOTU in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:11.877025] [INFO ] [sig       ] [800/1810] Forecasting GPC...
[2025-10-13T23:56:11.877055] [INFO ] [sig       ] Generating forecast for: GPC
[2025-10-13T23:56:11.877087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPC' from 'https://tdm.silogroup.org/data/derivative_storage/GPC.csv'.
[2025-10-13T23:56:11.885812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPC'.
[2025-10-13T23:56:11.886085] [INFO ] [FORECASTER] Starting predict_future for GPC
[2025-10-13T23:56:11.911018] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:11.911737] [DEBUG] [LOCAL     ] No optimal features file found for GPC: ./output/feature-sets/GPC.txt
[2025-10-13T23:56:11.911797] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:11.911831] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:11.911859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:11.911916] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:11.929406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:11.929975] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:11.930056] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:11.930089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:11.959764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:11.959853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:11.959890] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:11.959920] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:11.962917] [DEBUG] [FORECASTER] GPC: Forecast T+1@11:T+2@11: UP (p=87.45%)
[2025-10-13T23:56:11.963164] [INFO ] [FORECASTER] Completed predict_future for GPC
[2025-10-13T23:56:11.963284] [INFO ] [sig       ] GPC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:12.161882] [INFO ] [LOCAL     ] Saved forecast: GPC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPC.txt
[2025-10-13T23:56:12.162074] [INFO ] [sig       ] [800/1810] Completed GPC in 0.3s | 4.15 sym/s | Total: 3.2m | ETA: 4.1m
[2025-10-13T23:56:12.162117] [INFO ] [sig       ] [801/1810] Forecasting GPI...
[2025-10-13T23:56:12.162148] [INFO ] [sig       ] Generating forecast for: GPI
[2025-10-13T23:56:12.162180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPI' from 'https://tdm.silogroup.org/data/derivative_storage/GPI.csv'.
[2025-10-13T23:56:12.171020] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPI'.
[2025-10-13T23:56:12.171287] [INFO ] [FORECASTER] Starting predict_future for GPI
[2025-10-13T23:56:12.195879] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:12.196613] [DEBUG] [LOCAL     ] No optimal features file found for GPI: ./output/feature-sets/GPI.txt
[2025-10-13T23:56:12.196693] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:12.196740] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:12.196771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:12.196830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:12.214390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:12.214976] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:12.215057] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:12.215091] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:12.245777] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:12.245963] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:12.246010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:12.246042] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:12.250592] [DEBUG] [FORECASTER] GPI: Forecast T+1@11:T+2@11: UP (p=67.00%)
[2025-10-13T23:56:12.250963] [INFO ] [FORECASTER] Completed predict_future for GPI
[2025-10-13T23:56:12.251131] [INFO ] [sig       ] GPI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:12.401215] [INFO ] [LOCAL     ] Saved forecast: GPI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPI.txt
[2025-10-13T23:56:12.401405] [INFO ] [sig       ] [801/1810] Completed GPI in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:12.401447] [INFO ] [sig       ] [802/1810] Forecasting GPJA...
[2025-10-13T23:56:12.401479] [INFO ] [sig       ] Generating forecast for: GPJA
[2025-10-13T23:56:12.401511] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPJA' from 'https://tdm.silogroup.org/data/derivative_storage/GPJA.csv'.
[2025-10-13T23:56:12.409690] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPJA'.
[2025-10-13T23:56:12.409961] [INFO ] [FORECASTER] Starting predict_future for GPJA
[2025-10-13T23:56:12.434714] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:12.435415] [DEBUG] [LOCAL     ] No optimal features file found for GPJA: ./output/feature-sets/GPJA.txt
[2025-10-13T23:56:12.435474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:12.435509] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:12.435538] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:12.435595] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:12.452865] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:12.453390] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:12.453468] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:12.453501] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:12.484027] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:12.484109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:12.484145] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:12.484174] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:12.487170] [DEBUG] [FORECASTER] GPJA: Forecast T+1@11:T+2@11: UP (p=81.10%)
[2025-10-13T23:56:12.487415] [INFO ] [FORECASTER] Completed predict_future for GPJA
[2025-10-13T23:56:12.487569] [INFO ] [sig       ] GPJA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:12.631824] [INFO ] [LOCAL     ] Saved forecast: GPJA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPJA.txt
[2025-10-13T23:56:12.632015] [INFO ] [sig       ] [802/1810] Completed GPJA in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:12.632096] [INFO ] [sig       ] [803/1810] Forecasting GPK...
[2025-10-13T23:56:12.632146] [INFO ] [sig       ] Generating forecast for: GPK
[2025-10-13T23:56:12.632181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPK' from 'https://tdm.silogroup.org/data/derivative_storage/GPK.csv'.
[2025-10-13T23:56:12.640437] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPK'.
[2025-10-13T23:56:12.640794] [INFO ] [FORECASTER] Starting predict_future for GPK
[2025-10-13T23:56:12.665137] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:12.665879] [DEBUG] [LOCAL     ] No optimal features file found for GPK: ./output/feature-sets/GPK.txt
[2025-10-13T23:56:12.665935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:12.665969] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:12.665997] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:12.666055] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:12.683207] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:12.683900] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:12.683985] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:12.684020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:12.715431] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:12.715596] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:12.715638] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:12.715714] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:12.719096] [DEBUG] [FORECASTER] GPK: Forecast T+1@11:T+2@11: DOWN (p=6.59%)
[2025-10-13T23:56:12.719369] [INFO ] [FORECASTER] Completed predict_future for GPK
[2025-10-13T23:56:12.719497] [INFO ] [sig       ] GPK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:12.860418] [INFO ] [LOCAL     ] Saved forecast: GPK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GPK.txt
[2025-10-13T23:56:12.860635] [INFO ] [sig       ] [803/1810] Completed GPK in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:12.860716] [INFO ] [sig       ] [804/1810] Forecasting GPMT...
[2025-10-13T23:56:12.860753] [INFO ] [sig       ] Generating forecast for: GPMT
[2025-10-13T23:56:12.860785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPMT' from 'https://tdm.silogroup.org/data/derivative_storage/GPMT.csv'.
[2025-10-13T23:56:12.870113] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPMT'.
[2025-10-13T23:56:12.870459] [INFO ] [FORECASTER] Starting predict_future for GPMT
[2025-10-13T23:56:12.894763] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:12.895422] [DEBUG] [LOCAL     ] No optimal features file found for GPMT: ./output/feature-sets/GPMT.txt
[2025-10-13T23:56:12.895476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:12.895510] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:12.895539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:12.895595] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:12.912633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:12.913215] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:12.913294] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:12.913328] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:12.945588] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:12.945793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:12.945844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:12.945876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:12.949294] [DEBUG] [FORECASTER] GPMT: Forecast T+1@11:T+2@11: DOWN (p=28.13%)
[2025-10-13T23:56:12.949557] [INFO ] [FORECASTER] Completed predict_future for GPMT
[2025-10-13T23:56:12.949717] [INFO ] [sig       ] GPMT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:13.089484] [INFO ] [LOCAL     ] Saved forecast: GPMT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GPMT.txt
[2025-10-13T23:56:13.089756] [INFO ] [sig       ] [804/1810] Completed GPMT in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:13.089829] [INFO ] [sig       ] [805/1810] Forecasting GPN...
[2025-10-13T23:56:13.089864] [INFO ] [sig       ] Generating forecast for: GPN
[2025-10-13T23:56:13.089897] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPN' from 'https://tdm.silogroup.org/data/derivative_storage/GPN.csv'.
[2025-10-13T23:56:13.098343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPN'.
[2025-10-13T23:56:13.098689] [INFO ] [FORECASTER] Starting predict_future for GPN
[2025-10-13T23:56:13.124049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:13.124919] [DEBUG] [LOCAL     ] No optimal features file found for GPN: ./output/feature-sets/GPN.txt
[2025-10-13T23:56:13.124977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:13.125012] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:13.125040] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:13.125098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:13.143425] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:13.144277] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:13.144370] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:13.144404] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:13.186161] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:13.186318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:13.186359] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:13.186389] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:13.189781] [DEBUG] [FORECASTER] GPN: Forecast T+1@11:T+2@11: UP (p=57.17%)
[2025-10-13T23:56:13.190049] [INFO ] [FORECASTER] Completed predict_future for GPN
[2025-10-13T23:56:13.190184] [INFO ] [sig       ] GPN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:13.329508] [INFO ] [LOCAL     ] Saved forecast: GPN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPN.txt
[2025-10-13T23:56:13.329812] [INFO ] [sig       ] [805/1810] Completed GPN in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:13.329885] [INFO ] [sig       ] [806/1810] Forecasting GPOR...
[2025-10-13T23:56:13.329942] [INFO ] [sig       ] Generating forecast for: GPOR
[2025-10-13T23:56:13.329989] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPOR' from 'https://tdm.silogroup.org/data/derivative_storage/GPOR.csv'.
[2025-10-13T23:56:13.339240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPOR'.
[2025-10-13T23:56:13.339502] [INFO ] [FORECASTER] Starting predict_future for GPOR
[2025-10-13T23:56:13.364438] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:13.365138] [DEBUG] [LOCAL     ] No optimal features file found for GPOR: ./output/feature-sets/GPOR.txt
[2025-10-13T23:56:13.365194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:13.365227] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:13.365255] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:13.365312] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:13.382835] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:13.383381] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:13.383481] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:13.383517] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:13.418762] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:13.418883] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:13.418923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:13.418954] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:13.422155] [DEBUG] [FORECASTER] GPOR: Forecast T+1@11:T+2@11: UP (p=89.53%)
[2025-10-13T23:56:13.422413] [INFO ] [FORECASTER] Completed predict_future for GPOR
[2025-10-13T23:56:13.422544] [INFO ] [sig       ] GPOR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:13.564805] [INFO ] [LOCAL     ] Saved forecast: GPOR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPOR.txt
[2025-10-13T23:56:13.565074] [INFO ] [sig       ] [806/1810] Completed GPOR in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:13.565117] [INFO ] [sig       ] [807/1810] Forecasting GPRK...
[2025-10-13T23:56:13.565149] [INFO ] [sig       ] Generating forecast for: GPRK
[2025-10-13T23:56:13.565182] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GPRK' from 'https://tdm.silogroup.org/data/derivative_storage/GPRK.csv'.
[2025-10-13T23:56:13.574420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GPRK'.
[2025-10-13T23:56:13.574756] [INFO ] [FORECASTER] Starting predict_future for GPRK
[2025-10-13T23:56:13.599929] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:13.600604] [DEBUG] [LOCAL     ] No optimal features file found for GPRK: ./output/feature-sets/GPRK.txt
[2025-10-13T23:56:13.600681] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:13.600730] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:13.600760] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:13.600817] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:13.617893] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:13.618432] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:13.618514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:13.618547] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:13.657572] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:13.657718] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:13.657771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:13.657801] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:13.661066] [DEBUG] [FORECASTER] GPRK: Forecast T+1@11:T+2@11: UP (p=75.11%)
[2025-10-13T23:56:13.661345] [INFO ] [FORECASTER] Completed predict_future for GPRK
[2025-10-13T23:56:13.661491] [INFO ] [sig       ] GPRK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:13.802209] [INFO ] [LOCAL     ] Saved forecast: GPRK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GPRK.txt
[2025-10-13T23:56:13.802490] [INFO ] [sig       ] [807/1810] Completed GPRK in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:13.802533] [INFO ] [sig       ] [808/1810] Forecasting GRBK...
[2025-10-13T23:56:13.802566] [INFO ] [sig       ] Generating forecast for: GRBK
[2025-10-13T23:56:13.802601] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRBK' from 'https://tdm.silogroup.org/data/derivative_storage/GRBK.csv'.
[2025-10-13T23:56:13.812830] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRBK'.
[2025-10-13T23:56:13.813221] [INFO ] [FORECASTER] Starting predict_future for GRBK
[2025-10-13T23:56:13.838038] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:13.838885] [DEBUG] [LOCAL     ] No optimal features file found for GRBK: ./output/feature-sets/GRBK.txt
[2025-10-13T23:56:13.838943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:13.838980] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:13.839009] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:13.839066] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:13.856694] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:13.857447] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:13.857564] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:13.857610] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:13.896704] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:13.896857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:13.896900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:13.896929] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:13.900334] [DEBUG] [FORECASTER] GRBK: Forecast T+1@11:T+2@11: UP (p=66.42%)
[2025-10-13T23:56:13.900600] [INFO ] [FORECASTER] Completed predict_future for GRBK
[2025-10-13T23:56:13.900783] [INFO ] [sig       ] GRBK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:14.041268] [INFO ] [LOCAL     ] Saved forecast: GRBK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GRBK.txt
[2025-10-13T23:56:14.041484] [INFO ] [sig       ] [808/1810] Completed GRBK in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:14.041526] [INFO ] [sig       ] [809/1810] Forecasting GRC...
[2025-10-13T23:56:14.041557] [INFO ] [sig       ] Generating forecast for: GRC
[2025-10-13T23:56:14.041590] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRC' from 'https://tdm.silogroup.org/data/derivative_storage/GRC.csv'.
[2025-10-13T23:56:14.050922] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRC'.
[2025-10-13T23:56:14.051248] [INFO ] [FORECASTER] Starting predict_future for GRC
[2025-10-13T23:56:14.075935] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:14.076609] [DEBUG] [LOCAL     ] No optimal features file found for GRC: ./output/feature-sets/GRC.txt
[2025-10-13T23:56:14.076688] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:14.076735] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:14.076765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:14.076870] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:14.093950] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:14.094473] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:14.094552] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:14.094586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:14.129595] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:14.129715] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:14.129764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:14.129795] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:14.132855] [DEBUG] [FORECASTER] GRC: Forecast T+1@11:T+2@11: DOWN (p=48.34%)
[2025-10-13T23:56:14.133104] [INFO ] [FORECASTER] Completed predict_future for GRC
[2025-10-13T23:56:14.133234] [INFO ] [sig       ] GRC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:14.272830] [INFO ] [LOCAL     ] Saved forecast: GRC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GRC.txt
[2025-10-13T23:56:14.273038] [INFO ] [sig       ] [809/1810] Completed GRC in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:14.273081] [INFO ] [sig       ] [810/1810] Forecasting GRDN...
[2025-10-13T23:56:14.273121] [INFO ] [sig       ] Generating forecast for: GRDN
[2025-10-13T23:56:14.273155] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRDN' from 'https://tdm.silogroup.org/data/derivative_storage/GRDN.csv'.
[2025-10-13T23:56:14.281797] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GRDN'.
[2025-10-13T23:56:14.282069] [INFO ] [FORECASTER] Starting predict_future for GRDN
[2025-10-13T23:56:14.307369] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:14.308356] [DEBUG] [LOCAL     ] No optimal features file found for GRDN: ./output/feature-sets/GRDN.txt
[2025-10-13T23:56:14.308412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:14.308446] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:14.308474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:14.308530] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:14.326419] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:14.326989] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:14.327067] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:14.327100] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:14.363583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:14.363775] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:14.363827] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:14.363859] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:14.367287] [DEBUG] [FORECASTER] GRDN: Forecast T+1@11:T+2@11: UP (p=94.83%)
[2025-10-13T23:56:14.367598] [INFO ] [FORECASTER] Completed predict_future for GRDN
[2025-10-13T23:56:14.367773] [INFO ] [sig       ] GRDN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:14.510196] [INFO ] [LOCAL     ] Saved forecast: GRDN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GRDN.txt
[2025-10-13T23:56:14.510401] [INFO ] [sig       ] [810/1810] Completed GRDN in 0.2s | 4.15 sym/s | Total: 3.2m | ETA: 4.0m
[2025-10-13T23:56:14.510442] [INFO ] [sig       ] [811/1810] Forecasting GRMN...
[2025-10-13T23:56:14.510473] [INFO ] [sig       ] Generating forecast for: GRMN
[2025-10-13T23:56:14.510506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRMN' from 'https://tdm.silogroup.org/data/derivative_storage/GRMN.csv'.
[2025-10-13T23:56:14.519682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRMN'.
[2025-10-13T23:56:14.520021] [INFO ] [FORECASTER] Starting predict_future for GRMN
[2025-10-13T23:56:14.544849] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:14.545527] [DEBUG] [LOCAL     ] No optimal features file found for GRMN: ./output/feature-sets/GRMN.txt
[2025-10-13T23:56:14.545582] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:14.545616] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:14.545669] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:14.545749] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:14.562562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:14.563127] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:14.563205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:14.563239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:14.596758] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:14.596843] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:14.596879] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:14.596908] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:14.600042] [DEBUG] [FORECASTER] GRMN: Forecast T+1@11:T+2@11: DOWN (p=22.73%)
[2025-10-13T23:56:14.600310] [INFO ] [FORECASTER] Completed predict_future for GRMN
[2025-10-13T23:56:14.600436] [INFO ] [sig       ] GRMN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:14.743234] [INFO ] [LOCAL     ] Saved forecast: GRMN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GRMN.txt
[2025-10-13T23:56:14.743435] [INFO ] [sig       ] [811/1810] Completed GRMN in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:14.743477] [INFO ] [sig       ] [812/1810] Forecasting GRND...
[2025-10-13T23:56:14.743508] [INFO ] [sig       ] Generating forecast for: GRND
[2025-10-13T23:56:14.743542] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRND' from 'https://tdm.silogroup.org/data/derivative_storage/GRND.csv'.
[2025-10-13T23:56:14.752384] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRND'.
[2025-10-13T23:56:14.752680] [INFO ] [FORECASTER] Starting predict_future for GRND
[2025-10-13T23:56:14.777381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:14.778192] [DEBUG] [LOCAL     ] No optimal features file found for GRND: ./output/feature-sets/GRND.txt
[2025-10-13T23:56:14.778248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:14.778282] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:14.778311] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:14.778367] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:14.795482] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:14.796057] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:14.796136] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:14.796169] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:14.830672] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:14.830771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:14.831217] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:14.831256] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:14.835347] [DEBUG] [FORECASTER] GRND: Forecast T+1@11:T+2@11: DOWN (p=5.07%)
[2025-10-13T23:56:14.835612] [INFO ] [FORECASTER] Completed predict_future for GRND
[2025-10-13T23:56:14.835792] [INFO ] [sig       ] GRND: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:14.976698] [INFO ] [LOCAL     ] Saved forecast: GRND	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GRND.txt
[2025-10-13T23:56:14.976907] [INFO ] [sig       ] [812/1810] Completed GRND in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:14.976949] [INFO ] [sig       ] [813/1810] Forecasting GRNT...
[2025-10-13T23:56:14.976980] [INFO ] [sig       ] Generating forecast for: GRNT
[2025-10-13T23:56:14.977013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRNT' from 'https://tdm.silogroup.org/data/derivative_storage/GRNT.csv'.
[2025-10-13T23:56:14.985540] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GRNT'.
[2025-10-13T23:56:14.985848] [INFO ] [FORECASTER] Starting predict_future for GRNT
[2025-10-13T23:56:15.011277] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:15.012034] [DEBUG] [LOCAL     ] No optimal features file found for GRNT: ./output/feature-sets/GRNT.txt
[2025-10-13T23:56:15.012090] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:15.012124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:15.012152] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:15.012213] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:15.029876] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:15.030526] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:15.030609] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:15.030668] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:15.064904] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:15.064988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:15.065023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:15.065052] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:15.068264] [DEBUG] [FORECASTER] GRNT: Forecast T+1@11:T+2@11: UP (p=58.55%)
[2025-10-13T23:56:15.068519] [INFO ] [FORECASTER] Completed predict_future for GRNT
[2025-10-13T23:56:15.068672] [INFO ] [sig       ] GRNT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:15.210270] [INFO ] [LOCAL     ] Saved forecast: GRNT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GRNT.txt
[2025-10-13T23:56:15.210484] [INFO ] [sig       ] [813/1810] Completed GRNT in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:15.210526] [INFO ] [sig       ] [814/1810] Forecasting GROV...
[2025-10-13T23:56:15.210558] [INFO ] [sig       ] Generating forecast for: GROV
[2025-10-13T23:56:15.210591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GROV' from 'https://tdm.silogroup.org/data/derivative_storage/GROV.csv'.
[2025-10-13T23:56:15.219174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GROV'.
[2025-10-13T23:56:15.219435] [INFO ] [FORECASTER] Starting predict_future for GROV
[2025-10-13T23:56:15.243822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:15.244495] [DEBUG] [LOCAL     ] No optimal features file found for GROV: ./output/feature-sets/GROV.txt
[2025-10-13T23:56:15.244549] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:15.244583] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:15.244611] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:15.244688] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:15.261870] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:15.262392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:15.262470] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:15.262503] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:15.294739] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:15.294821] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:15.294860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:15.294890] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:15.297946] [DEBUG] [FORECASTER] GROV: Forecast T+1@11:T+2@11: DOWN (p=20.74%)
[2025-10-13T23:56:15.298193] [INFO ] [FORECASTER] Completed predict_future for GROV
[2025-10-13T23:56:15.298322] [INFO ] [sig       ] GROV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:15.436527] [INFO ] [LOCAL     ] Saved forecast: GROV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GROV.txt
[2025-10-13T23:56:15.436760] [INFO ] [sig       ] [814/1810] Completed GROV in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:15.436821] [INFO ] [sig       ] [815/1810] Forecasting GRX...
[2025-10-13T23:56:15.436859] [INFO ] [sig       ] Generating forecast for: GRX
[2025-10-13T23:56:15.436892] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GRX' from 'https://tdm.silogroup.org/data/derivative_storage/GRX.csv'.
[2025-10-13T23:56:15.446079] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'GRX'.
[2025-10-13T23:56:15.446806] [INFO ] [FORECASTER] Starting predict_future for GRX
[2025-10-13T23:56:15.474787] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:15.475788] [DEBUG] [LOCAL     ] No optimal features file found for GRX: ./output/feature-sets/GRX.txt
[2025-10-13T23:56:15.475857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:15.475892] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:15.475923] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:15.475980] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:15.494169] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:15.495054] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:15.495139] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:15.495174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:15.530075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:15.530261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:15.530303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:15.530334] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:15.533860] [DEBUG] [FORECASTER] GRX: Forecast T+1@11:T+2@11: UP (p=92.68%)
[2025-10-13T23:56:15.534134] [INFO ] [FORECASTER] Completed predict_future for GRX
[2025-10-13T23:56:15.534273] [INFO ] [sig       ] GRX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:15.674539] [INFO ] [LOCAL     ] Saved forecast: GRX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GRX.txt
[2025-10-13T23:56:15.674768] [INFO ] [sig       ] [815/1810] Completed GRX in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:15.674829] [INFO ] [sig       ] [816/1810] Forecasting GS...
[2025-10-13T23:56:15.674862] [INFO ] [sig       ] Generating forecast for: GS
[2025-10-13T23:56:15.674895] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GS' from 'https://tdm.silogroup.org/data/derivative_storage/GS.csv'.
[2025-10-13T23:56:15.683420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GS'.
[2025-10-13T23:56:15.683708] [INFO ] [FORECASTER] Starting predict_future for GS
[2025-10-13T23:56:15.708089] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:15.708785] [DEBUG] [LOCAL     ] No optimal features file found for GS: ./output/feature-sets/GS.txt
[2025-10-13T23:56:15.708840] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:15.708872] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:15.708900] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:15.708955] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:15.725731] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:15.726273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:15.726353] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:15.726390] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:15.762924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:15.763059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:15.763097] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:15.763127] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:15.766357] [DEBUG] [FORECASTER] GS: Forecast T+1@11:T+2@11: DOWN (p=45.98%)
[2025-10-13T23:56:15.766613] [INFO ] [FORECASTER] Completed predict_future for GS
[2025-10-13T23:56:15.766778] [INFO ] [sig       ] GS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:15.905111] [INFO ] [LOCAL     ] Saved forecast: GS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GS.txt
[2025-10-13T23:56:15.905327] [INFO ] [sig       ] [816/1810] Completed GS in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:15.905369] [INFO ] [sig       ] [817/1810] Forecasting GSBD...
[2025-10-13T23:56:15.905410] [INFO ] [sig       ] Generating forecast for: GSBD
[2025-10-13T23:56:15.905444] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSBD' from 'https://tdm.silogroup.org/data/derivative_storage/GSBD.csv'.
[2025-10-13T23:56:15.914167] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSBD'.
[2025-10-13T23:56:15.914438] [INFO ] [FORECASTER] Starting predict_future for GSBD
[2025-10-13T23:56:15.938806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:15.939493] [DEBUG] [LOCAL     ] No optimal features file found for GSBD: ./output/feature-sets/GSBD.txt
[2025-10-13T23:56:15.939547] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:15.939581] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:15.939608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:15.939686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:15.956413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:15.956969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:15.957047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:15.957080] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:15.991447] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:15.991527] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:15.991563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:15.991593] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:15.994602] [DEBUG] [FORECASTER] GSBD: Forecast T+1@11:T+2@11: DOWN (p=43.24%)
[2025-10-13T23:56:15.994877] [INFO ] [FORECASTER] Completed predict_future for GSBD
[2025-10-13T23:56:15.995007] [INFO ] [sig       ] GSBD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:16.133162] [INFO ] [LOCAL     ] Saved forecast: GSBD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GSBD.txt
[2025-10-13T23:56:16.133362] [INFO ] [sig       ] [817/1810] Completed GSBD in 0.2s | 4.16 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:16.133403] [INFO ] [sig       ] [818/1810] Forecasting GSK...
[2025-10-13T23:56:16.133433] [INFO ] [sig       ] Generating forecast for: GSK
[2025-10-13T23:56:16.133466] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSK' from 'https://tdm.silogroup.org/data/derivative_storage/GSK.csv'.
[2025-10-13T23:56:16.141683] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSK'.
[2025-10-13T23:56:16.141938] [INFO ] [FORECASTER] Starting predict_future for GSK
[2025-10-13T23:56:16.166173] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:16.166903] [DEBUG] [LOCAL     ] No optimal features file found for GSK: ./output/feature-sets/GSK.txt
[2025-10-13T23:56:16.166957] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:16.166990] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:16.167019] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:16.167075] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:16.184083] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:16.184605] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:16.184706] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:16.184754] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:16.218388] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:16.218464] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:16.218499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:16.218528] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:16.221485] [DEBUG] [FORECASTER] GSK: Forecast T+1@11:T+2@11: DOWN (p=3.16%)
[2025-10-13T23:56:16.221795] [INFO ] [FORECASTER] Completed predict_future for GSK
[2025-10-13T23:56:16.221924] [INFO ] [sig       ] GSK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:16.361187] [INFO ] [LOCAL     ] Saved forecast: GSK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GSK.txt
[2025-10-13T23:56:16.361390] [INFO ] [sig       ] [818/1810] Completed GSK in 0.2s | 4.16 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:16.361431] [INFO ] [sig       ] [819/1810] Forecasting GSL...
[2025-10-13T23:56:16.361462] [INFO ] [sig       ] Generating forecast for: GSL
[2025-10-13T23:56:16.361494] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GSL' from 'https://tdm.silogroup.org/data/derivative_storage/GSL.csv'.
[2025-10-13T23:56:16.369375] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GSL'.
[2025-10-13T23:56:16.369676] [INFO ] [FORECASTER] Starting predict_future for GSL
[2025-10-13T23:56:16.394135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:16.394837] [DEBUG] [LOCAL     ] No optimal features file found for GSL: ./output/feature-sets/GSL.txt
[2025-10-13T23:56:16.394891] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:16.394924] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:16.394951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:16.395007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:16.411879] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:16.412390] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:16.412467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:16.412500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:16.451504] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:16.451589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:16.451624] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:16.451687] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:16.454739] [DEBUG] [FORECASTER] GSL: Forecast T+1@11:T+2@11: UP (p=64.84%)
[2025-10-13T23:56:16.454988] [INFO ] [FORECASTER] Completed predict_future for GSL
[2025-10-13T23:56:16.455114] [INFO ] [sig       ] GSL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:16.593756] [INFO ] [LOCAL     ] Saved forecast: GSL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GSL.txt
[2025-10-13T23:56:16.593982] [INFO ] [sig       ] [819/1810] Completed GSL in 0.2s | 4.16 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:16.594023] [INFO ] [sig       ] [820/1810] Forecasting GTES...
[2025-10-13T23:56:16.594054] [INFO ] [sig       ] Generating forecast for: GTES
[2025-10-13T23:56:16.594086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTES' from 'https://tdm.silogroup.org/data/derivative_storage/GTES.csv'.
[2025-10-13T23:56:16.604751] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTES'.
[2025-10-13T23:56:16.605254] [INFO ] [FORECASTER] Starting predict_future for GTES
[2025-10-13T23:56:16.631921] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:16.632767] [DEBUG] [LOCAL     ] No optimal features file found for GTES: ./output/feature-sets/GTES.txt
[2025-10-13T23:56:16.632825] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:16.632860] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:16.632890] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:16.632948] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:16.650371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:16.651112] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:16.651237] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:16.651273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:16.693510] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:16.693784] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:16.693845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:16.693878] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:16.698294] [DEBUG] [FORECASTER] GTES: Forecast T+1@11:T+2@11: DOWN (p=33.36%)
[2025-10-13T23:56:16.698760] [INFO ] [FORECASTER] Completed predict_future for GTES
[2025-10-13T23:56:16.698944] [INFO ] [sig       ] GTES: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:16.851830] [INFO ] [LOCAL     ] Saved forecast: GTES	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GTES.txt
[2025-10-13T23:56:16.852110] [INFO ] [sig       ] [820/1810] Completed GTES in 0.3s | 4.16 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:16.852156] [INFO ] [sig       ] [821/1810] Forecasting GTLS...
[2025-10-13T23:56:16.852188] [INFO ] [sig       ] Generating forecast for: GTLS
[2025-10-13T23:56:16.852221] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTLS' from 'https://tdm.silogroup.org/data/derivative_storage/GTLS.csv'.
[2025-10-13T23:56:16.861813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTLS'.
[2025-10-13T23:56:16.862142] [INFO ] [FORECASTER] Starting predict_future for GTLS
[2025-10-13T23:56:16.893734] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:16.894511] [DEBUG] [LOCAL     ] No optimal features file found for GTLS: ./output/feature-sets/GTLS.txt
[2025-10-13T23:56:16.894567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:16.894601] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:16.894630] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:16.894728] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:16.915497] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:16.916262] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:16.916351] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:16.916385] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:16.965969] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:16.966175] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:16.966253] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:16.966316] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:16.971576] [DEBUG] [FORECASTER] GTLS: Forecast T+1@11:T+2@11: UP (p=99.24%)
[2025-10-13T23:56:16.972014] [INFO ] [FORECASTER] Completed predict_future for GTLS
[2025-10-13T23:56:16.972216] [INFO ] [sig       ] GTLS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:17.114173] [INFO ] [LOCAL     ] Saved forecast: GTLS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GTLS.txt
[2025-10-13T23:56:17.114388] [INFO ] [sig       ] [821/1810] Completed GTLS in 0.3s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:17.114451] [INFO ] [sig       ] [822/1810] Forecasting GTN...
[2025-10-13T23:56:17.114497] [INFO ] [sig       ] Generating forecast for: GTN
[2025-10-13T23:56:17.114530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTN' from 'https://tdm.silogroup.org/data/derivative_storage/GTN.csv'.
[2025-10-13T23:56:17.123356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTN'.
[2025-10-13T23:56:17.123626] [INFO ] [FORECASTER] Starting predict_future for GTN
[2025-10-13T23:56:17.148353] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:17.149090] [DEBUG] [LOCAL     ] No optimal features file found for GTN: ./output/feature-sets/GTN.txt
[2025-10-13T23:56:17.149162] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:17.149240] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:17.149279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:17.149337] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:17.166030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:17.166559] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:17.166637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:17.166712] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:17.200050] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:17.200154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:17.200191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:17.200220] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:17.203366] [DEBUG] [FORECASTER] GTN: Forecast T+1@11:T+2@11: UP (p=84.93%)
[2025-10-13T23:56:17.203622] [INFO ] [FORECASTER] Completed predict_future for GTN
[2025-10-13T23:56:17.203786] [INFO ] [sig       ] GTN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:17.363191] [INFO ] [LOCAL     ] Saved forecast: GTN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GTN.txt
[2025-10-13T23:56:17.363443] [INFO ] [sig       ] [822/1810] Completed GTN in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:17.363489] [INFO ] [sig       ] [823/1810] Forecasting GTY...
[2025-10-13T23:56:17.363522] [INFO ] [sig       ] Generating forecast for: GTY
[2025-10-13T23:56:17.363557] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GTY' from 'https://tdm.silogroup.org/data/derivative_storage/GTY.csv'.
[2025-10-13T23:56:17.372969] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GTY'.
[2025-10-13T23:56:17.373308] [INFO ] [FORECASTER] Starting predict_future for GTY
[2025-10-13T23:56:17.401215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:17.402102] [DEBUG] [LOCAL     ] No optimal features file found for GTY: ./output/feature-sets/GTY.txt
[2025-10-13T23:56:17.402161] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:17.402196] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:17.402224] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:17.402283] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:17.419716] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:17.420526] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:17.420614] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:17.420679] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:17.456664] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:17.456869] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:17.456931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:17.456964] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:17.460970] [DEBUG] [FORECASTER] GTY: Forecast T+1@11:T+2@11: DOWN (p=19.39%)
[2025-10-13T23:56:17.461359] [INFO ] [FORECASTER] Completed predict_future for GTY
[2025-10-13T23:56:17.461514] [INFO ] [sig       ] GTY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:17.636046] [INFO ] [LOCAL     ] Saved forecast: GTY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GTY.txt
[2025-10-13T23:56:17.636331] [INFO ] [sig       ] [823/1810] Completed GTY in 0.3s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:17.636394] [INFO ] [sig       ] [824/1810] Forecasting GUG...
[2025-10-13T23:56:17.636428] [INFO ] [sig       ] Generating forecast for: GUG
[2025-10-13T23:56:17.636475] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GUG' from 'https://tdm.silogroup.org/data/derivative_storage/GUG.csv'.
[2025-10-13T23:56:17.646313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GUG'.
[2025-10-13T23:56:17.646670] [INFO ] [FORECASTER] Starting predict_future for GUG
[2025-10-13T23:56:17.671999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:17.672732] [DEBUG] [LOCAL     ] No optimal features file found for GUG: ./output/feature-sets/GUG.txt
[2025-10-13T23:56:17.672788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:17.672823] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:17.672852] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:17.672909] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:17.690231] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:17.690843] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:17.690942] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:17.690998] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:17.734150] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:17.734341] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:17.734416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:17.734472] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:17.738670] [DEBUG] [FORECASTER] GUG: Forecast T+1@11:T+2@11: DOWN (p=1.16%)
[2025-10-13T23:56:17.739028] [INFO ] [FORECASTER] Completed predict_future for GUG
[2025-10-13T23:56:17.739217] [INFO ] [sig       ] GUG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:17.889057] [INFO ] [LOCAL     ] Saved forecast: GUG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GUG.txt
[2025-10-13T23:56:17.889321] [INFO ] [sig       ] [824/1810] Completed GUG in 0.3s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:17.889382] [INFO ] [sig       ] [825/1810] Forecasting GUT...
[2025-10-13T23:56:17.889416] [INFO ] [sig       ] Generating forecast for: GUT
[2025-10-13T23:56:17.889449] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GUT' from 'https://tdm.silogroup.org/data/derivative_storage/GUT.csv'.
[2025-10-13T23:56:17.898710] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GUT'.
[2025-10-13T23:56:17.899064] [INFO ] [FORECASTER] Starting predict_future for GUT
[2025-10-13T23:56:17.924692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:17.925459] [DEBUG] [LOCAL     ] No optimal features file found for GUT: ./output/feature-sets/GUT.txt
[2025-10-13T23:56:17.925513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:17.925547] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:17.925576] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:17.925634] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:17.942555] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:17.943166] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:17.943246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:17.943280] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:17.984988] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:17.985146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:17.985187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:17.985216] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:17.988625] [DEBUG] [FORECASTER] GUT: Forecast T+1@11:T+2@11: DOWN (p=45.18%)
[2025-10-13T23:56:17.988949] [INFO ] [FORECASTER] Completed predict_future for GUT
[2025-10-13T23:56:17.989083] [INFO ] [sig       ] GUT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:18.127322] [INFO ] [LOCAL     ] Saved forecast: GUT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GUT.txt
[2025-10-13T23:56:18.127571] [INFO ] [sig       ] [825/1810] Completed GUT in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 4.0m
[2025-10-13T23:56:18.127631] [INFO ] [sig       ] [826/1810] Forecasting GWH...
[2025-10-13T23:56:18.127703] [INFO ] [sig       ] Generating forecast for: GWH
[2025-10-13T23:56:18.127747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWH' from 'https://tdm.silogroup.org/data/derivative_storage/GWH.csv'.
[2025-10-13T23:56:18.136700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWH'.
[2025-10-13T23:56:18.137011] [INFO ] [FORECASTER] Starting predict_future for GWH
[2025-10-13T23:56:18.161738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:18.162488] [DEBUG] [LOCAL     ] No optimal features file found for GWH: ./output/feature-sets/GWH.txt
[2025-10-13T23:56:18.162545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:18.162579] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:18.162608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:18.162686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:18.179507] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:18.180088] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:18.180168] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:18.180203] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:18.220283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:18.220466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:18.220513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:18.220543] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:18.224141] [DEBUG] [FORECASTER] GWH: Forecast T+1@11:T+2@11: DOWN (p=13.42%)
[2025-10-13T23:56:18.224426] [INFO ] [FORECASTER] Completed predict_future for GWH
[2025-10-13T23:56:18.224569] [INFO ] [sig       ] GWH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:18.363726] [INFO ] [LOCAL     ] Saved forecast: GWH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GWH.txt
[2025-10-13T23:56:18.363982] [INFO ] [sig       ] [826/1810] Completed GWH in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:18.364025] [INFO ] [sig       ] [827/1810] Forecasting GWRE...
[2025-10-13T23:56:18.364055] [INFO ] [sig       ] Generating forecast for: GWRE
[2025-10-13T23:56:18.364087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWRE' from 'https://tdm.silogroup.org/data/derivative_storage/GWRE.csv'.
[2025-10-13T23:56:18.373096] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWRE'.
[2025-10-13T23:56:18.373414] [INFO ] [FORECASTER] Starting predict_future for GWRE
[2025-10-13T23:56:18.398027] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:18.398742] [DEBUG] [LOCAL     ] No optimal features file found for GWRE: ./output/feature-sets/GWRE.txt
[2025-10-13T23:56:18.398799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:18.398833] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:18.398862] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:18.398917] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:18.415570] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:18.416130] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:18.416209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:18.416263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:18.451174] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:18.451268] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:18.451305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:18.451333] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:18.454428] [DEBUG] [FORECASTER] GWRE: Forecast T+1@11:T+2@11: DOWN (p=17.23%)
[2025-10-13T23:56:18.454717] [INFO ] [FORECASTER] Completed predict_future for GWRE
[2025-10-13T23:56:18.454856] [INFO ] [sig       ] GWRE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:18.596268] [INFO ] [LOCAL     ] Saved forecast: GWRE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GWRE.txt
[2025-10-13T23:56:18.596544] [INFO ] [sig       ] [827/1810] Completed GWRE in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:18.596597] [INFO ] [sig       ] [828/1810] Forecasting GWW...
[2025-10-13T23:56:18.596628] [INFO ] [sig       ] Generating forecast for: GWW
[2025-10-13T23:56:18.596697] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GWW' from 'https://tdm.silogroup.org/data/derivative_storage/GWW.csv'.
[2025-10-13T23:56:18.606800] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GWW'.
[2025-10-13T23:56:18.607132] [INFO ] [FORECASTER] Starting predict_future for GWW
[2025-10-13T23:56:18.632239] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:18.632971] [DEBUG] [LOCAL     ] No optimal features file found for GWW: ./output/feature-sets/GWW.txt
[2025-10-13T23:56:18.633026] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:18.633060] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:18.633087] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:18.633144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:18.650065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:18.651015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:18.651103] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:18.651137] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:18.687232] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:18.687387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:18.687428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:18.687459] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:18.690921] [DEBUG] [FORECASTER] GWW: Forecast T+1@11:T+2@11: UP (p=74.14%)
[2025-10-13T23:56:18.691183] [INFO ] [FORECASTER] Completed predict_future for GWW
[2025-10-13T23:56:18.691349] [INFO ] [sig       ] GWW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:18.829136] [INFO ] [LOCAL     ] Saved forecast: GWW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GWW.txt
[2025-10-13T23:56:18.829353] [INFO ] [sig       ] [828/1810] Completed GWW in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:18.829395] [INFO ] [sig       ] [829/1810] Forecasting GXO...
[2025-10-13T23:56:18.829426] [INFO ] [sig       ] Generating forecast for: GXO
[2025-10-13T23:56:18.829458] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GXO' from 'https://tdm.silogroup.org/data/derivative_storage/GXO.csv'.
[2025-10-13T23:56:18.837991] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'GXO'.
[2025-10-13T23:56:18.838279] [INFO ] [FORECASTER] Starting predict_future for GXO
[2025-10-13T23:56:18.862889] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:18.863564] [DEBUG] [LOCAL     ] No optimal features file found for GXO: ./output/feature-sets/GXO.txt
[2025-10-13T23:56:18.863676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:18.863730] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:18.863761] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:18.863819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:18.880515] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:18.881079] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:18.881160] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:18.881194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:18.915404] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:18.915493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:18.915530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:18.915558] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:18.918619] [DEBUG] [FORECASTER] GXO: Forecast T+1@11:T+2@11: DOWN (p=39.41%)
[2025-10-13T23:56:18.918899] [INFO ] [FORECASTER] Completed predict_future for GXO
[2025-10-13T23:56:18.919029] [INFO ] [sig       ] GXO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:19.056579] [INFO ] [LOCAL     ] Saved forecast: GXO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/GXO.txt
[2025-10-13T23:56:19.056833] [INFO ] [sig       ] [829/1810] Completed GXO in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:19.056890] [INFO ] [sig       ] [830/1810] Forecasting GYLD...
[2025-10-13T23:56:19.056923] [INFO ] [sig       ] Generating forecast for: GYLD
[2025-10-13T23:56:19.056955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'GYLD' from 'https://tdm.silogroup.org/data/derivative_storage/GYLD.csv'.
[2025-10-13T23:56:19.065372] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'GYLD'.
[2025-10-13T23:56:19.065639] [INFO ] [FORECASTER] Starting predict_future for GYLD
[2025-10-13T23:56:19.090180] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:19.090884] [DEBUG] [LOCAL     ] No optimal features file found for GYLD: ./output/feature-sets/GYLD.txt
[2025-10-13T23:56:19.090943] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:19.090977] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:19.091004] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:19.091060] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:19.107850] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:19.108367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:19.108443] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:19.108477] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:19.142823] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:19.142924] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:19.142967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:19.143003] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:19.146084] [DEBUG] [FORECASTER] GYLD: Forecast T+1@11:T+2@11: UP (p=84.28%)
[2025-10-13T23:56:19.146350] [INFO ] [FORECASTER] Completed predict_future for GYLD
[2025-10-13T23:56:19.146481] [INFO ] [sig       ] GYLD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:19.285784] [INFO ] [LOCAL     ] Saved forecast: GYLD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/GYLD.txt
[2025-10-13T23:56:19.286001] [INFO ] [sig       ] [830/1810] Completed GYLD in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:19.286043] [INFO ] [sig       ] [831/1810] Forecasting H...
[2025-10-13T23:56:19.286076] [INFO ] [sig       ] Generating forecast for: H
[2025-10-13T23:56:19.286122] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'H' from 'https://tdm.silogroup.org/data/derivative_storage/H.csv'.
[2025-10-13T23:56:19.295037] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'H'.
[2025-10-13T23:56:19.295321] [INFO ] [FORECASTER] Starting predict_future for H
[2025-10-13T23:56:19.320210] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:19.320926] [DEBUG] [LOCAL     ] No optimal features file found for H: ./output/feature-sets/H.txt
[2025-10-13T23:56:19.320982] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:19.321016] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:19.321044] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:19.321100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:19.338150] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:19.338711] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:19.338796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:19.338830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:19.378235] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:19.378405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:19.378466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:19.378499] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:19.382223] [DEBUG] [FORECASTER] H: Forecast T+1@11:T+2@11: UP (p=51.59%)
[2025-10-13T23:56:19.382532] [INFO ] [FORECASTER] Completed predict_future for H
[2025-10-13T23:56:19.382696] [INFO ] [sig       ] H: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:19.522932] [INFO ] [LOCAL     ] Saved forecast: H	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/H.txt
[2025-10-13T23:56:19.523177] [INFO ] [sig       ] [831/1810] Completed H in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:19.523219] [INFO ] [sig       ] [832/1810] Forecasting HAE...
[2025-10-13T23:56:19.523250] [INFO ] [sig       ] Generating forecast for: HAE
[2025-10-13T23:56:19.523283] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAE' from 'https://tdm.silogroup.org/data/derivative_storage/HAE.csv'.
[2025-10-13T23:56:19.532221] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAE'.
[2025-10-13T23:56:19.532567] [INFO ] [FORECASTER] Starting predict_future for HAE
[2025-10-13T23:56:19.557223] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:19.557984] [DEBUG] [LOCAL     ] No optimal features file found for HAE: ./output/feature-sets/HAE.txt
[2025-10-13T23:56:19.558045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:19.558078] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:19.558106] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:19.558161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:19.575135] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:19.575771] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:19.575850] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:19.575883] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:19.612552] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:19.612690] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:19.612743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:19.612774] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:19.615949] [DEBUG] [FORECASTER] HAE: Forecast T+1@11:T+2@11: UP (p=93.76%)
[2025-10-13T23:56:19.616206] [INFO ] [FORECASTER] Completed predict_future for HAE
[2025-10-13T23:56:19.616362] [INFO ] [sig       ] HAE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:19.755286] [INFO ] [LOCAL     ] Saved forecast: HAE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HAE.txt
[2025-10-13T23:56:19.755509] [INFO ] [sig       ] [832/1810] Completed HAE in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:19.755551] [INFO ] [sig       ] [833/1810] Forecasting HAFN...
[2025-10-13T23:56:19.755582] [INFO ] [sig       ] Generating forecast for: HAFN
[2025-10-13T23:56:19.755615] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAFN' from 'https://tdm.silogroup.org/data/derivative_storage/HAFN.csv'.
[2025-10-13T23:56:19.765495] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAFN'.
[2025-10-13T23:56:19.765906] [INFO ] [FORECASTER] Starting predict_future for HAFN
[2025-10-13T23:56:19.792400] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:19.793242] [DEBUG] [LOCAL     ] No optimal features file found for HAFN: ./output/feature-sets/HAFN.txt
[2025-10-13T23:56:19.793299] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:19.793333] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:19.793362] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:19.793423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:19.810428] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:19.811053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:19.811135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:19.811169] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:19.843603] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:19.843727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:19.843775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:19.843806] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:19.846879] [DEBUG] [FORECASTER] HAFN: Forecast T+1@11:T+2@11: DOWN (p=2.58%)
[2025-10-13T23:56:19.847134] [INFO ] [FORECASTER] Completed predict_future for HAFN
[2025-10-13T23:56:19.847267] [INFO ] [sig       ] HAFN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:19.995347] [INFO ] [LOCAL     ] Saved forecast: HAFN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HAFN.txt
[2025-10-13T23:56:19.995621] [INFO ] [sig       ] [833/1810] Completed HAFN in 0.2s | 4.15 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:19.995709] [INFO ] [sig       ] [834/1810] Forecasting HAL...
[2025-10-13T23:56:19.995755] [INFO ] [sig       ] Generating forecast for: HAL
[2025-10-13T23:56:19.995791] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAL' from 'https://tdm.silogroup.org/data/derivative_storage/HAL.csv'.
[2025-10-13T23:56:20.005533] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAL'.
[2025-10-13T23:56:20.005915] [INFO ] [FORECASTER] Starting predict_future for HAL
[2025-10-13T23:56:20.030490] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:20.031190] [DEBUG] [LOCAL     ] No optimal features file found for HAL: ./output/feature-sets/HAL.txt
[2025-10-13T23:56:20.031244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:20.031277] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:20.031305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:20.031363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:20.048046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:20.048578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:20.048681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:20.048735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:20.086418] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:20.086515] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:20.086551] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:20.086579] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:20.089698] [DEBUG] [FORECASTER] HAL: Forecast T+1@11:T+2@11: UP (p=75.27%)
[2025-10-13T23:56:20.089960] [INFO ] [FORECASTER] Completed predict_future for HAL
[2025-10-13T23:56:20.090088] [INFO ] [sig       ] HAL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:20.227787] [INFO ] [LOCAL     ] Saved forecast: HAL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HAL.txt
[2025-10-13T23:56:20.228032] [INFO ] [sig       ] [834/1810] Completed HAL in 0.2s | 4.16 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:20.228073] [INFO ] [sig       ] [835/1810] Forecasting HASI...
[2025-10-13T23:56:20.228103] [INFO ] [sig       ] Generating forecast for: HASI
[2025-10-13T23:56:20.228134] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HASI' from 'https://tdm.silogroup.org/data/derivative_storage/HASI.csv'.
[2025-10-13T23:56:20.236694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HASI'.
[2025-10-13T23:56:20.236984] [INFO ] [FORECASTER] Starting predict_future for HASI
[2025-10-13T23:56:20.261398] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:20.262113] [DEBUG] [LOCAL     ] No optimal features file found for HASI: ./output/feature-sets/HASI.txt
[2025-10-13T23:56:20.262167] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:20.262250] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:20.262289] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:20.262347] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:20.279469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:20.280044] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:20.280129] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:20.280162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:20.325767] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:20.325957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:20.326005] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:20.326040] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:20.332909] [DEBUG] [FORECASTER] HASI: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-13T23:56:20.333311] [INFO ] [FORECASTER] Completed predict_future for HASI
[2025-10-13T23:56:20.333503] [INFO ] [sig       ] HASI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:20.473236] [INFO ] [LOCAL     ] Saved forecast: HASI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HASI.txt
[2025-10-13T23:56:20.473450] [INFO ] [sig       ] [835/1810] Completed HASI in 0.2s | 4.16 sym/s | Total: 3.3m | ETA: 3.9m
[2025-10-13T23:56:20.473493] [INFO ] [sig       ] [836/1810] Forecasting HAYW...
[2025-10-13T23:56:20.473525] [INFO ] [sig       ] Generating forecast for: HAYW
[2025-10-13T23:56:20.473557] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HAYW' from 'https://tdm.silogroup.org/data/derivative_storage/HAYW.csv'.
[2025-10-13T23:56:20.481945] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HAYW'.
[2025-10-13T23:56:20.482250] [INFO ] [FORECASTER] Starting predict_future for HAYW
[2025-10-13T23:56:20.506937] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:20.507686] [DEBUG] [LOCAL     ] No optimal features file found for HAYW: ./output/feature-sets/HAYW.txt
[2025-10-13T23:56:20.507744] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:20.507797] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:20.507827] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:20.507883] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:20.524747] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:20.525314] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:20.525392] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:20.525425] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:20.561503] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:20.561587] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:20.561623] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:20.561686] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:20.564691] [DEBUG] [FORECASTER] HAYW: Forecast T+1@11:T+2@11: DOWN (p=24.39%)
[2025-10-13T23:56:20.564941] [INFO ] [FORECASTER] Completed predict_future for HAYW
[2025-10-13T23:56:20.565071] [INFO ] [sig       ] HAYW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:20.702079] [INFO ] [LOCAL     ] Saved forecast: HAYW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HAYW.txt
[2025-10-13T23:56:20.702294] [INFO ] [sig       ] [836/1810] Completed HAYW in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:20.702363] [INFO ] [sig       ] [837/1810] Forecasting HBB...
[2025-10-13T23:56:20.702397] [INFO ] [sig       ] Generating forecast for: HBB
[2025-10-13T23:56:20.702430] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBB' from 'https://tdm.silogroup.org/data/derivative_storage/HBB.csv'.
[2025-10-13T23:56:20.710449] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'HBB'.
[2025-10-13T23:56:20.710763] [INFO ] [FORECASTER] Starting predict_future for HBB
[2025-10-13T23:56:20.735782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:20.736628] [DEBUG] [LOCAL     ] No optimal features file found for HBB: ./output/feature-sets/HBB.txt
[2025-10-13T23:56:20.736740] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:20.736781] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:20.736809] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:20.736865] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:20.753812] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:20.754345] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:20.754425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:20.754459] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:20.789420] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:20.789503] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:20.789539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:20.789568] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:20.792592] [DEBUG] [FORECASTER] HBB: Forecast T+1@11:T+2@11: UP (p=64.92%)
[2025-10-13T23:56:20.792873] [INFO ] [FORECASTER] Completed predict_future for HBB
[2025-10-13T23:56:20.793012] [INFO ] [sig       ] HBB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:20.930283] [INFO ] [LOCAL     ] Saved forecast: HBB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HBB.txt
[2025-10-13T23:56:20.930521] [INFO ] [sig       ] [837/1810] Completed HBB in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:20.930562] [INFO ] [sig       ] [838/1810] Forecasting HBI...
[2025-10-13T23:56:20.930592] [INFO ] [sig       ] Generating forecast for: HBI
[2025-10-13T23:56:20.930623] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBI' from 'https://tdm.silogroup.org/data/derivative_storage/HBI.csv'.
[2025-10-13T23:56:20.939132] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HBI'.
[2025-10-13T23:56:20.939446] [INFO ] [FORECASTER] Starting predict_future for HBI
[2025-10-13T23:56:20.963837] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:20.964510] [DEBUG] [LOCAL     ] No optimal features file found for HBI: ./output/feature-sets/HBI.txt
[2025-10-13T23:56:20.964564] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:20.964597] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:20.964624] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:20.964716] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:20.981433] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:20.982008] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:20.982091] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:20.982124] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:21.017555] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:21.017678] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:21.017758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:21.017792] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:21.020889] [DEBUG] [FORECASTER] HBI: Forecast T+1@11:T+2@11: DOWN (p=49.24%)
[2025-10-13T23:56:21.021142] [INFO ] [FORECASTER] Completed predict_future for HBI
[2025-10-13T23:56:21.021268] [INFO ] [sig       ] HBI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:21.161781] [INFO ] [LOCAL     ] Saved forecast: HBI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HBI.txt
[2025-10-13T23:56:21.162024] [INFO ] [sig       ] [838/1810] Completed HBI in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:21.162081] [INFO ] [sig       ] [839/1810] Forecasting HBM...
[2025-10-13T23:56:21.162115] [INFO ] [sig       ] Generating forecast for: HBM
[2025-10-13T23:56:21.162149] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HBM' from 'https://tdm.silogroup.org/data/derivative_storage/HBM.csv'.
[2025-10-13T23:56:21.170910] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HBM'.
[2025-10-13T23:56:21.171201] [INFO ] [FORECASTER] Starting predict_future for HBM
[2025-10-13T23:56:21.195772] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:21.196444] [DEBUG] [LOCAL     ] No optimal features file found for HBM: ./output/feature-sets/HBM.txt
[2025-10-13T23:56:21.196498] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:21.196531] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:21.196558] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:21.196614] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:21.213406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:21.213971] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:21.214055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:21.214087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:21.250047] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:21.250150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:21.250187] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:21.250217] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:21.253378] [DEBUG] [FORECASTER] HBM: Forecast T+1@11:T+2@11: UP (p=98.17%)
[2025-10-13T23:56:21.253639] [INFO ] [FORECASTER] Completed predict_future for HBM
[2025-10-13T23:56:21.253829] [INFO ] [sig       ] HBM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:21.391547] [INFO ] [LOCAL     ] Saved forecast: HBM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HBM.txt
[2025-10-13T23:56:21.391802] [INFO ] [sig       ] [839/1810] Completed HBM in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:21.391863] [INFO ] [sig       ] [840/1810] Forecasting HCA...
[2025-10-13T23:56:21.391897] [INFO ] [sig       ] Generating forecast for: HCA
[2025-10-13T23:56:21.391930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCA' from 'https://tdm.silogroup.org/data/derivative_storage/HCA.csv'.
[2025-10-13T23:56:21.400606] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCA'.
[2025-10-13T23:56:21.400907] [INFO ] [FORECASTER] Starting predict_future for HCA
[2025-10-13T23:56:21.425196] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:21.425916] [DEBUG] [LOCAL     ] No optimal features file found for HCA: ./output/feature-sets/HCA.txt
[2025-10-13T23:56:21.425972] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:21.426009] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:21.426037] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:21.426093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:21.442873] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:21.443436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:21.443516] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:21.443550] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:21.483391] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:21.483488] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:21.483523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:21.483552] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:21.487218] [DEBUG] [FORECASTER] HCA: Forecast T+1@11:T+2@11: DOWN (p=3.91%)
[2025-10-13T23:56:21.487478] [INFO ] [FORECASTER] Completed predict_future for HCA
[2025-10-13T23:56:21.487665] [INFO ] [sig       ] HCA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:21.624952] [INFO ] [LOCAL     ] Saved forecast: HCA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HCA.txt
[2025-10-13T23:56:21.625184] [INFO ] [sig       ] [840/1810] Completed HCA in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:21.625226] [INFO ] [sig       ] [841/1810] Forecasting HCC...
[2025-10-13T23:56:21.625256] [INFO ] [sig       ] Generating forecast for: HCC
[2025-10-13T23:56:21.625287] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCC' from 'https://tdm.silogroup.org/data/derivative_storage/HCC.csv'.
[2025-10-13T23:56:21.634300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCC'.
[2025-10-13T23:56:21.634596] [INFO ] [FORECASTER] Starting predict_future for HCC
[2025-10-13T23:56:21.659532] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:21.660275] [DEBUG] [LOCAL     ] No optimal features file found for HCC: ./output/feature-sets/HCC.txt
[2025-10-13T23:56:21.660331] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:21.660365] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:21.660394] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:21.660451] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:21.677429] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:21.678045] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:21.678128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:21.678162] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:21.721217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:21.721346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:21.721384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:21.721413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:21.724622] [DEBUG] [FORECASTER] HCC: Forecast T+1@11:T+2@11: DOWN (p=7.60%)
[2025-10-13T23:56:21.724909] [INFO ] [FORECASTER] Completed predict_future for HCC
[2025-10-13T23:56:21.725065] [INFO ] [sig       ] HCC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:21.863594] [INFO ] [LOCAL     ] Saved forecast: HCC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HCC.txt
[2025-10-13T23:56:21.863842] [INFO ] [sig       ] [841/1810] Completed HCC in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:21.863895] [INFO ] [sig       ] [842/1810] Forecasting HCI...
[2025-10-13T23:56:21.863927] [INFO ] [sig       ] Generating forecast for: HCI
[2025-10-13T23:56:21.863959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HCI' from 'https://tdm.silogroup.org/data/derivative_storage/HCI.csv'.
[2025-10-13T23:56:21.872587] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HCI'.
[2025-10-13T23:56:21.872892] [INFO ] [FORECASTER] Starting predict_future for HCI
[2025-10-13T23:56:21.897249] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:21.897994] [DEBUG] [LOCAL     ] No optimal features file found for HCI: ./output/feature-sets/HCI.txt
[2025-10-13T23:56:21.898060] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:21.898100] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:21.898135] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:21.898193] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:21.915100] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:21.915634] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:21.915749] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:21.915785] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:21.947622] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:21.947729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:21.947772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:21.947802] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:21.950826] [DEBUG] [FORECASTER] HCI: Forecast T+1@11:T+2@11: UP (p=51.83%)
[2025-10-13T23:56:21.951078] [INFO ] [FORECASTER] Completed predict_future for HCI
[2025-10-13T23:56:21.951207] [INFO ] [sig       ] HCI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:22.089507] [INFO ] [LOCAL     ] Saved forecast: HCI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HCI.txt
[2025-10-13T23:56:22.089775] [INFO ] [sig       ] [842/1810] Completed HCI in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:22.089836] [INFO ] [sig       ] [843/1810] Forecasting HD...
[2025-10-13T23:56:22.089870] [INFO ] [sig       ] Generating forecast for: HD
[2025-10-13T23:56:22.089904] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HD' from 'https://tdm.silogroup.org/data/derivative_storage/HD.csv'.
[2025-10-13T23:56:22.098574] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HD'.
[2025-10-13T23:56:22.098899] [INFO ] [FORECASTER] Starting predict_future for HD
[2025-10-13T23:56:22.123378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:22.124092] [DEBUG] [LOCAL     ] No optimal features file found for HD: ./output/feature-sets/HD.txt
[2025-10-13T23:56:22.124146] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:22.124197] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:22.124227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:22.124283] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:22.141205] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:22.141776] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:22.141861] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:22.141895] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:22.176181] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:22.176279] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:22.176343] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:22.176377] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:22.179639] [DEBUG] [FORECASTER] HD: Forecast T+1@11:T+2@11: UP (p=81.70%)
[2025-10-13T23:56:22.179923] [INFO ] [FORECASTER] Completed predict_future for HD
[2025-10-13T23:56:22.180051] [INFO ] [sig       ] HD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:22.322194] [INFO ] [LOCAL     ] Saved forecast: HD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HD.txt
[2025-10-13T23:56:22.322479] [INFO ] [sig       ] [843/1810] Completed HD in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:22.322539] [INFO ] [sig       ] [844/1810] Forecasting HDB...
[2025-10-13T23:56:22.322573] [INFO ] [sig       ] Generating forecast for: HDB
[2025-10-13T23:56:22.322605] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HDB' from 'https://tdm.silogroup.org/data/derivative_storage/HDB.csv'.
[2025-10-13T23:56:22.331999] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HDB'.
[2025-10-13T23:56:22.332302] [INFO ] [FORECASTER] Starting predict_future for HDB
[2025-10-13T23:56:22.357194] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:22.357943] [DEBUG] [LOCAL     ] No optimal features file found for HDB: ./output/feature-sets/HDB.txt
[2025-10-13T23:56:22.357998] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:22.358032] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:22.358060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:22.358116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:22.374880] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:22.375461] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:22.375544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:22.375577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:22.408612] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:22.408729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:22.408773] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:22.408803] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:22.411886] [DEBUG] [FORECASTER] HDB: Forecast T+1@11:T+2@11: DOWN (p=19.35%)
[2025-10-13T23:56:22.412141] [INFO ] [FORECASTER] Completed predict_future for HDB
[2025-10-13T23:56:22.412269] [INFO ] [sig       ] HDB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:22.550345] [INFO ] [LOCAL     ] Saved forecast: HDB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HDB.txt
[2025-10-13T23:56:22.550565] [INFO ] [sig       ] [844/1810] Completed HDB in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:22.550605] [INFO ] [sig       ] [845/1810] Forecasting HE...
[2025-10-13T23:56:22.550635] [INFO ] [sig       ] Generating forecast for: HE
[2025-10-13T23:56:22.550710] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HE' from 'https://tdm.silogroup.org/data/derivative_storage/HE.csv'.
[2025-10-13T23:56:22.560210] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HE'.
[2025-10-13T23:56:22.560511] [INFO ] [FORECASTER] Starting predict_future for HE
[2025-10-13T23:56:22.584831] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:22.585517] [DEBUG] [LOCAL     ] No optimal features file found for HE: ./output/feature-sets/HE.txt
[2025-10-13T23:56:22.585571] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:22.585603] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:22.585630] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:22.585725] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:22.602749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:22.603278] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:22.603357] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:22.603389] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:22.637809] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:22.637894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:22.637930] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:22.637960] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:22.640975] [DEBUG] [FORECASTER] HE: Forecast T+1@11:T+2@11: UP (p=72.05%)
[2025-10-13T23:56:22.641225] [INFO ] [FORECASTER] Completed predict_future for HE
[2025-10-13T23:56:22.641351] [INFO ] [sig       ] HE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:22.779751] [INFO ] [LOCAL     ] Saved forecast: HE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HE.txt
[2025-10-13T23:56:22.779986] [INFO ] [sig       ] [845/1810] Completed HE in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:22.780029] [INFO ] [sig       ] [846/1810] Forecasting HEI...
[2025-10-13T23:56:22.780060] [INFO ] [sig       ] Generating forecast for: HEI
[2025-10-13T23:56:22.780092] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HEI' from 'https://tdm.silogroup.org/data/derivative_storage/HEI.csv'.
[2025-10-13T23:56:22.788831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HEI'.
[2025-10-13T23:56:22.789125] [INFO ] [FORECASTER] Starting predict_future for HEI
[2025-10-13T23:56:22.813668] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:22.814337] [DEBUG] [LOCAL     ] No optimal features file found for HEI: ./output/feature-sets/HEI.txt
[2025-10-13T23:56:22.814390] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:22.814423] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:22.814451] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:22.814507] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:22.831225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:22.831784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:22.831865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:22.831899] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:22.866244] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:22.866344] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:22.866384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:22.866413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:22.869611] [DEBUG] [FORECASTER] HEI: Forecast T+1@11:T+2@11: DOWN (p=7.74%)
[2025-10-13T23:56:22.869894] [INFO ] [FORECASTER] Completed predict_future for HEI
[2025-10-13T23:56:22.870029] [INFO ] [sig       ] HEI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:23.007673] [INFO ] [LOCAL     ] Saved forecast: HEI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HEI.txt
[2025-10-13T23:56:23.007924] [INFO ] [sig       ] [846/1810] Completed HEI in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:23.007969] [INFO ] [sig       ] [847/1810] Forecasting HEQ...
[2025-10-13T23:56:23.008005] [INFO ] [sig       ] Generating forecast for: HEQ
[2025-10-13T23:56:23.008044] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HEQ' from 'https://tdm.silogroup.org/data/derivative_storage/HEQ.csv'.
[2025-10-13T23:56:23.016557] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HEQ'.
[2025-10-13T23:56:23.016858] [INFO ] [FORECASTER] Starting predict_future for HEQ
[2025-10-13T23:56:23.041463] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:23.042170] [DEBUG] [LOCAL     ] No optimal features file found for HEQ: ./output/feature-sets/HEQ.txt
[2025-10-13T23:56:23.042225] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:23.042258] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:23.042287] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:23.042344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:23.059248] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:23.059819] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:23.059902] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:23.059935] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:23.103487] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:23.103636] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:23.103718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:23.103752] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:23.107261] [DEBUG] [FORECASTER] HEQ: Forecast T+1@11:T+2@11: UP (p=59.05%)
[2025-10-13T23:56:23.107600] [INFO ] [FORECASTER] Completed predict_future for HEQ
[2025-10-13T23:56:23.107787] [INFO ] [sig       ] HEQ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:23.246271] [INFO ] [LOCAL     ] Saved forecast: HEQ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HEQ.txt
[2025-10-13T23:56:23.246502] [INFO ] [sig       ] [847/1810] Completed HEQ in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:23.246561] [INFO ] [sig       ] [848/1810] Forecasting HESM...
[2025-10-13T23:56:23.246593] [INFO ] [sig       ] Generating forecast for: HESM
[2025-10-13T23:56:23.246625] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HESM' from 'https://tdm.silogroup.org/data/derivative_storage/HESM.csv'.
[2025-10-13T23:56:23.255733] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HESM'.
[2025-10-13T23:56:23.256068] [INFO ] [FORECASTER] Starting predict_future for HESM
[2025-10-13T23:56:23.280776] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:23.281438] [DEBUG] [LOCAL     ] No optimal features file found for HESM: ./output/feature-sets/HESM.txt
[2025-10-13T23:56:23.281492] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:23.281572] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:23.281609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:23.281688] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:23.298570] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:23.299132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:23.299214] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:23.299248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:23.343321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:23.343407] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:23.343464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:23.343495] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:23.346587] [DEBUG] [FORECASTER] HESM: Forecast T+1@11:T+2@11: DOWN (p=6.24%)
[2025-10-13T23:56:23.346865] [INFO ] [FORECASTER] Completed predict_future for HESM
[2025-10-13T23:56:23.346997] [INFO ] [sig       ] HESM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:23.484768] [INFO ] [LOCAL     ] Saved forecast: HESM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HESM.txt
[2025-10-13T23:56:23.484976] [INFO ] [sig       ] [848/1810] Completed HESM in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:23.485017] [INFO ] [sig       ] [849/1810] Forecasting HFRO...
[2025-10-13T23:56:23.485049] [INFO ] [sig       ] Generating forecast for: HFRO
[2025-10-13T23:56:23.485081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HFRO' from 'https://tdm.silogroup.org/data/derivative_storage/HFRO.csv'.
[2025-10-13T23:56:23.494341] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HFRO'.
[2025-10-13T23:56:23.494636] [INFO ] [FORECASTER] Starting predict_future for HFRO
[2025-10-13T23:56:23.518937] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:23.519624] [DEBUG] [LOCAL     ] No optimal features file found for HFRO: ./output/feature-sets/HFRO.txt
[2025-10-13T23:56:23.519703] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:23.519745] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:23.519774] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:23.519830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:23.536451] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:23.537010] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:23.537091] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:23.537125] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:23.570028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:23.570117] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:23.570152] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:23.570181] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:23.573225] [DEBUG] [FORECASTER] HFRO: Forecast T+1@11:T+2@11: UP (p=70.39%)
[2025-10-13T23:56:23.573472] [INFO ] [FORECASTER] Completed predict_future for HFRO
[2025-10-13T23:56:23.573598] [INFO ] [sig       ] HFRO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:23.711977] [INFO ] [LOCAL     ] Saved forecast: HFRO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HFRO.txt
[2025-10-13T23:56:23.712192] [INFO ] [sig       ] [849/1810] Completed HFRO in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.9m
[2025-10-13T23:56:23.712233] [INFO ] [sig       ] [850/1810] Forecasting HGER...
[2025-10-13T23:56:23.712264] [INFO ] [sig       ] Generating forecast for: HGER
[2025-10-13T23:56:23.712295] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGER' from 'https://tdm.silogroup.org/data/derivative_storage/HGER.csv'.
[2025-10-13T23:56:23.720900] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGER'.
[2025-10-13T23:56:23.721184] [INFO ] [FORECASTER] Starting predict_future for HGER
[2025-10-13T23:56:23.745574] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:23.746270] [DEBUG] [LOCAL     ] No optimal features file found for HGER: ./output/feature-sets/HGER.txt
[2025-10-13T23:56:23.746326] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:23.746358] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:23.746405] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:23.746468] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:23.763308] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:23.763872] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:23.763950] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:23.763983] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:23.797250] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:23.797329] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:23.797364] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:23.797392] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:23.800421] [DEBUG] [FORECASTER] HGER: Forecast T+1@11:T+2@11: DOWN (p=18.96%)
[2025-10-13T23:56:23.800693] [INFO ] [FORECASTER] Completed predict_future for HGER
[2025-10-13T23:56:23.800832] [INFO ] [sig       ] HGER: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:23.937957] [INFO ] [LOCAL     ] Saved forecast: HGER	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HGER.txt
[2025-10-13T23:56:23.938171] [INFO ] [sig       ] [850/1810] Completed HGER in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:23.938213] [INFO ] [sig       ] [851/1810] Forecasting HGLB...
[2025-10-13T23:56:23.938243] [INFO ] [sig       ] Generating forecast for: HGLB
[2025-10-13T23:56:23.938275] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGLB' from 'https://tdm.silogroup.org/data/derivative_storage/HGLB.csv'.
[2025-10-13T23:56:23.946696] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'HGLB'.
[2025-10-13T23:56:23.946992] [INFO ] [FORECASTER] Starting predict_future for HGLB
[2025-10-13T23:56:23.971637] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:23.972345] [DEBUG] [LOCAL     ] No optimal features file found for HGLB: ./output/feature-sets/HGLB.txt
[2025-10-13T23:56:23.972400] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:23.972433] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:23.972461] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:23.972519] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:23.989517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:23.990085] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:23.990167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:23.990200] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:24.027934] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:24.028114] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:24.028157] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:24.028187] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:24.031812] [DEBUG] [FORECASTER] HGLB: Forecast T+1@11:T+2@11: DOWN (p=16.06%)
[2025-10-13T23:56:24.032088] [INFO ] [FORECASTER] Completed predict_future for HGLB
[2025-10-13T23:56:24.032231] [INFO ] [sig       ] HGLB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:24.170101] [INFO ] [LOCAL     ] Saved forecast: HGLB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HGLB.txt
[2025-10-13T23:56:24.170346] [INFO ] [sig       ] [851/1810] Completed HGLB in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:24.170388] [INFO ] [sig       ] [852/1810] Forecasting HGTY...
[2025-10-13T23:56:24.170418] [INFO ] [sig       ] Generating forecast for: HGTY
[2025-10-13T23:56:24.170449] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGTY' from 'https://tdm.silogroup.org/data/derivative_storage/HGTY.csv'.
[2025-10-13T23:56:24.180357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGTY'.
[2025-10-13T23:56:24.180637] [INFO ] [FORECASTER] Starting predict_future for HGTY
[2025-10-13T23:56:24.205230] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:24.205942] [DEBUG] [LOCAL     ] No optimal features file found for HGTY: ./output/feature-sets/HGTY.txt
[2025-10-13T23:56:24.206004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:24.206044] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:24.206078] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:24.206148] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:24.223097] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:24.223619] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:24.223723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:24.223765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:24.259360] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:24.259434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:24.259470] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:24.259499] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:24.262486] [DEBUG] [FORECASTER] HGTY: Forecast T+1@11:T+2@11: UP (p=98.75%)
[2025-10-13T23:56:24.262775] [INFO ] [FORECASTER] Completed predict_future for HGTY
[2025-10-13T23:56:24.262914] [INFO ] [sig       ] HGTY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:24.421404] [INFO ] [LOCAL     ] Saved forecast: HGTY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HGTY.txt
[2025-10-13T23:56:24.421687] [INFO ] [sig       ] [852/1810] Completed HGTY in 0.3s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:24.421748] [INFO ] [sig       ] [853/1810] Forecasting HGV...
[2025-10-13T23:56:24.421783] [INFO ] [sig       ] Generating forecast for: HGV
[2025-10-13T23:56:24.421816] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HGV' from 'https://tdm.silogroup.org/data/derivative_storage/HGV.csv'.
[2025-10-13T23:56:24.431316] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HGV'.
[2025-10-13T23:56:24.431703] [INFO ] [FORECASTER] Starting predict_future for HGV
[2025-10-13T23:56:24.457663] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:24.458417] [DEBUG] [LOCAL     ] No optimal features file found for HGV: ./output/feature-sets/HGV.txt
[2025-10-13T23:56:24.458474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:24.458508] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:24.458536] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:24.458593] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:24.475259] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:24.475835] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:24.475920] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:24.475953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:24.514952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:24.515122] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:24.515182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:24.515215] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:24.519996] [DEBUG] [FORECASTER] HGV: Forecast T+1@11:T+2@11: UP (p=82.90%)
[2025-10-13T23:56:24.520469] [INFO ] [FORECASTER] Completed predict_future for HGV
[2025-10-13T23:56:24.520637] [INFO ] [sig       ] HGV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:24.660601] [INFO ] [LOCAL     ] Saved forecast: HGV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HGV.txt
[2025-10-13T23:56:24.660865] [INFO ] [sig       ] [853/1810] Completed HGV in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:24.660918] [INFO ] [sig       ] [854/1810] Forecasting HHH...
[2025-10-13T23:56:24.660950] [INFO ] [sig       ] Generating forecast for: HHH
[2025-10-13T23:56:24.660983] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HHH' from 'https://tdm.silogroup.org/data/derivative_storage/HHH.csv'.
[2025-10-13T23:56:24.671423] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HHH'.
[2025-10-13T23:56:24.671803] [INFO ] [FORECASTER] Starting predict_future for HHH
[2025-10-13T23:56:24.699804] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:24.700510] [DEBUG] [LOCAL     ] No optimal features file found for HHH: ./output/feature-sets/HHH.txt
[2025-10-13T23:56:24.700567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:24.700602] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:24.700629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:24.700731] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:24.719243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:24.719946] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:24.720034] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:24.720069] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:24.758616] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:24.758724] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:24.758771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:24.758802] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:24.762347] [DEBUG] [FORECASTER] HHH: Forecast T+1@11:T+2@11: DOWN (p=14.66%)
[2025-10-13T23:56:24.762685] [INFO ] [FORECASTER] Completed predict_future for HHH
[2025-10-13T23:56:24.762859] [INFO ] [sig       ] HHH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:24.924826] [INFO ] [LOCAL     ] Saved forecast: HHH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HHH.txt
[2025-10-13T23:56:24.925078] [INFO ] [sig       ] [854/1810] Completed HHH in 0.3s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:24.925122] [INFO ] [sig       ] [855/1810] Forecasting HI...
[2025-10-13T23:56:24.925164] [INFO ] [sig       ] Generating forecast for: HI
[2025-10-13T23:56:24.925243] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HI' from 'https://tdm.silogroup.org/data/derivative_storage/HI.csv'.
[2025-10-13T23:56:24.934143] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HI'.
[2025-10-13T23:56:24.934440] [INFO ] [FORECASTER] Starting predict_future for HI
[2025-10-13T23:56:24.961916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:24.962738] [DEBUG] [LOCAL     ] No optimal features file found for HI: ./output/feature-sets/HI.txt
[2025-10-13T23:56:24.962795] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:24.962830] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:24.962858] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:24.962915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:24.982833] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:24.983401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:24.983486] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:24.983521] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:25.024527] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:25.024609] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:25.024695] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:25.024747] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:25.028660] [DEBUG] [FORECASTER] HI: Forecast T+1@11:T+2@11: DOWN (p=19.75%)
[2025-10-13T23:56:25.029033] [INFO ] [FORECASTER] Completed predict_future for HI
[2025-10-13T23:56:25.029250] [INFO ] [sig       ] HI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:25.190779] [INFO ] [LOCAL     ] Saved forecast: HI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HI.txt
[2025-10-13T23:56:25.191076] [INFO ] [sig       ] [855/1810] Completed HI in 0.3s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:25.191139] [INFO ] [sig       ] [856/1810] Forecasting HIG...
[2025-10-13T23:56:25.191173] [INFO ] [sig       ] Generating forecast for: HIG
[2025-10-13T23:56:25.191207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIG' from 'https://tdm.silogroup.org/data/derivative_storage/HIG.csv'.
[2025-10-13T23:56:25.201927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIG'.
[2025-10-13T23:56:25.202277] [INFO ] [FORECASTER] Starting predict_future for HIG
[2025-10-13T23:56:25.226826] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:25.227466] [DEBUG] [LOCAL     ] No optimal features file found for HIG: ./output/feature-sets/HIG.txt
[2025-10-13T23:56:25.227540] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:25.227581] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:25.227610] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:25.227688] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:25.244366] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:25.244926] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:25.245005] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:25.245038] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:25.283099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:25.283171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:25.283207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:25.283236] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:25.286161] [DEBUG] [FORECASTER] HIG: Forecast T+1@11:T+2@11: UP (p=86.96%)
[2025-10-13T23:56:25.286404] [INFO ] [FORECASTER] Completed predict_future for HIG
[2025-10-13T23:56:25.286533] [INFO ] [sig       ] HIG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:25.424358] [INFO ] [LOCAL     ] Saved forecast: HIG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HIG.txt
[2025-10-13T23:56:25.424540] [INFO ] [sig       ] [856/1810] Completed HIG in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:25.424580] [INFO ] [sig       ] [857/1810] Forecasting HII...
[2025-10-13T23:56:25.424610] [INFO ] [sig       ] Generating forecast for: HII
[2025-10-13T23:56:25.424662] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HII' from 'https://tdm.silogroup.org/data/derivative_storage/HII.csv'.
[2025-10-13T23:56:25.434824] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HII'.
[2025-10-13T23:56:25.435224] [INFO ] [FORECASTER] Starting predict_future for HII
[2025-10-13T23:56:25.471832] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:25.472762] [DEBUG] [LOCAL     ] No optimal features file found for HII: ./output/feature-sets/HII.txt
[2025-10-13T23:56:25.472830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:25.472894] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:25.472963] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:25.473066] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:25.495754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:25.496461] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:25.496582] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:25.496664] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:25.542359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:25.542544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:25.542587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:25.542617] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:25.546165] [DEBUG] [FORECASTER] HII: Forecast T+1@11:T+2@11: DOWN (p=3.73%)
[2025-10-13T23:56:25.546446] [INFO ] [FORECASTER] Completed predict_future for HII
[2025-10-13T23:56:25.546582] [INFO ] [sig       ] HII: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:25.686340] [INFO ] [LOCAL     ] Saved forecast: HII	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HII.txt
[2025-10-13T23:56:25.686568] [INFO ] [sig       ] [857/1810] Completed HII in 0.3s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:25.686609] [INFO ] [sig       ] [858/1810] Forecasting HIMS...
[2025-10-13T23:56:25.686639] [INFO ] [sig       ] Generating forecast for: HIMS
[2025-10-13T23:56:25.686718] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIMS' from 'https://tdm.silogroup.org/data/derivative_storage/HIMS.csv'.
[2025-10-13T23:56:25.696549] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIMS'.
[2025-10-13T23:56:25.696965] [INFO ] [FORECASTER] Starting predict_future for HIMS
[2025-10-13T23:56:25.721960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:25.722619] [DEBUG] [LOCAL     ] No optimal features file found for HIMS: ./output/feature-sets/HIMS.txt
[2025-10-13T23:56:25.722698] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:25.722742] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:25.722771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:25.722827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:25.739916] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:25.740444] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:25.740527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:25.740560] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:25.778579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:25.778692] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:25.778744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:25.778774] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:25.781857] [DEBUG] [FORECASTER] HIMS: Forecast T+1@11:T+2@11: UP (p=87.07%)
[2025-10-13T23:56:25.782111] [INFO ] [FORECASTER] Completed predict_future for HIMS
[2025-10-13T23:56:25.782241] [INFO ] [sig       ] HIMS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:25.925105] [INFO ] [LOCAL     ] Saved forecast: HIMS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HIMS.txt
[2025-10-13T23:56:25.925406] [INFO ] [sig       ] [858/1810] Completed HIMS in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:25.925466] [INFO ] [sig       ] [859/1810] Forecasting HIO...
[2025-10-13T23:56:25.925500] [INFO ] [sig       ] Generating forecast for: HIO
[2025-10-13T23:56:25.925533] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIO' from 'https://tdm.silogroup.org/data/derivative_storage/HIO.csv'.
[2025-10-13T23:56:25.935406] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIO'.
[2025-10-13T23:56:25.935757] [INFO ] [FORECASTER] Starting predict_future for HIO
[2025-10-13T23:56:25.960918] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:25.961574] [DEBUG] [LOCAL     ] No optimal features file found for HIO: ./output/feature-sets/HIO.txt
[2025-10-13T23:56:25.961632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:25.961705] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:25.961743] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:25.961801] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:25.978801] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:25.979360] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:25.979443] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:25.979477] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:26.012903] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:26.012973] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:26.013009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:26.013037] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:26.016042] [DEBUG] [FORECASTER] HIO: Forecast T+1@11:T+2@11: UP (p=76.76%)
[2025-10-13T23:56:26.016289] [INFO ] [FORECASTER] Completed predict_future for HIO
[2025-10-13T23:56:26.016419] [INFO ] [sig       ] HIO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:26.155636] [INFO ] [LOCAL     ] Saved forecast: HIO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HIO.txt
[2025-10-13T23:56:26.155863] [INFO ] [sig       ] [859/1810] Completed HIO in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:26.155906] [INFO ] [sig       ] [860/1810] Forecasting HIPO...
[2025-10-13T23:56:26.155939] [INFO ] [sig       ] Generating forecast for: HIPO
[2025-10-13T23:56:26.155970] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIPO' from 'https://tdm.silogroup.org/data/derivative_storage/HIPO.csv'.
[2025-10-13T23:56:26.165971] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIPO'.
[2025-10-13T23:56:26.166372] [INFO ] [FORECASTER] Starting predict_future for HIPO
[2025-10-13T23:56:26.191391] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:26.192197] [DEBUG] [LOCAL     ] No optimal features file found for HIPO: ./output/feature-sets/HIPO.txt
[2025-10-13T23:56:26.192262] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:26.192297] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:26.192327] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:26.192384] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:26.209754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:26.210527] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:26.210617] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:26.210681] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:26.246030] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:26.246233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:26.246276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:26.246307] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:26.249918] [DEBUG] [FORECASTER] HIPO: Forecast T+1@11:T+2@11: DOWN (p=42.65%)
[2025-10-13T23:56:26.250198] [INFO ] [FORECASTER] Completed predict_future for HIPO
[2025-10-13T23:56:26.250331] [INFO ] [sig       ] HIPO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:26.388862] [INFO ] [LOCAL     ] Saved forecast: HIPO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HIPO.txt
[2025-10-13T23:56:26.389101] [INFO ] [sig       ] [860/1810] Completed HIPO in 0.2s | 4.16 sym/s | Total: 3.4m | ETA: 3.8m
[2025-10-13T23:56:26.389144] [INFO ] [sig       ] [861/1810] Forecasting HIW...
[2025-10-13T23:56:26.389175] [INFO ] [sig       ] Generating forecast for: HIW
[2025-10-13T23:56:26.389207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIW' from 'https://tdm.silogroup.org/data/derivative_storage/HIW.csv'.
[2025-10-13T23:56:26.397561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIW'.
[2025-10-13T23:56:26.397835] [INFO ] [FORECASTER] Starting predict_future for HIW
[2025-10-13T23:56:26.422056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:26.422731] [DEBUG] [LOCAL     ] No optimal features file found for HIW: ./output/feature-sets/HIW.txt
[2025-10-13T23:56:26.422786] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:26.422864] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:26.422901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:26.422960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:26.439666] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:26.440207] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:26.440291] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:26.440324] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:26.476974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:26.477046] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:26.477083] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:26.477114] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:26.480088] [DEBUG] [FORECASTER] HIW: Forecast T+1@11:T+2@11: UP (p=54.08%)
[2025-10-13T23:56:26.480329] [INFO ] [FORECASTER] Completed predict_future for HIW
[2025-10-13T23:56:26.480457] [INFO ] [sig       ] HIW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:26.618265] [INFO ] [LOCAL     ] Saved forecast: HIW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HIW.txt
[2025-10-13T23:56:26.618491] [INFO ] [sig       ] [861/1810] Completed HIW in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:26.618533] [INFO ] [sig       ] [862/1810] Forecasting HIX...
[2025-10-13T23:56:26.618563] [INFO ] [sig       ] Generating forecast for: HIX
[2025-10-13T23:56:26.618596] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HIX' from 'https://tdm.silogroup.org/data/derivative_storage/HIX.csv'.
[2025-10-13T23:56:26.627192] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HIX'.
[2025-10-13T23:56:26.627447] [INFO ] [FORECASTER] Starting predict_future for HIX
[2025-10-13T23:56:26.651993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:26.652665] [DEBUG] [LOCAL     ] No optimal features file found for HIX: ./output/feature-sets/HIX.txt
[2025-10-13T23:56:26.652724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:26.652758] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:26.652786] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:26.652843] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:26.670098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:26.670913] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:26.671002] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:26.671036] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:26.709710] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:26.709814] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:26.709884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:26.709916] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:26.713082] [DEBUG] [FORECASTER] HIX: Forecast T+1@11:T+2@11: UP (p=69.48%)
[2025-10-13T23:56:26.713348] [INFO ] [FORECASTER] Completed predict_future for HIX
[2025-10-13T23:56:26.713489] [INFO ] [sig       ] HIX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:26.853130] [INFO ] [LOCAL     ] Saved forecast: HIX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HIX.txt
[2025-10-13T23:56:26.853371] [INFO ] [sig       ] [862/1810] Completed HIX in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:26.853413] [INFO ] [sig       ] [863/1810] Forecasting HKD...
[2025-10-13T23:56:26.853443] [INFO ] [sig       ] Generating forecast for: HKD
[2025-10-13T23:56:26.853475] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HKD' from 'https://tdm.silogroup.org/data/derivative_storage/HKD.csv'.
[2025-10-13T23:56:26.862345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HKD'.
[2025-10-13T23:56:26.862596] [INFO ] [FORECASTER] Starting predict_future for HKD
[2025-10-13T23:56:26.886971] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:26.887667] [DEBUG] [LOCAL     ] No optimal features file found for HKD: ./output/feature-sets/HKD.txt
[2025-10-13T23:56:26.887725] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:26.887760] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:26.887787] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:26.887844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:26.904819] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:26.905333] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:26.905411] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:26.905445] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:26.940538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:26.940611] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:26.940672] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:26.940722] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:26.943663] [DEBUG] [FORECASTER] HKD: Forecast T+1@11:T+2@11: DOWN (p=48.91%)
[2025-10-13T23:56:26.943911] [INFO ] [FORECASTER] Completed predict_future for HKD
[2025-10-13T23:56:26.944043] [INFO ] [sig       ] HKD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:27.080938] [INFO ] [LOCAL     ] Saved forecast: HKD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HKD.txt
[2025-10-13T23:56:27.081125] [INFO ] [sig       ] [863/1810] Completed HKD in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:27.081167] [INFO ] [sig       ] [864/1810] Forecasting HL...
[2025-10-13T23:56:27.081197] [INFO ] [sig       ] Generating forecast for: HL
[2025-10-13T23:56:27.081228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HL' from 'https://tdm.silogroup.org/data/derivative_storage/HL.csv'.
[2025-10-13T23:56:27.090561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HL'.
[2025-10-13T23:56:27.090848] [INFO ] [FORECASTER] Starting predict_future for HL
[2025-10-13T23:56:27.115302] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:27.115993] [DEBUG] [LOCAL     ] No optimal features file found for HL: ./output/feature-sets/HL.txt
[2025-10-13T23:56:27.116047] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:27.116080] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:27.116107] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:27.116183] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:27.133033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:27.133549] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:27.133625] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:27.133692] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:27.171725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:27.171820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:27.171857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:27.171885] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:27.174943] [DEBUG] [FORECASTER] HL: Forecast T+1@11:T+2@11: UP (p=98.18%)
[2025-10-13T23:56:27.175196] [INFO ] [FORECASTER] Completed predict_future for HL
[2025-10-13T23:56:27.175329] [INFO ] [sig       ] HL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:27.313242] [INFO ] [LOCAL     ] Saved forecast: HL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HL.txt
[2025-10-13T23:56:27.313460] [INFO ] [sig       ] [864/1810] Completed HL in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:27.313502] [INFO ] [sig       ] [865/1810] Forecasting HLF...
[2025-10-13T23:56:27.313533] [INFO ] [sig       ] Generating forecast for: HLF
[2025-10-13T23:56:27.313565] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLF' from 'https://tdm.silogroup.org/data/derivative_storage/HLF.csv'.
[2025-10-13T23:56:27.322915] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLF'.
[2025-10-13T23:56:27.323274] [INFO ] [FORECASTER] Starting predict_future for HLF
[2025-10-13T23:56:27.348088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:27.348800] [DEBUG] [LOCAL     ] No optimal features file found for HLF: ./output/feature-sets/HLF.txt
[2025-10-13T23:56:27.348855] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:27.348889] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:27.348917] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:27.348974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:27.365699] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:27.366266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:27.366345] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:27.366379] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:27.402098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:27.402208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:27.402246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:27.402275] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:27.405426] [DEBUG] [FORECASTER] HLF: Forecast T+1@11:T+2@11: DOWN (p=0.27%)
[2025-10-13T23:56:27.405719] [INFO ] [FORECASTER] Completed predict_future for HLF
[2025-10-13T23:56:27.405857] [INFO ] [sig       ] HLF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:27.543509] [INFO ] [LOCAL     ] Saved forecast: HLF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HLF.txt
[2025-10-13T23:56:27.543794] [INFO ] [sig       ] [865/1810] Completed HLF in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:27.543855] [INFO ] [sig       ] [866/1810] Forecasting HLI...
[2025-10-13T23:56:27.543889] [INFO ] [sig       ] Generating forecast for: HLI
[2025-10-13T23:56:27.543923] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLI' from 'https://tdm.silogroup.org/data/derivative_storage/HLI.csv'.
[2025-10-13T23:56:27.552941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLI'.
[2025-10-13T23:56:27.553299] [INFO ] [FORECASTER] Starting predict_future for HLI
[2025-10-13T23:56:27.577871] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:27.578564] [DEBUG] [LOCAL     ] No optimal features file found for HLI: ./output/feature-sets/HLI.txt
[2025-10-13T23:56:27.578617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:27.578679] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:27.578727] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:27.578787] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:27.595505] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:27.596099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:27.596184] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:27.596217] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:27.632328] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:27.632440] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:27.632478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:27.632508] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:27.635736] [DEBUG] [FORECASTER] HLI: Forecast T+1@11:T+2@11: UP (p=93.54%)
[2025-10-13T23:56:27.636008] [INFO ] [FORECASTER] Completed predict_future for HLI
[2025-10-13T23:56:27.636140] [INFO ] [sig       ] HLI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:27.773943] [INFO ] [LOCAL     ] Saved forecast: HLI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HLI.txt
[2025-10-13T23:56:27.774191] [INFO ] [sig       ] [866/1810] Completed HLI in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:27.774233] [INFO ] [sig       ] [867/1810] Forecasting HLIO...
[2025-10-13T23:56:27.774263] [INFO ] [sig       ] Generating forecast for: HLIO
[2025-10-13T23:56:27.774295] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLIO' from 'https://tdm.silogroup.org/data/derivative_storage/HLIO.csv'.
[2025-10-13T23:56:27.783789] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLIO'.
[2025-10-13T23:56:27.784111] [INFO ] [FORECASTER] Starting predict_future for HLIO
[2025-10-13T23:56:27.808586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:27.809267] [DEBUG] [LOCAL     ] No optimal features file found for HLIO: ./output/feature-sets/HLIO.txt
[2025-10-13T23:56:27.809322] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:27.809355] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:27.809383] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:27.809439] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:27.826143] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:27.826690] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:27.826773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:27.826807] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:27.864289] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:27.864369] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:27.864405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:27.864434] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:27.867444] [DEBUG] [FORECASTER] HLIO: Forecast T+1@11:T+2@11: UP (p=97.63%)
[2025-10-13T23:56:27.867755] [INFO ] [FORECASTER] Completed predict_future for HLIO
[2025-10-13T23:56:27.867917] [INFO ] [sig       ] HLIO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:28.006764] [INFO ] [LOCAL     ] Saved forecast: HLIO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HLIO.txt
[2025-10-13T23:56:28.006964] [INFO ] [sig       ] [867/1810] Completed HLIO in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:28.007015] [INFO ] [sig       ] [868/1810] Forecasting HLLY...
[2025-10-13T23:56:28.007048] [INFO ] [sig       ] Generating forecast for: HLLY
[2025-10-13T23:56:28.007080] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLLY' from 'https://tdm.silogroup.org/data/derivative_storage/HLLY.csv'.
[2025-10-13T23:56:28.019762] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLLY'.
[2025-10-13T23:56:28.020076] [INFO ] [FORECASTER] Starting predict_future for HLLY
[2025-10-13T23:56:28.044767] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:28.045500] [DEBUG] [LOCAL     ] No optimal features file found for HLLY: ./output/feature-sets/HLLY.txt
[2025-10-13T23:56:28.045556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:28.045589] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:28.045617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:28.045698] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:28.062530] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:28.063111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:28.063189] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:28.063222] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:28.096981] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:28.097059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:28.097095] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:28.097124] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:28.100099] [DEBUG] [FORECASTER] HLLY: Forecast T+1@11:T+2@11: UP (p=89.55%)
[2025-10-13T23:56:28.100345] [INFO ] [FORECASTER] Completed predict_future for HLLY
[2025-10-13T23:56:28.100476] [INFO ] [sig       ] HLLY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:28.237784] [INFO ] [LOCAL     ] Saved forecast: HLLY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HLLY.txt
[2025-10-13T23:56:28.237994] [INFO ] [sig       ] [868/1810] Completed HLLY in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:28.238036] [INFO ] [sig       ] [869/1810] Forecasting HLN...
[2025-10-13T23:56:28.238066] [INFO ] [sig       ] Generating forecast for: HLN
[2025-10-13T23:56:28.238097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLN' from 'https://tdm.silogroup.org/data/derivative_storage/HLN.csv'.
[2025-10-13T23:56:28.247027] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLN'.
[2025-10-13T23:56:28.247290] [INFO ] [FORECASTER] Starting predict_future for HLN
[2025-10-13T23:56:28.271545] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:28.272227] [DEBUG] [LOCAL     ] No optimal features file found for HLN: ./output/feature-sets/HLN.txt
[2025-10-13T23:56:28.272281] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:28.272314] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:28.272341] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:28.272397] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:28.289098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:28.289612] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:28.289714] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:28.289757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:28.325049] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:28.325125] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:28.325160] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:28.325224] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:28.328188] [DEBUG] [FORECASTER] HLN: Forecast T+1@11:T+2@11: DOWN (p=33.10%)
[2025-10-13T23:56:28.328429] [INFO ] [FORECASTER] Completed predict_future for HLN
[2025-10-13T23:56:28.328565] [INFO ] [sig       ] HLN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:28.466349] [INFO ] [LOCAL     ] Saved forecast: HLN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HLN.txt
[2025-10-13T23:56:28.466538] [INFO ] [sig       ] [869/1810] Completed HLN in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:28.466579] [INFO ] [sig       ] [870/1810] Forecasting HLT...
[2025-10-13T23:56:28.466610] [INFO ] [sig       ] Generating forecast for: HLT
[2025-10-13T23:56:28.466661] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HLT' from 'https://tdm.silogroup.org/data/derivative_storage/HLT.csv'.
[2025-10-13T23:56:28.476603] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HLT'.
[2025-10-13T23:56:28.477067] [INFO ] [FORECASTER] Starting predict_future for HLT
[2025-10-13T23:56:28.504779] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:28.505787] [DEBUG] [LOCAL     ] No optimal features file found for HLT: ./output/feature-sets/HLT.txt
[2025-10-13T23:56:28.505844] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:28.505879] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:28.505908] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:28.505992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:28.526038] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:28.526671] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:28.526776] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:28.526822] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:28.566666] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:28.566797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:28.566854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:28.566888] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:28.570420] [DEBUG] [FORECASTER] HLT: Forecast T+1@11:T+2@11: UP (p=86.92%)
[2025-10-13T23:56:28.570800] [INFO ] [FORECASTER] Completed predict_future for HLT
[2025-10-13T23:56:28.570977] [INFO ] [sig       ] HLT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:28.733714] [INFO ] [LOCAL     ] Saved forecast: HLT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HLT.txt
[2025-10-13T23:56:28.734034] [INFO ] [sig       ] [870/1810] Completed HLT in 0.3s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:28.734097] [INFO ] [sig       ] [871/1810] Forecasting HMC...
[2025-10-13T23:56:28.734153] [INFO ] [sig       ] Generating forecast for: HMC
[2025-10-13T23:56:28.734273] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMC' from 'https://tdm.silogroup.org/data/derivative_storage/HMC.csv'.
[2025-10-13T23:56:28.743484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMC'.
[2025-10-13T23:56:28.743807] [INFO ] [FORECASTER] Starting predict_future for HMC
[2025-10-13T23:56:28.768340] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:28.769047] [DEBUG] [LOCAL     ] No optimal features file found for HMC: ./output/feature-sets/HMC.txt
[2025-10-13T23:56:28.769101] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:28.769134] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:28.769161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:28.769217] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:28.786022] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:28.786541] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:28.786622] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:28.786686] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:28.822716] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:28.822793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:28.822829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:28.822858] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:28.825808] [DEBUG] [FORECASTER] HMC: Forecast T+1@11:T+2@11: UP (p=86.36%)
[2025-10-13T23:56:28.826051] [INFO ] [FORECASTER] Completed predict_future for HMC
[2025-10-13T23:56:28.826180] [INFO ] [sig       ] HMC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:28.963727] [INFO ] [LOCAL     ] Saved forecast: HMC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HMC.txt
[2025-10-13T23:56:28.963938] [INFO ] [sig       ] [871/1810] Completed HMC in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:28.963979] [INFO ] [sig       ] [872/1810] Forecasting HMN...
[2025-10-13T23:56:28.964009] [INFO ] [sig       ] Generating forecast for: HMN
[2025-10-13T23:56:28.964039] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMN' from 'https://tdm.silogroup.org/data/derivative_storage/HMN.csv'.
[2025-10-13T23:56:28.972635] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMN'.
[2025-10-13T23:56:28.972917] [INFO ] [FORECASTER] Starting predict_future for HMN
[2025-10-13T23:56:28.997228] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:28.997950] [DEBUG] [LOCAL     ] No optimal features file found for HMN: ./output/feature-sets/HMN.txt
[2025-10-13T23:56:28.998003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:28.998036] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:28.998064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:28.998120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:29.014990] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:29.015507] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:29.015586] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:29.015619] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:29.053365] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:29.053472] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:29.053529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:29.053561] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:29.056635] [DEBUG] [FORECASTER] HMN: Forecast T+1@11:T+2@11: UP (p=79.12%)
[2025-10-13T23:56:29.056923] [INFO ] [FORECASTER] Completed predict_future for HMN
[2025-10-13T23:56:29.057061] [INFO ] [sig       ] HMN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:29.194614] [INFO ] [LOCAL     ] Saved forecast: HMN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HMN.txt
[2025-10-13T23:56:29.194887] [INFO ] [sig       ] [872/1810] Completed HMN in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:29.194936] [INFO ] [sig       ] [873/1810] Forecasting HMY...
[2025-10-13T23:56:29.194967] [INFO ] [sig       ] Generating forecast for: HMY
[2025-10-13T23:56:29.194999] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HMY' from 'https://tdm.silogroup.org/data/derivative_storage/HMY.csv'.
[2025-10-13T23:56:29.204686] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HMY'.
[2025-10-13T23:56:29.205022] [INFO ] [FORECASTER] Starting predict_future for HMY
[2025-10-13T23:56:29.229534] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:29.230230] [DEBUG] [LOCAL     ] No optimal features file found for HMY: ./output/feature-sets/HMY.txt
[2025-10-13T23:56:29.230284] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:29.230318] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:29.230346] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:29.230402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:29.247157] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:29.247787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:29.247867] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:29.247900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:29.283576] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:29.283680] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:29.283732] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:29.283764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:29.286743] [DEBUG] [FORECASTER] HMY: Forecast T+1@11:T+2@11: DOWN (p=14.69%)
[2025-10-13T23:56:29.286991] [INFO ] [FORECASTER] Completed predict_future for HMY
[2025-10-13T23:56:29.287121] [INFO ] [sig       ] HMY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:29.425199] [INFO ] [LOCAL     ] Saved forecast: HMY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HMY.txt
[2025-10-13T23:56:29.425399] [INFO ] [sig       ] [873/1810] Completed HMY in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:29.425440] [INFO ] [sig       ] [874/1810] Forecasting HNI...
[2025-10-13T23:56:29.425470] [INFO ] [sig       ] Generating forecast for: HNI
[2025-10-13T23:56:29.425501] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HNI' from 'https://tdm.silogroup.org/data/derivative_storage/HNI.csv'.
[2025-10-13T23:56:29.435424] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HNI'.
[2025-10-13T23:56:29.435814] [INFO ] [FORECASTER] Starting predict_future for HNI
[2025-10-13T23:56:29.460503] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:29.461207] [DEBUG] [LOCAL     ] No optimal features file found for HNI: ./output/feature-sets/HNI.txt
[2025-10-13T23:56:29.461295] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:29.461336] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:29.461365] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:29.461422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:29.478151] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:29.478713] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:29.478796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:29.478830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:29.512506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:29.512579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:29.512615] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:29.512669] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:29.515614] [DEBUG] [FORECASTER] HNI: Forecast T+1@11:T+2@11: DOWN (p=37.81%)
[2025-10-13T23:56:29.515885] [INFO ] [FORECASTER] Completed predict_future for HNI
[2025-10-13T23:56:29.516012] [INFO ] [sig       ] HNI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:29.653160] [INFO ] [LOCAL     ] Saved forecast: HNI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HNI.txt
[2025-10-13T23:56:29.653371] [INFO ] [sig       ] [874/1810] Completed HNI in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.8m
[2025-10-13T23:56:29.653421] [INFO ] [sig       ] [875/1810] Forecasting HOG...
[2025-10-13T23:56:29.653452] [INFO ] [sig       ] Generating forecast for: HOG
[2025-10-13T23:56:29.653484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOG' from 'https://tdm.silogroup.org/data/derivative_storage/HOG.csv'.
[2025-10-13T23:56:29.662056] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOG'.
[2025-10-13T23:56:29.662329] [INFO ] [FORECASTER] Starting predict_future for HOG
[2025-10-13T23:56:29.686607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:29.687287] [DEBUG] [LOCAL     ] No optimal features file found for HOG: ./output/feature-sets/HOG.txt
[2025-10-13T23:56:29.687341] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:29.687375] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:29.687402] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:29.687458] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:29.704244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:29.704802] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:29.704881] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:29.704914] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:29.739406] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:29.739480] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:29.739516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:29.739545] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:29.742496] [DEBUG] [FORECASTER] HOG: Forecast T+1@11:T+2@11: UP (p=59.52%)
[2025-10-13T23:56:29.742782] [INFO ] [FORECASTER] Completed predict_future for HOG
[2025-10-13T23:56:29.742912] [INFO ] [sig       ] HOG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:29.879909] [INFO ] [LOCAL     ] Saved forecast: HOG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HOG.txt
[2025-10-13T23:56:29.880112] [INFO ] [sig       ] [875/1810] Completed HOG in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:29.880153] [INFO ] [sig       ] [876/1810] Forecasting HOMB...
[2025-10-13T23:56:29.880183] [INFO ] [sig       ] Generating forecast for: HOMB
[2025-10-13T23:56:29.880214] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOMB' from 'https://tdm.silogroup.org/data/derivative_storage/HOMB.csv'.
[2025-10-13T23:56:29.888509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOMB'.
[2025-10-13T23:56:29.888811] [INFO ] [FORECASTER] Starting predict_future for HOMB
[2025-10-13T23:56:29.913051] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:29.913726] [DEBUG] [LOCAL     ] No optimal features file found for HOMB: ./output/feature-sets/HOMB.txt
[2025-10-13T23:56:29.913781] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:29.913814] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:29.913841] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:29.913897] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:29.930599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:29.931148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:29.931226] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:29.931259] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:29.963802] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:29.963874] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:29.963908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:29.963954] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:29.966862] [DEBUG] [FORECASTER] HOMB: Forecast T+1@11:T+2@11: UP (p=77.41%)
[2025-10-13T23:56:29.967106] [INFO ] [FORECASTER] Completed predict_future for HOMB
[2025-10-13T23:56:29.967232] [INFO ] [sig       ] HOMB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:30.107853] [INFO ] [LOCAL     ] Saved forecast: HOMB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HOMB.txt
[2025-10-13T23:56:30.108070] [INFO ] [sig       ] [876/1810] Completed HOMB in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:30.108111] [INFO ] [sig       ] [877/1810] Forecasting HOUS...
[2025-10-13T23:56:30.108140] [INFO ] [sig       ] Generating forecast for: HOUS
[2025-10-13T23:56:30.108171] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOUS' from 'https://tdm.silogroup.org/data/derivative_storage/HOUS.csv'.
[2025-10-13T23:56:30.116869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOUS'.
[2025-10-13T23:56:30.117139] [INFO ] [FORECASTER] Starting predict_future for HOUS
[2025-10-13T23:56:30.141786] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:30.142444] [DEBUG] [LOCAL     ] No optimal features file found for HOUS: ./output/feature-sets/HOUS.txt
[2025-10-13T23:56:30.142502] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:30.142539] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:30.142568] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:30.142624] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:30.159504] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:30.160113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:30.160226] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:30.160265] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:30.194137] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:30.194213] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:30.194248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:30.194276] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:30.197234] [DEBUG] [FORECASTER] HOUS: Forecast T+1@11:T+2@11: DOWN (p=10.84%)
[2025-10-13T23:56:30.197476] [INFO ] [FORECASTER] Completed predict_future for HOUS
[2025-10-13T23:56:30.197633] [INFO ] [sig       ] HOUS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:30.335320] [INFO ] [LOCAL     ] Saved forecast: HOUS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HOUS.txt
[2025-10-13T23:56:30.335530] [INFO ] [sig       ] [877/1810] Completed HOUS in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:30.335570] [INFO ] [sig       ] [878/1810] Forecasting HOV...
[2025-10-13T23:56:30.335600] [INFO ] [sig       ] Generating forecast for: HOV
[2025-10-13T23:56:30.335632] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HOV' from 'https://tdm.silogroup.org/data/derivative_storage/HOV.csv'.
[2025-10-13T23:56:30.344104] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HOV'.
[2025-10-13T23:56:30.344413] [INFO ] [FORECASTER] Starting predict_future for HOV
[2025-10-13T23:56:30.369399] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:30.370085] [DEBUG] [LOCAL     ] No optimal features file found for HOV: ./output/feature-sets/HOV.txt
[2025-10-13T23:56:30.370140] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:30.370172] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:30.370200] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:30.370257] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:30.387262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:30.387914] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:30.387993] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:30.388027] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:30.421245] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:30.421320] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:30.421355] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:30.421384] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:30.424384] [DEBUG] [FORECASTER] HOV: Forecast T+1@11:T+2@11: UP (p=94.62%)
[2025-10-13T23:56:30.424629] [INFO ] [FORECASTER] Completed predict_future for HOV
[2025-10-13T23:56:30.424810] [INFO ] [sig       ] HOV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:30.565800] [INFO ] [LOCAL     ] Saved forecast: HOV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HOV.txt
[2025-10-13T23:56:30.566065] [INFO ] [sig       ] [878/1810] Completed HOV in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:30.566109] [INFO ] [sig       ] [879/1810] Forecasting HP...
[2025-10-13T23:56:30.566141] [INFO ] [sig       ] Generating forecast for: HP
[2025-10-13T23:56:30.566173] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HP' from 'https://tdm.silogroup.org/data/derivative_storage/HP.csv'.
[2025-10-13T23:56:30.574985] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HP'.
[2025-10-13T23:56:30.575256] [INFO ] [FORECASTER] Starting predict_future for HP
[2025-10-13T23:56:30.600634] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:30.601352] [DEBUG] [LOCAL     ] No optimal features file found for HP: ./output/feature-sets/HP.txt
[2025-10-13T23:56:30.601408] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:30.601442] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:30.601470] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:30.601529] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:30.618706] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:30.619284] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:30.619382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:30.619449] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:30.655003] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:30.655087] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:30.655123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:30.655153] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:30.659381] [DEBUG] [FORECASTER] HP: Forecast T+1@11:T+2@11: DOWN (p=13.28%)
[2025-10-13T23:56:30.659747] [INFO ] [FORECASTER] Completed predict_future for HP
[2025-10-13T23:56:30.659887] [INFO ] [sig       ] HP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:30.804924] [INFO ] [LOCAL     ] Saved forecast: HP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HP.txt
[2025-10-13T23:56:30.805215] [INFO ] [sig       ] [879/1810] Completed HP in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:30.805275] [INFO ] [sig       ] [880/1810] Forecasting HPE...
[2025-10-13T23:56:30.805309] [INFO ] [sig       ] Generating forecast for: HPE
[2025-10-13T23:56:30.805341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPE' from 'https://tdm.silogroup.org/data/derivative_storage/HPE.csv'.
[2025-10-13T23:56:30.814343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPE'.
[2025-10-13T23:56:30.814620] [INFO ] [FORECASTER] Starting predict_future for HPE
[2025-10-13T23:56:30.839848] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:30.840590] [DEBUG] [LOCAL     ] No optimal features file found for HPE: ./output/feature-sets/HPE.txt
[2025-10-13T23:56:30.840665] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:30.840720] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:30.840751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:30.840813] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:30.857847] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:30.858386] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:30.858465] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:30.858499] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:30.893007] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:30.893093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:30.893128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:30.893157] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:30.897735] [DEBUG] [FORECASTER] HPE: Forecast T+1@11:T+2@11: UP (p=93.68%)
[2025-10-13T23:56:30.898233] [INFO ] [FORECASTER] Completed predict_future for HPE
[2025-10-13T23:56:30.898439] [INFO ] [sig       ] HPE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:31.040775] [INFO ] [LOCAL     ] Saved forecast: HPE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HPE.txt
[2025-10-13T23:56:31.041004] [INFO ] [sig       ] [880/1810] Completed HPE in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:31.041046] [INFO ] [sig       ] [881/1810] Forecasting HPF...
[2025-10-13T23:56:31.041075] [INFO ] [sig       ] Generating forecast for: HPF
[2025-10-13T23:56:31.041107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPF' from 'https://tdm.silogroup.org/data/derivative_storage/HPF.csv'.
[2025-10-13T23:56:31.049447] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPF'.
[2025-10-13T23:56:31.049732] [INFO ] [FORECASTER] Starting predict_future for HPF
[2025-10-13T23:56:31.074386] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:31.075170] [DEBUG] [LOCAL     ] No optimal features file found for HPF: ./output/feature-sets/HPF.txt
[2025-10-13T23:56:31.075228] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:31.075264] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:31.075294] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:31.075352] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:31.093532] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:31.094124] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:31.094208] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:31.094252] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:31.129138] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:31.129227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:31.129272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:31.129306] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:31.132330] [DEBUG] [FORECASTER] HPF: Forecast T+1@11:T+2@11: DOWN (p=42.18%)
[2025-10-13T23:56:31.132583] [INFO ] [FORECASTER] Completed predict_future for HPF
[2025-10-13T23:56:31.132739] [INFO ] [sig       ] HPF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:31.274017] [INFO ] [LOCAL     ] Saved forecast: HPF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HPF.txt
[2025-10-13T23:56:31.274238] [INFO ] [sig       ] [881/1810] Completed HPF in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:31.274288] [INFO ] [sig       ] [882/1810] Forecasting HPI...
[2025-10-13T23:56:31.274337] [INFO ] [sig       ] Generating forecast for: HPI
[2025-10-13T23:56:31.274377] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPI' from 'https://tdm.silogroup.org/data/derivative_storage/HPI.csv'.
[2025-10-13T23:56:31.283140] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPI'.
[2025-10-13T23:56:31.283449] [INFO ] [FORECASTER] Starting predict_future for HPI
[2025-10-13T23:56:31.308497] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:31.309182] [DEBUG] [LOCAL     ] No optimal features file found for HPI: ./output/feature-sets/HPI.txt
[2025-10-13T23:56:31.309240] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:31.309275] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:31.309303] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:31.309361] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:31.327373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:31.328084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:31.328170] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:31.328209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:31.361786] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:31.361866] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:31.361903] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:31.361932] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:31.364973] [DEBUG] [FORECASTER] HPI: Forecast T+1@11:T+2@11: DOWN (p=14.17%)
[2025-10-13T23:56:31.365220] [INFO ] [FORECASTER] Completed predict_future for HPI
[2025-10-13T23:56:31.365340] [INFO ] [sig       ] HPI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:31.507328] [INFO ] [LOCAL     ] Saved forecast: HPI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HPI.txt
[2025-10-13T23:56:31.507587] [INFO ] [sig       ] [882/1810] Completed HPI in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:31.507673] [INFO ] [sig       ] [883/1810] Forecasting HPP...
[2025-10-13T23:56:31.507728] [INFO ] [sig       ] Generating forecast for: HPP
[2025-10-13T23:56:31.507765] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPP' from 'https://tdm.silogroup.org/data/derivative_storage/HPP.csv'.
[2025-10-13T23:56:31.516689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPP'.
[2025-10-13T23:56:31.516943] [INFO ] [FORECASTER] Starting predict_future for HPP
[2025-10-13T23:56:31.541612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:31.542315] [DEBUG] [LOCAL     ] No optimal features file found for HPP: ./output/feature-sets/HPP.txt
[2025-10-13T23:56:31.542370] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:31.542403] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:31.542431] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:31.542488] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:31.559320] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:31.559877] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:31.559957] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:31.559990] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:31.601094] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:31.601301] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:31.601363] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:31.601417] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:31.604946] [DEBUG] [FORECASTER] HPP: Forecast T+1@11:T+2@11: DOWN (p=5.27%)
[2025-10-13T23:56:31.605207] [INFO ] [FORECASTER] Completed predict_future for HPP
[2025-10-13T23:56:31.605335] [INFO ] [sig       ] HPP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:31.748397] [INFO ] [LOCAL     ] Saved forecast: HPP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HPP.txt
[2025-10-13T23:56:31.748634] [INFO ] [sig       ] [883/1810] Completed HPP in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:31.748743] [INFO ] [sig       ] [884/1810] Forecasting HPQ...
[2025-10-13T23:56:31.748783] [INFO ] [sig       ] Generating forecast for: HPQ
[2025-10-13T23:56:31.748816] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPQ' from 'https://tdm.silogroup.org/data/derivative_storage/HPQ.csv'.
[2025-10-13T23:56:31.759441] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPQ'.
[2025-10-13T23:56:31.759800] [INFO ] [FORECASTER] Starting predict_future for HPQ
[2025-10-13T23:56:31.784485] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:31.785175] [DEBUG] [LOCAL     ] No optimal features file found for HPQ: ./output/feature-sets/HPQ.txt
[2025-10-13T23:56:31.785229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:31.785263] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:31.785292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:31.785349] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:31.802600] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:31.803180] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:31.803260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:31.803293] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:31.843467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:31.843563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:31.843602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:31.843630] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:31.846799] [DEBUG] [FORECASTER] HPQ: Forecast T+1@11:T+2@11: DOWN (p=25.12%)
[2025-10-13T23:56:31.847053] [INFO ] [FORECASTER] Completed predict_future for HPQ
[2025-10-13T23:56:31.847190] [INFO ] [sig       ] HPQ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:31.988104] [INFO ] [LOCAL     ] Saved forecast: HPQ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HPQ.txt
[2025-10-13T23:56:31.988368] [INFO ] [sig       ] [884/1810] Completed HPQ in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:31.988411] [INFO ] [sig       ] [885/1810] Forecasting HPS...
[2025-10-13T23:56:31.988440] [INFO ] [sig       ] Generating forecast for: HPS
[2025-10-13T23:56:31.988473] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HPS' from 'https://tdm.silogroup.org/data/derivative_storage/HPS.csv'.
[2025-10-13T23:56:31.997339] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HPS'.
[2025-10-13T23:56:31.997619] [INFO ] [FORECASTER] Starting predict_future for HPS
[2025-10-13T23:56:32.022340] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:32.023031] [DEBUG] [LOCAL     ] No optimal features file found for HPS: ./output/feature-sets/HPS.txt
[2025-10-13T23:56:32.023085] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:32.023119] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:32.023147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:32.023203] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:32.040494] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:32.041061] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:32.041205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:32.041246] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:32.075131] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:32.075206] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:32.075242] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:32.075271] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:32.078279] [DEBUG] [FORECASTER] HPS: Forecast T+1@11:T+2@11: UP (p=81.28%)
[2025-10-13T23:56:32.078540] [INFO ] [FORECASTER] Completed predict_future for HPS
[2025-10-13T23:56:32.078692] [INFO ] [sig       ] HPS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:32.218570] [INFO ] [LOCAL     ] Saved forecast: HPS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HPS.txt
[2025-10-13T23:56:32.218794] [INFO ] [sig       ] [885/1810] Completed HPS in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:32.218853] [INFO ] [sig       ] [886/1810] Forecasting HQH...
[2025-10-13T23:56:32.218887] [INFO ] [sig       ] Generating forecast for: HQH
[2025-10-13T23:56:32.218919] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HQH' from 'https://tdm.silogroup.org/data/derivative_storage/HQH.csv'.
[2025-10-13T23:56:32.228228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HQH'.
[2025-10-13T23:56:32.228561] [INFO ] [FORECASTER] Starting predict_future for HQH
[2025-10-13T23:56:32.253506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:32.254271] [DEBUG] [LOCAL     ] No optimal features file found for HQH: ./output/feature-sets/HQH.txt
[2025-10-13T23:56:32.254326] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:32.254359] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:32.254387] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:32.254443] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:32.271548] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:32.272111] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:32.272190] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:32.272224] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:32.306878] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:32.306959] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:32.306995] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:32.307023] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:32.310142] [DEBUG] [FORECASTER] HQH: Forecast T+1@11:T+2@11: DOWN (p=12.48%)
[2025-10-13T23:56:32.310390] [INFO ] [FORECASTER] Completed predict_future for HQH
[2025-10-13T23:56:32.310517] [INFO ] [sig       ] HQH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:32.450808] [INFO ] [LOCAL     ] Saved forecast: HQH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HQH.txt
[2025-10-13T23:56:32.451030] [INFO ] [sig       ] [886/1810] Completed HQH in 0.2s | 4.16 sym/s | Total: 3.5m | ETA: 3.7m
[2025-10-13T23:56:32.451071] [INFO ] [sig       ] [887/1810] Forecasting HQL...
[2025-10-13T23:56:32.451102] [INFO ] [sig       ] Generating forecast for: HQL
[2025-10-13T23:56:32.451136] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HQL' from 'https://tdm.silogroup.org/data/derivative_storage/HQL.csv'.
[2025-10-13T23:56:32.460521] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HQL'.
[2025-10-13T23:56:32.460871] [INFO ] [FORECASTER] Starting predict_future for HQL
[2025-10-13T23:56:32.485512] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:32.486206] [DEBUG] [LOCAL     ] No optimal features file found for HQL: ./output/feature-sets/HQL.txt
[2025-10-13T23:56:32.486275] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:32.486310] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:32.486342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:32.486398] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:32.503232] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:32.503788] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:32.503873] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:32.503906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:32.536624] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:32.536732] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:32.536775] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:32.536804] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:32.539871] [DEBUG] [FORECASTER] HQL: Forecast T+1@11:T+2@11: DOWN (p=44.22%)
[2025-10-13T23:56:32.540119] [INFO ] [FORECASTER] Completed predict_future for HQL
[2025-10-13T23:56:32.540247] [INFO ] [sig       ] HQL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:32.678597] [INFO ] [LOCAL     ] Saved forecast: HQL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HQL.txt
[2025-10-13T23:56:32.678836] [INFO ] [sig       ] [887/1810] Completed HQL in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:32.678889] [INFO ] [sig       ] [888/1810] Forecasting HR...
[2025-10-13T23:56:32.678923] [INFO ] [sig       ] Generating forecast for: HR
[2025-10-13T23:56:32.678955] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HR' from 'https://tdm.silogroup.org/data/derivative_storage/HR.csv'.
[2025-10-13T23:56:32.688333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HR'.
[2025-10-13T23:56:32.688678] [INFO ] [FORECASTER] Starting predict_future for HR
[2025-10-13T23:56:32.713540] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:32.714230] [DEBUG] [LOCAL     ] No optimal features file found for HR: ./output/feature-sets/HR.txt
[2025-10-13T23:56:32.714284] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:32.714317] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:32.714345] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:32.714402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:32.731450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:32.732004] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:32.732083] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:32.732117] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:32.767942] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:32.768128] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:32.768172] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:32.768206] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:32.771812] [DEBUG] [FORECASTER] HR: Forecast T+1@11:T+2@11: UP (p=83.27%)
[2025-10-13T23:56:32.772085] [INFO ] [FORECASTER] Completed predict_future for HR
[2025-10-13T23:56:32.772216] [INFO ] [sig       ] HR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:32.911580] [INFO ] [LOCAL     ] Saved forecast: HR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HR.txt
[2025-10-13T23:56:32.911848] [INFO ] [sig       ] [888/1810] Completed HR in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:32.911905] [INFO ] [sig       ] [889/1810] Forecasting HRB...
[2025-10-13T23:56:32.911938] [INFO ] [sig       ] Generating forecast for: HRB
[2025-10-13T23:56:32.911981] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRB' from 'https://tdm.silogroup.org/data/derivative_storage/HRB.csv'.
[2025-10-13T23:56:32.922037] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRB'.
[2025-10-13T23:56:32.922306] [INFO ] [FORECASTER] Starting predict_future for HRB
[2025-10-13T23:56:32.946946] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:32.947636] [DEBUG] [LOCAL     ] No optimal features file found for HRB: ./output/feature-sets/HRB.txt
[2025-10-13T23:56:32.947716] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:32.947753] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:32.947780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:32.947836] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:32.965760] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:32.966314] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:32.966392] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:32.966426] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:33.000509] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:33.000593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:33.000629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:33.000694] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:33.003691] [DEBUG] [FORECASTER] HRB: Forecast T+1@11:T+2@11: UP (p=51.31%)
[2025-10-13T23:56:33.003947] [INFO ] [FORECASTER] Completed predict_future for HRB
[2025-10-13T23:56:33.004071] [INFO ] [sig       ] HRB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:33.143715] [INFO ] [LOCAL     ] Saved forecast: HRB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HRB.txt
[2025-10-13T23:56:33.143923] [INFO ] [sig       ] [889/1810] Completed HRB in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:33.143965] [INFO ] [sig       ] [890/1810] Forecasting HRI...
[2025-10-13T23:56:33.143996] [INFO ] [sig       ] Generating forecast for: HRI
[2025-10-13T23:56:33.144028] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRI' from 'https://tdm.silogroup.org/data/derivative_storage/HRI.csv'.
[2025-10-13T23:56:33.153505] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRI'.
[2025-10-13T23:56:33.153857] [INFO ] [FORECASTER] Starting predict_future for HRI
[2025-10-13T23:56:33.178609] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:33.179295] [DEBUG] [LOCAL     ] No optimal features file found for HRI: ./output/feature-sets/HRI.txt
[2025-10-13T23:56:33.179350] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:33.179383] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:33.179411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:33.179527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:33.197100] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:33.197840] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:33.197924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:33.197958] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:33.230498] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:33.230607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:33.230671] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:33.230725] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:33.233980] [DEBUG] [FORECASTER] HRI: Forecast T+1@11:T+2@11: DOWN (p=15.08%)
[2025-10-13T23:56:33.234263] [INFO ] [FORECASTER] Completed predict_future for HRI
[2025-10-13T23:56:33.234393] [INFO ] [sig       ] HRI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:33.378914] [INFO ] [LOCAL     ] Saved forecast: HRI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HRI.txt
[2025-10-13T23:56:33.379138] [INFO ] [sig       ] [890/1810] Completed HRI in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:33.379181] [INFO ] [sig       ] [891/1810] Forecasting HRL...
[2025-10-13T23:56:33.379211] [INFO ] [sig       ] Generating forecast for: HRL
[2025-10-13T23:56:33.379244] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRL' from 'https://tdm.silogroup.org/data/derivative_storage/HRL.csv'.
[2025-10-13T23:56:33.388480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRL'.
[2025-10-13T23:56:33.388801] [INFO ] [FORECASTER] Starting predict_future for HRL
[2025-10-13T23:56:33.413506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:33.414276] [DEBUG] [LOCAL     ] No optimal features file found for HRL: ./output/feature-sets/HRL.txt
[2025-10-13T23:56:33.414330] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:33.414363] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:33.414391] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:33.414447] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:33.431352] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:33.431939] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:33.432021] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:33.432055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:33.466681] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:33.466760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:33.466796] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:33.466826] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:33.469819] [DEBUG] [FORECASTER] HRL: Forecast T+1@11:T+2@11: UP (p=75.64%)
[2025-10-13T23:56:33.470063] [INFO ] [FORECASTER] Completed predict_future for HRL
[2025-10-13T23:56:33.470193] [INFO ] [sig       ] HRL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:33.608444] [INFO ] [LOCAL     ] Saved forecast: HRL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HRL.txt
[2025-10-13T23:56:33.608673] [INFO ] [sig       ] [891/1810] Completed HRL in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:33.608733] [INFO ] [sig       ] [892/1810] Forecasting HRTG...
[2025-10-13T23:56:33.608768] [INFO ] [sig       ] Generating forecast for: HRTG
[2025-10-13T23:56:33.608801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HRTG' from 'https://tdm.silogroup.org/data/derivative_storage/HRTG.csv'.
[2025-10-13T23:56:33.617699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HRTG'.
[2025-10-13T23:56:33.618014] [INFO ] [FORECASTER] Starting predict_future for HRTG
[2025-10-13T23:56:33.643738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:33.644420] [DEBUG] [LOCAL     ] No optimal features file found for HRTG: ./output/feature-sets/HRTG.txt
[2025-10-13T23:56:33.644474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:33.644509] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:33.644538] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:33.644596] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:33.662361] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:33.662973] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:33.663074] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:33.663145] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:33.696940] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:33.697085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:33.697125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:33.697154] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:33.700575] [DEBUG] [FORECASTER] HRTG: Forecast T+1@11:T+2@11: DOWN (p=2.99%)
[2025-10-13T23:56:33.700877] [INFO ] [FORECASTER] Completed predict_future for HRTG
[2025-10-13T23:56:33.701013] [INFO ] [sig       ] HRTG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:33.846117] [INFO ] [LOCAL     ] Saved forecast: HRTG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HRTG.txt
[2025-10-13T23:56:33.846331] [INFO ] [sig       ] [892/1810] Completed HRTG in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:33.846373] [INFO ] [sig       ] [893/1810] Forecasting HSBC...
[2025-10-13T23:56:33.846403] [INFO ] [sig       ] Generating forecast for: HSBC
[2025-10-13T23:56:33.846436] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSBC' from 'https://tdm.silogroup.org/data/derivative_storage/HSBC.csv'.
[2025-10-13T23:56:33.854738] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSBC'.
[2025-10-13T23:56:33.855012] [INFO ] [FORECASTER] Starting predict_future for HSBC
[2025-10-13T23:56:33.880293] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:33.881010] [DEBUG] [LOCAL     ] No optimal features file found for HSBC: ./output/feature-sets/HSBC.txt
[2025-10-13T23:56:33.881066] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:33.881100] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:33.881130] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:33.881187] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:33.898951] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:33.899532] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:33.899612] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:33.899672] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:33.930759] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:33.930853] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:33.931238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:33.931272] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:33.934978] [DEBUG] [FORECASTER] HSBC: Forecast T+1@11:T+2@11: DOWN (p=11.59%)
[2025-10-13T23:56:33.935242] [INFO ] [FORECASTER] Completed predict_future for HSBC
[2025-10-13T23:56:33.935368] [INFO ] [sig       ] HSBC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:34.077813] [INFO ] [LOCAL     ] Saved forecast: HSBC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HSBC.txt
[2025-10-13T23:56:34.078031] [INFO ] [sig       ] [893/1810] Completed HSBC in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:34.078074] [INFO ] [sig       ] [894/1810] Forecasting HSHP...
[2025-10-13T23:56:34.078107] [INFO ] [sig       ] Generating forecast for: HSHP
[2025-10-13T23:56:34.078139] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSHP' from 'https://tdm.silogroup.org/data/derivative_storage/HSHP.csv'.
[2025-10-13T23:56:34.087007] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSHP'.
[2025-10-13T23:56:34.087319] [INFO ] [FORECASTER] Starting predict_future for HSHP
[2025-10-13T23:56:34.111763] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:34.112425] [DEBUG] [LOCAL     ] No optimal features file found for HSHP: ./output/feature-sets/HSHP.txt
[2025-10-13T23:56:34.112494] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:34.112529] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:34.112559] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:34.112616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:34.130238] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:34.130891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:34.130973] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:34.131008] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:34.164156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:34.164247] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:34.164284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:34.164312] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:34.167320] [DEBUG] [FORECASTER] HSHP: Forecast T+1@11:T+2@11: UP (p=91.85%)
[2025-10-13T23:56:34.167617] [INFO ] [FORECASTER] Completed predict_future for HSHP
[2025-10-13T23:56:34.167782] [INFO ] [sig       ] HSHP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:34.319774] [INFO ] [LOCAL     ] Saved forecast: HSHP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HSHP.txt
[2025-10-13T23:56:34.320028] [INFO ] [sig       ] [894/1810] Completed HSHP in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:34.320074] [INFO ] [sig       ] [895/1810] Forecasting HSY...
[2025-10-13T23:56:34.320108] [INFO ] [sig       ] Generating forecast for: HSY
[2025-10-13T23:56:34.320143] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HSY' from 'https://tdm.silogroup.org/data/derivative_storage/HSY.csv'.
[2025-10-13T23:56:34.329570] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HSY'.
[2025-10-13T23:56:34.329886] [INFO ] [FORECASTER] Starting predict_future for HSY
[2025-10-13T23:56:34.354885] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:34.355573] [DEBUG] [LOCAL     ] No optimal features file found for HSY: ./output/feature-sets/HSY.txt
[2025-10-13T23:56:34.355630] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:34.355712] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:34.355762] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:34.355853] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:34.375862] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:34.376407] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:34.376488] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:34.376522] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:34.411706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:34.411797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:34.411834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:34.411863] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:34.414892] [DEBUG] [FORECASTER] HSY: Forecast T+1@11:T+2@11: UP (p=93.13%)
[2025-10-13T23:56:34.415142] [INFO ] [FORECASTER] Completed predict_future for HSY
[2025-10-13T23:56:34.415262] [INFO ] [sig       ] HSY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:34.563378] [INFO ] [LOCAL     ] Saved forecast: HSY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HSY.txt
[2025-10-13T23:56:34.563596] [INFO ] [sig       ] [895/1810] Completed HSY in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:34.563679] [INFO ] [sig       ] [896/1810] Forecasting HTD...
[2025-10-13T23:56:34.563738] [INFO ] [sig       ] Generating forecast for: HTD
[2025-10-13T23:56:34.563788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTD' from 'https://tdm.silogroup.org/data/derivative_storage/HTD.csv'.
[2025-10-13T23:56:34.571889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTD'.
[2025-10-13T23:56:34.572169] [INFO ] [FORECASTER] Starting predict_future for HTD
[2025-10-13T23:56:34.597337] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:34.598146] [DEBUG] [LOCAL     ] No optimal features file found for HTD: ./output/feature-sets/HTD.txt
[2025-10-13T23:56:34.598202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:34.598237] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:34.598267] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:34.598324] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:34.616085] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:34.616827] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:34.616912] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:34.616947] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:34.650175] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:34.650270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:34.650307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:34.650335] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:34.653630] [DEBUG] [FORECASTER] HTD: Forecast T+1@11:T+2@11: DOWN (p=9.21%)
[2025-10-13T23:56:34.653936] [INFO ] [FORECASTER] Completed predict_future for HTD
[2025-10-13T23:56:34.654069] [INFO ] [sig       ] HTD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:34.800856] [INFO ] [LOCAL     ] Saved forecast: HTD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HTD.txt
[2025-10-13T23:56:34.801143] [INFO ] [sig       ] [896/1810] Completed HTD in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:34.801193] [INFO ] [sig       ] [897/1810] Forecasting HTGC...
[2025-10-13T23:56:34.801225] [INFO ] [sig       ] Generating forecast for: HTGC
[2025-10-13T23:56:34.801258] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTGC' from 'https://tdm.silogroup.org/data/derivative_storage/HTGC.csv'.
[2025-10-13T23:56:34.810227] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTGC'.
[2025-10-13T23:56:34.810567] [INFO ] [FORECASTER] Starting predict_future for HTGC
[2025-10-13T23:56:34.837740] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:34.838533] [DEBUG] [LOCAL     ] No optimal features file found for HTGC: ./output/feature-sets/HTGC.txt
[2025-10-13T23:56:34.838588] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:34.838622] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:34.838684] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:34.838759] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:34.855770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:34.856463] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:34.856544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:34.856578] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:34.891760] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:34.891848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:34.891884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:34.891914] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:34.894893] [DEBUG] [FORECASTER] HTGC: Forecast T+1@11:T+2@11: UP (p=68.99%)
[2025-10-13T23:56:34.895139] [INFO ] [FORECASTER] Completed predict_future for HTGC
[2025-10-13T23:56:34.895282] [INFO ] [sig       ] HTGC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:35.035925] [INFO ] [LOCAL     ] Saved forecast: HTGC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HTGC.txt
[2025-10-13T23:56:35.036125] [INFO ] [sig       ] [897/1810] Completed HTGC in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:35.036166] [INFO ] [sig       ] [898/1810] Forecasting HTH...
[2025-10-13T23:56:35.036197] [INFO ] [sig       ] Generating forecast for: HTH
[2025-10-13T23:56:35.036228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HTH' from 'https://tdm.silogroup.org/data/derivative_storage/HTH.csv'.
[2025-10-13T23:56:35.045447] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HTH'.
[2025-10-13T23:56:35.045787] [INFO ] [FORECASTER] Starting predict_future for HTH
[2025-10-13T23:56:35.070308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:35.071083] [DEBUG] [LOCAL     ] No optimal features file found for HTH: ./output/feature-sets/HTH.txt
[2025-10-13T23:56:35.071138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:35.071172] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:35.071200] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:35.071256] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:35.088073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:35.088601] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:35.088704] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:35.088752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:35.123188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:35.123310] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:35.123348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:35.123376] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:35.126596] [DEBUG] [FORECASTER] HTH: Forecast T+1@11:T+2@11: DOWN (p=4.66%)
[2025-10-13T23:56:35.126883] [INFO ] [FORECASTER] Completed predict_future for HTH
[2025-10-13T23:56:35.127017] [INFO ] [sig       ] HTH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:35.271242] [INFO ] [LOCAL     ] Saved forecast: HTH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HTH.txt
[2025-10-13T23:56:35.271475] [INFO ] [sig       ] [898/1810] Completed HTH in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.7m
[2025-10-13T23:56:35.271517] [INFO ] [sig       ] [899/1810] Forecasting HUBB...
[2025-10-13T23:56:35.271549] [INFO ] [sig       ] Generating forecast for: HUBB
[2025-10-13T23:56:35.271587] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUBB' from 'https://tdm.silogroup.org/data/derivative_storage/HUBB.csv'.
[2025-10-13T23:56:35.280534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUBB'.
[2025-10-13T23:56:35.280857] [INFO ] [FORECASTER] Starting predict_future for HUBB
[2025-10-13T23:56:35.305580] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:35.306294] [DEBUG] [LOCAL     ] No optimal features file found for HUBB: ./output/feature-sets/HUBB.txt
[2025-10-13T23:56:35.306350] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:35.306384] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:35.306412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:35.306470] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:35.324063] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:35.324621] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:35.324726] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:35.324786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:35.361277] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:35.361355] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:35.361390] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:35.361419] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:35.364436] [DEBUG] [FORECASTER] HUBB: Forecast T+1@11:T+2@11: UP (p=94.89%)
[2025-10-13T23:56:35.364708] [INFO ] [FORECASTER] Completed predict_future for HUBB
[2025-10-13T23:56:35.364849] [INFO ] [sig       ] HUBB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:35.507607] [INFO ] [LOCAL     ] Saved forecast: HUBB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HUBB.txt
[2025-10-13T23:56:35.507893] [INFO ] [sig       ] [899/1810] Completed HUBB in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:35.507943] [INFO ] [sig       ] [900/1810] Forecasting HUBS...
[2025-10-13T23:56:35.507976] [INFO ] [sig       ] Generating forecast for: HUBS
[2025-10-13T23:56:35.508008] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUBS' from 'https://tdm.silogroup.org/data/derivative_storage/HUBS.csv'.
[2025-10-13T23:56:35.517796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUBS'.
[2025-10-13T23:56:35.518402] [INFO ] [FORECASTER] Starting predict_future for HUBS
[2025-10-13T23:56:35.547700] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:35.548494] [DEBUG] [LOCAL     ] No optimal features file found for HUBS: ./output/feature-sets/HUBS.txt
[2025-10-13T23:56:35.548550] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:35.548588] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:35.548617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:35.548700] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:35.565460] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:35.566057] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:35.566140] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:35.566173] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:35.601968] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:35.602070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:35.602108] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:35.602137] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:35.605232] [DEBUG] [FORECASTER] HUBS: Forecast T+1@11:T+2@11: UP (p=98.07%)
[2025-10-13T23:56:35.605487] [INFO ] [FORECASTER] Completed predict_future for HUBS
[2025-10-13T23:56:35.605615] [INFO ] [sig       ] HUBS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:35.743280] [INFO ] [LOCAL     ] Saved forecast: HUBS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HUBS.txt
[2025-10-13T23:56:35.743493] [INFO ] [sig       ] [900/1810] Completed HUBS in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:35.743535] [INFO ] [sig       ] [901/1810] Forecasting HUN...
[2025-10-13T23:56:35.743566] [INFO ] [sig       ] Generating forecast for: HUN
[2025-10-13T23:56:35.743598] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUN' from 'https://tdm.silogroup.org/data/derivative_storage/HUN.csv'.
[2025-10-13T23:56:35.752946] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUN'.
[2025-10-13T23:56:35.753240] [INFO ] [FORECASTER] Starting predict_future for HUN
[2025-10-13T23:56:35.777772] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:35.778457] [DEBUG] [LOCAL     ] No optimal features file found for HUN: ./output/feature-sets/HUN.txt
[2025-10-13T23:56:35.778528] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:35.778563] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:35.778591] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:35.778674] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:35.795691] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:35.796285] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:35.796365] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:35.796398] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:35.831860] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:35.832028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:35.832071] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:35.832101] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:35.835562] [DEBUG] [FORECASTER] HUN: Forecast T+1@11:T+2@11: DOWN (p=32.53%)
[2025-10-13T23:56:35.835857] [INFO ] [FORECASTER] Completed predict_future for HUN
[2025-10-13T23:56:35.835993] [INFO ] [sig       ] HUN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:35.979786] [INFO ] [LOCAL     ] Saved forecast: HUN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HUN.txt
[2025-10-13T23:56:35.979998] [INFO ] [sig       ] [901/1810] Completed HUN in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:35.980040] [INFO ] [sig       ] [902/1810] Forecasting HUYA...
[2025-10-13T23:56:35.980070] [INFO ] [sig       ] Generating forecast for: HUYA
[2025-10-13T23:56:35.980102] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HUYA' from 'https://tdm.silogroup.org/data/derivative_storage/HUYA.csv'.
[2025-10-13T23:56:35.989175] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HUYA'.
[2025-10-13T23:56:35.989529] [INFO ] [FORECASTER] Starting predict_future for HUYA
[2025-10-13T23:56:36.014404] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:36.015226] [DEBUG] [LOCAL     ] No optimal features file found for HUYA: ./output/feature-sets/HUYA.txt
[2025-10-13T23:56:36.015283] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:36.015319] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:36.015350] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:36.015407] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:36.033636] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:36.034549] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:36.034632] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:36.034705] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:36.068548] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:36.068630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:36.068703] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:36.068743] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:36.071736] [DEBUG] [FORECASTER] HUYA: Forecast T+1@11:T+2@11: UP (p=87.73%)
[2025-10-13T23:56:36.071991] [INFO ] [FORECASTER] Completed predict_future for HUYA
[2025-10-13T23:56:36.072120] [INFO ] [sig       ] HUYA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:36.210256] [INFO ] [LOCAL     ] Saved forecast: HUYA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HUYA.txt
[2025-10-13T23:56:36.210479] [INFO ] [sig       ] [902/1810] Completed HUYA in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:36.210521] [INFO ] [sig       ] [903/1810] Forecasting HVT...
[2025-10-13T23:56:36.210551] [INFO ] [sig       ] Generating forecast for: HVT
[2025-10-13T23:56:36.210583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HVT' from 'https://tdm.silogroup.org/data/derivative_storage/HVT.csv'.
[2025-10-13T23:56:36.218974] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HVT'.
[2025-10-13T23:56:36.219245] [INFO ] [FORECASTER] Starting predict_future for HVT
[2025-10-13T23:56:36.248843] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:36.249928] [DEBUG] [LOCAL     ] No optimal features file found for HVT: ./output/feature-sets/HVT.txt
[2025-10-13T23:56:36.249985] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:36.250020] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:36.250102] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:36.250170] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:36.268039] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:36.268638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:36.268753] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:36.268788] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:36.301068] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:36.301174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:36.301214] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:36.301245] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:36.304364] [DEBUG] [FORECASTER] HVT: Forecast T+1@11:T+2@11: UP (p=86.04%)
[2025-10-13T23:56:36.304621] [INFO ] [FORECASTER] Completed predict_future for HVT
[2025-10-13T23:56:36.304782] [INFO ] [sig       ] HVT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:36.450388] [INFO ] [LOCAL     ] Saved forecast: HVT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HVT.txt
[2025-10-13T23:56:36.450631] [INFO ] [sig       ] [903/1810] Completed HVT in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:36.450711] [INFO ] [sig       ] [904/1810] Forecasting HWM...
[2025-10-13T23:56:36.450751] [INFO ] [sig       ] Generating forecast for: HWM
[2025-10-13T23:56:36.450784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HWM' from 'https://tdm.silogroup.org/data/derivative_storage/HWM.csv'.
[2025-10-13T23:56:36.459885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HWM'.
[2025-10-13T23:56:36.460153] [INFO ] [FORECASTER] Starting predict_future for HWM
[2025-10-13T23:56:36.484664] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:36.485340] [DEBUG] [LOCAL     ] No optimal features file found for HWM: ./output/feature-sets/HWM.txt
[2025-10-13T23:56:36.485395] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:36.485428] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:36.485456] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:36.485512] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:36.502616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:36.503180] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:36.503260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:36.503293] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:36.537629] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:36.537743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:36.537784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:36.537813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:36.540839] [DEBUG] [FORECASTER] HWM: Forecast T+1@11:T+2@11: UP (p=86.75%)
[2025-10-13T23:56:36.541085] [INFO ] [FORECASTER] Completed predict_future for HWM
[2025-10-13T23:56:36.541240] [INFO ] [sig       ] HWM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:36.683405] [INFO ] [LOCAL     ] Saved forecast: HWM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HWM.txt
[2025-10-13T23:56:36.683709] [INFO ] [sig       ] [904/1810] Completed HWM in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:36.683772] [INFO ] [sig       ] [905/1810] Forecasting HXL...
[2025-10-13T23:56:36.683808] [INFO ] [sig       ] Generating forecast for: HXL
[2025-10-13T23:56:36.683843] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HXL' from 'https://tdm.silogroup.org/data/derivative_storage/HXL.csv'.
[2025-10-13T23:56:36.692616] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HXL'.
[2025-10-13T23:56:36.693028] [INFO ] [FORECASTER] Starting predict_future for HXL
[2025-10-13T23:56:36.719362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:36.720178] [DEBUG] [LOCAL     ] No optimal features file found for HXL: ./output/feature-sets/HXL.txt
[2025-10-13T23:56:36.720234] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:36.720269] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:36.720298] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:36.720356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:36.738480] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:36.739075] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:36.739159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:36.739193] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:36.776974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:36.777068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:36.777105] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:36.777135] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:36.780388] [DEBUG] [FORECASTER] HXL: Forecast T+1@11:T+2@11: DOWN (p=27.10%)
[2025-10-13T23:56:36.780660] [INFO ] [FORECASTER] Completed predict_future for HXL
[2025-10-13T23:56:36.780805] [INFO ] [sig       ] HXL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:36.926314] [INFO ] [LOCAL     ] Saved forecast: HXL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HXL.txt
[2025-10-13T23:56:36.926550] [INFO ] [sig       ] [905/1810] Completed HXL in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:36.926592] [INFO ] [sig       ] [906/1810] Forecasting HY...
[2025-10-13T23:56:36.926624] [INFO ] [sig       ] Generating forecast for: HY
[2025-10-13T23:56:36.926692] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HY' from 'https://tdm.silogroup.org/data/derivative_storage/HY.csv'.
[2025-10-13T23:56:36.936047] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HY'.
[2025-10-13T23:56:36.936378] [INFO ] [FORECASTER] Starting predict_future for HY
[2025-10-13T23:56:36.961292] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:36.962046] [DEBUG] [LOCAL     ] No optimal features file found for HY: ./output/feature-sets/HY.txt
[2025-10-13T23:56:36.962102] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:36.962136] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:36.962165] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:36.962223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:36.979430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:36.980000] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:36.980079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:36.980113] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:37.014766] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:37.015252] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:37.015293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:37.015323] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:37.019041] [DEBUG] [FORECASTER] HY: Forecast T+1@11:T+2@11: UP (p=79.76%)
[2025-10-13T23:56:37.019313] [INFO ] [FORECASTER] Completed predict_future for HY
[2025-10-13T23:56:37.019449] [INFO ] [sig       ] HY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:37.170244] [INFO ] [LOCAL     ] Saved forecast: HY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HY.txt
[2025-10-13T23:56:37.170449] [INFO ] [sig       ] [906/1810] Completed HY in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:37.170492] [INFO ] [sig       ] [907/1810] Forecasting HYI...
[2025-10-13T23:56:37.170522] [INFO ] [sig       ] Generating forecast for: HYI
[2025-10-13T23:56:37.170554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYI' from 'https://tdm.silogroup.org/data/derivative_storage/HYI.csv'.
[2025-10-13T23:56:37.179281] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HYI'.
[2025-10-13T23:56:37.179559] [INFO ] [FORECASTER] Starting predict_future for HYI
[2025-10-13T23:56:37.204800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:37.205520] [DEBUG] [LOCAL     ] No optimal features file found for HYI: ./output/feature-sets/HYI.txt
[2025-10-13T23:56:37.205577] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:37.205612] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:37.205664] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:37.205748] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:37.223291] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:37.223883] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:37.223966] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:37.224001] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:37.257125] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:37.257210] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:37.257246] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:37.257275] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:37.260317] [DEBUG] [FORECASTER] HYI: Forecast T+1@11:T+2@11: UP (p=97.24%)
[2025-10-13T23:56:37.260564] [INFO ] [FORECASTER] Completed predict_future for HYI
[2025-10-13T23:56:37.260722] [INFO ] [sig       ] HYI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:37.400212] [INFO ] [LOCAL     ] Saved forecast: HYI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HYI.txt
[2025-10-13T23:56:37.400421] [INFO ] [sig       ] [907/1810] Completed HYI in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:37.400463] [INFO ] [sig       ] [908/1810] Forecasting HYT...
[2025-10-13T23:56:37.400494] [INFO ] [sig       ] Generating forecast for: HYT
[2025-10-13T23:56:37.400526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYT' from 'https://tdm.silogroup.org/data/derivative_storage/HYT.csv'.
[2025-10-13T23:56:37.409031] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HYT'.
[2025-10-13T23:56:37.409299] [INFO ] [FORECASTER] Starting predict_future for HYT
[2025-10-13T23:56:37.433759] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:37.434426] [DEBUG] [LOCAL     ] No optimal features file found for HYT: ./output/feature-sets/HYT.txt
[2025-10-13T23:56:37.434480] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:37.434530] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:37.434559] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:37.434616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:37.451390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:37.452037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:37.452118] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:37.452152] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:37.489894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:37.489987] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:37.490023] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:37.490052] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:37.493057] [DEBUG] [FORECASTER] HYT: Forecast T+1@11:T+2@11: UP (p=57.74%)
[2025-10-13T23:56:37.493307] [INFO ] [FORECASTER] Completed predict_future for HYT
[2025-10-13T23:56:37.493429] [INFO ] [sig       ] HYT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:37.633236] [INFO ] [LOCAL     ] Saved forecast: HYT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/HYT.txt
[2025-10-13T23:56:37.633444] [INFO ] [sig       ] [908/1810] Completed HYT in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:37.633485] [INFO ] [sig       ] [909/1810] Forecasting HYTR...
[2025-10-13T23:56:37.633516] [INFO ] [sig       ] Generating forecast for: HYTR
[2025-10-13T23:56:37.633547] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HYTR' from 'https://tdm.silogroup.org/data/derivative_storage/HYTR.csv'.
[2025-10-13T23:56:37.642173] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'HYTR'.
[2025-10-13T23:56:37.642441] [INFO ] [FORECASTER] Starting predict_future for HYTR
[2025-10-13T23:56:37.667108] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:37.667928] [DEBUG] [LOCAL     ] No optimal features file found for HYTR: ./output/feature-sets/HYTR.txt
[2025-10-13T23:56:37.667987] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:37.668022] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:37.668050] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:37.668107] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:37.684883] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:37.685401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:37.685479] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:37.685513] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:37.719222] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:37.719315] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:37.719351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:37.719381] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:37.722475] [DEBUG] [FORECASTER] HYTR: Forecast T+1@11:T+2@11: DOWN (p=11.20%)
[2025-10-13T23:56:37.722769] [INFO ] [FORECASTER] Completed predict_future for HYTR
[2025-10-13T23:56:37.722901] [INFO ] [sig       ] HYTR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:37.861410] [INFO ] [LOCAL     ] Saved forecast: HYTR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HYTR.txt
[2025-10-13T23:56:37.861616] [INFO ] [sig       ] [909/1810] Completed HYTR in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:37.861687] [INFO ] [sig       ] [910/1810] Forecasting HZO...
[2025-10-13T23:56:37.861732] [INFO ] [sig       ] Generating forecast for: HZO
[2025-10-13T23:56:37.861766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'HZO' from 'https://tdm.silogroup.org/data/derivative_storage/HZO.csv'.
[2025-10-13T23:56:37.871176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'HZO'.
[2025-10-13T23:56:37.871504] [INFO ] [FORECASTER] Starting predict_future for HZO
[2025-10-13T23:56:37.896429] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:37.897118] [DEBUG] [LOCAL     ] No optimal features file found for HZO: ./output/feature-sets/HZO.txt
[2025-10-13T23:56:37.897173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:37.897206] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:37.897233] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:37.897290] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:37.914193] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:37.914767] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:37.914850] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:37.914884] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:37.952903] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:37.952986] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:37.953022] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:37.953051] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:37.956043] [DEBUG] [FORECASTER] HZO: Forecast T+1@11:T+2@11: DOWN (p=29.46%)
[2025-10-13T23:56:37.956289] [INFO ] [FORECASTER] Completed predict_future for HZO
[2025-10-13T23:56:37.956419] [INFO ] [sig       ] HZO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:38.095282] [INFO ] [LOCAL     ] Saved forecast: HZO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/HZO.txt
[2025-10-13T23:56:38.095539] [INFO ] [sig       ] [910/1810] Completed HZO in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:38.095582] [INFO ] [sig       ] [911/1810] Forecasting IAE...
[2025-10-13T23:56:38.095613] [INFO ] [sig       ] Generating forecast for: IAE
[2025-10-13T23:56:38.095667] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IAE' from 'https://tdm.silogroup.org/data/derivative_storage/IAE.csv'.
[2025-10-13T23:56:38.104022] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IAE'.
[2025-10-13T23:56:38.104283] [INFO ] [FORECASTER] Starting predict_future for IAE
[2025-10-13T23:56:38.128753] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:38.129407] [DEBUG] [LOCAL     ] No optimal features file found for IAE: ./output/feature-sets/IAE.txt
[2025-10-13T23:56:38.129462] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:38.129495] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:38.129522] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:38.129577] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:38.146454] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:38.147016] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:38.147095] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:38.147128] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:38.182073] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:38.182155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:38.182191] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:38.182220] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:38.185210] [DEBUG] [FORECASTER] IAE: Forecast T+1@11:T+2@11: UP (p=99.46%)
[2025-10-13T23:56:38.185458] [INFO ] [FORECASTER] Completed predict_future for IAE
[2025-10-13T23:56:38.185592] [INFO ] [sig       ] IAE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:38.323658] [INFO ] [LOCAL     ] Saved forecast: IAE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IAE.txt
[2025-10-13T23:56:38.323895] [INFO ] [sig       ] [911/1810] Completed IAE in 0.2s | 4.16 sym/s | Total: 3.6m | ETA: 3.6m
[2025-10-13T23:56:38.323943] [INFO ] [sig       ] [912/1810] Forecasting IAG...
[2025-10-13T23:56:38.323973] [INFO ] [sig       ] Generating forecast for: IAG
[2025-10-13T23:56:38.324004] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IAG' from 'https://tdm.silogroup.org/data/derivative_storage/IAG.csv'.
[2025-10-13T23:56:38.333199] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IAG'.
[2025-10-13T23:56:38.333536] [INFO ] [FORECASTER] Starting predict_future for IAG
[2025-10-13T23:56:38.358495] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:38.359198] [DEBUG] [LOCAL     ] No optimal features file found for IAG: ./output/feature-sets/IAG.txt
[2025-10-13T23:56:38.359253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:38.359286] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:38.359315] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:38.359371] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:38.376495] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:38.377072] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:38.377153] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:38.377187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:38.414325] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:38.414429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:38.414466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:38.414496] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:38.417633] [DEBUG] [FORECASTER] IAG: Forecast T+1@11:T+2@11: UP (p=84.27%)
[2025-10-13T23:56:38.417917] [INFO ] [FORECASTER] Completed predict_future for IAG
[2025-10-13T23:56:38.418053] [INFO ] [sig       ] IAG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:38.579314] [INFO ] [LOCAL     ] Saved forecast: IAG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IAG.txt
[2025-10-13T23:56:38.579628] [INFO ] [sig       ] [912/1810] Completed IAG in 0.3s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:38.579721] [INFO ] [sig       ] [913/1810] Forecasting IBM...
[2025-10-13T23:56:38.579763] [INFO ] [sig       ] Generating forecast for: IBM
[2025-10-13T23:56:38.579799] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBM' from 'https://tdm.silogroup.org/data/derivative_storage/IBM.csv'.
[2025-10-13T23:56:38.588984] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBM'.
[2025-10-13T23:56:38.589338] [INFO ] [FORECASTER] Starting predict_future for IBM
[2025-10-13T23:56:38.614606] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:38.615417] [DEBUG] [LOCAL     ] No optimal features file found for IBM: ./output/feature-sets/IBM.txt
[2025-10-13T23:56:38.615474] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:38.615509] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:38.615539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:38.615597] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:38.632603] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:38.633191] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:38.633272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:38.633306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:38.669674] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:38.669840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:38.669881] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:38.669911] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:38.673203] [DEBUG] [FORECASTER] IBM: Forecast T+1@11:T+2@11: UP (p=89.28%)
[2025-10-13T23:56:38.673471] [INFO ] [FORECASTER] Completed predict_future for IBM
[2025-10-13T23:56:38.673608] [INFO ] [sig       ] IBM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:38.812606] [INFO ] [LOCAL     ] Saved forecast: IBM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IBM.txt
[2025-10-13T23:56:38.812879] [INFO ] [sig       ] [913/1810] Completed IBM in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:38.812929] [INFO ] [sig       ] [914/1810] Forecasting IBN...
[2025-10-13T23:56:38.812961] [INFO ] [sig       ] Generating forecast for: IBN
[2025-10-13T23:56:38.812992] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBN' from 'https://tdm.silogroup.org/data/derivative_storage/IBN.csv'.
[2025-10-13T23:56:38.822338] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBN'.
[2025-10-13T23:56:38.822727] [INFO ] [FORECASTER] Starting predict_future for IBN
[2025-10-13T23:56:38.847794] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:38.848605] [DEBUG] [LOCAL     ] No optimal features file found for IBN: ./output/feature-sets/IBN.txt
[2025-10-13T23:56:38.848724] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:38.848773] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:38.848803] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:38.848859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:38.866118] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:38.867023] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:38.867112] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:38.867147] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:38.905245] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:38.905431] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:38.905475] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:38.905506] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:38.909135] [DEBUG] [FORECASTER] IBN: Forecast T+1@11:T+2@11: UP (p=51.77%)
[2025-10-13T23:56:38.909424] [INFO ] [FORECASTER] Completed predict_future for IBN
[2025-10-13T23:56:38.909563] [INFO ] [sig       ] IBN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:39.048731] [INFO ] [LOCAL     ] Saved forecast: IBN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IBN.txt
[2025-10-13T23:56:39.048955] [INFO ] [sig       ] [914/1810] Completed IBN in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:39.048998] [INFO ] [sig       ] [915/1810] Forecasting IBP...
[2025-10-13T23:56:39.049030] [INFO ] [sig       ] Generating forecast for: IBP
[2025-10-13T23:56:39.049061] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBP' from 'https://tdm.silogroup.org/data/derivative_storage/IBP.csv'.
[2025-10-13T23:56:39.058703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBP'.
[2025-10-13T23:56:39.059043] [INFO ] [FORECASTER] Starting predict_future for IBP
[2025-10-13T23:56:39.083853] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:39.084551] [DEBUG] [LOCAL     ] No optimal features file found for IBP: ./output/feature-sets/IBP.txt
[2025-10-13T23:56:39.084605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:39.084685] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:39.084737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:39.084797] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:39.101906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:39.102474] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:39.102555] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:39.102589] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:39.139078] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:39.139245] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:39.139286] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:39.139316] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:39.142791] [DEBUG] [FORECASTER] IBP: Forecast T+1@11:T+2@11: UP (p=55.69%)
[2025-10-13T23:56:39.143061] [INFO ] [FORECASTER] Completed predict_future for IBP
[2025-10-13T23:56:39.143194] [INFO ] [sig       ] IBP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:39.282183] [INFO ] [LOCAL     ] Saved forecast: IBP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IBP.txt
[2025-10-13T23:56:39.282396] [INFO ] [sig       ] [915/1810] Completed IBP in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:39.282438] [INFO ] [sig       ] [916/1810] Forecasting IBTA...
[2025-10-13T23:56:39.282469] [INFO ] [sig       ] Generating forecast for: IBTA
[2025-10-13T23:56:39.282501] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IBTA' from 'https://tdm.silogroup.org/data/derivative_storage/IBTA.csv'.
[2025-10-13T23:56:39.292135] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IBTA'.
[2025-10-13T23:56:39.292480] [INFO ] [FORECASTER] Starting predict_future for IBTA
[2025-10-13T23:56:39.317345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:39.318085] [DEBUG] [LOCAL     ] No optimal features file found for IBTA: ./output/feature-sets/IBTA.txt
[2025-10-13T23:56:39.318140] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:39.318221] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:39.318259] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:39.318316] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:39.335228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:39.335882] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:39.335966] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:39.335999] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:39.373073] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:39.373262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:39.373305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:39.373335] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:39.376879] [DEBUG] [FORECASTER] IBTA: Forecast T+1@11:T+2@11: DOWN (p=20.72%)
[2025-10-13T23:56:39.377154] [INFO ] [FORECASTER] Completed predict_future for IBTA
[2025-10-13T23:56:39.377285] [INFO ] [sig       ] IBTA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:39.515717] [INFO ] [LOCAL     ] Saved forecast: IBTA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IBTA.txt
[2025-10-13T23:56:39.515966] [INFO ] [sig       ] [916/1810] Completed IBTA in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:39.516009] [INFO ] [sig       ] [917/1810] Forecasting ICE...
[2025-10-13T23:56:39.516040] [INFO ] [sig       ] Generating forecast for: ICE
[2025-10-13T23:56:39.516072] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ICE' from 'https://tdm.silogroup.org/data/derivative_storage/ICE.csv'.
[2025-10-13T23:56:39.525293] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ICE'.
[2025-10-13T23:56:39.525595] [INFO ] [FORECASTER] Starting predict_future for ICE
[2025-10-13T23:56:39.550527] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:39.551259] [DEBUG] [LOCAL     ] No optimal features file found for ICE: ./output/feature-sets/ICE.txt
[2025-10-13T23:56:39.551313] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:39.551347] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:39.551375] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:39.551434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:39.568235] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:39.568806] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:39.568889] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:39.568922] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:39.606152] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:39.606267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:39.606305] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:39.606334] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:39.609804] [DEBUG] [FORECASTER] ICE: Forecast T+1@11:T+2@11: DOWN (p=42.19%)
[2025-10-13T23:56:39.610068] [INFO ] [FORECASTER] Completed predict_future for ICE
[2025-10-13T23:56:39.610205] [INFO ] [sig       ] ICE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:39.749080] [INFO ] [LOCAL     ] Saved forecast: ICE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ICE.txt
[2025-10-13T23:56:39.749341] [INFO ] [sig       ] [917/1810] Completed ICE in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:39.749383] [INFO ] [sig       ] [918/1810] Forecasting ICL...
[2025-10-13T23:56:39.749413] [INFO ] [sig       ] Generating forecast for: ICL
[2025-10-13T23:56:39.749445] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ICL' from 'https://tdm.silogroup.org/data/derivative_storage/ICL.csv'.
[2025-10-13T23:56:39.758101] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ICL'.
[2025-10-13T23:56:39.758409] [INFO ] [FORECASTER] Starting predict_future for ICL
[2025-10-13T23:56:39.782954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:39.783698] [DEBUG] [LOCAL     ] No optimal features file found for ICL: ./output/feature-sets/ICL.txt
[2025-10-13T23:56:39.783754] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:39.783788] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:39.783816] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:39.783872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:39.800736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:39.801299] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:39.801380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:39.801414] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:39.835534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:39.835630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:39.835712] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:39.835752] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:39.838937] [DEBUG] [FORECASTER] ICL: Forecast T+1@11:T+2@11: DOWN (p=38.97%)
[2025-10-13T23:56:39.839195] [INFO ] [FORECASTER] Completed predict_future for ICL
[2025-10-13T23:56:39.839332] [INFO ] [sig       ] ICL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:39.979445] [INFO ] [LOCAL     ] Saved forecast: ICL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ICL.txt
[2025-10-13T23:56:39.979716] [INFO ] [sig       ] [918/1810] Completed ICL in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:39.979777] [INFO ] [sig       ] [919/1810] Forecasting IDA...
[2025-10-13T23:56:39.979811] [INFO ] [sig       ] Generating forecast for: IDA
[2025-10-13T23:56:39.979844] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDA' from 'https://tdm.silogroup.org/data/derivative_storage/IDA.csv'.
[2025-10-13T23:56:39.988338] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDA'.
[2025-10-13T23:56:39.988662] [INFO ] [FORECASTER] Starting predict_future for IDA
[2025-10-13T23:56:40.013098] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:40.013813] [DEBUG] [LOCAL     ] No optimal features file found for IDA: ./output/feature-sets/IDA.txt
[2025-10-13T23:56:40.013867] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:40.013901] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:40.013927] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:40.013984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:40.031065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:40.031606] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:40.031709] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:40.031755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:40.069365] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:40.069530] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:40.069571] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:40.069600] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:40.073027] [DEBUG] [FORECASTER] IDA: Forecast T+1@11:T+2@11: DOWN (p=47.40%)
[2025-10-13T23:56:40.073338] [INFO ] [FORECASTER] Completed predict_future for IDA
[2025-10-13T23:56:40.073478] [INFO ] [sig       ] IDA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:40.211973] [INFO ] [LOCAL     ] Saved forecast: IDA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IDA.txt
[2025-10-13T23:56:40.212244] [INFO ] [sig       ] [919/1810] Completed IDA in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:40.212287] [INFO ] [sig       ] [920/1810] Forecasting IDE...
[2025-10-13T23:56:40.212318] [INFO ] [sig       ] Generating forecast for: IDE
[2025-10-13T23:56:40.212350] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDE' from 'https://tdm.silogroup.org/data/derivative_storage/IDE.csv'.
[2025-10-13T23:56:40.221169] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDE'.
[2025-10-13T23:56:40.221570] [INFO ] [FORECASTER] Starting predict_future for IDE
[2025-10-13T23:56:40.246132] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:40.246892] [DEBUG] [LOCAL     ] No optimal features file found for IDE: ./output/feature-sets/IDE.txt
[2025-10-13T23:56:40.246946] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:40.246980] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:40.247008] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:40.247064] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:40.263816] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:40.264397] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:40.264478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:40.264511] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:40.299660] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:40.299756] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:40.299816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:40.299847] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:40.302937] [DEBUG] [FORECASTER] IDE: Forecast T+1@11:T+2@11: DOWN (p=32.03%)
[2025-10-13T23:56:40.303191] [INFO ] [FORECASTER] Completed predict_future for IDE
[2025-10-13T23:56:40.303323] [INFO ] [sig       ] IDE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:40.442687] [INFO ] [LOCAL     ] Saved forecast: IDE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IDE.txt
[2025-10-13T23:56:40.442951] [INFO ] [sig       ] [920/1810] Completed IDE in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:40.442995] [INFO ] [sig       ] [921/1810] Forecasting IDT...
[2025-10-13T23:56:40.443026] [INFO ] [sig       ] Generating forecast for: IDT
[2025-10-13T23:56:40.443060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IDT' from 'https://tdm.silogroup.org/data/derivative_storage/IDT.csv'.
[2025-10-13T23:56:40.452373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IDT'.
[2025-10-13T23:56:40.452730] [INFO ] [FORECASTER] Starting predict_future for IDT
[2025-10-13T23:56:40.477538] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:40.478260] [DEBUG] [LOCAL     ] No optimal features file found for IDT: ./output/feature-sets/IDT.txt
[2025-10-13T23:56:40.478314] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:40.478348] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:40.478376] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:40.478433] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:40.495210] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:40.495778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:40.495866] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:40.495900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:40.529242] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:40.529325] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:40.529361] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:40.529390] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:40.532446] [DEBUG] [FORECASTER] IDT: Forecast T+1@11:T+2@11: DOWN (p=4.58%)
[2025-10-13T23:56:40.532733] [INFO ] [FORECASTER] Completed predict_future for IDT
[2025-10-13T23:56:40.532874] [INFO ] [sig       ] IDT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:40.675107] [INFO ] [LOCAL     ] Saved forecast: IDT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IDT.txt
[2025-10-13T23:56:40.675335] [INFO ] [sig       ] [921/1810] Completed IDT in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:40.675376] [INFO ] [sig       ] [922/1810] Forecasting IEX...
[2025-10-13T23:56:40.675408] [INFO ] [sig       ] Generating forecast for: IEX
[2025-10-13T23:56:40.675441] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IEX' from 'https://tdm.silogroup.org/data/derivative_storage/IEX.csv'.
[2025-10-13T23:56:40.684477] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IEX'.
[2025-10-13T23:56:40.684762] [INFO ] [FORECASTER] Starting predict_future for IEX
[2025-10-13T23:56:40.709610] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:40.710308] [DEBUG] [LOCAL     ] No optimal features file found for IEX: ./output/feature-sets/IEX.txt
[2025-10-13T23:56:40.710362] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:40.710394] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:40.710440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:40.710499] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:40.727598] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:40.728162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:40.728244] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:40.728278] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:40.763504] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:40.763589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:40.763627] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:40.763693] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:40.766777] [DEBUG] [FORECASTER] IEX: Forecast T+1@11:T+2@11: DOWN (p=49.36%)
[2025-10-13T23:56:40.767032] [INFO ] [FORECASTER] Completed predict_future for IEX
[2025-10-13T23:56:40.767628] [INFO ] [sig       ] IEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:40.911067] [INFO ] [LOCAL     ] Saved forecast: IEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IEX.txt
[2025-10-13T23:56:40.911290] [INFO ] [sig       ] [922/1810] Completed IEX in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.6m
[2025-10-13T23:56:40.911332] [INFO ] [sig       ] [923/1810] Forecasting IFF...
[2025-10-13T23:56:40.911362] [INFO ] [sig       ] Generating forecast for: IFF
[2025-10-13T23:56:40.911394] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFF' from 'https://tdm.silogroup.org/data/derivative_storage/IFF.csv'.
[2025-10-13T23:56:40.921435] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFF'.
[2025-10-13T23:56:40.921781] [INFO ] [FORECASTER] Starting predict_future for IFF
[2025-10-13T23:56:40.946802] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:40.947497] [DEBUG] [LOCAL     ] No optimal features file found for IFF: ./output/feature-sets/IFF.txt
[2025-10-13T23:56:40.947561] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:40.947597] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:40.947627] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:40.947723] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:40.965427] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:40.966014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:40.966096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:40.966130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:41.000817] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:41.000899] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:41.000936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:41.000966] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:41.004021] [DEBUG] [FORECASTER] IFF: Forecast T+1@11:T+2@11: UP (p=58.81%)
[2025-10-13T23:56:41.004269] [INFO ] [FORECASTER] Completed predict_future for IFF
[2025-10-13T23:56:41.004391] [INFO ] [sig       ] IFF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:41.145316] [INFO ] [LOCAL     ] Saved forecast: IFF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IFF.txt
[2025-10-13T23:56:41.145528] [INFO ] [sig       ] [923/1810] Completed IFF in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:41.145573] [INFO ] [sig       ] [924/1810] Forecasting IFN...
[2025-10-13T23:56:41.145604] [INFO ] [sig       ] Generating forecast for: IFN
[2025-10-13T23:56:41.145637] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFN' from 'https://tdm.silogroup.org/data/derivative_storage/IFN.csv'.
[2025-10-13T23:56:41.155076] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFN'.
[2025-10-13T23:56:41.155496] [INFO ] [FORECASTER] Starting predict_future for IFN
[2025-10-13T23:56:41.180381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:41.181109] [DEBUG] [LOCAL     ] No optimal features file found for IFN: ./output/feature-sets/IFN.txt
[2025-10-13T23:56:41.181163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:41.181197] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:41.181225] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:41.181280] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:41.198194] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:41.198766] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:41.198849] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:41.198883] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:41.233729] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:41.233828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:41.233865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:41.233894] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:41.237013] [DEBUG] [FORECASTER] IFN: Forecast T+1@11:T+2@11: DOWN (p=36.92%)
[2025-10-13T23:56:41.237263] [INFO ] [FORECASTER] Completed predict_future for IFN
[2025-10-13T23:56:41.237398] [INFO ] [sig       ] IFN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:41.379168] [INFO ] [LOCAL     ] Saved forecast: IFN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IFN.txt
[2025-10-13T23:56:41.379444] [INFO ] [sig       ] [924/1810] Completed IFN in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:41.379487] [INFO ] [sig       ] [925/1810] Forecasting IFS...
[2025-10-13T23:56:41.379518] [INFO ] [sig       ] Generating forecast for: IFS
[2025-10-13T23:56:41.379552] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IFS' from 'https://tdm.silogroup.org/data/derivative_storage/IFS.csv'.
[2025-10-13T23:56:41.388426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IFS'.
[2025-10-13T23:56:41.388749] [INFO ] [FORECASTER] Starting predict_future for IFS
[2025-10-13T23:56:41.413568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:41.414328] [DEBUG] [LOCAL     ] No optimal features file found for IFS: ./output/feature-sets/IFS.txt
[2025-10-13T23:56:41.414383] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:41.414417] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:41.414445] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:41.414502] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:41.431358] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:41.431937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:41.432024] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:41.432058] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:41.466770] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:41.466852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:41.466889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:41.466918] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:41.469991] [DEBUG] [FORECASTER] IFS: Forecast T+1@11:T+2@11: UP (p=82.26%)
[2025-10-13T23:56:41.470243] [INFO ] [FORECASTER] Completed predict_future for IFS
[2025-10-13T23:56:41.470377] [INFO ] [sig       ] IFS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:41.610172] [INFO ] [LOCAL     ] Saved forecast: IFS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IFS.txt
[2025-10-13T23:56:41.610473] [INFO ] [sig       ] [925/1810] Completed IFS in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:41.610518] [INFO ] [sig       ] [926/1810] Forecasting IGA...
[2025-10-13T23:56:41.610549] [INFO ] [sig       ] Generating forecast for: IGA
[2025-10-13T23:56:41.610636] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGA' from 'https://tdm.silogroup.org/data/derivative_storage/IGA.csv'.
[2025-10-13T23:56:41.619413] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGA'.
[2025-10-13T23:56:41.619830] [INFO ] [FORECASTER] Starting predict_future for IGA
[2025-10-13T23:56:41.645106] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:41.645932] [DEBUG] [LOCAL     ] No optimal features file found for IGA: ./output/feature-sets/IGA.txt
[2025-10-13T23:56:41.645987] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:41.646022] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:41.646050] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:41.646107] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:41.663241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:41.663991] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:41.664076] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:41.664110] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:41.700035] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:41.700197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:41.700239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:41.700269] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:41.703836] [DEBUG] [FORECASTER] IGA: Forecast T+1@11:T+2@11: UP (p=94.17%)
[2025-10-13T23:56:41.704129] [INFO ] [FORECASTER] Completed predict_future for IGA
[2025-10-13T23:56:41.704264] [INFO ] [sig       ] IGA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:41.844285] [INFO ] [LOCAL     ] Saved forecast: IGA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IGA.txt
[2025-10-13T23:56:41.844504] [INFO ] [sig       ] [926/1810] Completed IGA in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:41.844545] [INFO ] [sig       ] [927/1810] Forecasting IGD...
[2025-10-13T23:56:41.844575] [INFO ] [sig       ] Generating forecast for: IGD
[2025-10-13T23:56:41.844608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGD' from 'https://tdm.silogroup.org/data/derivative_storage/IGD.csv'.
[2025-10-13T23:56:41.854303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGD'.
[2025-10-13T23:56:41.854635] [INFO ] [FORECASTER] Starting predict_future for IGD
[2025-10-13T23:56:41.879863] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:41.880541] [DEBUG] [LOCAL     ] No optimal features file found for IGD: ./output/feature-sets/IGD.txt
[2025-10-13T23:56:41.880596] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:41.880630] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:41.880696] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:41.880767] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:41.898866] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:41.899429] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:41.899514] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:41.899549] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:41.933277] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:41.933399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:41.933459] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:41.933490] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:41.936746] [DEBUG] [FORECASTER] IGD: Forecast T+1@11:T+2@11: DOWN (p=43.34%)
[2025-10-13T23:56:41.937010] [INFO ] [FORECASTER] Completed predict_future for IGD
[2025-10-13T23:56:41.937134] [INFO ] [sig       ] IGD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:42.076071] [INFO ] [LOCAL     ] Saved forecast: IGD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IGD.txt
[2025-10-13T23:56:42.076289] [INFO ] [sig       ] [927/1810] Completed IGD in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:42.076331] [INFO ] [sig       ] [928/1810] Forecasting IGI...
[2025-10-13T23:56:42.076362] [INFO ] [sig       ] Generating forecast for: IGI
[2025-10-13T23:56:42.076393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGI' from 'https://tdm.silogroup.org/data/derivative_storage/IGI.csv'.
[2025-10-13T23:56:42.085446] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGI'.
[2025-10-13T23:56:42.085779] [INFO ] [FORECASTER] Starting predict_future for IGI
[2025-10-13T23:56:42.110934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:42.111600] [DEBUG] [LOCAL     ] No optimal features file found for IGI: ./output/feature-sets/IGI.txt
[2025-10-13T23:56:42.111678] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:42.111729] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:42.111761] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:42.111819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:42.129023] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:42.129560] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:42.129640] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:42.129723] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:42.164736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:42.164950] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:42.165028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:42.165098] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:42.171544] [DEBUG] [FORECASTER] IGI: Forecast T+1@11:T+2@11: UP (p=76.87%)
[2025-10-13T23:56:42.171956] [INFO ] [FORECASTER] Completed predict_future for IGI
[2025-10-13T23:56:42.172139] [INFO ] [sig       ] IGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:42.318228] [INFO ] [LOCAL     ] Saved forecast: IGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IGI.txt
[2025-10-13T23:56:42.318440] [INFO ] [sig       ] [928/1810] Completed IGI in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:42.318481] [INFO ] [sig       ] [929/1810] Forecasting IGR...
[2025-10-13T23:56:42.318512] [INFO ] [sig       ] Generating forecast for: IGR
[2025-10-13T23:56:42.318544] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IGR' from 'https://tdm.silogroup.org/data/derivative_storage/IGR.csv'.
[2025-10-13T23:56:42.327375] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IGR'.
[2025-10-13T23:56:42.327720] [INFO ] [FORECASTER] Starting predict_future for IGR
[2025-10-13T23:56:42.352096] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:42.352811] [DEBUG] [LOCAL     ] No optimal features file found for IGR: ./output/feature-sets/IGR.txt
[2025-10-13T23:56:42.352905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:42.352945] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:42.352974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:42.353046] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:42.370019] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:42.370537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:42.370615] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:42.370679] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:42.404947] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:42.405036] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:42.405072] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:42.405101] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:42.408199] [DEBUG] [FORECASTER] IGR: Forecast T+1@11:T+2@11: DOWN (p=11.79%)
[2025-10-13T23:56:42.408445] [INFO ] [FORECASTER] Completed predict_future for IGR
[2025-10-13T23:56:42.408575] [INFO ] [sig       ] IGR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:42.553837] [INFO ] [LOCAL     ] Saved forecast: IGR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IGR.txt
[2025-10-13T23:56:42.554065] [INFO ] [sig       ] [929/1810] Completed IGR in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:42.554107] [INFO ] [sig       ] [930/1810] Forecasting IH...
[2025-10-13T23:56:42.554137] [INFO ] [sig       ] Generating forecast for: IH
[2025-10-13T23:56:42.554168] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IH' from 'https://tdm.silogroup.org/data/derivative_storage/IH.csv'.
[2025-10-13T23:56:42.562002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IH'.
[2025-10-13T23:56:42.562275] [INFO ] [FORECASTER] Starting predict_future for IH
[2025-10-13T23:56:42.587777] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:42.588500] [DEBUG] [LOCAL     ] No optimal features file found for IH: ./output/feature-sets/IH.txt
[2025-10-13T23:56:42.588555] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:42.588591] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:42.588622] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:42.588712] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:42.606085] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:42.606703] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:42.606788] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:42.606823] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:42.639797] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:42.639906] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:42.639946] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:42.639976] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:42.643229] [DEBUG] [FORECASTER] IH: Forecast T+1@11:T+2@11: UP (p=98.68%)
[2025-10-13T23:56:42.643492] [INFO ] [FORECASTER] Completed predict_future for IH
[2025-10-13T23:56:42.643622] [INFO ] [sig       ] IH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:42.785898] [INFO ] [LOCAL     ] Saved forecast: IH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IH.txt
[2025-10-13T23:56:42.786144] [INFO ] [sig       ] [930/1810] Completed IH in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:42.786189] [INFO ] [sig       ] [931/1810] Forecasting IHD...
[2025-10-13T23:56:42.786219] [INFO ] [sig       ] Generating forecast for: IHD
[2025-10-13T23:56:42.786251] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHD' from 'https://tdm.silogroup.org/data/derivative_storage/IHD.csv'.
[2025-10-13T23:56:42.794398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHD'.
[2025-10-13T23:56:42.794696] [INFO ] [FORECASTER] Starting predict_future for IHD
[2025-10-13T23:56:42.820334] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:42.821055] [DEBUG] [LOCAL     ] No optimal features file found for IHD: ./output/feature-sets/IHD.txt
[2025-10-13T23:56:42.821110] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:42.821145] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:42.821173] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:42.821230] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:42.838406] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:42.838969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:42.839048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:42.839083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:42.873476] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:42.873587] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:42.873627] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:42.873693] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:42.876935] [DEBUG] [FORECASTER] IHD: Forecast T+1@11:T+2@11: UP (p=51.24%)
[2025-10-13T23:56:42.877192] [INFO ] [FORECASTER] Completed predict_future for IHD
[2025-10-13T23:56:42.877316] [INFO ] [sig       ] IHD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:43.018427] [INFO ] [LOCAL     ] Saved forecast: IHD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IHD.txt
[2025-10-13T23:56:43.018689] [INFO ] [sig       ] [931/1810] Completed IHD in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:43.018750] [INFO ] [sig       ] [932/1810] Forecasting IHG...
[2025-10-13T23:56:43.018783] [INFO ] [sig       ] Generating forecast for: IHG
[2025-10-13T23:56:43.018815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHG' from 'https://tdm.silogroup.org/data/derivative_storage/IHG.csv'.
[2025-10-13T23:56:43.027889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHG'.
[2025-10-13T23:56:43.028166] [INFO ] [FORECASTER] Starting predict_future for IHG
[2025-10-13T23:56:43.052472] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:43.053176] [DEBUG] [LOCAL     ] No optimal features file found for IHG: ./output/feature-sets/IHG.txt
[2025-10-13T23:56:43.053230] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:43.053263] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:43.053292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:43.053348] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:43.070268] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:43.070826] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:43.070939] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:43.070979] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:43.117061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:43.117262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:43.117345] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:43.117399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:43.121281] [DEBUG] [FORECASTER] IHG: Forecast T+1@11:T+2@11: DOWN (p=14.99%)
[2025-10-13T23:56:43.121598] [INFO ] [FORECASTER] Completed predict_future for IHG
[2025-10-13T23:56:43.121794] [INFO ] [sig       ] IHG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:43.263931] [INFO ] [LOCAL     ] Saved forecast: IHG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IHG.txt
[2025-10-13T23:56:43.264153] [INFO ] [sig       ] [932/1810] Completed IHG in 0.2s | 4.17 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:43.264204] [INFO ] [sig       ] [933/1810] Forecasting IHS...
[2025-10-13T23:56:43.264237] [INFO ] [sig       ] Generating forecast for: IHS
[2025-10-13T23:56:43.264269] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IHS' from 'https://tdm.silogroup.org/data/derivative_storage/IHS.csv'.
[2025-10-13T23:56:43.274112] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IHS'.
[2025-10-13T23:56:43.274458] [INFO ] [FORECASTER] Starting predict_future for IHS
[2025-10-13T23:56:43.300186] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:43.301012] [DEBUG] [LOCAL     ] No optimal features file found for IHS: ./output/feature-sets/IHS.txt
[2025-10-13T23:56:43.301068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:43.301103] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:43.301132] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:43.301189] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:43.318817] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:43.319722] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:43.319813] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:43.319850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:43.365350] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:43.365513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:43.365556] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:43.365586] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:43.369190] [DEBUG] [FORECASTER] IHS: Forecast T+1@11:T+2@11: UP (p=98.65%)
[2025-10-13T23:56:43.369466] [INFO ] [FORECASTER] Completed predict_future for IHS
[2025-10-13T23:56:43.369605] [INFO ] [sig       ] IHS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:43.563968] [INFO ] [LOCAL     ] Saved forecast: IHS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IHS.txt
[2025-10-13T23:56:43.564181] [INFO ] [sig       ] [933/1810] Completed IHS in 0.3s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:43.564222] [INFO ] [sig       ] [934/1810] Forecasting IIF...
[2025-10-13T23:56:43.564254] [INFO ] [sig       ] Generating forecast for: IIF
[2025-10-13T23:56:43.564285] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIF' from 'https://tdm.silogroup.org/data/derivative_storage/IIF.csv'.
[2025-10-13T23:56:43.574011] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIF'.
[2025-10-13T23:56:43.574421] [INFO ] [FORECASTER] Starting predict_future for IIF
[2025-10-13T23:56:43.604973] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:43.605965] [DEBUG] [LOCAL     ] No optimal features file found for IIF: ./output/feature-sets/IIF.txt
[2025-10-13T23:56:43.606024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:43.606060] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:43.606101] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:43.606205] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:43.625613] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:43.626371] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:43.626460] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:43.626500] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:43.673021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:43.673112] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:43.673151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:43.673207] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:43.676588] [DEBUG] [FORECASTER] IIF: Forecast T+1@11:T+2@11: DOWN (p=33.39%)
[2025-10-13T23:56:43.676880] [INFO ] [FORECASTER] Completed predict_future for IIF
[2025-10-13T23:56:43.677025] [INFO ] [sig       ] IIF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:43.846372] [INFO ] [LOCAL     ] Saved forecast: IIF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IIF.txt
[2025-10-13T23:56:43.846703] [INFO ] [sig       ] [934/1810] Completed IIF in 0.3s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:43.846770] [INFO ] [sig       ] [935/1810] Forecasting IIIN...
[2025-10-13T23:56:43.846806] [INFO ] [sig       ] Generating forecast for: IIIN
[2025-10-13T23:56:43.846851] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIIN' from 'https://tdm.silogroup.org/data/derivative_storage/IIIN.csv'.
[2025-10-13T23:56:43.856817] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIIN'.
[2025-10-13T23:56:43.857170] [INFO ] [FORECASTER] Starting predict_future for IIIN
[2025-10-13T23:56:43.886173] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:43.887073] [DEBUG] [LOCAL     ] No optimal features file found for IIIN: ./output/feature-sets/IIIN.txt
[2025-10-13T23:56:43.887132] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:43.887168] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:43.887198] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:43.887270] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:43.907599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:43.908347] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:43.908436] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:43.908471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:43.945989] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:43.946098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:43.946156] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:43.946207] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:43.951285] [DEBUG] [FORECASTER] IIIN: Forecast T+1@11:T+2@11: UP (p=98.94%)
[2025-10-13T23:56:43.951746] [INFO ] [FORECASTER] Completed predict_future for IIIN
[2025-10-13T23:56:43.951903] [INFO ] [sig       ] IIIN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:44.120830] [INFO ] [LOCAL     ] Saved forecast: IIIN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IIIN.txt
[2025-10-13T23:56:44.121067] [INFO ] [sig       ] [935/1810] Completed IIIN in 0.3s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:44.121112] [INFO ] [sig       ] [936/1810] Forecasting IIM...
[2025-10-13T23:56:44.121147] [INFO ] [sig       ] Generating forecast for: IIM
[2025-10-13T23:56:44.121203] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIM' from 'https://tdm.silogroup.org/data/derivative_storage/IIM.csv'.
[2025-10-13T23:56:44.130705] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIM'.
[2025-10-13T23:56:44.131054] [INFO ] [FORECASTER] Starting predict_future for IIM
[2025-10-13T23:56:44.156012] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:44.156726] [DEBUG] [LOCAL     ] No optimal features file found for IIM: ./output/feature-sets/IIM.txt
[2025-10-13T23:56:44.156783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:44.156818] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:44.156847] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:44.156916] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:44.175422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:44.176173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:44.176259] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:44.176295] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:44.211164] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:44.211302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:44.211344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:44.211375] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:44.214710] [DEBUG] [FORECASTER] IIM: Forecast T+1@11:T+2@11: UP (p=93.11%)
[2025-10-13T23:56:44.214978] [INFO ] [FORECASTER] Completed predict_future for IIM
[2025-10-13T23:56:44.215114] [INFO ] [sig       ] IIM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:44.357402] [INFO ] [LOCAL     ] Saved forecast: IIM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IIM.txt
[2025-10-13T23:56:44.357628] [INFO ] [sig       ] [936/1810] Completed IIM in 0.2s | 4.16 sym/s | Total: 3.7m | ETA: 3.5m
[2025-10-13T23:56:44.357716] [INFO ] [sig       ] [937/1810] Forecasting IIPR...
[2025-10-13T23:56:44.357757] [INFO ] [sig       ] Generating forecast for: IIPR
[2025-10-13T23:56:44.357791] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IIPR' from 'https://tdm.silogroup.org/data/derivative_storage/IIPR.csv'.
[2025-10-13T23:56:44.366500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IIPR'.
[2025-10-13T23:56:44.366824] [INFO ] [FORECASTER] Starting predict_future for IIPR
[2025-10-13T23:56:44.392150] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:44.393121] [DEBUG] [LOCAL     ] No optimal features file found for IIPR: ./output/feature-sets/IIPR.txt
[2025-10-13T23:56:44.393179] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:44.393216] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:44.393248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:44.393308] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:44.411476] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:44.412132] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:44.412215] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:44.412251] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:44.449514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:44.449667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:44.449731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:44.449765] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:44.453145] [DEBUG] [FORECASTER] IIPR: Forecast T+1@11:T+2@11: DOWN (p=14.78%)
[2025-10-13T23:56:44.453412] [INFO ] [FORECASTER] Completed predict_future for IIPR
[2025-10-13T23:56:44.453549] [INFO ] [sig       ] IIPR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:44.596619] [INFO ] [LOCAL     ] Saved forecast: IIPR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IIPR.txt
[2025-10-13T23:56:44.596862] [INFO ] [sig       ] [937/1810] Completed IIPR in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:44.596909] [INFO ] [sig       ] [938/1810] Forecasting IMAX...
[2025-10-13T23:56:44.596941] [INFO ] [sig       ] Generating forecast for: IMAX
[2025-10-13T23:56:44.596973] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IMAX' from 'https://tdm.silogroup.org/data/derivative_storage/IMAX.csv'.
[2025-10-13T23:56:44.605725] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IMAX'.
[2025-10-13T23:56:44.606032] [INFO ] [FORECASTER] Starting predict_future for IMAX
[2025-10-13T23:56:44.631515] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:44.632291] [DEBUG] [LOCAL     ] No optimal features file found for IMAX: ./output/feature-sets/IMAX.txt
[2025-10-13T23:56:44.632348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:44.632383] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:44.632413] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:44.632473] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:44.650254] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:44.650886] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:44.650967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:44.651002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:44.686343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:44.686445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:44.686484] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:44.686515] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:44.689819] [DEBUG] [FORECASTER] IMAX: Forecast T+1@11:T+2@11: UP (p=86.02%)
[2025-10-13T23:56:44.690080] [INFO ] [FORECASTER] Completed predict_future for IMAX
[2025-10-13T23:56:44.690210] [INFO ] [sig       ] IMAX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:44.831983] [INFO ] [LOCAL     ] Saved forecast: IMAX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IMAX.txt
[2025-10-13T23:56:44.832168] [INFO ] [sig       ] [938/1810] Completed IMAX in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:44.832248] [INFO ] [sig       ] [939/1810] Forecasting INFA...
[2025-10-13T23:56:44.832288] [INFO ] [sig       ] Generating forecast for: INFA
[2025-10-13T23:56:44.832321] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INFA' from 'https://tdm.silogroup.org/data/derivative_storage/INFA.csv'.
[2025-10-13T23:56:44.841212] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INFA'.
[2025-10-13T23:56:44.841483] [INFO ] [FORECASTER] Starting predict_future for INFA
[2025-10-13T23:56:44.866780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:44.867465] [DEBUG] [LOCAL     ] No optimal features file found for INFA: ./output/feature-sets/INFA.txt
[2025-10-13T23:56:44.867545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:44.867591] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:44.867622] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:44.867713] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:44.885277] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:44.885910] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:44.886003] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:44.886044] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:44.921268] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:44.921346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:44.921383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:44.921413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:44.924457] [DEBUG] [FORECASTER] INFA: Forecast T+1@11:T+2@11: UP (p=98.90%)
[2025-10-13T23:56:44.924746] [INFO ] [FORECASTER] Completed predict_future for INFA
[2025-10-13T23:56:44.924881] [INFO ] [sig       ] INFA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:45.072262] [INFO ] [LOCAL     ] Saved forecast: INFA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/INFA.txt
[2025-10-13T23:56:45.072457] [INFO ] [sig       ] [939/1810] Completed INFA in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:45.072508] [INFO ] [sig       ] [940/1810] Forecasting INFY...
[2025-10-13T23:56:45.072544] [INFO ] [sig       ] Generating forecast for: INFY
[2025-10-13T23:56:45.072576] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INFY' from 'https://tdm.silogroup.org/data/derivative_storage/INFY.csv'.
[2025-10-13T23:56:45.081987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INFY'.
[2025-10-13T23:56:45.082347] [INFO ] [FORECASTER] Starting predict_future for INFY
[2025-10-13T23:56:45.107049] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:45.107812] [DEBUG] [LOCAL     ] No optimal features file found for INFY: ./output/feature-sets/INFY.txt
[2025-10-13T23:56:45.107866] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:45.107901] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:45.107929] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:45.107985] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:45.124783] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:45.125321] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:45.125401] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:45.125435] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:45.161174] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:45.161264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:45.161302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:45.161330] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:45.164367] [DEBUG] [FORECASTER] INFY: Forecast T+1@11:T+2@11: DOWN (p=9.78%)
[2025-10-13T23:56:45.164626] [INFO ] [FORECASTER] Completed predict_future for INFY
[2025-10-13T23:56:45.164795] [INFO ] [sig       ] INFY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:45.306117] [INFO ] [LOCAL     ] Saved forecast: INFY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/INFY.txt
[2025-10-13T23:56:45.306355] [INFO ] [sig       ] [940/1810] Completed INFY in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:45.306398] [INFO ] [sig       ] [941/1810] Forecasting ING...
[2025-10-13T23:56:45.306428] [INFO ] [sig       ] Generating forecast for: ING
[2025-10-13T23:56:45.306459] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ING' from 'https://tdm.silogroup.org/data/derivative_storage/ING.csv'.
[2025-10-13T23:56:45.315724] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ING'.
[2025-10-13T23:56:45.316065] [INFO ] [FORECASTER] Starting predict_future for ING
[2025-10-13T23:56:45.341543] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:45.342269] [DEBUG] [LOCAL     ] No optimal features file found for ING: ./output/feature-sets/ING.txt
[2025-10-13T23:56:45.342325] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:45.342360] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:45.342390] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:45.342448] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:45.359323] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:45.359895] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:45.359975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:45.360009] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:45.396207] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:45.396282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:45.396318] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:45.396366] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:45.399556] [DEBUG] [FORECASTER] ING: Forecast T+1@11:T+2@11: DOWN (p=3.54%)
[2025-10-13T23:56:45.399841] [INFO ] [FORECASTER] Completed predict_future for ING
[2025-10-13T23:56:45.399976] [INFO ] [sig       ] ING: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:45.553726] [INFO ] [LOCAL     ] Saved forecast: ING	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ING.txt
[2025-10-13T23:56:45.553947] [INFO ] [sig       ] [941/1810] Completed ING in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:45.553990] [INFO ] [sig       ] [942/1810] Forecasting INGM...
[2025-10-13T23:56:45.554020] [INFO ] [sig       ] Generating forecast for: INGM
[2025-10-13T23:56:45.554053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INGM' from 'https://tdm.silogroup.org/data/derivative_storage/INGM.csv'.
[2025-10-13T23:56:45.562699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INGM'.
[2025-10-13T23:56:45.562984] [INFO ] [FORECASTER] Starting predict_future for INGM
[2025-10-13T23:56:45.587582] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:45.588319] [DEBUG] [LOCAL     ] No optimal features file found for INGM: ./output/feature-sets/INGM.txt
[2025-10-13T23:56:45.588374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:45.588407] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:45.588435] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:45.588492] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:45.605189] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:45.605759] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:45.605839] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:45.605872] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:45.641410] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:45.641506] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:45.641544] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:45.641573] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:45.644671] [DEBUG] [FORECASTER] INGM: Forecast T+1@11:T+2@11: UP (p=70.34%)
[2025-10-13T23:56:45.644931] [INFO ] [FORECASTER] Completed predict_future for INGM
[2025-10-13T23:56:45.645061] [INFO ] [sig       ] INGM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:45.786295] [INFO ] [LOCAL     ] Saved forecast: INGM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/INGM.txt
[2025-10-13T23:56:45.786544] [INFO ] [sig       ] [942/1810] Completed INGM in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:45.786587] [INFO ] [sig       ] [943/1810] Forecasting INGR...
[2025-10-13T23:56:45.786619] [INFO ] [sig       ] Generating forecast for: INGR
[2025-10-13T23:56:45.786679] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INGR' from 'https://tdm.silogroup.org/data/derivative_storage/INGR.csv'.
[2025-10-13T23:56:45.795912] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INGR'.
[2025-10-13T23:56:45.796207] [INFO ] [FORECASTER] Starting predict_future for INGR
[2025-10-13T23:56:45.821052] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:45.821806] [DEBUG] [LOCAL     ] No optimal features file found for INGR: ./output/feature-sets/INGR.txt
[2025-10-13T23:56:45.821863] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:45.821898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:45.821926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:45.821984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:45.838921] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:45.839481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:45.839562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:45.839599] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:45.881713] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:45.881879] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:45.881923] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:45.881952] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:45.885308] [DEBUG] [FORECASTER] INGR: Forecast T+1@11:T+2@11: DOWN (p=1.80%)
[2025-10-13T23:56:45.885584] [INFO ] [FORECASTER] Completed predict_future for INGR
[2025-10-13T23:56:45.885749] [INFO ] [sig       ] INGR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:46.024108] [INFO ] [LOCAL     ] Saved forecast: INGR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/INGR.txt
[2025-10-13T23:56:46.024371] [INFO ] [sig       ] [943/1810] Completed INGR in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:46.024414] [INFO ] [sig       ] [944/1810] Forecasting INN...
[2025-10-13T23:56:46.024445] [INFO ] [sig       ] Generating forecast for: INN
[2025-10-13T23:56:46.024478] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INN' from 'https://tdm.silogroup.org/data/derivative_storage/INN.csv'.
[2025-10-13T23:56:46.033597] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INN'.
[2025-10-13T23:56:46.033949] [INFO ] [FORECASTER] Starting predict_future for INN
[2025-10-13T23:56:46.058802] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:46.059501] [DEBUG] [LOCAL     ] No optimal features file found for INN: ./output/feature-sets/INN.txt
[2025-10-13T23:56:46.059556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:46.059589] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:46.059617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:46.059700] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:46.076419] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:46.077008] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:46.077092] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:46.077125] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:46.113984] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:46.114168] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:46.114213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:46.114244] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:46.117830] [DEBUG] [FORECASTER] INN: Forecast T+1@11:T+2@11: UP (p=53.64%)
[2025-10-13T23:56:46.118138] [INFO ] [FORECASTER] Completed predict_future for INN
[2025-10-13T23:56:46.118284] [INFO ] [sig       ] INN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:46.263855] [INFO ] [LOCAL     ] Saved forecast: INN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/INN.txt
[2025-10-13T23:56:46.264099] [INFO ] [sig       ] [944/1810] Completed INN in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:46.264143] [INFO ] [sig       ] [945/1810] Forecasting INSP...
[2025-10-13T23:56:46.264174] [INFO ] [sig       ] Generating forecast for: INSP
[2025-10-13T23:56:46.264206] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INSP' from 'https://tdm.silogroup.org/data/derivative_storage/INSP.csv'.
[2025-10-13T23:56:46.273799] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INSP'.
[2025-10-13T23:56:46.274042] [INFO ] [FORECASTER] Starting predict_future for INSP
[2025-10-13T23:56:46.298592] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:46.299313] [DEBUG] [LOCAL     ] No optimal features file found for INSP: ./output/feature-sets/INSP.txt
[2025-10-13T23:56:46.299369] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:46.299402] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:46.299429] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:46.299533] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:46.316971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:46.317549] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:46.317674] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:46.317740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:46.354447] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:46.354633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:46.354719] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:46.354758] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:46.358289] [DEBUG] [FORECASTER] INSP: Forecast T+1@11:T+2@11: DOWN (p=6.63%)
[2025-10-13T23:56:46.358578] [INFO ] [FORECASTER] Completed predict_future for INSP
[2025-10-13T23:56:46.358752] [INFO ] [sig       ] INSP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:46.500277] [INFO ] [LOCAL     ] Saved forecast: INSP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/INSP.txt
[2025-10-13T23:56:46.500470] [INFO ] [sig       ] [945/1810] Completed INSP in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:46.500510] [INFO ] [sig       ] [946/1810] Forecasting INSW...
[2025-10-13T23:56:46.500541] [INFO ] [sig       ] Generating forecast for: INSW
[2025-10-13T23:56:46.500573] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INSW' from 'https://tdm.silogroup.org/data/derivative_storage/INSW.csv'.
[2025-10-13T23:56:46.509246] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INSW'.
[2025-10-13T23:56:46.509519] [INFO ] [FORECASTER] Starting predict_future for INSW
[2025-10-13T23:56:46.534041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:46.534730] [DEBUG] [LOCAL     ] No optimal features file found for INSW: ./output/feature-sets/INSW.txt
[2025-10-13T23:56:46.534785] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:46.534818] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:46.534846] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:46.534902] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:46.552053] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:46.552568] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:46.552674] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:46.552728] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:46.589510] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:46.589595] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:46.589635] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:46.589708] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:46.592713] [DEBUG] [FORECASTER] INSW: Forecast T+1@11:T+2@11: UP (p=51.45%)
[2025-10-13T23:56:46.592964] [INFO ] [FORECASTER] Completed predict_future for INSW
[2025-10-13T23:56:46.593097] [INFO ] [sig       ] INSW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:46.737338] [INFO ] [LOCAL     ] Saved forecast: INSW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/INSW.txt
[2025-10-13T23:56:46.737544] [INFO ] [sig       ] [946/1810] Completed INSW in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:46.737614] [INFO ] [sig       ] [947/1810] Forecasting INVH...
[2025-10-13T23:56:46.737677] [INFO ] [sig       ] Generating forecast for: INVH
[2025-10-13T23:56:46.737729] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INVH' from 'https://tdm.silogroup.org/data/derivative_storage/INVH.csv'.
[2025-10-13T23:56:46.745551] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INVH'.
[2025-10-13T23:56:46.745834] [INFO ] [FORECASTER] Starting predict_future for INVH
[2025-10-13T23:56:46.770289] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:46.771017] [DEBUG] [LOCAL     ] No optimal features file found for INVH: ./output/feature-sets/INVH.txt
[2025-10-13T23:56:46.771071] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:46.771106] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:46.771135] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:46.771196] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:46.788910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:46.789433] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:46.789512] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:46.789553] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:46.825719] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:46.825797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:46.825834] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:46.825862] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:46.828895] [DEBUG] [FORECASTER] INVH: Forecast T+1@11:T+2@11: DOWN (p=14.17%)
[2025-10-13T23:56:46.829136] [INFO ] [FORECASTER] Completed predict_future for INVH
[2025-10-13T23:56:46.829269] [INFO ] [sig       ] INVH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:46.969597] [INFO ] [LOCAL     ] Saved forecast: INVH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/INVH.txt
[2025-10-13T23:56:46.969817] [INFO ] [sig       ] [947/1810] Completed INVH in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:46.969870] [INFO ] [sig       ] [948/1810] Forecasting INVX...
[2025-10-13T23:56:46.969902] [INFO ] [sig       ] Generating forecast for: INVX
[2025-10-13T23:56:46.969935] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'INVX' from 'https://tdm.silogroup.org/data/derivative_storage/INVX.csv'.
[2025-10-13T23:56:46.978297] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'INVX'.
[2025-10-13T23:56:46.978565] [INFO ] [FORECASTER] Starting predict_future for INVX
[2025-10-13T23:56:47.003027] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:47.003718] [DEBUG] [LOCAL     ] No optimal features file found for INVX: ./output/feature-sets/INVX.txt
[2025-10-13T23:56:47.003774] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:47.003808] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:47.003837] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:47.003894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:47.020864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:47.021386] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:47.021462] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:47.021496] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:47.054587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:47.054687] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:47.054767] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:47.054817] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:47.060451] [DEBUG] [FORECASTER] INVX: Forecast T+1@11:T+2@11: UP (p=66.50%)
[2025-10-13T23:56:47.060769] [INFO ] [FORECASTER] Completed predict_future for INVX
[2025-10-13T23:56:47.060910] [INFO ] [sig       ] INVX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:47.200840] [INFO ] [LOCAL     ] Saved forecast: INVX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/INVX.txt
[2025-10-13T23:56:47.201033] [INFO ] [sig       ] [948/1810] Completed INVX in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.5m
[2025-10-13T23:56:47.201075] [INFO ] [sig       ] [949/1810] Forecasting IONQ...
[2025-10-13T23:56:47.201106] [INFO ] [sig       ] Generating forecast for: IONQ
[2025-10-13T23:56:47.201137] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IONQ' from 'https://tdm.silogroup.org/data/derivative_storage/IONQ.csv'.
[2025-10-13T23:56:47.210253] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IONQ'.
[2025-10-13T23:56:47.210582] [INFO ] [FORECASTER] Starting predict_future for IONQ
[2025-10-13T23:56:47.235232] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:47.235951] [DEBUG] [LOCAL     ] No optimal features file found for IONQ: ./output/feature-sets/IONQ.txt
[2025-10-13T23:56:47.236006] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:47.236039] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:47.236067] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:47.236123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:47.253046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:47.253573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:47.253678] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:47.253732] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:47.289744] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:47.289826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:47.289863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:47.289891] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:47.292871] [DEBUG] [FORECASTER] IONQ: Forecast T+1@11:T+2@11: DOWN (p=8.37%)
[2025-10-13T23:56:47.293116] [INFO ] [FORECASTER] Completed predict_future for IONQ
[2025-10-13T23:56:47.293241] [INFO ] [sig       ] IONQ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:47.432118] [INFO ] [LOCAL     ] Saved forecast: IONQ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IONQ.txt
[2025-10-13T23:56:47.432332] [INFO ] [sig       ] [949/1810] Completed IONQ in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:47.432372] [INFO ] [sig       ] [950/1810] Forecasting IOT...
[2025-10-13T23:56:47.432403] [INFO ] [sig       ] Generating forecast for: IOT
[2025-10-13T23:56:47.432435] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IOT' from 'https://tdm.silogroup.org/data/derivative_storage/IOT.csv'.
[2025-10-13T23:56:47.440987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IOT'.
[2025-10-13T23:56:47.441262] [INFO ] [FORECASTER] Starting predict_future for IOT
[2025-10-13T23:56:47.465579] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:47.466302] [DEBUG] [LOCAL     ] No optimal features file found for IOT: ./output/feature-sets/IOT.txt
[2025-10-13T23:56:47.466356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:47.466389] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:47.466417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:47.466474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:47.483369] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:47.483924] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:47.484002] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:47.484035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:47.519402] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:47.519477] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:47.519513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:47.519541] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:47.522526] [DEBUG] [FORECASTER] IOT: Forecast T+1@11:T+2@11: DOWN (p=33.93%)
[2025-10-13T23:56:47.522811] [INFO ] [FORECASTER] Completed predict_future for IOT
[2025-10-13T23:56:47.522941] [INFO ] [sig       ] IOT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:47.662591] [INFO ] [LOCAL     ] Saved forecast: IOT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IOT.txt
[2025-10-13T23:56:47.662825] [INFO ] [sig       ] [950/1810] Completed IOT in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:47.662878] [INFO ] [sig       ] [951/1810] Forecasting IP...
[2025-10-13T23:56:47.662911] [INFO ] [sig       ] Generating forecast for: IP
[2025-10-13T23:56:47.662943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IP' from 'https://tdm.silogroup.org/data/derivative_storage/IP.csv'.
[2025-10-13T23:56:47.672096] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IP'.
[2025-10-13T23:56:47.672443] [INFO ] [FORECASTER] Starting predict_future for IP
[2025-10-13T23:56:47.697095] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:47.697827] [DEBUG] [LOCAL     ] No optimal features file found for IP: ./output/feature-sets/IP.txt
[2025-10-13T23:56:47.697881] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:47.697915] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:47.697944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:47.698001] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:47.714874] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:47.715397] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:47.715475] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:47.715510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:47.757667] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:47.757936] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:47.757998] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:47.758052] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:47.761291] [DEBUG] [FORECASTER] IP: Forecast T+1@11:T+2@11: DOWN (p=15.61%)
[2025-10-13T23:56:47.761541] [INFO ] [FORECASTER] Completed predict_future for IP
[2025-10-13T23:56:47.761706] [INFO ] [sig       ] IP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:47.900554] [INFO ] [LOCAL     ] Saved forecast: IP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IP.txt
[2025-10-13T23:56:47.900866] [INFO ] [sig       ] [951/1810] Completed IP in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:47.900927] [INFO ] [sig       ] [952/1810] Forecasting IPG...
[2025-10-13T23:56:47.900961] [INFO ] [sig       ] Generating forecast for: IPG
[2025-10-13T23:56:47.900994] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IPG' from 'https://tdm.silogroup.org/data/derivative_storage/IPG.csv'.
[2025-10-13T23:56:47.911398] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IPG'.
[2025-10-13T23:56:47.911747] [INFO ] [FORECASTER] Starting predict_future for IPG
[2025-10-13T23:56:47.936409] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:47.937132] [DEBUG] [LOCAL     ] No optimal features file found for IPG: ./output/feature-sets/IPG.txt
[2025-10-13T23:56:47.937187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:47.937220] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:47.937248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:47.937305] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:47.954293] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:47.954859] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:47.954942] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:47.954975] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:47.987317] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:47.987414] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:47.987451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:47.987495] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:47.990619] [DEBUG] [FORECASTER] IPG: Forecast T+1@11:T+2@11: UP (p=54.20%)
[2025-10-13T23:56:47.990900] [INFO ] [FORECASTER] Completed predict_future for IPG
[2025-10-13T23:56:47.991028] [INFO ] [sig       ] IPG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:48.129615] [INFO ] [LOCAL     ] Saved forecast: IPG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IPG.txt
[2025-10-13T23:56:48.129875] [INFO ] [sig       ] [952/1810] Completed IPG in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:48.129923] [INFO ] [sig       ] [953/1810] Forecasting IPI...
[2025-10-13T23:56:48.129954] [INFO ] [sig       ] Generating forecast for: IPI
[2025-10-13T23:56:48.129986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IPI' from 'https://tdm.silogroup.org/data/derivative_storage/IPI.csv'.
[2025-10-13T23:56:48.139081] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'IPI'.
[2025-10-13T23:56:48.139366] [INFO ] [FORECASTER] Starting predict_future for IPI
[2025-10-13T23:56:48.163942] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:48.164618] [DEBUG] [LOCAL     ] No optimal features file found for IPI: ./output/feature-sets/IPI.txt
[2025-10-13T23:56:48.164697] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:48.164741] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:48.164770] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:48.164826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:48.181737] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:48.182285] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:48.182364] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:48.182397] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:48.212233] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:48.212311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:48.212348] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:48.212377] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:48.215368] [DEBUG] [FORECASTER] IPI: Forecast T+1@11:T+2@11: UP (p=99.28%)
[2025-10-13T23:56:48.215613] [INFO ] [FORECASTER] Completed predict_future for IPI
[2025-10-13T23:56:48.215778] [INFO ] [sig       ] IPI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:48.356177] [INFO ] [LOCAL     ] Saved forecast: IPI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IPI.txt
[2025-10-13T23:56:48.356387] [INFO ] [sig       ] [953/1810] Completed IPI in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:48.356454] [INFO ] [sig       ] [954/1810] Forecasting IQI...
[2025-10-13T23:56:48.356486] [INFO ] [sig       ] Generating forecast for: IQI
[2025-10-13T23:56:48.356519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IQI' from 'https://tdm.silogroup.org/data/derivative_storage/IQI.csv'.
[2025-10-13T23:56:48.364606] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IQI'.
[2025-10-13T23:56:48.364900] [INFO ] [FORECASTER] Starting predict_future for IQI
[2025-10-13T23:56:48.389258] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:48.389987] [DEBUG] [LOCAL     ] No optimal features file found for IQI: ./output/feature-sets/IQI.txt
[2025-10-13T23:56:48.390041] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:48.390075] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:48.390103] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:48.390161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:48.407176] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:48.407784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:48.407862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:48.407896] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:48.438992] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:48.439075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:48.439112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:48.439142] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:48.442160] [DEBUG] [FORECASTER] IQI: Forecast T+1@11:T+2@11: UP (p=96.67%)
[2025-10-13T23:56:48.442408] [INFO ] [FORECASTER] Completed predict_future for IQI
[2025-10-13T23:56:48.442527] [INFO ] [sig       ] IQI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:48.581312] [INFO ] [LOCAL     ] Saved forecast: IQI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IQI.txt
[2025-10-13T23:56:48.581510] [INFO ] [sig       ] [954/1810] Completed IQI in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:48.581552] [INFO ] [sig       ] [955/1810] Forecasting IQV...
[2025-10-13T23:56:48.581583] [INFO ] [sig       ] Generating forecast for: IQV
[2025-10-13T23:56:48.581619] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IQV' from 'https://tdm.silogroup.org/data/derivative_storage/IQV.csv'.
[2025-10-13T23:56:48.590486] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IQV'.
[2025-10-13T23:56:48.590820] [INFO ] [FORECASTER] Starting predict_future for IQV
[2025-10-13T23:56:48.615197] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:48.615907] [DEBUG] [LOCAL     ] No optimal features file found for IQV: ./output/feature-sets/IQV.txt
[2025-10-13T23:56:48.615962] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:48.615995] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:48.616024] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:48.616081] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:48.632881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:48.633396] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:48.633473] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:48.633506] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:48.665669] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:48.665777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:48.665815] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:48.665845] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:48.669009] [DEBUG] [FORECASTER] IQV: Forecast T+1@11:T+2@11: DOWN (p=5.99%)
[2025-10-13T23:56:48.669274] [INFO ] [FORECASTER] Completed predict_future for IQV
[2025-10-13T23:56:48.669400] [INFO ] [sig       ] IQV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:48.807628] [INFO ] [LOCAL     ] Saved forecast: IQV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IQV.txt
[2025-10-13T23:56:48.807854] [INFO ] [sig       ] [955/1810] Completed IQV in 0.2s | 4.16 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:48.807899] [INFO ] [sig       ] [956/1810] Forecasting IR...
[2025-10-13T23:56:48.807930] [INFO ] [sig       ] Generating forecast for: IR
[2025-10-13T23:56:48.807962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IR' from 'https://tdm.silogroup.org/data/derivative_storage/IR.csv'.
[2025-10-13T23:56:48.817105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IR'.
[2025-10-13T23:56:48.817450] [INFO ] [FORECASTER] Starting predict_future for IR
[2025-10-13T23:56:48.842234] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:48.842933] [DEBUG] [LOCAL     ] No optimal features file found for IR: ./output/feature-sets/IR.txt
[2025-10-13T23:56:48.842986] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:48.843020] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:48.843047] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:48.843102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:48.860098] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:48.860620] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:48.860724] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:48.860765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:48.896757] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:48.896856] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:48.896894] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:48.896925] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:48.900066] [DEBUG] [FORECASTER] IR: Forecast T+1@11:T+2@11: DOWN (p=25.47%)
[2025-10-13T23:56:48.900318] [INFO ] [FORECASTER] Completed predict_future for IR
[2025-10-13T23:56:48.900444] [INFO ] [sig       ] IR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:49.038593] [INFO ] [LOCAL     ] Saved forecast: IR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IR.txt
[2025-10-13T23:56:49.038825] [INFO ] [sig       ] [956/1810] Completed IR in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:49.038878] [INFO ] [sig       ] [957/1810] Forecasting IRM...
[2025-10-13T23:56:49.038910] [INFO ] [sig       ] Generating forecast for: IRM
[2025-10-13T23:56:49.038943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRM' from 'https://tdm.silogroup.org/data/derivative_storage/IRM.csv'.
[2025-10-13T23:56:49.047462] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRM'.
[2025-10-13T23:56:49.047770] [INFO ] [FORECASTER] Starting predict_future for IRM
[2025-10-13T23:56:49.072182] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:49.072907] [DEBUG] [LOCAL     ] No optimal features file found for IRM: ./output/feature-sets/IRM.txt
[2025-10-13T23:56:49.072961] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:49.072995] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:49.073023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:49.073080] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:49.089934] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:49.090475] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:49.090551] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:49.090584] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:49.126294] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:49.126372] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:49.126407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:49.126435] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:49.129457] [DEBUG] [FORECASTER] IRM: Forecast T+1@11:T+2@11: DOWN (p=31.81%)
[2025-10-13T23:56:49.129745] [INFO ] [FORECASTER] Completed predict_future for IRM
[2025-10-13T23:56:49.129884] [INFO ] [sig       ] IRM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:49.268475] [INFO ] [LOCAL     ] Saved forecast: IRM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IRM.txt
[2025-10-13T23:56:49.268694] [INFO ] [sig       ] [957/1810] Completed IRM in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:49.268755] [INFO ] [sig       ] [958/1810] Forecasting IRS...
[2025-10-13T23:56:49.268788] [INFO ] [sig       ] Generating forecast for: IRS
[2025-10-13T23:56:49.268819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRS' from 'https://tdm.silogroup.org/data/derivative_storage/IRS.csv'.
[2025-10-13T23:56:49.277246] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRS'.
[2025-10-13T23:56:49.277561] [INFO ] [FORECASTER] Starting predict_future for IRS
[2025-10-13T23:56:49.301953] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:49.302598] [DEBUG] [LOCAL     ] No optimal features file found for IRS: ./output/feature-sets/IRS.txt
[2025-10-13T23:56:49.302679] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:49.302730] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:49.302805] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:49.302872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:49.319759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:49.320305] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:49.320382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:49.320416] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:49.354583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:49.354736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:49.354787] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:49.354818] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:49.358222] [DEBUG] [FORECASTER] IRS: Forecast T+1@11:T+2@11: DOWN (p=7.82%)
[2025-10-13T23:56:49.358509] [INFO ] [FORECASTER] Completed predict_future for IRS
[2025-10-13T23:56:49.358669] [INFO ] [sig       ] IRS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:49.498310] [INFO ] [LOCAL     ] Saved forecast: IRS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IRS.txt
[2025-10-13T23:56:49.498570] [INFO ] [sig       ] [958/1810] Completed IRS in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:49.498613] [INFO ] [sig       ] [959/1810] Forecasting IRT...
[2025-10-13T23:56:49.498677] [INFO ] [sig       ] Generating forecast for: IRT
[2025-10-13T23:56:49.498733] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IRT' from 'https://tdm.silogroup.org/data/derivative_storage/IRT.csv'.
[2025-10-13T23:56:49.507340] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IRT'.
[2025-10-13T23:56:49.507798] [INFO ] [FORECASTER] Starting predict_future for IRT
[2025-10-13T23:56:49.532920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:49.533773] [DEBUG] [LOCAL     ] No optimal features file found for IRT: ./output/feature-sets/IRT.txt
[2025-10-13T23:56:49.533828] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:49.533862] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:49.533891] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:49.533948] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:49.551119] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:49.552005] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:49.552096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:49.552130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:49.588729] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:49.588907] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:49.588951] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:49.588981] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:49.592396] [DEBUG] [FORECASTER] IRT: Forecast T+1@11:T+2@11: DOWN (p=23.82%)
[2025-10-13T23:56:49.592827] [INFO ] [FORECASTER] Completed predict_future for IRT
[2025-10-13T23:56:49.592975] [INFO ] [sig       ] IRT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:49.733099] [INFO ] [LOCAL     ] Saved forecast: IRT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IRT.txt
[2025-10-13T23:56:49.733335] [INFO ] [sig       ] [959/1810] Completed IRT in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:49.733378] [INFO ] [sig       ] [960/1810] Forecasting ISD...
[2025-10-13T23:56:49.733409] [INFO ] [sig       ] Generating forecast for: ISD
[2025-10-13T23:56:49.733442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ISD' from 'https://tdm.silogroup.org/data/derivative_storage/ISD.csv'.
[2025-10-13T23:56:49.742331] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ISD'.
[2025-10-13T23:56:49.742702] [INFO ] [FORECASTER] Starting predict_future for ISD
[2025-10-13T23:56:49.767339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:49.768131] [DEBUG] [LOCAL     ] No optimal features file found for ISD: ./output/feature-sets/ISD.txt
[2025-10-13T23:56:49.768186] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:49.768220] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:49.768249] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:49.768305] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:49.785560] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:49.786362] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:49.786448] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:49.786482] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:49.818674] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:49.818848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:49.818892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:49.818922] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:49.822346] [DEBUG] [FORECASTER] ISD: Forecast T+1@11:T+2@11: UP (p=99.60%)
[2025-10-13T23:56:49.822622] [INFO ] [FORECASTER] Completed predict_future for ISD
[2025-10-13T23:56:49.822805] [INFO ] [sig       ] ISD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:49.967328] [INFO ] [LOCAL     ] Saved forecast: ISD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ISD.txt
[2025-10-13T23:56:49.967611] [INFO ] [sig       ] [960/1810] Completed ISD in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:49.967700] [INFO ] [sig       ] [961/1810] Forecasting IT...
[2025-10-13T23:56:49.967769] [INFO ] [sig       ] Generating forecast for: IT
[2025-10-13T23:56:49.967832] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IT' from 'https://tdm.silogroup.org/data/derivative_storage/IT.csv'.
[2025-10-13T23:56:49.977576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IT'.
[2025-10-13T23:56:49.977962] [INFO ] [FORECASTER] Starting predict_future for IT
[2025-10-13T23:56:50.002401] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:50.003114] [DEBUG] [LOCAL     ] No optimal features file found for IT: ./output/feature-sets/IT.txt
[2025-10-13T23:56:50.003168] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:50.003202] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:50.003231] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:50.003287] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:50.020550] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:50.021124] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:50.021204] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:50.021237] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:50.054352] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:50.054544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:50.054587] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:50.054616] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:50.059667] [DEBUG] [FORECASTER] IT: Forecast T+1@11:T+2@11: UP (p=96.48%)
[2025-10-13T23:56:50.059960] [INFO ] [FORECASTER] Completed predict_future for IT
[2025-10-13T23:56:50.060092] [INFO ] [sig       ] IT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:50.197918] [INFO ] [LOCAL     ] Saved forecast: IT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IT.txt
[2025-10-13T23:56:50.198133] [INFO ] [sig       ] [961/1810] Completed IT in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:50.198176] [INFO ] [sig       ] [962/1810] Forecasting ITGR...
[2025-10-13T23:56:50.198206] [INFO ] [sig       ] Generating forecast for: ITGR
[2025-10-13T23:56:50.198239] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITGR' from 'https://tdm.silogroup.org/data/derivative_storage/ITGR.csv'.
[2025-10-13T23:56:50.207021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITGR'.
[2025-10-13T23:56:50.207354] [INFO ] [FORECASTER] Starting predict_future for ITGR
[2025-10-13T23:56:50.232020] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:50.232747] [DEBUG] [LOCAL     ] No optimal features file found for ITGR: ./output/feature-sets/ITGR.txt
[2025-10-13T23:56:50.232802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:50.232837] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:50.232865] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:50.232922] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:50.249884] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:50.250467] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:50.250546] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:50.250579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:50.283073] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:50.283201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:50.283239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:50.283268] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:50.286476] [DEBUG] [FORECASTER] ITGR: Forecast T+1@11:T+2@11: UP (p=96.87%)
[2025-10-13T23:56:50.286811] [INFO ] [FORECASTER] Completed predict_future for ITGR
[2025-10-13T23:56:50.286943] [INFO ] [sig       ] ITGR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:50.425339] [INFO ] [LOCAL     ] Saved forecast: ITGR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ITGR.txt
[2025-10-13T23:56:50.425553] [INFO ] [sig       ] [962/1810] Completed ITGR in 0.2s | 4.17 sym/s | Total: 3.8m | ETA: 3.4m
[2025-10-13T23:56:50.425596] [INFO ] [sig       ] [963/1810] Forecasting ITT...
[2025-10-13T23:56:50.425627] [INFO ] [sig       ] Generating forecast for: ITT
[2025-10-13T23:56:50.425702] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITT' from 'https://tdm.silogroup.org/data/derivative_storage/ITT.csv'.
[2025-10-13T23:56:50.434968] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITT'.
[2025-10-13T23:56:50.435401] [INFO ] [FORECASTER] Starting predict_future for ITT
[2025-10-13T23:56:50.460386] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:50.461173] [DEBUG] [LOCAL     ] No optimal features file found for ITT: ./output/feature-sets/ITT.txt
[2025-10-13T23:56:50.461229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:50.461263] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:50.461292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:50.461348] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:50.478393] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:50.478967] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:50.479047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:50.479082] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:50.514661] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:50.514747] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:50.514785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:50.514814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:50.517837] [DEBUG] [FORECASTER] ITT: Forecast T+1@11:T+2@11: DOWN (p=2.14%)
[2025-10-13T23:56:50.518091] [INFO ] [FORECASTER] Completed predict_future for ITT
[2025-10-13T23:56:50.518223] [INFO ] [sig       ] ITT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:50.661317] [INFO ] [LOCAL     ] Saved forecast: ITT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ITT.txt
[2025-10-13T23:56:50.661576] [INFO ] [sig       ] [963/1810] Completed ITT in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:50.661618] [INFO ] [sig       ] [964/1810] Forecasting ITUB...
[2025-10-13T23:56:50.661678] [INFO ] [sig       ] Generating forecast for: ITUB
[2025-10-13T23:56:50.661731] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITUB' from 'https://tdm.silogroup.org/data/derivative_storage/ITUB.csv'.
[2025-10-13T23:56:50.670896] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITUB'.
[2025-10-13T23:56:50.671237] [INFO ] [FORECASTER] Starting predict_future for ITUB
[2025-10-13T23:56:50.695591] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:50.696294] [DEBUG] [LOCAL     ] No optimal features file found for ITUB: ./output/feature-sets/ITUB.txt
[2025-10-13T23:56:50.696348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:50.696381] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:50.696409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:50.696465] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:50.713309] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:50.713880] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:50.713981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:50.714016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:50.750379] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:50.750548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:50.750608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:50.750680] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:50.755052] [DEBUG] [FORECASTER] ITUB: Forecast T+1@11:T+2@11: DOWN (p=19.83%)
[2025-10-13T23:56:50.755373] [INFO ] [FORECASTER] Completed predict_future for ITUB
[2025-10-13T23:56:50.755524] [INFO ] [sig       ] ITUB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:50.897228] [INFO ] [LOCAL     ] Saved forecast: ITUB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ITUB.txt
[2025-10-13T23:56:50.897465] [INFO ] [sig       ] [964/1810] Completed ITUB in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:50.897545] [INFO ] [sig       ] [965/1810] Forecasting ITW...
[2025-10-13T23:56:50.897585] [INFO ] [sig       ] Generating forecast for: ITW
[2025-10-13T23:56:50.897661] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ITW' from 'https://tdm.silogroup.org/data/derivative_storage/ITW.csv'.
[2025-10-13T23:56:50.907850] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ITW'.
[2025-10-13T23:56:50.908255] [INFO ] [FORECASTER] Starting predict_future for ITW
[2025-10-13T23:56:50.932915] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:50.933611] [DEBUG] [LOCAL     ] No optimal features file found for ITW: ./output/feature-sets/ITW.txt
[2025-10-13T23:56:50.933692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:50.933738] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:50.933769] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:50.933826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:50.950789] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:50.951323] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:50.951416] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:50.951470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:50.980848] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:50.980964] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:50.981002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:50.981031] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:50.984148] [DEBUG] [FORECASTER] ITW: Forecast T+1@11:T+2@11: DOWN (p=22.44%)
[2025-10-13T23:56:50.984404] [INFO ] [FORECASTER] Completed predict_future for ITW
[2025-10-13T23:56:50.984531] [INFO ] [sig       ] ITW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:51.121822] [INFO ] [LOCAL     ] Saved forecast: ITW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ITW.txt
[2025-10-13T23:56:51.122052] [INFO ] [sig       ] [965/1810] Completed ITW in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:51.122093] [INFO ] [sig       ] [966/1810] Forecasting IVR...
[2025-10-13T23:56:51.122124] [INFO ] [sig       ] Generating forecast for: IVR
[2025-10-13T23:56:51.122156] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVR' from 'https://tdm.silogroup.org/data/derivative_storage/IVR.csv'.
[2025-10-13T23:56:51.130427] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVR'.
[2025-10-13T23:56:51.130749] [INFO ] [FORECASTER] Starting predict_future for IVR
[2025-10-13T23:56:51.155480] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:51.156211] [DEBUG] [LOCAL     ] No optimal features file found for IVR: ./output/feature-sets/IVR.txt
[2025-10-13T23:56:51.156285] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:51.156320] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:51.156348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:51.156404] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:51.173672] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:51.174266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:51.174344] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:51.174377] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:51.209355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:51.209455] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:51.209493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:51.209522] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:51.212622] [DEBUG] [FORECASTER] IVR: Forecast T+1@11:T+2@11: UP (p=84.32%)
[2025-10-13T23:56:51.212902] [INFO ] [FORECASTER] Completed predict_future for IVR
[2025-10-13T23:56:51.213033] [INFO ] [sig       ] IVR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:51.351925] [INFO ] [LOCAL     ] Saved forecast: IVR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IVR.txt
[2025-10-13T23:56:51.352154] [INFO ] [sig       ] [966/1810] Completed IVR in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:51.352197] [INFO ] [sig       ] [967/1810] Forecasting IVT...
[2025-10-13T23:56:51.352228] [INFO ] [sig       ] Generating forecast for: IVT
[2025-10-13T23:56:51.352260] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVT' from 'https://tdm.silogroup.org/data/derivative_storage/IVT.csv'.
[2025-10-13T23:56:51.361575] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVT'.
[2025-10-13T23:56:51.361977] [INFO ] [FORECASTER] Starting predict_future for IVT
[2025-10-13T23:56:51.386575] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:51.387301] [DEBUG] [LOCAL     ] No optimal features file found for IVT: ./output/feature-sets/IVT.txt
[2025-10-13T23:56:51.387357] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:51.387392] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:51.387420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:51.387477] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:51.404439] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:51.405045] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:51.405123] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:51.405158] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:51.441049] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:51.441157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:51.441195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:51.441225] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:51.444300] [DEBUG] [FORECASTER] IVT: Forecast T+1@11:T+2@11: UP (p=99.64%)
[2025-10-13T23:56:51.444555] [INFO ] [FORECASTER] Completed predict_future for IVT
[2025-10-13T23:56:51.444723] [INFO ] [sig       ] IVT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:51.590905] [INFO ] [LOCAL     ] Saved forecast: IVT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IVT.txt
[2025-10-13T23:56:51.591167] [INFO ] [sig       ] [967/1810] Completed IVT in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:51.591228] [INFO ] [sig       ] [968/1810] Forecasting IVZ...
[2025-10-13T23:56:51.591263] [INFO ] [sig       ] Generating forecast for: IVZ
[2025-10-13T23:56:51.591328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IVZ' from 'https://tdm.silogroup.org/data/derivative_storage/IVZ.csv'.
[2025-10-13T23:56:51.602358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IVZ'.
[2025-10-13T23:56:51.602765] [INFO ] [FORECASTER] Starting predict_future for IVZ
[2025-10-13T23:56:51.628197] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:51.628963] [DEBUG] [LOCAL     ] No optimal features file found for IVZ: ./output/feature-sets/IVZ.txt
[2025-10-13T23:56:51.629019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:51.629054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:51.629081] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:51.629139] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:51.646864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:51.647417] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:51.647532] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:51.647586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:51.687339] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:51.687459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:51.687534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:51.687579] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:51.690892] [DEBUG] [FORECASTER] IVZ: Forecast T+1@11:T+2@11: DOWN (p=46.99%)
[2025-10-13T23:56:51.691156] [INFO ] [FORECASTER] Completed predict_future for IVZ
[2025-10-13T23:56:51.691287] [INFO ] [sig       ] IVZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:51.832872] [INFO ] [LOCAL     ] Saved forecast: IVZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/IVZ.txt
[2025-10-13T23:56:51.833093] [INFO ] [sig       ] [968/1810] Completed IVZ in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:51.833135] [INFO ] [sig       ] [969/1810] Forecasting IX...
[2025-10-13T23:56:51.833166] [INFO ] [sig       ] Generating forecast for: IX
[2025-10-13T23:56:51.833197] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'IX' from 'https://tdm.silogroup.org/data/derivative_storage/IX.csv'.
[2025-10-13T23:56:51.841667] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'IX'.
[2025-10-13T23:56:51.841976] [INFO ] [FORECASTER] Starting predict_future for IX
[2025-10-13T23:56:51.866877] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:51.867611] [DEBUG] [LOCAL     ] No optimal features file found for IX: ./output/feature-sets/IX.txt
[2025-10-13T23:56:51.867691] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:51.867737] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:51.867768] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:51.867826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:51.885424] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:51.886047] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:51.886127] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:51.886161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:51.921910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:51.921999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:51.922036] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:51.922067] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:51.925217] [DEBUG] [FORECASTER] IX: Forecast T+1@11:T+2@11: UP (p=96.13%)
[2025-10-13T23:56:51.925503] [INFO ] [FORECASTER] Completed predict_future for IX
[2025-10-13T23:56:51.925695] [INFO ] [sig       ] IX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:52.066861] [INFO ] [LOCAL     ] Saved forecast: IX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/IX.txt
[2025-10-13T23:56:52.067075] [INFO ] [sig       ] [969/1810] Completed IX in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:52.067118] [INFO ] [sig       ] [970/1810] Forecasting J...
[2025-10-13T23:56:52.067150] [INFO ] [sig       ] Generating forecast for: J
[2025-10-13T23:56:52.067183] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'J' from 'https://tdm.silogroup.org/data/derivative_storage/J.csv'.
[2025-10-13T23:56:52.076991] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'J'.
[2025-10-13T23:56:52.077360] [INFO ] [FORECASTER] Starting predict_future for J
[2025-10-13T23:56:52.102256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:52.102975] [DEBUG] [LOCAL     ] No optimal features file found for J: ./output/feature-sets/J.txt
[2025-10-13T23:56:52.103030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:52.103064] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:52.103093] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:52.103150] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:52.120046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:52.120597] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:52.120737] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:52.120865] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:52.159516] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:52.159614] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:52.159681] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:52.159730] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:52.162887] [DEBUG] [FORECASTER] J: Forecast T+1@11:T+2@11: DOWN (p=33.04%)
[2025-10-13T23:56:52.163144] [INFO ] [FORECASTER] Completed predict_future for J
[2025-10-13T23:56:52.163284] [INFO ] [sig       ] J: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:52.301781] [INFO ] [LOCAL     ] Saved forecast: J	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/J.txt
[2025-10-13T23:56:52.302005] [INFO ] [sig       ] [970/1810] Completed J in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:52.302048] [INFO ] [sig       ] [971/1810] Forecasting JBGS...
[2025-10-13T23:56:52.302079] [INFO ] [sig       ] Generating forecast for: JBGS
[2025-10-13T23:56:52.302110] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBGS' from 'https://tdm.silogroup.org/data/derivative_storage/JBGS.csv'.
[2025-10-13T23:56:52.311342] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBGS'.
[2025-10-13T23:56:52.311666] [INFO ] [FORECASTER] Starting predict_future for JBGS
[2025-10-13T23:56:52.336086] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:52.336827] [DEBUG] [LOCAL     ] No optimal features file found for JBGS: ./output/feature-sets/JBGS.txt
[2025-10-13T23:56:52.336881] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:52.336960] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:52.336998] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:52.337055] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:52.353944] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:52.354476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:52.354557] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:52.354607] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:52.397043] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:52.397167] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:52.397207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:52.397237] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:52.400761] [DEBUG] [FORECASTER] JBGS: Forecast T+1@11:T+2@11: DOWN (p=3.29%)
[2025-10-13T23:56:52.401024] [INFO ] [FORECASTER] Completed predict_future for JBGS
[2025-10-13T23:56:52.401178] [INFO ] [sig       ] JBGS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:52.540559] [INFO ] [LOCAL     ] Saved forecast: JBGS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JBGS.txt
[2025-10-13T23:56:52.540832] [INFO ] [sig       ] [971/1810] Completed JBGS in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:52.540894] [INFO ] [sig       ] [972/1810] Forecasting JBI...
[2025-10-13T23:56:52.540929] [INFO ] [sig       ] Generating forecast for: JBI
[2025-10-13T23:56:52.540962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBI' from 'https://tdm.silogroup.org/data/derivative_storage/JBI.csv'.
[2025-10-13T23:56:52.550463] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBI'.
[2025-10-13T23:56:52.550815] [INFO ] [FORECASTER] Starting predict_future for JBI
[2025-10-13T23:56:52.575775] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:52.576482] [DEBUG] [LOCAL     ] No optimal features file found for JBI: ./output/feature-sets/JBI.txt
[2025-10-13T23:56:52.576537] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:52.576571] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:52.576600] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:52.576687] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:52.593881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:52.594481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:52.594587] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:52.594664] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:52.631163] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:52.631291] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:52.631330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:52.631359] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:52.634622] [DEBUG] [FORECASTER] JBI: Forecast T+1@11:T+2@11: UP (p=65.40%)
[2025-10-13T23:56:52.634918] [INFO ] [FORECASTER] Completed predict_future for JBI
[2025-10-13T23:56:52.635055] [INFO ] [sig       ] JBI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:52.774220] [INFO ] [LOCAL     ] Saved forecast: JBI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JBI.txt
[2025-10-13T23:56:52.774449] [INFO ] [sig       ] [972/1810] Completed JBI in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.4m
[2025-10-13T23:56:52.774491] [INFO ] [sig       ] [973/1810] Forecasting JBL...
[2025-10-13T23:56:52.774521] [INFO ] [sig       ] Generating forecast for: JBL
[2025-10-13T23:56:52.774553] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBL' from 'https://tdm.silogroup.org/data/derivative_storage/JBL.csv'.
[2025-10-13T23:56:52.783630] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBL'.
[2025-10-13T23:56:52.783959] [INFO ] [FORECASTER] Starting predict_future for JBL
[2025-10-13T23:56:52.808531] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:52.809238] [DEBUG] [LOCAL     ] No optimal features file found for JBL: ./output/feature-sets/JBL.txt
[2025-10-13T23:56:52.809293] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:52.809344] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:52.809374] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:52.809429] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:52.826115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:52.826676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:52.826767] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:52.826802] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:52.864536] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:52.864635] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:52.864721] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:52.864757] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:52.867894] [DEBUG] [FORECASTER] JBL: Forecast T+1@11:T+2@11: DOWN (p=37.62%)
[2025-10-13T23:56:52.868150] [INFO ] [FORECASTER] Completed predict_future for JBL
[2025-10-13T23:56:52.868282] [INFO ] [sig       ] JBL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:53.006293] [INFO ] [LOCAL     ] Saved forecast: JBL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JBL.txt
[2025-10-13T23:56:53.006512] [INFO ] [sig       ] [973/1810] Completed JBL in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:53.006554] [INFO ] [sig       ] [974/1810] Forecasting JBND...
[2025-10-13T23:56:53.006585] [INFO ] [sig       ] Generating forecast for: JBND
[2025-10-13T23:56:53.006617] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JBND' from 'https://tdm.silogroup.org/data/derivative_storage/JBND.csv'.
[2025-10-13T23:56:53.016143] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JBND'.
[2025-10-13T23:56:53.016499] [INFO ] [FORECASTER] Starting predict_future for JBND
[2025-10-13T23:56:53.041295] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:53.042006] [DEBUG] [LOCAL     ] No optimal features file found for JBND: ./output/feature-sets/JBND.txt
[2025-10-13T23:56:53.042077] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:53.042140] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:53.042175] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:53.042233] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:53.059177] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:53.059778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:53.059864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:53.059897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:53.101953] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:53.102071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:53.102112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:53.102142] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:53.105402] [DEBUG] [FORECASTER] JBND: Forecast T+1@11:T+2@11: UP (p=90.22%)
[2025-10-13T23:56:53.105742] [INFO ] [FORECASTER] Completed predict_future for JBND
[2025-10-13T23:56:53.105898] [INFO ] [sig       ] JBND: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:53.251775] [INFO ] [LOCAL     ] Saved forecast: JBND	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JBND.txt
[2025-10-13T23:56:53.252014] [INFO ] [sig       ] [974/1810] Completed JBND in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:53.252056] [INFO ] [sig       ] [975/1810] Forecasting JCE...
[2025-10-13T23:56:53.252085] [INFO ] [sig       ] Generating forecast for: JCE
[2025-10-13T23:56:53.252118] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JCE' from 'https://tdm.silogroup.org/data/derivative_storage/JCE.csv'.
[2025-10-13T23:56:53.261503] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JCE'.
[2025-10-13T23:56:53.261865] [INFO ] [FORECASTER] Starting predict_future for JCE
[2025-10-13T23:56:53.286280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:53.286993] [DEBUG] [LOCAL     ] No optimal features file found for JCE: ./output/feature-sets/JCE.txt
[2025-10-13T23:56:53.287048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:53.287081] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:53.287108] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:53.287165] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:53.304064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:53.304583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:53.304690] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:53.304744] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:53.341194] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:53.341267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:53.341302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:53.341331] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:53.344230] [DEBUG] [FORECASTER] JCE: Forecast T+1@11:T+2@11: DOWN (p=19.40%)
[2025-10-13T23:56:53.344471] [INFO ] [FORECASTER] Completed predict_future for JCE
[2025-10-13T23:56:53.344600] [INFO ] [sig       ] JCE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:53.483816] [INFO ] [LOCAL     ] Saved forecast: JCE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JCE.txt
[2025-10-13T23:56:53.484028] [INFO ] [sig       ] [975/1810] Completed JCE in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:53.484070] [INFO ] [sig       ] [976/1810] Forecasting JCI...
[2025-10-13T23:56:53.484102] [INFO ] [sig       ] Generating forecast for: JCI
[2025-10-13T23:56:53.484134] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JCI' from 'https://tdm.silogroup.org/data/derivative_storage/JCI.csv'.
[2025-10-13T23:56:53.494059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JCI'.
[2025-10-13T23:56:53.494410] [INFO ] [FORECASTER] Starting predict_future for JCI
[2025-10-13T23:56:53.519174] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:53.519882] [DEBUG] [LOCAL     ] No optimal features file found for JCI: ./output/feature-sets/JCI.txt
[2025-10-13T23:56:53.519936] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:53.519969] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:53.519997] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:53.520053] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:53.536873] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:53.537403] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:53.537513] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:53.537571] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:53.572582] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:53.572708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:53.572759] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:53.572790] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:53.575884] [DEBUG] [FORECASTER] JCI: Forecast T+1@11:T+2@11: UP (p=85.47%)
[2025-10-13T23:56:53.576140] [INFO ] [FORECASTER] Completed predict_future for JCI
[2025-10-13T23:56:53.576288] [INFO ] [sig       ] JCI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:53.714884] [INFO ] [LOCAL     ] Saved forecast: JCI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JCI.txt
[2025-10-13T23:56:53.715137] [INFO ] [sig       ] [976/1810] Completed JCI in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:53.715179] [INFO ] [sig       ] [977/1810] Forecasting JEF...
[2025-10-13T23:56:53.715210] [INFO ] [sig       ] Generating forecast for: JEF
[2025-10-13T23:56:53.715241] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JEF' from 'https://tdm.silogroup.org/data/derivative_storage/JEF.csv'.
[2025-10-13T23:56:53.723525] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JEF'.
[2025-10-13T23:56:53.723827] [INFO ] [FORECASTER] Starting predict_future for JEF
[2025-10-13T23:56:53.748370] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:53.749066] [DEBUG] [LOCAL     ] No optimal features file found for JEF: ./output/feature-sets/JEF.txt
[2025-10-13T23:56:53.749121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:53.749154] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:53.749182] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:53.749239] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:53.766287] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:53.766861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:53.766943] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:53.766976] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:53.806443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:53.806575] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:53.806616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:53.806670] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:53.810522] [DEBUG] [FORECASTER] JEF: Forecast T+1@11:T+2@11: UP (p=57.60%)
[2025-10-13T23:56:53.810901] [INFO ] [FORECASTER] Completed predict_future for JEF
[2025-10-13T23:56:53.811416] [INFO ] [sig       ] JEF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:53.949703] [INFO ] [LOCAL     ] Saved forecast: JEF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JEF.txt
[2025-10-13T23:56:53.949975] [INFO ] [sig       ] [977/1810] Completed JEF in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:53.950035] [INFO ] [sig       ] [978/1810] Forecasting JELD...
[2025-10-13T23:56:53.950068] [INFO ] [sig       ] Generating forecast for: JELD
[2025-10-13T23:56:53.950101] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JELD' from 'https://tdm.silogroup.org/data/derivative_storage/JELD.csv'.
[2025-10-13T23:56:53.959559] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JELD'.
[2025-10-13T23:56:53.959908] [INFO ] [FORECASTER] Starting predict_future for JELD
[2025-10-13T23:56:53.984775] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:53.985426] [DEBUG] [LOCAL     ] No optimal features file found for JELD: ./output/feature-sets/JELD.txt
[2025-10-13T23:56:53.985479] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:53.985512] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:53.985540] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:53.985596] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:54.002416] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:54.003071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:54.003154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:54.003187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:54.037514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:54.037705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:54.037768] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:54.037799] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:54.041162] [DEBUG] [FORECASTER] JELD: Forecast T+1@11:T+2@11: DOWN (p=42.41%)
[2025-10-13T23:56:54.041424] [INFO ] [FORECASTER] Completed predict_future for JELD
[2025-10-13T23:56:54.041558] [INFO ] [sig       ] JELD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:54.181318] [INFO ] [LOCAL     ] Saved forecast: JELD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JELD.txt
[2025-10-13T23:56:54.181588] [INFO ] [sig       ] [978/1810] Completed JELD in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:54.181630] [INFO ] [sig       ] [979/1810] Forecasting JFR...
[2025-10-13T23:56:54.181703] [INFO ] [sig       ] Generating forecast for: JFR
[2025-10-13T23:56:54.181748] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JFR' from 'https://tdm.silogroup.org/data/derivative_storage/JFR.csv'.
[2025-10-13T23:56:54.190384] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JFR'.
[2025-10-13T23:56:54.190714] [INFO ] [FORECASTER] Starting predict_future for JFR
[2025-10-13T23:56:54.215267] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:54.216056] [DEBUG] [LOCAL     ] No optimal features file found for JFR: ./output/feature-sets/JFR.txt
[2025-10-13T23:56:54.216111] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:54.216144] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:54.216172] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:54.216228] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:54.233444] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:54.234143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:54.234226] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:54.234260] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:54.269229] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:54.269391] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:54.269432] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:54.269462] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:54.272845] [DEBUG] [FORECASTER] JFR: Forecast T+1@11:T+2@11: DOWN (p=17.27%)
[2025-10-13T23:56:54.273112] [INFO ] [FORECASTER] Completed predict_future for JFR
[2025-10-13T23:56:54.273240] [INFO ] [sig       ] JFR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:54.412905] [INFO ] [LOCAL     ] Saved forecast: JFR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JFR.txt
[2025-10-13T23:56:54.413104] [INFO ] [sig       ] [979/1810] Completed JFR in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:54.413145] [INFO ] [sig       ] [980/1810] Forecasting JGH...
[2025-10-13T23:56:54.413175] [INFO ] [sig       ] Generating forecast for: JGH
[2025-10-13T23:56:54.413207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JGH' from 'https://tdm.silogroup.org/data/derivative_storage/JGH.csv'.
[2025-10-13T23:56:54.421896] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JGH'.
[2025-10-13T23:56:54.422141] [INFO ] [FORECASTER] Starting predict_future for JGH
[2025-10-13T23:56:54.446502] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:54.447190] [DEBUG] [LOCAL     ] No optimal features file found for JGH: ./output/feature-sets/JGH.txt
[2025-10-13T23:56:54.447243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:54.447293] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:54.447323] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:54.447380] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:54.464478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:54.465033] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:54.465111] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:54.465145] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:54.500414] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:54.500488] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:54.500523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:54.500552] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:54.503505] [DEBUG] [FORECASTER] JGH: Forecast T+1@11:T+2@11: UP (p=98.01%)
[2025-10-13T23:56:54.503790] [INFO ] [FORECASTER] Completed predict_future for JGH
[2025-10-13T23:56:54.503920] [INFO ] [sig       ] JGH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:54.647376] [INFO ] [LOCAL     ] Saved forecast: JGH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JGH.txt
[2025-10-13T23:56:54.647573] [INFO ] [sig       ] [980/1810] Completed JGH in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:54.647631] [INFO ] [sig       ] [981/1810] Forecasting JHG...
[2025-10-13T23:56:54.647700] [INFO ] [sig       ] Generating forecast for: JHG
[2025-10-13T23:56:54.647783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHG' from 'https://tdm.silogroup.org/data/derivative_storage/JHG.csv'.
[2025-10-13T23:56:54.657357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHG'.
[2025-10-13T23:56:54.661000] [INFO ] [FORECASTER] Starting predict_future for JHG
[2025-10-13T23:56:54.686517] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:54.687229] [DEBUG] [LOCAL     ] No optimal features file found for JHG: ./output/feature-sets/JHG.txt
[2025-10-13T23:56:54.687285] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:54.687320] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:54.687351] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:54.687411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:54.704800] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:54.705420] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:54.705505] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:54.705540] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:54.740358] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:54.740442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:54.740497] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:54.740530] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:54.743515] [DEBUG] [FORECASTER] JHG: Forecast T+1@11:T+2@11: DOWN (p=29.23%)
[2025-10-13T23:56:54.743798] [INFO ] [FORECASTER] Completed predict_future for JHG
[2025-10-13T23:56:54.743936] [INFO ] [sig       ] JHG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:54.881455] [INFO ] [LOCAL     ] Saved forecast: JHG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JHG.txt
[2025-10-13T23:56:54.881629] [INFO ] [sig       ] [981/1810] Completed JHG in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:54.881706] [INFO ] [sig       ] [982/1810] Forecasting JHI...
[2025-10-13T23:56:54.881745] [INFO ] [sig       ] Generating forecast for: JHI
[2025-10-13T23:56:54.881778] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHI' from 'https://tdm.silogroup.org/data/derivative_storage/JHI.csv'.
[2025-10-13T23:56:54.890374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHI'.
[2025-10-13T23:56:54.890622] [INFO ] [FORECASTER] Starting predict_future for JHI
[2025-10-13T23:56:54.914946] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:54.915597] [DEBUG] [LOCAL     ] No optimal features file found for JHI: ./output/feature-sets/JHI.txt
[2025-10-13T23:56:54.915673] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:54.915724] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:54.915755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:54.915819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:54.932930] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:54.933468] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:54.933545] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:54.933579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:54.968963] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:54.969034] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:54.969069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:54.969096] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:54.972011] [DEBUG] [FORECASTER] JHI: Forecast T+1@11:T+2@11: DOWN (p=32.34%)
[2025-10-13T23:56:54.972251] [INFO ] [FORECASTER] Completed predict_future for JHI
[2025-10-13T23:56:54.972382] [INFO ] [sig       ] JHI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:55.114162] [INFO ] [LOCAL     ] Saved forecast: JHI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JHI.txt
[2025-10-13T23:56:55.114403] [INFO ] [sig       ] [982/1810] Completed JHI in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:55.114446] [INFO ] [sig       ] [983/1810] Forecasting JHS...
[2025-10-13T23:56:55.114478] [INFO ] [sig       ] Generating forecast for: JHS
[2025-10-13T23:56:55.114510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHS' from 'https://tdm.silogroup.org/data/derivative_storage/JHS.csv'.
[2025-10-13T23:56:55.123300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHS'.
[2025-10-13T23:56:55.123603] [INFO ] [FORECASTER] Starting predict_future for JHS
[2025-10-13T23:56:55.148003] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:55.148723] [DEBUG] [LOCAL     ] No optimal features file found for JHS: ./output/feature-sets/JHS.txt
[2025-10-13T23:56:55.148778] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:55.148813] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:55.148845] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:55.148903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:55.165631] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:55.166177] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:55.166255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:55.166289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:55.201302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:55.201484] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:55.201529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:55.201560] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:55.205112] [DEBUG] [FORECASTER] JHS: Forecast T+1@11:T+2@11: UP (p=52.70%)
[2025-10-13T23:56:55.205389] [INFO ] [FORECASTER] Completed predict_future for JHS
[2025-10-13T23:56:55.205528] [INFO ] [sig       ] JHS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:55.346918] [INFO ] [LOCAL     ] Saved forecast: JHS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JHS.txt
[2025-10-13T23:56:55.347127] [INFO ] [sig       ] [983/1810] Completed JHS in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:55.347169] [INFO ] [sig       ] [984/1810] Forecasting JHX...
[2025-10-13T23:56:55.347200] [INFO ] [sig       ] Generating forecast for: JHX
[2025-10-13T23:56:55.347232] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JHX' from 'https://tdm.silogroup.org/data/derivative_storage/JHX.csv'.
[2025-10-13T23:56:55.356924] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JHX'.
[2025-10-13T23:56:55.357253] [INFO ] [FORECASTER] Starting predict_future for JHX
[2025-10-13T23:56:55.381853] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:55.382526] [DEBUG] [LOCAL     ] No optimal features file found for JHX: ./output/feature-sets/JHX.txt
[2025-10-13T23:56:55.382617] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:55.382689] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:55.382732] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:55.382790] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:55.399589] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:55.400173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:55.400255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:55.400289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:55.436815] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:55.436962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:55.437001] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:55.437029] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:55.440499] [DEBUG] [FORECASTER] JHX: Forecast T+1@11:T+2@11: UP (p=84.84%)
[2025-10-13T23:56:55.440811] [INFO ] [FORECASTER] Completed predict_future for JHX
[2025-10-13T23:56:55.440954] [INFO ] [sig       ] JHX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:55.583457] [INFO ] [LOCAL     ] Saved forecast: JHX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JHX.txt
[2025-10-13T23:56:55.583759] [INFO ] [sig       ] [984/1810] Completed JHX in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:55.583825] [INFO ] [sig       ] [985/1810] Forecasting JILL...
[2025-10-13T23:56:55.583859] [INFO ] [sig       ] Generating forecast for: JILL
[2025-10-13T23:56:55.583900] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JILL' from 'https://tdm.silogroup.org/data/derivative_storage/JILL.csv'.
[2025-10-13T23:56:55.593887] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JILL'.
[2025-10-13T23:56:55.594197] [INFO ] [FORECASTER] Starting predict_future for JILL
[2025-10-13T23:56:55.619569] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:55.620333] [DEBUG] [LOCAL     ] No optimal features file found for JILL: ./output/feature-sets/JILL.txt
[2025-10-13T23:56:55.620388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:55.620420] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:55.620449] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:55.620505] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:55.637663] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:55.638267] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:55.638348] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:55.638381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:55.673606] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:55.673746] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:55.673792] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:55.673822] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:55.676941] [DEBUG] [FORECASTER] JILL: Forecast T+1@11:T+2@11: DOWN (p=43.80%)
[2025-10-13T23:56:55.677211] [INFO ] [FORECASTER] Completed predict_future for JILL
[2025-10-13T23:56:55.677348] [INFO ] [sig       ] JILL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:55.815171] [INFO ] [LOCAL     ] Saved forecast: JILL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JILL.txt
[2025-10-13T23:56:55.815370] [INFO ] [sig       ] [985/1810] Completed JILL in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:55.815411] [INFO ] [sig       ] [986/1810] Forecasting JKS...
[2025-10-13T23:56:55.815442] [INFO ] [sig       ] Generating forecast for: JKS
[2025-10-13T23:56:55.815474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JKS' from 'https://tdm.silogroup.org/data/derivative_storage/JKS.csv'.
[2025-10-13T23:56:55.825117] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JKS'.
[2025-10-13T23:56:55.825520] [INFO ] [FORECASTER] Starting predict_future for JKS
[2025-10-13T23:56:55.851112] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:55.851952] [DEBUG] [LOCAL     ] No optimal features file found for JKS: ./output/feature-sets/JKS.txt
[2025-10-13T23:56:55.852009] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:55.852045] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:55.852074] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:55.852133] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:55.869498] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:55.870081] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:55.870162] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:55.870196] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:55.906674] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:55.906764] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:55.906801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:55.906829] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:55.909868] [DEBUG] [FORECASTER] JKS: Forecast T+1@11:T+2@11: DOWN (p=8.43%)
[2025-10-13T23:56:55.910140] [INFO ] [FORECASTER] Completed predict_future for JKS
[2025-10-13T23:56:55.910288] [INFO ] [sig       ] JKS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:56.052714] [INFO ] [LOCAL     ] Saved forecast: JKS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JKS.txt
[2025-10-13T23:56:56.052983] [INFO ] [sig       ] [986/1810] Completed JKS in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:56.053026] [INFO ] [sig       ] [987/1810] Forecasting JLL...
[2025-10-13T23:56:56.053055] [INFO ] [sig       ] Generating forecast for: JLL
[2025-10-13T23:56:56.053086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JLL' from 'https://tdm.silogroup.org/data/derivative_storage/JLL.csv'.
[2025-10-13T23:56:56.062700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JLL'.
[2025-10-13T23:56:56.063056] [INFO ] [FORECASTER] Starting predict_future for JLL
[2025-10-13T23:56:56.087939] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:56.088666] [DEBUG] [LOCAL     ] No optimal features file found for JLL: ./output/feature-sets/JLL.txt
[2025-10-13T23:56:56.088726] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:56.088794] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:56.088825] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:56.088882] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:56.105517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:56.106086] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:56.106203] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:56.106242] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:56.145587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:56.145743] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:56.145793] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:56.145825] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:56.149140] [DEBUG] [FORECASTER] JLL: Forecast T+1@11:T+2@11: DOWN (p=35.09%)
[2025-10-13T23:56:56.149408] [INFO ] [FORECASTER] Completed predict_future for JLL
[2025-10-13T23:56:56.149540] [INFO ] [sig       ] JLL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:56.291074] [INFO ] [LOCAL     ] Saved forecast: JLL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JLL.txt
[2025-10-13T23:56:56.291310] [INFO ] [sig       ] [987/1810] Completed JLL in 0.2s | 4.17 sym/s | Total: 3.9m | ETA: 3.3m
[2025-10-13T23:56:56.291353] [INFO ] [sig       ] [988/1810] Forecasting JLS...
[2025-10-13T23:56:56.291384] [INFO ] [sig       ] Generating forecast for: JLS
[2025-10-13T23:56:56.291416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JLS' from 'https://tdm.silogroup.org/data/derivative_storage/JLS.csv'.
[2025-10-13T23:56:56.301152] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JLS'.
[2025-10-13T23:56:56.301404] [INFO ] [FORECASTER] Starting predict_future for JLS
[2025-10-13T23:56:56.326357] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:56.327072] [DEBUG] [LOCAL     ] No optimal features file found for JLS: ./output/feature-sets/JLS.txt
[2025-10-13T23:56:56.327127] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:56.327160] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:56.327191] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:56.327248] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:56.344832] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:56.345368] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:56.345447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:56.345484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:56.381303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:56.381381] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:56.381417] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:56.381446] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:56.384541] [DEBUG] [FORECASTER] JLS: Forecast T+1@11:T+2@11: DOWN (p=14.36%)
[2025-10-13T23:56:56.384831] [INFO ] [FORECASTER] Completed predict_future for JLS
[2025-10-13T23:56:56.384969] [INFO ] [sig       ] JLS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:56.530545] [INFO ] [LOCAL     ] Saved forecast: JLS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JLS.txt
[2025-10-13T23:56:56.530793] [INFO ] [sig       ] [988/1810] Completed JLS in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:56.530852] [INFO ] [sig       ] [989/1810] Forecasting JNJ...
[2025-10-13T23:56:56.530886] [INFO ] [sig       ] Generating forecast for: JNJ
[2025-10-13T23:56:56.530919] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JNJ' from 'https://tdm.silogroup.org/data/derivative_storage/JNJ.csv'.
[2025-10-13T23:56:56.541008] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JNJ'.
[2025-10-13T23:56:56.541341] [INFO ] [FORECASTER] Starting predict_future for JNJ
[2025-10-13T23:56:56.566956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:56.567732] [DEBUG] [LOCAL     ] No optimal features file found for JNJ: ./output/feature-sets/JNJ.txt
[2025-10-13T23:56:56.567787] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:56.567822] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:56.567850] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:56.567905] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:56.585031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:56.585607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:56.585713] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:56.585757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:56.622371] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:56.622496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:56.622535] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:56.622564] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:56.625870] [DEBUG] [FORECASTER] JNJ: Forecast T+1@11:T+2@11: UP (p=74.50%)
[2025-10-13T23:56:56.626137] [INFO ] [FORECASTER] Completed predict_future for JNJ
[2025-10-13T23:56:56.626271] [INFO ] [sig       ] JNJ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:56.767059] [INFO ] [LOCAL     ] Saved forecast: JNJ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JNJ.txt
[2025-10-13T23:56:56.767352] [INFO ] [sig       ] [989/1810] Completed JNJ in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:56.767396] [INFO ] [sig       ] [990/1810] Forecasting JOBY...
[2025-10-13T23:56:56.767428] [INFO ] [sig       ] Generating forecast for: JOBY
[2025-10-13T23:56:56.767461] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOBY' from 'https://tdm.silogroup.org/data/derivative_storage/JOBY.csv'.
[2025-10-13T23:56:56.775933] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOBY'.
[2025-10-13T23:56:56.776298] [INFO ] [FORECASTER] Starting predict_future for JOBY
[2025-10-13T23:56:56.801722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:56.802535] [DEBUG] [LOCAL     ] No optimal features file found for JOBY: ./output/feature-sets/JOBY.txt
[2025-10-13T23:56:56.802592] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:56.802627] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:56.802694] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:56.802766] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:56.819893] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:56.820599] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:56.820711] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:56.820760] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:56.857202] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:56.857380] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:56.857422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:56.857452] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:56.862756] [DEBUG] [FORECASTER] JOBY: Forecast T+1@11:T+2@11: UP (p=74.22%)
[2025-10-13T23:56:56.863044] [INFO ] [FORECASTER] Completed predict_future for JOBY
[2025-10-13T23:56:56.863179] [INFO ] [sig       ] JOBY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:57.006856] [INFO ] [LOCAL     ] Saved forecast: JOBY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JOBY.txt
[2025-10-13T23:56:57.007113] [INFO ] [sig       ] [990/1810] Completed JOBY in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:57.007157] [INFO ] [sig       ] [991/1810] Forecasting JOE...
[2025-10-13T23:56:57.007187] [INFO ] [sig       ] Generating forecast for: JOE
[2025-10-13T23:56:57.007219] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOE' from 'https://tdm.silogroup.org/data/derivative_storage/JOE.csv'.
[2025-10-13T23:56:57.016883] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOE'.
[2025-10-13T23:56:57.017200] [INFO ] [FORECASTER] Starting predict_future for JOE
[2025-10-13T23:56:57.041703] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:57.042377] [DEBUG] [LOCAL     ] No optimal features file found for JOE: ./output/feature-sets/JOE.txt
[2025-10-13T23:56:57.042432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:57.042465] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:57.042493] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:57.042549] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:57.059756] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:57.060471] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:57.060552] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:57.060586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:57.096332] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:57.096420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:57.096456] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:57.096484] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:57.099545] [DEBUG] [FORECASTER] JOE: Forecast T+1@11:T+2@11: UP (p=87.38%)
[2025-10-13T23:56:57.099829] [INFO ] [FORECASTER] Completed predict_future for JOE
[2025-10-13T23:56:57.099963] [INFO ] [sig       ] JOE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:57.237624] [INFO ] [LOCAL     ] Saved forecast: JOE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JOE.txt
[2025-10-13T23:56:57.237885] [INFO ] [sig       ] [991/1810] Completed JOE in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:57.237930] [INFO ] [sig       ] [992/1810] Forecasting JOF...
[2025-10-13T23:56:57.237960] [INFO ] [sig       ] Generating forecast for: JOF
[2025-10-13T23:56:57.237993] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JOF' from 'https://tdm.silogroup.org/data/derivative_storage/JOF.csv'.
[2025-10-13T23:56:57.247034] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JOF'.
[2025-10-13T23:56:57.247374] [INFO ] [FORECASTER] Starting predict_future for JOF
[2025-10-13T23:56:57.272306] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:57.273003] [DEBUG] [LOCAL     ] No optimal features file found for JOF: ./output/feature-sets/JOF.txt
[2025-10-13T23:56:57.273057] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:57.273090] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:57.273119] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:57.273175] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:57.290431] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:57.291003] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:57.291105] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:57.291157] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:57.330937] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:57.331055] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:57.331146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:57.331200] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:57.334743] [DEBUG] [FORECASTER] JOF: Forecast T+1@11:T+2@11: UP (p=85.38%)
[2025-10-13T23:56:57.335050] [INFO ] [FORECASTER] Completed predict_future for JOF
[2025-10-13T23:56:57.335187] [INFO ] [sig       ] JOF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:57.477682] [INFO ] [LOCAL     ] Saved forecast: JOF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JOF.txt
[2025-10-13T23:56:57.477944] [INFO ] [sig       ] [992/1810] Completed JOF in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:57.478005] [INFO ] [sig       ] [993/1810] Forecasting JPC...
[2025-10-13T23:56:57.478040] [INFO ] [sig       ] Generating forecast for: JPC
[2025-10-13T23:56:57.478073] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JPC' from 'https://tdm.silogroup.org/data/derivative_storage/JPC.csv'.
[2025-10-13T23:56:57.487626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JPC'.
[2025-10-13T23:56:57.487936] [INFO ] [FORECASTER] Starting predict_future for JPC
[2025-10-13T23:56:57.513494] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:57.514220] [DEBUG] [LOCAL     ] No optimal features file found for JPC: ./output/feature-sets/JPC.txt
[2025-10-13T23:56:57.514277] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:57.514312] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:57.514341] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:57.514401] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:57.531863] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:57.532439] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:57.532520] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:57.532553] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:57.568136] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:57.568218] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:57.568255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:57.568283] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:57.571258] [DEBUG] [FORECASTER] JPC: Forecast T+1@11:T+2@11: DOWN (p=8.08%)
[2025-10-13T23:56:57.571508] [INFO ] [FORECASTER] Completed predict_future for JPC
[2025-10-13T23:56:57.571639] [INFO ] [sig       ] JPC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:57.714524] [INFO ] [LOCAL     ] Saved forecast: JPC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JPC.txt
[2025-10-13T23:56:57.714760] [INFO ] [sig       ] [993/1810] Completed JPC in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:57.714847] [INFO ] [sig       ] [994/1810] Forecasting JPM...
[2025-10-13T23:56:57.714887] [INFO ] [sig       ] Generating forecast for: JPM
[2025-10-13T23:56:57.714922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JPM' from 'https://tdm.silogroup.org/data/derivative_storage/JPM.csv'.
[2025-10-13T23:56:57.723808] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JPM'.
[2025-10-13T23:56:57.724059] [INFO ] [FORECASTER] Starting predict_future for JPM
[2025-10-13T23:56:57.749115] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:57.749847] [DEBUG] [LOCAL     ] No optimal features file found for JPM: ./output/feature-sets/JPM.txt
[2025-10-13T23:56:57.749901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:57.749934] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:57.749978] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:57.750036] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:57.767308] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:57.767923] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:57.768001] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:57.768035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:57.805151] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:57.805241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:57.805277] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:57.805305] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:57.808559] [DEBUG] [FORECASTER] JPM: Forecast T+1@11:T+2@11: UP (p=66.42%)
[2025-10-13T23:56:57.808862] [INFO ] [FORECASTER] Completed predict_future for JPM
[2025-10-13T23:56:57.809013] [INFO ] [sig       ] JPM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:57.953016] [INFO ] [LOCAL     ] Saved forecast: JPM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JPM.txt
[2025-10-13T23:56:57.953228] [INFO ] [sig       ] [994/1810] Completed JPM in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:57.953269] [INFO ] [sig       ] [995/1810] Forecasting JQC...
[2025-10-13T23:56:57.953300] [INFO ] [sig       ] Generating forecast for: JQC
[2025-10-13T23:56:57.953332] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JQC' from 'https://tdm.silogroup.org/data/derivative_storage/JQC.csv'.
[2025-10-13T23:56:57.962170] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JQC'.
[2025-10-13T23:56:57.962444] [INFO ] [FORECASTER] Starting predict_future for JQC
[2025-10-13T23:56:57.987358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:57.988129] [DEBUG] [LOCAL     ] No optimal features file found for JQC: ./output/feature-sets/JQC.txt
[2025-10-13T23:56:57.988184] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:57.988219] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:57.988246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:57.988304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:58.006230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:58.007036] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:58.007117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:58.007153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:58.048847] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:58.048955] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:58.048992] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:58.049021] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:58.052224] [DEBUG] [FORECASTER] JQC: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-13T23:56:58.052495] [INFO ] [FORECASTER] Completed predict_future for JQC
[2025-10-13T23:56:58.052633] [INFO ] [sig       ] JQC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:58.193196] [INFO ] [LOCAL     ] Saved forecast: JQC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JQC.txt
[2025-10-13T23:56:58.193444] [INFO ] [sig       ] [995/1810] Completed JQC in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:58.193486] [INFO ] [sig       ] [996/1810] Forecasting JRI...
[2025-10-13T23:56:58.193517] [INFO ] [sig       ] Generating forecast for: JRI
[2025-10-13T23:56:58.193550] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JRI' from 'https://tdm.silogroup.org/data/derivative_storage/JRI.csv'.
[2025-10-13T23:56:58.202589] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JRI'.
[2025-10-13T23:56:58.202953] [INFO ] [FORECASTER] Starting predict_future for JRI
[2025-10-13T23:56:58.228098] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:58.228823] [DEBUG] [LOCAL     ] No optimal features file found for JRI: ./output/feature-sets/JRI.txt
[2025-10-13T23:56:58.228878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:58.228912] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:58.228940] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:58.228996] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:58.246176] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:58.246778] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:58.246859] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:58.246892] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:58.286843] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:58.286944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:58.286981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:58.287011] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:58.290229] [DEBUG] [FORECASTER] JRI: Forecast T+1@11:T+2@11: UP (p=99.46%)
[2025-10-13T23:56:58.290493] [INFO ] [FORECASTER] Completed predict_future for JRI
[2025-10-13T23:56:58.290635] [INFO ] [sig       ] JRI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:58.449809] [INFO ] [LOCAL     ] Saved forecast: JRI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/JRI.txt
[2025-10-13T23:56:58.450059] [INFO ] [sig       ] [996/1810] Completed JRI in 0.3s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:58.450112] [INFO ] [sig       ] [997/1810] Forecasting JRS...
[2025-10-13T23:56:58.450145] [INFO ] [sig       ] Generating forecast for: JRS
[2025-10-13T23:56:58.450180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JRS' from 'https://tdm.silogroup.org/data/derivative_storage/JRS.csv'.
[2025-10-13T23:56:58.460171] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JRS'.
[2025-10-13T23:56:58.460469] [INFO ] [FORECASTER] Starting predict_future for JRS
[2025-10-13T23:56:58.485673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:58.486418] [DEBUG] [LOCAL     ] No optimal features file found for JRS: ./output/feature-sets/JRS.txt
[2025-10-13T23:56:58.486473] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:58.486507] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:58.486535] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:58.486592] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:58.503727] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:58.504364] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:58.504447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:58.504481] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:58.544011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:58.544110] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:58.544147] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:58.544176] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:58.547286] [DEBUG] [FORECASTER] JRS: Forecast T+1@11:T+2@11: DOWN (p=2.42%)
[2025-10-13T23:56:58.547579] [INFO ] [FORECASTER] Completed predict_future for JRS
[2025-10-13T23:56:58.547749] [INFO ] [sig       ] JRS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:58.686967] [INFO ] [LOCAL     ] Saved forecast: JRS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JRS.txt
[2025-10-13T23:56:58.687225] [INFO ] [sig       ] [997/1810] Completed JRS in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.3m
[2025-10-13T23:56:58.687299] [INFO ] [sig       ] [998/1810] Forecasting JXN...
[2025-10-13T23:56:58.687345] [INFO ] [sig       ] Generating forecast for: JXN
[2025-10-13T23:56:58.687379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'JXN' from 'https://tdm.silogroup.org/data/derivative_storage/JXN.csv'.
[2025-10-13T23:56:58.695774] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'JXN'.
[2025-10-13T23:56:58.696066] [INFO ] [FORECASTER] Starting predict_future for JXN
[2025-10-13T23:56:58.720518] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:58.721236] [DEBUG] [LOCAL     ] No optimal features file found for JXN: ./output/feature-sets/JXN.txt
[2025-10-13T23:56:58.721291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:58.721324] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:58.721353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:58.721410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:58.738261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:58.738829] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:58.738908] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:58.738941] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:58.781443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:58.781544] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:58.781582] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:58.781610] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:58.784753] [DEBUG] [FORECASTER] JXN: Forecast T+1@11:T+2@11: DOWN (p=2.76%)
[2025-10-13T23:56:58.785007] [INFO ] [FORECASTER] Completed predict_future for JXN
[2025-10-13T23:56:58.785141] [INFO ] [sig       ] JXN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:58.923099] [INFO ] [LOCAL     ] Saved forecast: JXN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/JXN.txt
[2025-10-13T23:56:58.923311] [INFO ] [sig       ] [998/1810] Completed JXN in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:56:58.923353] [INFO ] [sig       ] [999/1810] Forecasting K...
[2025-10-13T23:56:58.923384] [INFO ] [sig       ] Generating forecast for: K
[2025-10-13T23:56:58.923417] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'K' from 'https://tdm.silogroup.org/data/derivative_storage/K.csv'.
[2025-10-13T23:56:58.932168] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'K'.
[2025-10-13T23:56:58.932447] [INFO ] [FORECASTER] Starting predict_future for K
[2025-10-13T23:56:58.957314] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:58.958126] [DEBUG] [LOCAL     ] No optimal features file found for K: ./output/feature-sets/K.txt
[2025-10-13T23:56:58.958183] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:58.958217] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:58.958244] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:58.958300] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:58.975638] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:58.976211] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:58.976293] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:58.976327] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:59.017503] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:59.017705] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:59.017764] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:59.017820] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:59.021341] [DEBUG] [FORECASTER] K: Forecast T+1@11:T+2@11: DOWN (p=1.94%)
[2025-10-13T23:56:59.021622] [INFO ] [FORECASTER] Completed predict_future for K
[2025-10-13T23:56:59.021800] [INFO ] [sig       ] K: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:59.166458] [INFO ] [LOCAL     ] Saved forecast: K	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/K.txt
[2025-10-13T23:56:59.166727] [INFO ] [sig       ] [999/1810] Completed K in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:56:59.166787] [INFO ] [sig       ] [1000/1810] Forecasting KAI...
[2025-10-13T23:56:59.166820] [INFO ] [sig       ] Generating forecast for: KAI
[2025-10-13T23:56:59.166853] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KAI' from 'https://tdm.silogroup.org/data/derivative_storage/KAI.csv'.
[2025-10-13T23:56:59.176118] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KAI'.
[2025-10-13T23:56:59.176391] [INFO ] [FORECASTER] Starting predict_future for KAI
[2025-10-13T23:56:59.202352] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:59.203138] [DEBUG] [LOCAL     ] No optimal features file found for KAI: ./output/feature-sets/KAI.txt
[2025-10-13T23:56:59.203195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:59.203229] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:59.203257] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:59.203366] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:59.220581] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:59.221219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:59.221306] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:59.221341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:59.255412] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:59.255545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:59.255584] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:59.255616] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:59.258948] [DEBUG] [FORECASTER] KAI: Forecast T+1@11:T+2@11: UP (p=81.91%)
[2025-10-13T23:56:59.259210] [INFO ] [FORECASTER] Completed predict_future for KAI
[2025-10-13T23:56:59.259348] [INFO ] [sig       ] KAI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:59.401357] [INFO ] [LOCAL     ] Saved forecast: KAI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KAI.txt
[2025-10-13T23:56:59.401600] [INFO ] [sig       ] [1000/1810] Completed KAI in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:56:59.401690] [INFO ] [sig       ] [1001/1810] Forecasting KAR...
[2025-10-13T23:56:59.401738] [INFO ] [sig       ] Generating forecast for: KAR
[2025-10-13T23:56:59.401774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KAR' from 'https://tdm.silogroup.org/data/derivative_storage/KAR.csv'.
[2025-10-13T23:56:59.410604] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KAR'.
[2025-10-13T23:56:59.410907] [INFO ] [FORECASTER] Starting predict_future for KAR
[2025-10-13T23:56:59.435945] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:59.436602] [DEBUG] [LOCAL     ] No optimal features file found for KAR: ./output/feature-sets/KAR.txt
[2025-10-13T23:56:59.436677] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:59.436727] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:59.436759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:59.436816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:59.454720] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:59.455256] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:59.455335] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:59.455369] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:59.490974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:59.491057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:59.491093] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:59.491123] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:59.494230] [DEBUG] [FORECASTER] KAR: Forecast T+1@11:T+2@11: DOWN (p=42.70%)
[2025-10-13T23:56:59.494489] [INFO ] [FORECASTER] Completed predict_future for KAR
[2025-10-13T23:56:59.494619] [INFO ] [sig       ] KAR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:56:59.636841] [INFO ] [LOCAL     ] Saved forecast: KAR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KAR.txt
[2025-10-13T23:56:59.637041] [INFO ] [sig       ] [1001/1810] Completed KAR in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:56:59.637084] [INFO ] [sig       ] [1002/1810] Forecasting KB...
[2025-10-13T23:56:59.637114] [INFO ] [sig       ] Generating forecast for: KB
[2025-10-13T23:56:59.637145] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KB' from 'https://tdm.silogroup.org/data/derivative_storage/KB.csv'.
[2025-10-13T23:56:59.646060] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KB'.
[2025-10-13T23:56:59.646307] [INFO ] [FORECASTER] Starting predict_future for KB
[2025-10-13T23:56:59.671045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:59.671751] [DEBUG] [LOCAL     ] No optimal features file found for KB: ./output/feature-sets/KB.txt
[2025-10-13T23:56:59.671806] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:59.671841] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:59.671870] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:59.671926] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:59.689468] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:59.690040] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:59.690119] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:59.690154] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:59.725152] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:59.725235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:59.725273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:59.725303] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:59.728509] [DEBUG] [FORECASTER] KB: Forecast T+1@11:T+2@11: UP (p=72.04%)
[2025-10-13T23:56:59.728809] [INFO ] [FORECASTER] Completed predict_future for KB
[2025-10-13T23:56:59.728947] [INFO ] [sig       ] KB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:56:59.872124] [INFO ] [LOCAL     ] Saved forecast: KB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KB.txt
[2025-10-13T23:56:59.872329] [INFO ] [sig       ] [1002/1810] Completed KB in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:56:59.872369] [INFO ] [sig       ] [1003/1810] Forecasting KBDC...
[2025-10-13T23:56:59.872400] [INFO ] [sig       ] Generating forecast for: KBDC
[2025-10-13T23:56:59.872433] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBDC' from 'https://tdm.silogroup.org/data/derivative_storage/KBDC.csv'.
[2025-10-13T23:56:59.881433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBDC'.
[2025-10-13T23:56:59.881738] [INFO ] [FORECASTER] Starting predict_future for KBDC
[2025-10-13T23:56:59.911191] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:56:59.911978] [DEBUG] [LOCAL     ] No optimal features file found for KBDC: ./output/feature-sets/KBDC.txt
[2025-10-13T23:56:59.912035] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:56:59.912069] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:56:59.912096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:56:59.912162] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:56:59.930064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:56:59.930719] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:56:59.930801] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:56:59.930835] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:56:59.966321] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:56:59.966398] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:56:59.966467] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:56:59.966498] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:56:59.970806] [DEBUG] [FORECASTER] KBDC: Forecast T+1@11:T+2@11: UP (p=88.84%)
[2025-10-13T23:56:59.971059] [INFO ] [FORECASTER] Completed predict_future for KBDC
[2025-10-13T23:56:59.971191] [INFO ] [sig       ] KBDC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:00.115561] [INFO ] [LOCAL     ] Saved forecast: KBDC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KBDC.txt
[2025-10-13T23:57:00.115794] [INFO ] [sig       ] [1003/1810] Completed KBDC in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:00.115855] [INFO ] [sig       ] [1004/1810] Forecasting KBH...
[2025-10-13T23:57:00.115889] [INFO ] [sig       ] Generating forecast for: KBH
[2025-10-13T23:57:00.115922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBH' from 'https://tdm.silogroup.org/data/derivative_storage/KBH.csv'.
[2025-10-13T23:57:00.124963] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBH'.
[2025-10-13T23:57:00.125212] [INFO ] [FORECASTER] Starting predict_future for KBH
[2025-10-13T23:57:00.152015] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:00.152715] [DEBUG] [LOCAL     ] No optimal features file found for KBH: ./output/feature-sets/KBH.txt
[2025-10-13T23:57:00.152772] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:00.152805] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:00.152833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:00.152888] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:00.170293] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:00.170861] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:00.170942] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:00.170976] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:00.215602] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:00.215741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:00.215790] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:00.215821] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:00.219701] [DEBUG] [FORECASTER] KBH: Forecast T+1@11:T+2@11: UP (p=96.49%)
[2025-10-13T23:57:00.219982] [INFO ] [FORECASTER] Completed predict_future for KBH
[2025-10-13T23:57:00.220143] [INFO ] [sig       ] KBH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:00.363796] [INFO ] [LOCAL     ] Saved forecast: KBH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KBH.txt
[2025-10-13T23:57:00.364005] [INFO ] [sig       ] [1004/1810] Completed KBH in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:00.364058] [INFO ] [sig       ] [1005/1810] Forecasting KBR...
[2025-10-13T23:57:00.364092] [INFO ] [sig       ] Generating forecast for: KBR
[2025-10-13T23:57:00.364125] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KBR' from 'https://tdm.silogroup.org/data/derivative_storage/KBR.csv'.
[2025-10-13T23:57:00.373280] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KBR'.
[2025-10-13T23:57:00.373543] [INFO ] [FORECASTER] Starting predict_future for KBR
[2025-10-13T23:57:00.398420] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:00.399132] [DEBUG] [LOCAL     ] No optimal features file found for KBR: ./output/feature-sets/KBR.txt
[2025-10-13T23:57:00.399187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:00.399221] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:00.399250] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:00.399307] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:00.417070] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:00.417678] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:00.417764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:00.417798] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:00.455260] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:00.455337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:00.455373] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:00.455402] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:00.458455] [DEBUG] [FORECASTER] KBR: Forecast T+1@11:T+2@11: UP (p=97.90%)
[2025-10-13T23:57:00.458745] [INFO ] [FORECASTER] Completed predict_future for KBR
[2025-10-13T23:57:00.458882] [INFO ] [sig       ] KBR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:00.600029] [INFO ] [LOCAL     ] Saved forecast: KBR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KBR.txt
[2025-10-13T23:57:00.600223] [INFO ] [sig       ] [1005/1810] Completed KBR in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:00.600264] [INFO ] [sig       ] [1006/1810] Forecasting KD...
[2025-10-13T23:57:00.600294] [INFO ] [sig       ] Generating forecast for: KD
[2025-10-13T23:57:00.600326] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KD' from 'https://tdm.silogroup.org/data/derivative_storage/KD.csv'.
[2025-10-13T23:57:00.609588] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KD'.
[2025-10-13T23:57:00.609905] [INFO ] [FORECASTER] Starting predict_future for KD
[2025-10-13T23:57:00.639100] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:00.639900] [DEBUG] [LOCAL     ] No optimal features file found for KD: ./output/feature-sets/KD.txt
[2025-10-13T23:57:00.639956] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:00.639991] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:00.640021] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:00.640079] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:00.657829] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:00.658408] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:00.658503] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:00.658545] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:00.697439] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:00.697549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:00.697594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:00.697673] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:00.700746] [DEBUG] [FORECASTER] KD: Forecast T+1@11:T+2@11: DOWN (p=23.22%)
[2025-10-13T23:57:00.701002] [INFO ] [FORECASTER] Completed predict_future for KD
[2025-10-13T23:57:00.701130] [INFO ] [sig       ] KD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:00.841637] [INFO ] [LOCAL     ] Saved forecast: KD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KD.txt
[2025-10-13T23:57:00.841903] [INFO ] [sig       ] [1006/1810] Completed KD in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:00.841952] [INFO ] [sig       ] [1007/1810] Forecasting KEN...
[2025-10-13T23:57:00.841992] [INFO ] [sig       ] Generating forecast for: KEN
[2025-10-13T23:57:00.842024] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEN' from 'https://tdm.silogroup.org/data/derivative_storage/KEN.csv'.
[2025-10-13T23:57:00.851090] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEN'.
[2025-10-13T23:57:00.851345] [INFO ] [FORECASTER] Starting predict_future for KEN
[2025-10-13T23:57:00.876260] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:00.876994] [DEBUG] [LOCAL     ] No optimal features file found for KEN: ./output/feature-sets/KEN.txt
[2025-10-13T23:57:00.877049] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:00.877082] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:00.877109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:00.877166] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:00.895043] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:00.895573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:00.895675] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:00.895729] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:00.930999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:00.931093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:00.931129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:00.931166] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:00.934240] [DEBUG] [FORECASTER] KEN: Forecast T+1@11:T+2@11: DOWN (p=8.94%)
[2025-10-13T23:57:00.934492] [INFO ] [FORECASTER] Completed predict_future for KEN
[2025-10-13T23:57:00.934620] [INFO ] [sig       ] KEN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:01.077203] [INFO ] [LOCAL     ] Saved forecast: KEN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KEN.txt
[2025-10-13T23:57:01.077431] [INFO ] [sig       ] [1007/1810] Completed KEN in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:01.077472] [INFO ] [sig       ] [1008/1810] Forecasting KEP...
[2025-10-13T23:57:01.077552] [INFO ] [sig       ] Generating forecast for: KEP
[2025-10-13T23:57:01.077592] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEP' from 'https://tdm.silogroup.org/data/derivative_storage/KEP.csv'.
[2025-10-13T23:57:01.086636] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEP'.
[2025-10-13T23:57:01.086918] [INFO ] [FORECASTER] Starting predict_future for KEP
[2025-10-13T23:57:01.111948] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:01.112634] [DEBUG] [LOCAL     ] No optimal features file found for KEP: ./output/feature-sets/KEP.txt
[2025-10-13T23:57:01.112715] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:01.112752] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:01.112781] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:01.112838] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:01.130359] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:01.130949] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:01.131032] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:01.131065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:01.167580] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:01.167679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:01.167733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:01.167764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:01.170846] [DEBUG] [FORECASTER] KEP: Forecast T+1@11:T+2@11: UP (p=63.07%)
[2025-10-13T23:57:01.171093] [INFO ] [FORECASTER] Completed predict_future for KEP
[2025-10-13T23:57:01.171220] [INFO ] [sig       ] KEP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:01.312410] [INFO ] [LOCAL     ] Saved forecast: KEP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KEP.txt
[2025-10-13T23:57:01.312614] [INFO ] [sig       ] [1008/1810] Completed KEP in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:01.312684] [INFO ] [sig       ] [1009/1810] Forecasting KEX...
[2025-10-13T23:57:01.312732] [INFO ] [sig       ] Generating forecast for: KEX
[2025-10-13T23:57:01.312766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEX' from 'https://tdm.silogroup.org/data/derivative_storage/KEX.csv'.
[2025-10-13T23:57:01.321543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEX'.
[2025-10-13T23:57:01.321842] [INFO ] [FORECASTER] Starting predict_future for KEX
[2025-10-13T23:57:01.347279] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:01.348080] [DEBUG] [LOCAL     ] No optimal features file found for KEX: ./output/feature-sets/KEX.txt
[2025-10-13T23:57:01.348135] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:01.348169] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:01.348198] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:01.348255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:01.366396] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:01.366969] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:01.367050] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:01.367083] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:01.409312] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:01.409463] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:01.409513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:01.409544] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:01.412977] [DEBUG] [FORECASTER] KEX: Forecast T+1@11:T+2@11: DOWN (p=22.60%)
[2025-10-13T23:57:01.413242] [INFO ] [FORECASTER] Completed predict_future for KEX
[2025-10-13T23:57:01.413384] [INFO ] [sig       ] KEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:01.556109] [INFO ] [LOCAL     ] Saved forecast: KEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KEX.txt
[2025-10-13T23:57:01.556319] [INFO ] [sig       ] [1009/1810] Completed KEX in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:01.556378] [INFO ] [sig       ] [1010/1810] Forecasting KEYS...
[2025-10-13T23:57:01.556412] [INFO ] [sig       ] Generating forecast for: KEYS
[2025-10-13T23:57:01.556445] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KEYS' from 'https://tdm.silogroup.org/data/derivative_storage/KEYS.csv'.
[2025-10-13T23:57:01.566340] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KEYS'.
[2025-10-13T23:57:01.566679] [INFO ] [FORECASTER] Starting predict_future for KEYS
[2025-10-13T23:57:01.592029] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:01.592849] [DEBUG] [LOCAL     ] No optimal features file found for KEYS: ./output/feature-sets/KEYS.txt
[2025-10-13T23:57:01.592904] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:01.592938] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:01.592966] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:01.593023] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:01.610853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:01.611416] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:01.611498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:01.611531] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:01.649134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:01.649218] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:01.649254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:01.649283] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:01.652261] [DEBUG] [FORECASTER] KEYS: Forecast T+1@11:T+2@11: UP (p=93.46%)
[2025-10-13T23:57:01.652529] [INFO ] [FORECASTER] Completed predict_future for KEYS
[2025-10-13T23:57:01.652714] [INFO ] [sig       ] KEYS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:01.795043] [INFO ] [LOCAL     ] Saved forecast: KEYS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KEYS.txt
[2025-10-13T23:57:01.795239] [INFO ] [sig       ] [1010/1810] Completed KEYS in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:01.795282] [INFO ] [sig       ] [1011/1810] Forecasting KF...
[2025-10-13T23:57:01.795314] [INFO ] [sig       ] Generating forecast for: KF
[2025-10-13T23:57:01.795346] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KF' from 'https://tdm.silogroup.org/data/derivative_storage/KF.csv'.
[2025-10-13T23:57:01.804191] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KF'.
[2025-10-13T23:57:01.804445] [INFO ] [FORECASTER] Starting predict_future for KF
[2025-10-13T23:57:01.830915] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:01.831834] [DEBUG] [LOCAL     ] No optimal features file found for KF: ./output/feature-sets/KF.txt
[2025-10-13T23:57:01.831890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:01.831925] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:01.831954] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:01.832011] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:01.850241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:01.850805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:01.850885] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:01.850919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:01.893695] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:01.893799] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:01.893837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:01.893867] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:01.897087] [DEBUG] [FORECASTER] KF: Forecast T+1@11:T+2@11: DOWN (p=3.33%)
[2025-10-13T23:57:01.897345] [INFO ] [FORECASTER] Completed predict_future for KF
[2025-10-13T23:57:01.897495] [INFO ] [sig       ] KF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:02.043478] [INFO ] [LOCAL     ] Saved forecast: KF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KF.txt
[2025-10-13T23:57:02.043701] [INFO ] [sig       ] [1011/1810] Completed KF in 0.2s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:02.043770] [INFO ] [sig       ] [1012/1810] Forecasting KFRC...
[2025-10-13T23:57:02.043804] [INFO ] [sig       ] Generating forecast for: KFRC
[2025-10-13T23:57:02.043838] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFRC' from 'https://tdm.silogroup.org/data/derivative_storage/KFRC.csv'.
[2025-10-13T23:57:02.053687] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFRC'.
[2025-10-13T23:57:02.054048] [INFO ] [FORECASTER] Starting predict_future for KFRC
[2025-10-13T23:57:02.083252] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:02.084143] [DEBUG] [LOCAL     ] No optimal features file found for KFRC: ./output/feature-sets/KFRC.txt
[2025-10-13T23:57:02.084201] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:02.084236] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:02.084270] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:02.084357] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:02.109233] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:02.110353] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:02.110444] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:02.110479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:02.150632] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:02.150789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:02.150832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:02.150862] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:02.154222] [DEBUG] [FORECASTER] KFRC: Forecast T+1@11:T+2@11: UP (p=57.38%)
[2025-10-13T23:57:02.154513] [INFO ] [FORECASTER] Completed predict_future for KFRC
[2025-10-13T23:57:02.154707] [INFO ] [sig       ] KFRC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:02.322221] [INFO ] [LOCAL     ] Saved forecast: KFRC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KFRC.txt
[2025-10-13T23:57:02.322495] [INFO ] [sig       ] [1012/1810] Completed KFRC in 0.3s | 4.17 sym/s | Total: 4.0m | ETA: 3.2m
[2025-10-13T23:57:02.322556] [INFO ] [sig       ] [1013/1810] Forecasting KFS...
[2025-10-13T23:57:02.322591] [INFO ] [sig       ] Generating forecast for: KFS
[2025-10-13T23:57:02.322626] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFS' from 'https://tdm.silogroup.org/data/derivative_storage/KFS.csv'.
[2025-10-13T23:57:02.332803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFS'.
[2025-10-13T23:57:02.333110] [INFO ] [FORECASTER] Starting predict_future for KFS
[2025-10-13T23:57:02.361267] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:02.362058] [DEBUG] [LOCAL     ] No optimal features file found for KFS: ./output/feature-sets/KFS.txt
[2025-10-13T23:57:02.362117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:02.362181] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:02.362270] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:02.362340] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:02.382744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:02.383582] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:02.383713] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:02.383786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:02.422764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:02.422892] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:02.422947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:02.422980] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:02.426801] [DEBUG] [FORECASTER] KFS: Forecast T+1@11:T+2@11: DOWN (p=3.54%)
[2025-10-13T23:57:02.427071] [INFO ] [FORECASTER] Completed predict_future for KFS
[2025-10-13T23:57:02.427208] [INFO ] [sig       ] KFS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:02.588158] [INFO ] [LOCAL     ] Saved forecast: KFS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KFS.txt
[2025-10-13T23:57:02.588412] [INFO ] [sig       ] [1013/1810] Completed KFS in 0.3s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:02.588455] [INFO ] [sig       ] [1014/1810] Forecasting KFY...
[2025-10-13T23:57:02.588487] [INFO ] [sig       ] Generating forecast for: KFY
[2025-10-13T23:57:02.588526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KFY' from 'https://tdm.silogroup.org/data/derivative_storage/KFY.csv'.
[2025-10-13T23:57:02.597796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KFY'.
[2025-10-13T23:57:02.598121] [INFO ] [FORECASTER] Starting predict_future for KFY
[2025-10-13T23:57:02.626283] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:02.627056] [DEBUG] [LOCAL     ] No optimal features file found for KFY: ./output/feature-sets/KFY.txt
[2025-10-13T23:57:02.627112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:02.627147] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:02.627179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:02.627259] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:02.646506] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:02.647300] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:02.647387] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:02.647422] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:02.684467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:02.684574] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:02.684614] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:02.684671] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:02.688220] [DEBUG] [FORECASTER] KFY: Forecast T+1@11:T+2@11: UP (p=58.77%)
[2025-10-13T23:57:02.688541] [INFO ] [FORECASTER] Completed predict_future for KFY
[2025-10-13T23:57:02.688733] [INFO ] [sig       ] KFY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:02.855977] [INFO ] [LOCAL     ] Saved forecast: KFY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KFY.txt
[2025-10-13T23:57:02.856269] [INFO ] [sig       ] [1014/1810] Completed KFY in 0.3s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:02.856331] [INFO ] [sig       ] [1015/1810] Forecasting KGC...
[2025-10-13T23:57:02.856367] [INFO ] [sig       ] Generating forecast for: KGC
[2025-10-13T23:57:02.856400] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KGC' from 'https://tdm.silogroup.org/data/derivative_storage/KGC.csv'.
[2025-10-13T23:57:02.866913] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KGC'.
[2025-10-13T23:57:02.867253] [INFO ] [FORECASTER] Starting predict_future for KGC
[2025-10-13T23:57:02.892964] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:02.893632] [DEBUG] [LOCAL     ] No optimal features file found for KGC: ./output/feature-sets/KGC.txt
[2025-10-13T23:57:02.893714] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:02.893752] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:02.893780] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:02.893836] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:02.911483] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:02.912113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:02.912193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:02.912227] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:02.947712] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:02.947793] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:02.947829] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:02.947858] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:02.950914] [DEBUG] [FORECASTER] KGC: Forecast T+1@11:T+2@11: DOWN (p=22.86%)
[2025-10-13T23:57:02.951172] [INFO ] [FORECASTER] Completed predict_future for KGC
[2025-10-13T23:57:02.951308] [INFO ] [sig       ] KGC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:03.093498] [INFO ] [LOCAL     ] Saved forecast: KGC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KGC.txt
[2025-10-13T23:57:03.093735] [INFO ] [sig       ] [1015/1810] Completed KGC in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:03.093797] [INFO ] [sig       ] [1016/1810] Forecasting KGS...
[2025-10-13T23:57:03.093832] [INFO ] [sig       ] Generating forecast for: KGS
[2025-10-13T23:57:03.093866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KGS' from 'https://tdm.silogroup.org/data/derivative_storage/KGS.csv'.
[2025-10-13T23:57:03.103172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KGS'.
[2025-10-13T23:57:03.103520] [INFO ] [FORECASTER] Starting predict_future for KGS
[2025-10-13T23:57:03.132156] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:03.133125] [DEBUG] [LOCAL     ] No optimal features file found for KGS: ./output/feature-sets/KGS.txt
[2025-10-13T23:57:03.133182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:03.133219] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:03.133247] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:03.133304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:03.154076] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:03.154901] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:03.155022] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:03.155082] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:03.195130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:03.195299] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:03.195379] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:03.195452] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:03.201080] [DEBUG] [FORECASTER] KGS: Forecast T+1@11:T+2@11: UP (p=91.67%)
[2025-10-13T23:57:03.201378] [INFO ] [FORECASTER] Completed predict_future for KGS
[2025-10-13T23:57:03.201528] [INFO ] [sig       ] KGS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:03.375621] [INFO ] [LOCAL     ] Saved forecast: KGS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KGS.txt
[2025-10-13T23:57:03.375946] [INFO ] [sig       ] [1016/1810] Completed KGS in 0.3s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:03.375993] [INFO ] [sig       ] [1017/1810] Forecasting KIM...
[2025-10-13T23:57:03.376024] [INFO ] [sig       ] Generating forecast for: KIM
[2025-10-13T23:57:03.376055] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KIM' from 'https://tdm.silogroup.org/data/derivative_storage/KIM.csv'.
[2025-10-13T23:57:03.385284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KIM'.
[2025-10-13T23:57:03.385679] [INFO ] [FORECASTER] Starting predict_future for KIM
[2025-10-13T23:57:03.411061] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:03.411822] [DEBUG] [LOCAL     ] No optimal features file found for KIM: ./output/feature-sets/KIM.txt
[2025-10-13T23:57:03.411877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:03.411912] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:03.411941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:03.411999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:03.429216] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:03.429841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:03.429927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:03.429962] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:03.465313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:03.465418] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:03.465454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:03.465484] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:03.468664] [DEBUG] [FORECASTER] KIM: Forecast T+1@11:T+2@11: UP (p=80.35%)
[2025-10-13T23:57:03.468931] [INFO ] [FORECASTER] Completed predict_future for KIM
[2025-10-13T23:57:03.469074] [INFO ] [sig       ] KIM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:03.610207] [INFO ] [LOCAL     ] Saved forecast: KIM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KIM.txt
[2025-10-13T23:57:03.610429] [INFO ] [sig       ] [1017/1810] Completed KIM in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:03.610472] [INFO ] [sig       ] [1018/1810] Forecasting KIO...
[2025-10-13T23:57:03.610503] [INFO ] [sig       ] Generating forecast for: KIO
[2025-10-13T23:57:03.610534] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KIO' from 'https://tdm.silogroup.org/data/derivative_storage/KIO.csv'.
[2025-10-13T23:57:03.619989] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KIO'.
[2025-10-13T23:57:03.620359] [INFO ] [FORECASTER] Starting predict_future for KIO
[2025-10-13T23:57:03.645896] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:03.646571] [DEBUG] [LOCAL     ] No optimal features file found for KIO: ./output/feature-sets/KIO.txt
[2025-10-13T23:57:03.646626] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:03.646695] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:03.646736] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:03.646796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:03.664345] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:03.664938] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:03.665048] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:03.665085] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:03.698764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:03.698882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:03.698919] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:03.698948] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:03.702199] [DEBUG] [FORECASTER] KIO: Forecast T+1@11:T+2@11: UP (p=96.49%)
[2025-10-13T23:57:03.702483] [INFO ] [FORECASTER] Completed predict_future for KIO
[2025-10-13T23:57:03.702667] [INFO ] [sig       ] KIO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:03.844905] [INFO ] [LOCAL     ] Saved forecast: KIO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KIO.txt
[2025-10-13T23:57:03.845137] [INFO ] [sig       ] [1018/1810] Completed KIO in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:03.845180] [INFO ] [sig       ] [1019/1810] Forecasting KKR...
[2025-10-13T23:57:03.845220] [INFO ] [sig       ] Generating forecast for: KKR
[2025-10-13T23:57:03.845254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KKR' from 'https://tdm.silogroup.org/data/derivative_storage/KKR.csv'.
[2025-10-13T23:57:03.855004] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KKR'.
[2025-10-13T23:57:03.855393] [INFO ] [FORECASTER] Starting predict_future for KKR
[2025-10-13T23:57:03.881141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:03.881920] [DEBUG] [LOCAL     ] No optimal features file found for KKR: ./output/feature-sets/KKR.txt
[2025-10-13T23:57:03.881978] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:03.882015] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:03.882043] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:03.882102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:03.900228] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:03.900878] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:03.900961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:03.900996] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:03.945204] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:03.945395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:03.945458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:03.945514] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:03.949288] [DEBUG] [FORECASTER] KKR: Forecast T+1@11:T+2@11: DOWN (p=20.09%)
[2025-10-13T23:57:03.949561] [INFO ] [FORECASTER] Completed predict_future for KKR
[2025-10-13T23:57:03.949747] [INFO ] [sig       ] KKR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:04.092487] [INFO ] [LOCAL     ] Saved forecast: KKR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KKR.txt
[2025-10-13T23:57:04.092750] [INFO ] [sig       ] [1019/1810] Completed KKR in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:04.092811] [INFO ] [sig       ] [1020/1810] Forecasting KKRS...
[2025-10-13T23:57:04.092845] [INFO ] [sig       ] Generating forecast for: KKRS
[2025-10-13T23:57:04.092877] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KKRS' from 'https://tdm.silogroup.org/data/derivative_storage/KKRS.csv'.
[2025-10-13T23:57:04.102369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KKRS'.
[2025-10-13T23:57:04.102745] [INFO ] [FORECASTER] Starting predict_future for KKRS
[2025-10-13T23:57:04.127923] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:04.128624] [DEBUG] [LOCAL     ] No optimal features file found for KKRS: ./output/feature-sets/KKRS.txt
[2025-10-13T23:57:04.128704] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:04.128747] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:04.128776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:04.128833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:04.146200] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:04.146787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:04.146869] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:04.146904] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:04.187201] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:04.187287] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:04.187324] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:04.187353] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:04.190435] [DEBUG] [FORECASTER] KKRS: Forecast T+1@11:T+2@11: UP (p=83.70%)
[2025-10-13T23:57:04.190765] [INFO ] [FORECASTER] Completed predict_future for KKRS
[2025-10-13T23:57:04.190908] [INFO ] [sig       ] KKRS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:04.334229] [INFO ] [LOCAL     ] Saved forecast: KKRS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KKRS.txt
[2025-10-13T23:57:04.334470] [INFO ] [sig       ] [1020/1810] Completed KKRS in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:04.334513] [INFO ] [sig       ] [1021/1810] Forecasting KLC...
[2025-10-13T23:57:04.334544] [INFO ] [sig       ] Generating forecast for: KLC
[2025-10-13T23:57:04.334577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KLC' from 'https://tdm.silogroup.org/data/derivative_storage/KLC.csv'.
[2025-10-13T23:57:04.343383] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KLC'.
[2025-10-13T23:57:04.343629] [INFO ] [FORECASTER] Starting predict_future for KLC
[2025-10-13T23:57:04.368905] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:04.369574] [DEBUG] [LOCAL     ] No optimal features file found for KLC: ./output/feature-sets/KLC.txt
[2025-10-13T23:57:04.369629] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:04.369698] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:04.369739] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:04.369797] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:04.387532] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:04.388148] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:04.388229] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:04.388263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:04.427163] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:04.427255] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:04.427292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:04.427321] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:04.430529] [DEBUG] [FORECASTER] KLC: Forecast T+1@11:T+2@11: DOWN (p=12.60%)
[2025-10-13T23:57:04.430821] [INFO ] [FORECASTER] Completed predict_future for KLC
[2025-10-13T23:57:04.430966] [INFO ] [sig       ] KLC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:04.572900] [INFO ] [LOCAL     ] Saved forecast: KLC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KLC.txt
[2025-10-13T23:57:04.573136] [INFO ] [sig       ] [1021/1810] Completed KLC in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:04.573177] [INFO ] [sig       ] [1022/1810] Forecasting KMI...
[2025-10-13T23:57:04.573207] [INFO ] [sig       ] Generating forecast for: KMI
[2025-10-13T23:57:04.573239] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMI' from 'https://tdm.silogroup.org/data/derivative_storage/KMI.csv'.
[2025-10-13T23:57:04.582406] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMI'.
[2025-10-13T23:57:04.582794] [INFO ] [FORECASTER] Starting predict_future for KMI
[2025-10-13T23:57:04.607851] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:04.608533] [DEBUG] [LOCAL     ] No optimal features file found for KMI: ./output/feature-sets/KMI.txt
[2025-10-13T23:57:04.608588] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:04.608621] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:04.608679] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:04.608759] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:04.625732] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:04.626295] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:04.626396] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:04.626431] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:04.667063] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:04.667171] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:04.667209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:04.667238] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:04.670479] [DEBUG] [FORECASTER] KMI: Forecast T+1@11:T+2@11: UP (p=96.14%)
[2025-10-13T23:57:04.670791] [INFO ] [FORECASTER] Completed predict_future for KMI
[2025-10-13T23:57:04.670933] [INFO ] [sig       ] KMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:04.811996] [INFO ] [LOCAL     ] Saved forecast: KMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KMI.txt
[2025-10-13T23:57:04.812289] [INFO ] [sig       ] [1022/1810] Completed KMI in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.2m
[2025-10-13T23:57:04.812350] [INFO ] [sig       ] [1023/1810] Forecasting KMPB...
[2025-10-13T23:57:04.812384] [INFO ] [sig       ] Generating forecast for: KMPB
[2025-10-13T23:57:04.812416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMPB' from 'https://tdm.silogroup.org/data/derivative_storage/KMPB.csv'.
[2025-10-13T23:57:04.821425] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'KMPB'.
[2025-10-13T23:57:04.821724] [INFO ] [FORECASTER] Starting predict_future for KMPB
[2025-10-13T23:57:04.846679] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:04.847359] [DEBUG] [LOCAL     ] No optimal features file found for KMPB: ./output/feature-sets/KMPB.txt
[2025-10-13T23:57:04.847413] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:04.847446] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:04.847474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:04.847574] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:04.864767] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:04.865292] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:04.865370] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:04.865402] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:04.904725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:04.904808] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:04.904844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:04.904872] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:04.907897] [DEBUG] [FORECASTER] KMPB: Forecast T+1@11:T+2@11: UP (p=97.24%)
[2025-10-13T23:57:04.908142] [INFO ] [FORECASTER] Completed predict_future for KMPB
[2025-10-13T23:57:04.908271] [INFO ] [sig       ] KMPB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:05.054038] [INFO ] [LOCAL     ] Saved forecast: KMPB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KMPB.txt
[2025-10-13T23:57:05.054300] [INFO ] [sig       ] [1023/1810] Completed KMPB in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:05.054345] [INFO ] [sig       ] [1024/1810] Forecasting KMPR...
[2025-10-13T23:57:05.054375] [INFO ] [sig       ] Generating forecast for: KMPR
[2025-10-13T23:57:05.054407] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMPR' from 'https://tdm.silogroup.org/data/derivative_storage/KMPR.csv'.
[2025-10-13T23:57:05.063962] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMPR'.
[2025-10-13T23:57:05.064314] [INFO ] [FORECASTER] Starting predict_future for KMPR
[2025-10-13T23:57:05.089587] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:05.090360] [DEBUG] [LOCAL     ] No optimal features file found for KMPR: ./output/feature-sets/KMPR.txt
[2025-10-13T23:57:05.090437] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:05.090472] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:05.090501] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:05.090558] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:05.108420] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:05.109002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:05.109083] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:05.109117] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:05.154357] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:05.154541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:05.154594] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:05.154625] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:05.158218] [DEBUG] [FORECASTER] KMPR: Forecast T+1@11:T+2@11: DOWN (p=0.93%)
[2025-10-13T23:57:05.158503] [INFO ] [FORECASTER] Completed predict_future for KMPR
[2025-10-13T23:57:05.158670] [INFO ] [sig       ] KMPR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:05.303263] [INFO ] [LOCAL     ] Saved forecast: KMPR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KMPR.txt
[2025-10-13T23:57:05.303475] [INFO ] [sig       ] [1024/1810] Completed KMPR in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:05.303517] [INFO ] [sig       ] [1025/1810] Forecasting KMT...
[2025-10-13T23:57:05.303549] [INFO ] [sig       ] Generating forecast for: KMT
[2025-10-13T23:57:05.303582] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMT' from 'https://tdm.silogroup.org/data/derivative_storage/KMT.csv'.
[2025-10-13T23:57:05.313076] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMT'.
[2025-10-13T23:57:05.313433] [INFO ] [FORECASTER] Starting predict_future for KMT
[2025-10-13T23:57:05.339376] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:05.340137] [DEBUG] [LOCAL     ] No optimal features file found for KMT: ./output/feature-sets/KMT.txt
[2025-10-13T23:57:05.340192] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:05.340226] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:05.340255] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:05.340312] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:05.357875] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:05.358436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:05.358519] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:05.358552] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:05.395484] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:05.395622] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:05.395694] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:05.395739] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:05.399114] [DEBUG] [FORECASTER] KMT: Forecast T+1@11:T+2@11: UP (p=89.04%)
[2025-10-13T23:57:05.399377] [INFO ] [FORECASTER] Completed predict_future for KMT
[2025-10-13T23:57:05.399511] [INFO ] [sig       ] KMT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:05.541395] [INFO ] [LOCAL     ] Saved forecast: KMT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KMT.txt
[2025-10-13T23:57:05.541671] [INFO ] [sig       ] [1025/1810] Completed KMT in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:05.541732] [INFO ] [sig       ] [1026/1810] Forecasting KMX...
[2025-10-13T23:57:05.541776] [INFO ] [sig       ] Generating forecast for: KMX
[2025-10-13T23:57:05.541809] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KMX' from 'https://tdm.silogroup.org/data/derivative_storage/KMX.csv'.
[2025-10-13T23:57:05.550233] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KMX'.
[2025-10-13T23:57:05.550496] [INFO ] [FORECASTER] Starting predict_future for KMX
[2025-10-13T23:57:05.575026] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:05.575704] [DEBUG] [LOCAL     ] No optimal features file found for KMX: ./output/feature-sets/KMX.txt
[2025-10-13T23:57:05.575765] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:05.575861] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:05.575901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:05.575960] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:05.593066] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:05.593622] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:05.593731] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:05.593772] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:05.631100] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:05.631203] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:05.631239] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:05.631268] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:05.634317] [DEBUG] [FORECASTER] KMX: Forecast T+1@11:T+2@11: UP (p=83.53%)
[2025-10-13T23:57:05.634572] [INFO ] [FORECASTER] Completed predict_future for KMX
[2025-10-13T23:57:05.634733] [INFO ] [sig       ] KMX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:05.774688] [INFO ] [LOCAL     ] Saved forecast: KMX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KMX.txt
[2025-10-13T23:57:05.774945] [INFO ] [sig       ] [1026/1810] Completed KMX in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:05.774990] [INFO ] [sig       ] [1027/1810] Forecasting KN...
[2025-10-13T23:57:05.775020] [INFO ] [sig       ] Generating forecast for: KN
[2025-10-13T23:57:05.775053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KN' from 'https://tdm.silogroup.org/data/derivative_storage/KN.csv'.
[2025-10-13T23:57:05.783614] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KN'.
[2025-10-13T23:57:05.783896] [INFO ] [FORECASTER] Starting predict_future for KN
[2025-10-13T23:57:05.808537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:05.809344] [DEBUG] [LOCAL     ] No optimal features file found for KN: ./output/feature-sets/KN.txt
[2025-10-13T23:57:05.809411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:05.809458] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:05.809499] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:05.809577] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:05.829808] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:05.830684] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:05.830773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:05.830807] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:05.871241] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:05.871429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:05.871471] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:05.871501] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:05.875293] [DEBUG] [FORECASTER] KN: Forecast T+1@11:T+2@11: DOWN (p=26.69%)
[2025-10-13T23:57:05.875619] [INFO ] [FORECASTER] Completed predict_future for KN
[2025-10-13T23:57:05.875805] [INFO ] [sig       ] KN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:06.021803] [INFO ] [LOCAL     ] Saved forecast: KN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KN.txt
[2025-10-13T23:57:06.022158] [INFO ] [sig       ] [1027/1810] Completed KN in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:06.022226] [INFO ] [sig       ] [1028/1810] Forecasting KNF...
[2025-10-13T23:57:06.022261] [INFO ] [sig       ] Generating forecast for: KNF
[2025-10-13T23:57:06.022294] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNF' from 'https://tdm.silogroup.org/data/derivative_storage/KNF.csv'.
[2025-10-13T23:57:06.032597] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNF'.
[2025-10-13T23:57:06.032998] [INFO ] [FORECASTER] Starting predict_future for KNF
[2025-10-13T23:57:06.058555] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:06.059311] [DEBUG] [LOCAL     ] No optimal features file found for KNF: ./output/feature-sets/KNF.txt
[2025-10-13T23:57:06.059367] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:06.059401] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:06.059429] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:06.059484] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:06.076263] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:06.076885] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:06.076968] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:06.077002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:06.111865] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:06.111963] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:06.112000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:06.112028] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:06.115089] [DEBUG] [FORECASTER] KNF: Forecast T+1@11:T+2@11: UP (p=52.53%)
[2025-10-13T23:57:06.115343] [INFO ] [FORECASTER] Completed predict_future for KNF
[2025-10-13T23:57:06.115472] [INFO ] [sig       ] KNF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:06.253297] [INFO ] [LOCAL     ] Saved forecast: KNF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KNF.txt
[2025-10-13T23:57:06.253517] [INFO ] [sig       ] [1028/1810] Completed KNF in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:06.253560] [INFO ] [sig       ] [1029/1810] Forecasting KNOP...
[2025-10-13T23:57:06.253590] [INFO ] [sig       ] Generating forecast for: KNOP
[2025-10-13T23:57:06.253622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNOP' from 'https://tdm.silogroup.org/data/derivative_storage/KNOP.csv'.
[2025-10-13T23:57:06.262309] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNOP'.
[2025-10-13T23:57:06.262595] [INFO ] [FORECASTER] Starting predict_future for KNOP
[2025-10-13T23:57:06.286971] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:06.287735] [DEBUG] [LOCAL     ] No optimal features file found for KNOP: ./output/feature-sets/KNOP.txt
[2025-10-13T23:57:06.287790] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:06.287824] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:06.287851] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:06.287908] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:06.304484] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:06.305060] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:06.305161] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:06.305196] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:06.337740] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:06.337838] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:06.337874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:06.337904] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:06.341043] [DEBUG] [FORECASTER] KNOP: Forecast T+1@11:T+2@11: DOWN (p=0.84%)
[2025-10-13T23:57:06.341304] [INFO ] [FORECASTER] Completed predict_future for KNOP
[2025-10-13T23:57:06.341438] [INFO ] [sig       ] KNOP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:06.479898] [INFO ] [LOCAL     ] Saved forecast: KNOP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KNOP.txt
[2025-10-13T23:57:06.480170] [INFO ] [sig       ] [1029/1810] Completed KNOP in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:06.480213] [INFO ] [sig       ] [1030/1810] Forecasting KNSL...
[2025-10-13T23:57:06.480244] [INFO ] [sig       ] Generating forecast for: KNSL
[2025-10-13T23:57:06.480276] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNSL' from 'https://tdm.silogroup.org/data/derivative_storage/KNSL.csv'.
[2025-10-13T23:57:06.488897] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNSL'.
[2025-10-13T23:57:06.489214] [INFO ] [FORECASTER] Starting predict_future for KNSL
[2025-10-13T23:57:06.513859] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:06.514506] [DEBUG] [LOCAL     ] No optimal features file found for KNSL: ./output/feature-sets/KNSL.txt
[2025-10-13T23:57:06.514560] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:06.514593] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:06.514620] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:06.514706] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:06.532396] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:06.533020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:06.533107] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:06.533141] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:06.567921] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:06.567999] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:06.568034] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:06.568063] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:06.571015] [DEBUG] [FORECASTER] KNSL: Forecast T+1@11:T+2@11: UP (p=95.55%)
[2025-10-13T23:57:06.571263] [INFO ] [FORECASTER] Completed predict_future for KNSL
[2025-10-13T23:57:06.571394] [INFO ] [sig       ] KNSL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:06.712986] [INFO ] [LOCAL     ] Saved forecast: KNSL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KNSL.txt
[2025-10-13T23:57:06.713228] [INFO ] [sig       ] [1030/1810] Completed KNSL in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:06.713270] [INFO ] [sig       ] [1031/1810] Forecasting KNTK...
[2025-10-13T23:57:06.713301] [INFO ] [sig       ] Generating forecast for: KNTK
[2025-10-13T23:57:06.713333] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNTK' from 'https://tdm.silogroup.org/data/derivative_storage/KNTK.csv'.
[2025-10-13T23:57:06.722584] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNTK'.
[2025-10-13T23:57:06.722918] [INFO ] [FORECASTER] Starting predict_future for KNTK
[2025-10-13T23:57:06.747552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:06.748230] [DEBUG] [LOCAL     ] No optimal features file found for KNTK: ./output/feature-sets/KNTK.txt
[2025-10-13T23:57:06.748302] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:06.748337] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:06.748366] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:06.748422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:06.765256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:06.765808] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:06.765888] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:06.765922] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:06.798381] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:06.798458] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:06.798494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:06.798522] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:06.801587] [DEBUG] [FORECASTER] KNTK: Forecast T+1@11:T+2@11: DOWN (p=1.63%)
[2025-10-13T23:57:06.801858] [INFO ] [FORECASTER] Completed predict_future for KNTK
[2025-10-13T23:57:06.801983] [INFO ] [sig       ] KNTK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:06.947786] [INFO ] [LOCAL     ] Saved forecast: KNTK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KNTK.txt
[2025-10-13T23:57:06.948047] [INFO ] [sig       ] [1031/1810] Completed KNTK in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:06.948101] [INFO ] [sig       ] [1032/1810] Forecasting KNX...
[2025-10-13T23:57:06.948140] [INFO ] [sig       ] Generating forecast for: KNX
[2025-10-13T23:57:06.948181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KNX' from 'https://tdm.silogroup.org/data/derivative_storage/KNX.csv'.
[2025-10-13T23:57:06.957852] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KNX'.
[2025-10-13T23:57:06.958229] [INFO ] [FORECASTER] Starting predict_future for KNX
[2025-10-13T23:57:06.983611] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:06.984373] [DEBUG] [LOCAL     ] No optimal features file found for KNX: ./output/feature-sets/KNX.txt
[2025-10-13T23:57:06.984428] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:06.984462] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:06.984490] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:06.984546] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:07.001966] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:07.002700] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:07.002783] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:07.002817] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:07.042159] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:07.042302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:07.042342] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:07.042373] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:07.045893] [DEBUG] [FORECASTER] KNX: Forecast T+1@11:T+2@11: UP (p=63.52%)
[2025-10-13T23:57:07.046561] [INFO ] [FORECASTER] Completed predict_future for KNX
[2025-10-13T23:57:07.046729] [INFO ] [sig       ] KNX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:07.187402] [INFO ] [LOCAL     ] Saved forecast: KNX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KNX.txt
[2025-10-13T23:57:07.187721] [INFO ] [sig       ] [1032/1810] Completed KNX in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:07.187783] [INFO ] [sig       ] [1033/1810] Forecasting KODK...
[2025-10-13T23:57:07.187817] [INFO ] [sig       ] Generating forecast for: KODK
[2025-10-13T23:57:07.187861] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KODK' from 'https://tdm.silogroup.org/data/derivative_storage/KODK.csv'.
[2025-10-13T23:57:07.196718] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KODK'.
[2025-10-13T23:57:07.197017] [INFO ] [FORECASTER] Starting predict_future for KODK
[2025-10-13T23:57:07.222285] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:07.223035] [DEBUG] [LOCAL     ] No optimal features file found for KODK: ./output/feature-sets/KODK.txt
[2025-10-13T23:57:07.223095] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:07.223132] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:07.223162] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:07.223219] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:07.240574] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:07.241161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:07.241241] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:07.241276] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:07.284443] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:07.284682] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:07.284782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:07.284854] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:07.289386] [DEBUG] [FORECASTER] KODK: Forecast T+1@11:T+2@11: UP (p=91.75%)
[2025-10-13T23:57:07.289772] [INFO ] [FORECASTER] Completed predict_future for KODK
[2025-10-13T23:57:07.289940] [INFO ] [sig       ] KODK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:07.432092] [INFO ] [LOCAL     ] Saved forecast: KODK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KODK.txt
[2025-10-13T23:57:07.432366] [INFO ] [sig       ] [1033/1810] Completed KODK in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:07.432410] [INFO ] [sig       ] [1034/1810] Forecasting KOF...
[2025-10-13T23:57:07.432440] [INFO ] [sig       ] Generating forecast for: KOF
[2025-10-13T23:57:07.432472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOF' from 'https://tdm.silogroup.org/data/derivative_storage/KOF.csv'.
[2025-10-13T23:57:07.441604] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOF'.
[2025-10-13T23:57:07.442047] [INFO ] [FORECASTER] Starting predict_future for KOF
[2025-10-13T23:57:07.466920] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:07.467751] [DEBUG] [LOCAL     ] No optimal features file found for KOF: ./output/feature-sets/KOF.txt
[2025-10-13T23:57:07.467807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:07.467842] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:07.467870] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:07.467927] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:07.485046] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:07.485611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:07.485717] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:07.485761] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:07.527533] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:07.527706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:07.527758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:07.527791] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:07.531055] [DEBUG] [FORECASTER] KOF: Forecast T+1@11:T+2@11: DOWN (p=15.87%)
[2025-10-13T23:57:07.531338] [INFO ] [FORECASTER] Completed predict_future for KOF
[2025-10-13T23:57:07.531471] [INFO ] [sig       ] KOF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:07.670765] [INFO ] [LOCAL     ] Saved forecast: KOF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KOF.txt
[2025-10-13T23:57:07.671010] [INFO ] [sig       ] [1034/1810] Completed KOF in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:07.671056] [INFO ] [sig       ] [1035/1810] Forecasting KOP...
[2025-10-13T23:57:07.671089] [INFO ] [sig       ] Generating forecast for: KOP
[2025-10-13T23:57:07.671121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOP' from 'https://tdm.silogroup.org/data/derivative_storage/KOP.csv'.
[2025-10-13T23:57:07.682221] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOP'.
[2025-10-13T23:57:07.682707] [INFO ] [FORECASTER] Starting predict_future for KOP
[2025-10-13T23:57:07.709874] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:07.710670] [DEBUG] [LOCAL     ] No optimal features file found for KOP: ./output/feature-sets/KOP.txt
[2025-10-13T23:57:07.710733] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:07.710771] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:07.710802] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:07.710863] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:07.729734] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:07.730440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:07.730541] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:07.730579] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:07.774607] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:07.774875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:07.774926] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:07.774957] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:07.779041] [DEBUG] [FORECASTER] KOP: Forecast T+1@11:T+2@11: DOWN (p=8.27%)
[2025-10-13T23:57:07.779338] [INFO ] [FORECASTER] Completed predict_future for KOP
[2025-10-13T23:57:07.779498] [INFO ] [sig       ] KOP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:07.924380] [INFO ] [LOCAL     ] Saved forecast: KOP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KOP.txt
[2025-10-13T23:57:07.924767] [INFO ] [sig       ] [1035/1810] Completed KOP in 0.3s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:07.924831] [INFO ] [sig       ] [1036/1810] Forecasting KORE...
[2025-10-13T23:57:07.924923] [INFO ] [sig       ] Generating forecast for: KORE
[2025-10-13T23:57:07.924967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KORE' from 'https://tdm.silogroup.org/data/derivative_storage/KORE.csv'.
[2025-10-13T23:57:07.935673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KORE'.
[2025-10-13T23:57:07.936028] [INFO ] [FORECASTER] Starting predict_future for KORE
[2025-10-13T23:57:07.962013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:07.962820] [DEBUG] [LOCAL     ] No optimal features file found for KORE: ./output/feature-sets/KORE.txt
[2025-10-13T23:57:07.962877] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:07.962914] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:07.962944] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:07.963016] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:07.980722] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:07.981407] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:07.981530] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:07.981566] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:08.026981] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:08.027224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:08.027274] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:08.027305] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:08.031306] [DEBUG] [FORECASTER] KORE: Forecast T+1@11:T+2@11: DOWN (p=37.66%)
[2025-10-13T23:57:08.031617] [INFO ] [FORECASTER] Completed predict_future for KORE
[2025-10-13T23:57:08.031810] [INFO ] [sig       ] KORE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:08.182339] [INFO ] [LOCAL     ] Saved forecast: KORE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KORE.txt
[2025-10-13T23:57:08.182703] [INFO ] [sig       ] [1036/1810] Completed KORE in 0.3s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:08.182768] [INFO ] [sig       ] [1037/1810] Forecasting KOS...
[2025-10-13T23:57:08.182803] [INFO ] [sig       ] Generating forecast for: KOS
[2025-10-13T23:57:08.182839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KOS' from 'https://tdm.silogroup.org/data/derivative_storage/KOS.csv'.
[2025-10-13T23:57:08.193839] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KOS'.
[2025-10-13T23:57:08.194263] [INFO ] [FORECASTER] Starting predict_future for KOS
[2025-10-13T23:57:08.219805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:08.220523] [DEBUG] [LOCAL     ] No optimal features file found for KOS: ./output/feature-sets/KOS.txt
[2025-10-13T23:57:08.220579] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:08.220613] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:08.220663] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:08.220749] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:08.237817] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:08.238384] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:08.238469] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:08.238502] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:08.282039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:08.282208] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:08.282248] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:08.282277] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:08.285916] [DEBUG] [FORECASTER] KOS: Forecast T+1@11:T+2@11: DOWN (p=39.80%)
[2025-10-13T23:57:08.286187] [INFO ] [FORECASTER] Completed predict_future for KOS
[2025-10-13T23:57:08.286339] [INFO ] [sig       ] KOS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:08.426794] [INFO ] [LOCAL     ] Saved forecast: KOS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KOS.txt
[2025-10-13T23:57:08.427078] [INFO ] [sig       ] [1037/1810] Completed KOS in 0.2s | 4.17 sym/s | Total: 4.1m | ETA: 3.1m
[2025-10-13T23:57:08.427121] [INFO ] [sig       ] [1038/1810] Forecasting KR...
[2025-10-13T23:57:08.427151] [INFO ] [sig       ] Generating forecast for: KR
[2025-10-13T23:57:08.427182] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KR' from 'https://tdm.silogroup.org/data/derivative_storage/KR.csv'.
[2025-10-13T23:57:08.436317] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KR'.
[2025-10-13T23:57:08.436607] [INFO ] [FORECASTER] Starting predict_future for KR
[2025-10-13T23:57:08.461160] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:08.461900] [DEBUG] [LOCAL     ] No optimal features file found for KR: ./output/feature-sets/KR.txt
[2025-10-13T23:57:08.461974] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:08.462008] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:08.462036] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:08.462093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:08.482113] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:08.482970] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:08.483055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:08.483088] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:08.527238] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:08.527402] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:08.527444] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:08.527473] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:08.531025] [DEBUG] [FORECASTER] KR: Forecast T+1@11:T+2@11: DOWN (p=4.47%)
[2025-10-13T23:57:08.531298] [INFO ] [FORECASTER] Completed predict_future for KR
[2025-10-13T23:57:08.531436] [INFO ] [sig       ] KR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:08.671089] [INFO ] [LOCAL     ] Saved forecast: KR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KR.txt
[2025-10-13T23:57:08.671355] [INFO ] [sig       ] [1038/1810] Completed KR in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:08.671398] [INFO ] [sig       ] [1039/1810] Forecasting KRC...
[2025-10-13T23:57:08.671429] [INFO ] [sig       ] Generating forecast for: KRC
[2025-10-13T23:57:08.671461] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRC' from 'https://tdm.silogroup.org/data/derivative_storage/KRC.csv'.
[2025-10-13T23:57:08.682584] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRC'.
[2025-10-13T23:57:08.683136] [INFO ] [FORECASTER] Starting predict_future for KRC
[2025-10-13T23:57:08.710738] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:08.711671] [DEBUG] [LOCAL     ] No optimal features file found for KRC: ./output/feature-sets/KRC.txt
[2025-10-13T23:57:08.711737] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:08.711775] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:08.711806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:08.711868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:08.734993] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:08.736454] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:08.736583] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:08.736710] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:08.786007] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:08.786265] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:08.786312] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:08.786344] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:08.790686] [DEBUG] [FORECASTER] KRC: Forecast T+1@11:T+2@11: UP (p=99.47%)
[2025-10-13T23:57:08.791026] [INFO ] [FORECASTER] Completed predict_future for KRC
[2025-10-13T23:57:08.791190] [INFO ] [sig       ] KRC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:08.937208] [INFO ] [LOCAL     ] Saved forecast: KRC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KRC.txt
[2025-10-13T23:57:08.937597] [INFO ] [sig       ] [1039/1810] Completed KRC in 0.3s | 4.17 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:08.937681] [INFO ] [sig       ] [1040/1810] Forecasting KREF...
[2025-10-13T23:57:08.937731] [INFO ] [sig       ] Generating forecast for: KREF
[2025-10-13T23:57:08.937783] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KREF' from 'https://tdm.silogroup.org/data/derivative_storage/KREF.csv'.
[2025-10-13T23:57:08.948120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KREF'.
[2025-10-13T23:57:08.948725] [INFO ] [FORECASTER] Starting predict_future for KREF
[2025-10-13T23:57:08.976030] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:08.976950] [DEBUG] [LOCAL     ] No optimal features file found for KREF: ./output/feature-sets/KREF.txt
[2025-10-13T23:57:08.977010] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:08.977049] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:08.977080] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:08.977141] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:08.995167] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:08.995976] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:08.996080] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:08.996117] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:09.041139] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:09.041325] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:09.041368] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:09.041399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:09.045264] [DEBUG] [FORECASTER] KREF: Forecast T+1@11:T+2@11: UP (p=94.58%)
[2025-10-13T23:57:09.045550] [INFO ] [FORECASTER] Completed predict_future for KREF
[2025-10-13T23:57:09.045754] [INFO ] [sig       ] KREF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:09.211762] [INFO ] [LOCAL     ] Saved forecast: KREF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KREF.txt
[2025-10-13T23:57:09.212148] [INFO ] [sig       ] [1040/1810] Completed KREF in 0.3s | 4.17 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:09.212192] [INFO ] [sig       ] [1041/1810] Forecasting KRG...
[2025-10-13T23:57:09.212225] [INFO ] [sig       ] Generating forecast for: KRG
[2025-10-13T23:57:09.212259] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRG' from 'https://tdm.silogroup.org/data/derivative_storage/KRG.csv'.
[2025-10-13T23:57:09.222874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRG'.
[2025-10-13T23:57:09.223290] [INFO ] [FORECASTER] Starting predict_future for KRG
[2025-10-13T23:57:09.248381] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:09.249149] [DEBUG] [LOCAL     ] No optimal features file found for KRG: ./output/feature-sets/KRG.txt
[2025-10-13T23:57:09.249206] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:09.249240] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:09.249267] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:09.249325] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:09.266278] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:09.266895] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:09.266978] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:09.267011] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:09.309489] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:09.309665] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:09.309728] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:09.309762] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:09.313210] [DEBUG] [FORECASTER] KRG: Forecast T+1@11:T+2@11: UP (p=92.93%)
[2025-10-13T23:57:09.313480] [INFO ] [FORECASTER] Completed predict_future for KRG
[2025-10-13T23:57:09.313667] [INFO ] [sig       ] KRG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:09.455084] [INFO ] [LOCAL     ] Saved forecast: KRG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KRG.txt
[2025-10-13T23:57:09.455343] [INFO ] [sig       ] [1041/1810] Completed KRG in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:09.455385] [INFO ] [sig       ] [1042/1810] Forecasting KRO...
[2025-10-13T23:57:09.455414] [INFO ] [sig       ] Generating forecast for: KRO
[2025-10-13T23:57:09.455446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRO' from 'https://tdm.silogroup.org/data/derivative_storage/KRO.csv'.
[2025-10-13T23:57:09.464842] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRO'.
[2025-10-13T23:57:09.465177] [INFO ] [FORECASTER] Starting predict_future for KRO
[2025-10-13T23:57:09.490329] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:09.491071] [DEBUG] [LOCAL     ] No optimal features file found for KRO: ./output/feature-sets/KRO.txt
[2025-10-13T23:57:09.491138] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:09.491181] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:09.491217] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:09.491279] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:09.508967] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:09.509526] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:09.509606] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:09.509639] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:09.549602] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:09.549699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:09.549746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:09.549777] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:09.552790] [DEBUG] [FORECASTER] KRO: Forecast T+1@11:T+2@11: UP (p=75.86%)
[2025-10-13T23:57:09.553035] [INFO ] [FORECASTER] Completed predict_future for KRO
[2025-10-13T23:57:09.553177] [INFO ] [sig       ] KRO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:09.693823] [INFO ] [LOCAL     ] Saved forecast: KRO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KRO.txt
[2025-10-13T23:57:09.694012] [INFO ] [sig       ] [1042/1810] Completed KRO in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:09.694054] [INFO ] [sig       ] [1043/1810] Forecasting KRP...
[2025-10-13T23:57:09.694088] [INFO ] [sig       ] Generating forecast for: KRP
[2025-10-13T23:57:09.694127] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KRP' from 'https://tdm.silogroup.org/data/derivative_storage/KRP.csv'.
[2025-10-13T23:57:09.705618] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KRP'.
[2025-10-13T23:57:09.706234] [INFO ] [FORECASTER] Starting predict_future for KRP
[2025-10-13T23:57:09.731723] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:09.732393] [DEBUG] [LOCAL     ] No optimal features file found for KRP: ./output/feature-sets/KRP.txt
[2025-10-13T23:57:09.732448] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:09.732483] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:09.732511] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:09.732569] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:09.750122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:09.750687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:09.750773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:09.750826] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:09.787263] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:09.787382] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:09.787448] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:09.787506] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:09.790849] [DEBUG] [FORECASTER] KRP: Forecast T+1@11:T+2@11: UP (p=71.03%)
[2025-10-13T23:57:09.791116] [INFO ] [FORECASTER] Completed predict_future for KRP
[2025-10-13T23:57:09.791262] [INFO ] [sig       ] KRP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:09.941876] [INFO ] [LOCAL     ] Saved forecast: KRP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KRP.txt
[2025-10-13T23:57:09.942188] [INFO ] [sig       ] [1043/1810] Completed KRP in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:09.942232] [INFO ] [sig       ] [1044/1810] Forecasting KSS...
[2025-10-13T23:57:09.942270] [INFO ] [sig       ] Generating forecast for: KSS
[2025-10-13T23:57:09.942303] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KSS' from 'https://tdm.silogroup.org/data/derivative_storage/KSS.csv'.
[2025-10-13T23:57:09.952719] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KSS'.
[2025-10-13T23:57:09.953102] [INFO ] [FORECASTER] Starting predict_future for KSS
[2025-10-13T23:57:09.978822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:09.979515] [DEBUG] [LOCAL     ] No optimal features file found for KSS: ./output/feature-sets/KSS.txt
[2025-10-13T23:57:09.979569] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:09.979603] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:09.979630] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:09.979726] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:09.996860] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:09.997450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:09.997568] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:09.997611] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:10.033547] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:10.033787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:10.033841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:10.033874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:10.037541] [DEBUG] [FORECASTER] KSS: Forecast T+1@11:T+2@11: UP (p=96.18%)
[2025-10-13T23:57:10.037859] [INFO ] [FORECASTER] Completed predict_future for KSS
[2025-10-13T23:57:10.038009] [INFO ] [sig       ] KSS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:10.178447] [INFO ] [LOCAL     ] Saved forecast: KSS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KSS.txt
[2025-10-13T23:57:10.178773] [INFO ] [sig       ] [1044/1810] Completed KSS in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:10.178835] [INFO ] [sig       ] [1045/1810] Forecasting KT...
[2025-10-13T23:57:10.178869] [INFO ] [sig       ] Generating forecast for: KT
[2025-10-13T23:57:10.178903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KT' from 'https://tdm.silogroup.org/data/derivative_storage/KT.csv'.
[2025-10-13T23:57:10.188760] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KT'.
[2025-10-13T23:57:10.189127] [INFO ] [FORECASTER] Starting predict_future for KT
[2025-10-13T23:57:10.216019] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:10.216917] [DEBUG] [LOCAL     ] No optimal features file found for KT: ./output/feature-sets/KT.txt
[2025-10-13T23:57:10.216973] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:10.217029] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:10.217059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:10.217115] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:10.233910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:10.234449] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:10.234531] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:10.234566] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:10.270398] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:10.270467] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:10.270501] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:10.270561] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:10.275300] [DEBUG] [FORECASTER] KT: Forecast T+1@11:T+2@11: DOWN (p=13.92%)
[2025-10-13T23:57:10.275539] [INFO ] [FORECASTER] Completed predict_future for KT
[2025-10-13T23:57:10.275708] [INFO ] [sig       ] KT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:10.412907] [INFO ] [LOCAL     ] Saved forecast: KT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KT.txt
[2025-10-13T23:57:10.413117] [INFO ] [sig       ] [1045/1810] Completed KT in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:10.413163] [INFO ] [sig       ] [1046/1810] Forecasting KTB...
[2025-10-13T23:57:10.413193] [INFO ] [sig       ] Generating forecast for: KTB
[2025-10-13T23:57:10.413224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KTB' from 'https://tdm.silogroup.org/data/derivative_storage/KTB.csv'.
[2025-10-13T23:57:10.422430] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KTB'.
[2025-10-13T23:57:10.422901] [INFO ] [FORECASTER] Starting predict_future for KTB
[2025-10-13T23:57:10.449689] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:10.450515] [DEBUG] [LOCAL     ] No optimal features file found for KTB: ./output/feature-sets/KTB.txt
[2025-10-13T23:57:10.450571] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:10.450605] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:10.450633] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:10.450740] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:10.468124] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:10.469087] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:10.469189] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:10.469223] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:10.506380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:10.506585] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:10.506630] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:10.506702] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:10.510436] [DEBUG] [FORECASTER] KTB: Forecast T+1@11:T+2@11: DOWN (p=11.69%)
[2025-10-13T23:57:10.510791] [INFO ] [FORECASTER] Completed predict_future for KTB
[2025-10-13T23:57:10.510942] [INFO ] [sig       ] KTB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:10.669516] [INFO ] [LOCAL     ] Saved forecast: KTB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KTB.txt
[2025-10-13T23:57:10.669865] [INFO ] [sig       ] [1046/1810] Completed KTB in 0.3s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:10.669929] [INFO ] [sig       ] [1047/1810] Forecasting KTF...
[2025-10-13T23:57:10.669964] [INFO ] [sig       ] Generating forecast for: KTF
[2025-10-13T23:57:10.670000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KTF' from 'https://tdm.silogroup.org/data/derivative_storage/KTF.csv'.
[2025-10-13T23:57:10.679501] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KTF'.
[2025-10-13T23:57:10.679863] [INFO ] [FORECASTER] Starting predict_future for KTF
[2025-10-13T23:57:10.711276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:10.712123] [DEBUG] [LOCAL     ] No optimal features file found for KTF: ./output/feature-sets/KTF.txt
[2025-10-13T23:57:10.712203] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:10.712261] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:10.712326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:10.712428] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:10.733819] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:10.734623] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:10.734739] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:10.734782] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:10.776317] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:10.776466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:10.776512] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:10.776571] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:10.781413] [DEBUG] [FORECASTER] KTF: Forecast T+1@11:T+2@11: DOWN (p=21.22%)
[2025-10-13T23:57:10.781748] [INFO ] [FORECASTER] Completed predict_future for KTF
[2025-10-13T23:57:10.781909] [INFO ] [sig       ] KTF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:10.930375] [INFO ] [LOCAL     ] Saved forecast: KTF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KTF.txt
[2025-10-13T23:57:10.930740] [INFO ] [sig       ] [1047/1810] Completed KTF in 0.3s | 4.16 sym/s | Total: 4.2m | ETA: 3.1m
[2025-10-13T23:57:10.930804] [INFO ] [sig       ] [1048/1810] Forecasting KVUE...
[2025-10-13T23:57:10.930840] [INFO ] [sig       ] Generating forecast for: KVUE
[2025-10-13T23:57:10.930874] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KVUE' from 'https://tdm.silogroup.org/data/derivative_storage/KVUE.csv'.
[2025-10-13T23:57:10.940669] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KVUE'.
[2025-10-13T23:57:10.940957] [INFO ] [FORECASTER] Starting predict_future for KVUE
[2025-10-13T23:57:10.966021] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:10.966779] [DEBUG] [LOCAL     ] No optimal features file found for KVUE: ./output/feature-sets/KVUE.txt
[2025-10-13T23:57:10.966835] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:10.966869] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:10.966897] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:10.966955] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:10.983797] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:10.984413] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:10.984498] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:10.984531] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:11.019504] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:11.019636] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:11.019717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:11.019752] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:11.023052] [DEBUG] [FORECASTER] KVUE: Forecast T+1@11:T+2@11: UP (p=62.41%)
[2025-10-13T23:57:11.023318] [INFO ] [FORECASTER] Completed predict_future for KVUE
[2025-10-13T23:57:11.023479] [INFO ] [sig       ] KVUE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:11.163030] [INFO ] [LOCAL     ] Saved forecast: KVUE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KVUE.txt
[2025-10-13T23:57:11.163266] [INFO ] [sig       ] [1048/1810] Completed KVUE in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:11.163351] [INFO ] [sig       ] [1049/1810] Forecasting KVYO...
[2025-10-13T23:57:11.163390] [INFO ] [sig       ] Generating forecast for: KVYO
[2025-10-13T23:57:11.163431] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KVYO' from 'https://tdm.silogroup.org/data/derivative_storage/KVYO.csv'.
[2025-10-13T23:57:11.171612] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'KVYO'.
[2025-10-13T23:57:11.171935] [INFO ] [FORECASTER] Starting predict_future for KVYO
[2025-10-13T23:57:11.196868] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:11.197574] [DEBUG] [LOCAL     ] No optimal features file found for KVYO: ./output/feature-sets/KVYO.txt
[2025-10-13T23:57:11.197630] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:11.197699] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:11.197738] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:11.197795] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:11.214789] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:11.215355] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:11.215437] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:11.215471] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:11.250591] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:11.250750] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:11.250801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:11.250831] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:11.254101] [DEBUG] [FORECASTER] KVYO: Forecast T+1@11:T+2@11: DOWN (p=20.03%)
[2025-10-13T23:57:11.254364] [INFO ] [FORECASTER] Completed predict_future for KVYO
[2025-10-13T23:57:11.254497] [INFO ] [sig       ] KVYO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:11.396255] [INFO ] [LOCAL     ] Saved forecast: KVYO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KVYO.txt
[2025-10-13T23:57:11.396494] [INFO ] [sig       ] [1049/1810] Completed KVYO in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:11.396537] [INFO ] [sig       ] [1050/1810] Forecasting KW...
[2025-10-13T23:57:11.396568] [INFO ] [sig       ] Generating forecast for: KW
[2025-10-13T23:57:11.396600] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KW' from 'https://tdm.silogroup.org/data/derivative_storage/KW.csv'.
[2025-10-13T23:57:11.404637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KW'.
[2025-10-13T23:57:11.404954] [INFO ] [FORECASTER] Starting predict_future for KW
[2025-10-13T23:57:11.430146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:11.430877] [DEBUG] [LOCAL     ] No optimal features file found for KW: ./output/feature-sets/KW.txt
[2025-10-13T23:57:11.430931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:11.430965] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:11.430993] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:11.431051] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:11.448058] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:11.448630] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:11.448737] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:11.448775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:11.485117] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:11.485235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:11.485276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:11.485304] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:11.489725] [DEBUG] [FORECASTER] KW: Forecast T+1@11:T+2@11: DOWN (p=11.15%)
[2025-10-13T23:57:11.489998] [INFO ] [FORECASTER] Completed predict_future for KW
[2025-10-13T23:57:11.490136] [INFO ] [sig       ] KW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:11.630793] [INFO ] [LOCAL     ] Saved forecast: KW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/KW.txt
[2025-10-13T23:57:11.631027] [INFO ] [sig       ] [1050/1810] Completed KW in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:11.631082] [INFO ] [sig       ] [1051/1810] Forecasting KWR...
[2025-10-13T23:57:11.631116] [INFO ] [sig       ] Generating forecast for: KWR
[2025-10-13T23:57:11.631149] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KWR' from 'https://tdm.silogroup.org/data/derivative_storage/KWR.csv'.
[2025-10-13T23:57:11.641002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KWR'.
[2025-10-13T23:57:11.641273] [INFO ] [FORECASTER] Starting predict_future for KWR
[2025-10-13T23:57:11.665573] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:11.666251] [DEBUG] [LOCAL     ] No optimal features file found for KWR: ./output/feature-sets/KWR.txt
[2025-10-13T23:57:11.666306] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:11.666339] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:11.666366] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:11.666422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:11.683276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:11.683909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:11.683988] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:11.684021] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:11.720502] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:11.720576] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:11.720612] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:11.720662] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:11.723626] [DEBUG] [FORECASTER] KWR: Forecast T+1@11:T+2@11: UP (p=59.23%)
[2025-10-13T23:57:11.723905] [INFO ] [FORECASTER] Completed predict_future for KWR
[2025-10-13T23:57:11.724038] [INFO ] [sig       ] KWR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:11.863250] [INFO ] [LOCAL     ] Saved forecast: KWR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KWR.txt
[2025-10-13T23:57:11.863479] [INFO ] [sig       ] [1051/1810] Completed KWR in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:11.863521] [INFO ] [sig       ] [1052/1810] Forecasting KYN...
[2025-10-13T23:57:11.863551] [INFO ] [sig       ] Generating forecast for: KYN
[2025-10-13T23:57:11.863583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'KYN' from 'https://tdm.silogroup.org/data/derivative_storage/KYN.csv'.
[2025-10-13T23:57:11.873191] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'KYN'.
[2025-10-13T23:57:11.873443] [INFO ] [FORECASTER] Starting predict_future for KYN
[2025-10-13T23:57:11.897993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:11.898741] [DEBUG] [LOCAL     ] No optimal features file found for KYN: ./output/feature-sets/KYN.txt
[2025-10-13T23:57:11.898797] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:11.898845] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:11.898874] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:11.898929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:11.915681] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:11.916209] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:11.916288] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:11.916322] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:11.954153] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:11.954232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:11.954268] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:11.954296] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:11.957297] [DEBUG] [FORECASTER] KYN: Forecast T+1@11:T+2@11: UP (p=97.91%)
[2025-10-13T23:57:11.957576] [INFO ] [FORECASTER] Completed predict_future for KYN
[2025-10-13T23:57:11.957752] [INFO ] [sig       ] KYN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:12.096144] [INFO ] [LOCAL     ] Saved forecast: KYN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/KYN.txt
[2025-10-13T23:57:12.096378] [INFO ] [sig       ] [1052/1810] Completed KYN in 0.2s | 4.16 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:12.096419] [INFO ] [sig       ] [1053/1810] Forecasting L...
[2025-10-13T23:57:12.096451] [INFO ] [sig       ] Generating forecast for: L
[2025-10-13T23:57:12.096483] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'L' from 'https://tdm.silogroup.org/data/derivative_storage/L.csv'.
[2025-10-13T23:57:12.105944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'L'.
[2025-10-13T23:57:12.106286] [INFO ] [FORECASTER] Starting predict_future for L
[2025-10-13T23:57:12.130958] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:12.131613] [DEBUG] [LOCAL     ] No optimal features file found for L: ./output/feature-sets/L.txt
[2025-10-13T23:57:12.131692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:12.131736] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:12.131765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:12.131826] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:12.148616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:12.149169] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:12.149252] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:12.149285] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:12.187944] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:12.188031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:12.188068] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:12.188097] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:12.191171] [DEBUG] [FORECASTER] L: Forecast T+1@11:T+2@11: UP (p=61.79%)
[2025-10-13T23:57:12.191417] [INFO ] [FORECASTER] Completed predict_future for L
[2025-10-13T23:57:12.191548] [INFO ] [sig       ] L: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:12.330063] [INFO ] [LOCAL     ] Saved forecast: L	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/L.txt
[2025-10-13T23:57:12.330290] [INFO ] [sig       ] [1053/1810] Completed L in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:12.330331] [INFO ] [sig       ] [1054/1810] Forecasting LAC...
[2025-10-13T23:57:12.330362] [INFO ] [sig       ] Generating forecast for: LAC
[2025-10-13T23:57:12.330393] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAC' from 'https://tdm.silogroup.org/data/derivative_storage/LAC.csv'.
[2025-10-13T23:57:12.339456] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAC'.
[2025-10-13T23:57:12.339758] [INFO ] [FORECASTER] Starting predict_future for LAC
[2025-10-13T23:57:12.364202] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:12.364886] [DEBUG] [LOCAL     ] No optimal features file found for LAC: ./output/feature-sets/LAC.txt
[2025-10-13T23:57:12.364940] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:12.364973] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:12.365000] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:12.365058] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:12.382071] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:12.382593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:12.382701] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:12.382751] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:12.421021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:12.421093] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:12.421128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:12.421156] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:12.424082] [DEBUG] [FORECASTER] LAC: Forecast T+1@11:T+2@11: UP (p=92.15%)
[2025-10-13T23:57:12.424325] [INFO ] [FORECASTER] Completed predict_future for LAC
[2025-10-13T23:57:12.424454] [INFO ] [sig       ] LAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:12.563883] [INFO ] [LOCAL     ] Saved forecast: LAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LAC.txt
[2025-10-13T23:57:12.564196] [INFO ] [sig       ] [1054/1810] Completed LAC in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:12.564242] [INFO ] [sig       ] [1055/1810] Forecasting LADR...
[2025-10-13T23:57:12.564273] [INFO ] [sig       ] Generating forecast for: LADR
[2025-10-13T23:57:12.564306] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LADR' from 'https://tdm.silogroup.org/data/derivative_storage/LADR.csv'.
[2025-10-13T23:57:12.574548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LADR'.
[2025-10-13T23:57:12.574943] [INFO ] [FORECASTER] Starting predict_future for LADR
[2025-10-13T23:57:12.599805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:12.600497] [DEBUG] [LOCAL     ] No optimal features file found for LADR: ./output/feature-sets/LADR.txt
[2025-10-13T23:57:12.600552] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:12.600585] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:12.600612] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:12.600742] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:12.618633] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:12.619476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:12.619561] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:12.619594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:12.653159] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:12.653237] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:12.653273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:12.653301] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:12.656228] [DEBUG] [FORECASTER] LADR: Forecast T+1@11:T+2@11: UP (p=99.21%)
[2025-10-13T23:57:12.656470] [INFO ] [FORECASTER] Completed predict_future for LADR
[2025-10-13T23:57:12.656596] [INFO ] [sig       ] LADR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:12.795030] [INFO ] [LOCAL     ] Saved forecast: LADR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LADR.txt
[2025-10-13T23:57:12.795237] [INFO ] [sig       ] [1055/1810] Completed LADR in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:12.795278] [INFO ] [sig       ] [1056/1810] Forecasting LANV...
[2025-10-13T23:57:12.795308] [INFO ] [sig       ] Generating forecast for: LANV
[2025-10-13T23:57:12.795341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LANV' from 'https://tdm.silogroup.org/data/derivative_storage/LANV.csv'.
[2025-10-13T23:57:12.803374] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'LANV'.
[2025-10-13T23:57:12.803620] [INFO ] [FORECASTER] Starting predict_future for LANV
[2025-10-13T23:57:12.827991] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:12.828636] [DEBUG] [LOCAL     ] No optimal features file found for LANV: ./output/feature-sets/LANV.txt
[2025-10-13T23:57:12.828716] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:12.828752] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:12.828779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:12.828835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:12.845776] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:12.846324] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:12.846404] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:12.846437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:12.878899] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:12.878967] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:12.879002] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:12.879030] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:12.881947] [DEBUG] [FORECASTER] LANV: Forecast T+1@11:T+2@11: DOWN (p=39.85%)
[2025-10-13T23:57:12.882186] [INFO ] [FORECASTER] Completed predict_future for LANV
[2025-10-13T23:57:12.882316] [INFO ] [sig       ] LANV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:13.021117] [INFO ] [LOCAL     ] Saved forecast: LANV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LANV.txt
[2025-10-13T23:57:13.021329] [INFO ] [sig       ] [1056/1810] Completed LANV in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:13.021371] [INFO ] [sig       ] [1057/1810] Forecasting LAW...
[2025-10-13T23:57:13.021402] [INFO ] [sig       ] Generating forecast for: LAW
[2025-10-13T23:57:13.021434] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAW' from 'https://tdm.silogroup.org/data/derivative_storage/LAW.csv'.
[2025-10-13T23:57:13.029957] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAW'.
[2025-10-13T23:57:13.030216] [INFO ] [FORECASTER] Starting predict_future for LAW
[2025-10-13T23:57:13.054496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:13.055175] [DEBUG] [LOCAL     ] No optimal features file found for LAW: ./output/feature-sets/LAW.txt
[2025-10-13T23:57:13.055229] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:13.055262] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:13.055291] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:13.055346] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:13.072165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:13.072707] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:13.072789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:13.072822] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:13.108075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:13.108174] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:13.108218] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:13.108253] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:13.111208] [DEBUG] [FORECASTER] LAW: Forecast T+1@11:T+2@11: UP (p=54.76%)
[2025-10-13T23:57:13.111449] [INFO ] [FORECASTER] Completed predict_future for LAW
[2025-10-13T23:57:13.111574] [INFO ] [sig       ] LAW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:13.249919] [INFO ] [LOCAL     ] Saved forecast: LAW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LAW.txt
[2025-10-13T23:57:13.250142] [INFO ] [sig       ] [1057/1810] Completed LAW in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:13.250184] [INFO ] [sig       ] [1058/1810] Forecasting LAZ...
[2025-10-13T23:57:13.250214] [INFO ] [sig       ] Generating forecast for: LAZ
[2025-10-13T23:57:13.250248] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LAZ' from 'https://tdm.silogroup.org/data/derivative_storage/LAZ.csv'.
[2025-10-13T23:57:13.259673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LAZ'.
[2025-10-13T23:57:13.260031] [INFO ] [FORECASTER] Starting predict_future for LAZ
[2025-10-13T23:57:13.284725] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:13.285379] [DEBUG] [LOCAL     ] No optimal features file found for LAZ: ./output/feature-sets/LAZ.txt
[2025-10-13T23:57:13.285432] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:13.285464] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:13.285491] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:13.285547] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:13.302316] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:13.302879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:13.302959] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:13.302992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:13.336484] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:13.336559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:13.336625] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:13.337021] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:13.341416] [DEBUG] [FORECASTER] LAZ: Forecast T+1@11:T+2@11: DOWN (p=17.24%)
[2025-10-13T23:57:13.341693] [INFO ] [FORECASTER] Completed predict_future for LAZ
[2025-10-13T23:57:13.341829] [INFO ] [sig       ] LAZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:13.481252] [INFO ] [LOCAL     ] Saved forecast: LAZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LAZ.txt
[2025-10-13T23:57:13.481565] [INFO ] [sig       ] [1058/1810] Completed LAZ in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:13.481608] [INFO ] [sig       ] [1059/1810] Forecasting LB...
[2025-10-13T23:57:13.481664] [INFO ] [sig       ] Generating forecast for: LB
[2025-10-13T23:57:13.481728] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LB' from 'https://tdm.silogroup.org/data/derivative_storage/LB.csv'.
[2025-10-13T23:57:13.490376] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LB'.
[2025-10-13T23:57:13.490834] [INFO ] [FORECASTER] Starting predict_future for LB
[2025-10-13T23:57:13.516135] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:13.516950] [DEBUG] [LOCAL     ] No optimal features file found for LB: ./output/feature-sets/LB.txt
[2025-10-13T23:57:13.517007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:13.517065] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:13.517096] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:13.517153] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:13.534371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:13.535241] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:13.535328] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:13.535362] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:13.568634] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:13.568738] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:13.568778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:13.568807] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:13.571780] [DEBUG] [FORECASTER] LB: Forecast T+1@11:T+2@11: DOWN (p=3.33%)
[2025-10-13T23:57:13.572027] [INFO ] [FORECASTER] Completed predict_future for LB
[2025-10-13T23:57:13.572151] [INFO ] [sig       ] LB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:13.709881] [INFO ] [LOCAL     ] Saved forecast: LB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LB.txt
[2025-10-13T23:57:13.710162] [INFO ] [sig       ] [1059/1810] Completed LB in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:13.710206] [INFO ] [sig       ] [1060/1810] Forecasting LBRT...
[2025-10-13T23:57:13.710239] [INFO ] [sig       ] Generating forecast for: LBRT
[2025-10-13T23:57:13.710272] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LBRT' from 'https://tdm.silogroup.org/data/derivative_storage/LBRT.csv'.
[2025-10-13T23:57:13.718862] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LBRT'.
[2025-10-13T23:57:13.719142] [INFO ] [FORECASTER] Starting predict_future for LBRT
[2025-10-13T23:57:13.743860] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:13.744511] [DEBUG] [LOCAL     ] No optimal features file found for LBRT: ./output/feature-sets/LBRT.txt
[2025-10-13T23:57:13.744565] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:13.744598] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:13.744626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:13.744715] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:13.761455] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:13.762069] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:13.762152] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:13.762185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:13.795807] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:13.795889] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:13.795924] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:13.795953] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:13.798925] [DEBUG] [FORECASTER] LBRT: Forecast T+1@11:T+2@11: UP (p=60.08%)
[2025-10-13T23:57:13.799170] [INFO ] [FORECASTER] Completed predict_future for LBRT
[2025-10-13T23:57:13.799296] [INFO ] [sig       ] LBRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:13.937025] [INFO ] [LOCAL     ] Saved forecast: LBRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LBRT.txt
[2025-10-13T23:57:13.937238] [INFO ] [sig       ] [1060/1810] Completed LBRT in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:13.937280] [INFO ] [sig       ] [1061/1810] Forecasting LC...
[2025-10-13T23:57:13.937310] [INFO ] [sig       ] Generating forecast for: LC
[2025-10-13T23:57:13.937343] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LC' from 'https://tdm.silogroup.org/data/derivative_storage/LC.csv'.
[2025-10-13T23:57:13.945637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LC'.
[2025-10-13T23:57:13.945924] [INFO ] [FORECASTER] Starting predict_future for LC
[2025-10-13T23:57:13.970263] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:13.971026] [DEBUG] [LOCAL     ] No optimal features file found for LC: ./output/feature-sets/LC.txt
[2025-10-13T23:57:13.971081] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:13.971114] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:13.971142] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:13.971199] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:13.988018] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:13.988550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:13.988627] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:13.988696] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:14.021819] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:14.021997] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:14.022039] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:14.022067] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:14.025531] [DEBUG] [FORECASTER] LC: Forecast T+1@11:T+2@11: UP (p=98.39%)
[2025-10-13T23:57:14.025845] [INFO ] [FORECASTER] Completed predict_future for LC
[2025-10-13T23:57:14.025985] [INFO ] [sig       ] LC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:14.164152] [INFO ] [LOCAL     ] Saved forecast: LC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LC.txt
[2025-10-13T23:57:14.164404] [INFO ] [sig       ] [1061/1810] Completed LC in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:14.164450] [INFO ] [sig       ] [1062/1810] Forecasting LCII...
[2025-10-13T23:57:14.164481] [INFO ] [sig       ] Generating forecast for: LCII
[2025-10-13T23:57:14.164512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LCII' from 'https://tdm.silogroup.org/data/derivative_storage/LCII.csv'.
[2025-10-13T23:57:14.173481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LCII'.
[2025-10-13T23:57:14.173822] [INFO ] [FORECASTER] Starting predict_future for LCII
[2025-10-13T23:57:14.198265] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:14.198949] [DEBUG] [LOCAL     ] No optimal features file found for LCII: ./output/feature-sets/LCII.txt
[2025-10-13T23:57:14.199003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:14.199035] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:14.199062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:14.199118] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:14.215778] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:14.216299] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:14.216380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:14.216413] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:14.248802] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:14.248872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:14.248907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:14.248935] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:14.251827] [DEBUG] [FORECASTER] LCII: Forecast T+1@11:T+2@11: UP (p=96.22%)
[2025-10-13T23:57:14.252067] [INFO ] [FORECASTER] Completed predict_future for LCII
[2025-10-13T23:57:14.252192] [INFO ] [sig       ] LCII: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:14.390050] [INFO ] [LOCAL     ] Saved forecast: LCII	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LCII.txt
[2025-10-13T23:57:14.390275] [INFO ] [sig       ] [1062/1810] Completed LCII in 0.2s | 4.17 sym/s | Total: 4.2m | ETA: 3.0m
[2025-10-13T23:57:14.390326] [INFO ] [sig       ] [1063/1810] Forecasting LDI...
[2025-10-13T23:57:14.390363] [INFO ] [sig       ] Generating forecast for: LDI
[2025-10-13T23:57:14.390397] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDI' from 'https://tdm.silogroup.org/data/derivative_storage/LDI.csv'.
[2025-10-13T23:57:14.398831] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDI'.
[2025-10-13T23:57:14.399084] [INFO ] [FORECASTER] Starting predict_future for LDI
[2025-10-13T23:57:14.423301] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:14.423981] [DEBUG] [LOCAL     ] No optimal features file found for LDI: ./output/feature-sets/LDI.txt
[2025-10-13T23:57:14.424036] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:14.424069] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:14.424097] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:14.424154] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:14.440889] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:14.441406] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:14.441485] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:14.441517] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:14.477292] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:14.477360] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:14.477395] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:14.477423] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:14.480410] [DEBUG] [FORECASTER] LDI: Forecast T+1@11:T+2@11: DOWN (p=25.69%)
[2025-10-13T23:57:14.480674] [INFO ] [FORECASTER] Completed predict_future for LDI
[2025-10-13T23:57:14.480815] [INFO ] [sig       ] LDI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:14.618697] [INFO ] [LOCAL     ] Saved forecast: LDI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LDI.txt
[2025-10-13T23:57:14.618896] [INFO ] [sig       ] [1063/1810] Completed LDI in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:14.618938] [INFO ] [sig       ] [1064/1810] Forecasting LDOS...
[2025-10-13T23:57:14.618967] [INFO ] [sig       ] Generating forecast for: LDOS
[2025-10-13T23:57:14.618998] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDOS' from 'https://tdm.silogroup.org/data/derivative_storage/LDOS.csv'.
[2025-10-13T23:57:14.627415] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDOS'.
[2025-10-13T23:57:14.627710] [INFO ] [FORECASTER] Starting predict_future for LDOS
[2025-10-13T23:57:14.652068] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:14.652796] [DEBUG] [LOCAL     ] No optimal features file found for LDOS: ./output/feature-sets/LDOS.txt
[2025-10-13T23:57:14.652851] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:14.652884] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:14.652911] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:14.652966] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:14.669895] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:14.670416] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:14.670494] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:14.670527] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:14.703297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:14.703368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:14.703421] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:14.703451] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:14.706386] [DEBUG] [FORECASTER] LDOS: Forecast T+1@11:T+2@11: DOWN (p=49.38%)
[2025-10-13T23:57:14.706626] [INFO ] [FORECASTER] Completed predict_future for LDOS
[2025-10-13T23:57:14.706790] [INFO ] [sig       ] LDOS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:14.844606] [INFO ] [LOCAL     ] Saved forecast: LDOS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LDOS.txt
[2025-10-13T23:57:14.844853] [INFO ] [sig       ] [1064/1810] Completed LDOS in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:14.844904] [INFO ] [sig       ] [1065/1810] Forecasting LDP...
[2025-10-13T23:57:14.844935] [INFO ] [sig       ] Generating forecast for: LDP
[2025-10-13T23:57:14.844967] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LDP' from 'https://tdm.silogroup.org/data/derivative_storage/LDP.csv'.
[2025-10-13T23:57:14.853289] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LDP'.
[2025-10-13T23:57:14.853593] [INFO ] [FORECASTER] Starting predict_future for LDP
[2025-10-13T23:57:14.878002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:14.878711] [DEBUG] [LOCAL     ] No optimal features file found for LDP: ./output/feature-sets/LDP.txt
[2025-10-13T23:57:14.878766] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:14.878799] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:14.878826] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:14.878882] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:14.895575] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:14.896135] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:14.896219] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:14.896259] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:14.929437] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:14.929507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:14.929542] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:14.929570] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:14.932535] [DEBUG] [FORECASTER] LDP: Forecast T+1@11:T+2@11: UP (p=96.60%)
[2025-10-13T23:57:14.932812] [INFO ] [FORECASTER] Completed predict_future for LDP
[2025-10-13T23:57:14.932944] [INFO ] [sig       ] LDP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:15.070849] [INFO ] [LOCAL     ] Saved forecast: LDP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LDP.txt
[2025-10-13T23:57:15.071046] [INFO ] [sig       ] [1065/1810] Completed LDP in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:15.071087] [INFO ] [sig       ] [1066/1810] Forecasting LEA...
[2025-10-13T23:57:15.071117] [INFO ] [sig       ] Generating forecast for: LEA
[2025-10-13T23:57:15.071148] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEA' from 'https://tdm.silogroup.org/data/derivative_storage/LEA.csv'.
[2025-10-13T23:57:15.080476] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEA'.
[2025-10-13T23:57:15.080851] [INFO ] [FORECASTER] Starting predict_future for LEA
[2025-10-13T23:57:15.105526] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:15.106264] [DEBUG] [LOCAL     ] No optimal features file found for LEA: ./output/feature-sets/LEA.txt
[2025-10-13T23:57:15.106318] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:15.106351] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:15.106395] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:15.106453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:15.123271] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:15.123838] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:15.123919] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:15.123953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:15.156232] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:15.156311] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:15.156349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:15.156379] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:15.159406] [DEBUG] [FORECASTER] LEA: Forecast T+1@11:T+2@11: UP (p=76.44%)
[2025-10-13T23:57:15.159679] [INFO ] [FORECASTER] Completed predict_future for LEA
[2025-10-13T23:57:15.159821] [INFO ] [sig       ] LEA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:15.371034] [INFO ] [LOCAL     ] Saved forecast: LEA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LEA.txt
[2025-10-13T23:57:15.371269] [INFO ] [sig       ] [1066/1810] Completed LEA in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:15.371314] [INFO ] [sig       ] [1067/1810] Forecasting LEG...
[2025-10-13T23:57:15.371345] [INFO ] [sig       ] Generating forecast for: LEG
[2025-10-13T23:57:15.371379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEG' from 'https://tdm.silogroup.org/data/derivative_storage/LEG.csv'.
[2025-10-13T23:57:15.380045] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEG'.
[2025-10-13T23:57:15.380297] [INFO ] [FORECASTER] Starting predict_future for LEG
[2025-10-13T23:57:15.404826] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:15.405482] [DEBUG] [LOCAL     ] No optimal features file found for LEG: ./output/feature-sets/LEG.txt
[2025-10-13T23:57:15.405535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:15.405569] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:15.405596] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:15.405674] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:15.422686] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:15.423270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:15.423349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:15.423382] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:15.457290] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:15.457364] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:15.457400] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:15.457428] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:15.460462] [DEBUG] [FORECASTER] LEG: Forecast T+1@11:T+2@11: DOWN (p=28.78%)
[2025-10-13T23:57:15.460744] [INFO ] [FORECASTER] Completed predict_future for LEG
[2025-10-13T23:57:15.460879] [INFO ] [sig       ] LEG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:15.598852] [INFO ] [LOCAL     ] Saved forecast: LEG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LEG.txt
[2025-10-13T23:57:15.599038] [INFO ] [sig       ] [1067/1810] Completed LEG in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:15.599080] [INFO ] [sig       ] [1068/1810] Forecasting LEN...
[2025-10-13T23:57:15.599111] [INFO ] [sig       ] Generating forecast for: LEN
[2025-10-13T23:57:15.599144] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEN' from 'https://tdm.silogroup.org/data/derivative_storage/LEN.csv'.
[2025-10-13T23:57:15.608000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEN'.
[2025-10-13T23:57:15.608336] [INFO ] [FORECASTER] Starting predict_future for LEN
[2025-10-13T23:57:15.632905] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:15.633610] [DEBUG] [LOCAL     ] No optimal features file found for LEN: ./output/feature-sets/LEN.txt
[2025-10-13T23:57:15.633689] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:15.633736] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:15.633814] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:15.633881] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:15.650670] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:15.651211] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:15.651294] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:15.651328] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:15.685277] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:15.685348] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:15.685384] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:15.685413] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:15.688373] [DEBUG] [FORECASTER] LEN: Forecast T+1@11:T+2@11: DOWN (p=5.01%)
[2025-10-13T23:57:15.688612] [INFO ] [FORECASTER] Completed predict_future for LEN
[2025-10-13T23:57:15.688774] [INFO ] [sig       ] LEN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:15.826179] [INFO ] [LOCAL     ] Saved forecast: LEN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LEN.txt
[2025-10-13T23:57:15.826365] [INFO ] [sig       ] [1068/1810] Completed LEN in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:15.826407] [INFO ] [sig       ] [1069/1810] Forecasting LEVI...
[2025-10-13T23:57:15.826437] [INFO ] [sig       ] Generating forecast for: LEVI
[2025-10-13T23:57:15.826469] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LEVI' from 'https://tdm.silogroup.org/data/derivative_storage/LEVI.csv'.
[2025-10-13T23:57:15.834964] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LEVI'.
[2025-10-13T23:57:15.835222] [INFO ] [FORECASTER] Starting predict_future for LEVI
[2025-10-13T23:57:15.859507] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:15.860178] [DEBUG] [LOCAL     ] No optimal features file found for LEVI: ./output/feature-sets/LEVI.txt
[2025-10-13T23:57:15.860232] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:15.860264] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:15.860292] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:15.860348] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:15.877007] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:15.877541] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:15.877627] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:15.877695] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:15.911284] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:15.911353] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:15.911387] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:15.911416] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:15.914364] [DEBUG] [FORECASTER] LEVI: Forecast T+1@11:T+2@11: UP (p=86.27%)
[2025-10-13T23:57:15.914600] [INFO ] [FORECASTER] Completed predict_future for LEVI
[2025-10-13T23:57:15.914757] [INFO ] [sig       ] LEVI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:16.052448] [INFO ] [LOCAL     ] Saved forecast: LEVI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LEVI.txt
[2025-10-13T23:57:16.052667] [INFO ] [sig       ] [1069/1810] Completed LEVI in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:16.052729] [INFO ] [sig       ] [1070/1810] Forecasting LFT...
[2025-10-13T23:57:16.052762] [INFO ] [sig       ] Generating forecast for: LFT
[2025-10-13T23:57:16.052794] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LFT' from 'https://tdm.silogroup.org/data/derivative_storage/LFT.csv'.
[2025-10-13T23:57:16.061048] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LFT'.
[2025-10-13T23:57:16.061297] [INFO ] [FORECASTER] Starting predict_future for LFT
[2025-10-13T23:57:16.085443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:16.086114] [DEBUG] [LOCAL     ] No optimal features file found for LFT: ./output/feature-sets/LFT.txt
[2025-10-13T23:57:16.086169] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:16.086202] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:16.086230] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:16.086288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:16.102958] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:16.103472] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:16.103550] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:16.103583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:16.138131] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:16.138202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:16.138244] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:16.138279] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:16.141228] [DEBUG] [FORECASTER] LFT: Forecast T+1@11:T+2@11: DOWN (p=1.79%)
[2025-10-13T23:57:16.141478] [INFO ] [FORECASTER] Completed predict_future for LFT
[2025-10-13T23:57:16.141607] [INFO ] [sig       ] LFT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:16.278901] [INFO ] [LOCAL     ] Saved forecast: LFT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LFT.txt
[2025-10-13T23:57:16.279081] [INFO ] [sig       ] [1070/1810] Completed LFT in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:16.279121] [INFO ] [sig       ] [1071/1810] Forecasting LGI...
[2025-10-13T23:57:16.279152] [INFO ] [sig       ] Generating forecast for: LGI
[2025-10-13T23:57:16.279184] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LGI' from 'https://tdm.silogroup.org/data/derivative_storage/LGI.csv'.
[2025-10-13T23:57:16.288373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LGI'.
[2025-10-13T23:57:16.288745] [INFO ] [FORECASTER] Starting predict_future for LGI
[2025-10-13T23:57:16.313813] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:16.314465] [DEBUG] [LOCAL     ] No optimal features file found for LGI: ./output/feature-sets/LGI.txt
[2025-10-13T23:57:16.314520] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:16.314553] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:16.314580] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:16.314636] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:16.331464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:16.332030] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:16.332110] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:16.332143] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:16.364792] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:16.364894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:16.364947] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:16.364977] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:16.370312] [DEBUG] [FORECASTER] LGI: Forecast T+1@11:T+2@11: DOWN (p=23.92%)
[2025-10-13T23:57:16.370560] [INFO ] [FORECASTER] Completed predict_future for LGI
[2025-10-13T23:57:16.370716] [INFO ] [sig       ] LGI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:16.511311] [INFO ] [LOCAL     ] Saved forecast: LGI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LGI.txt
[2025-10-13T23:57:16.511543] [INFO ] [sig       ] [1071/1810] Completed LGI in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:16.511585] [INFO ] [sig       ] [1072/1810] Forecasting LH...
[2025-10-13T23:57:16.511617] [INFO ] [sig       ] Generating forecast for: LH
[2025-10-13T23:57:16.511677] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LH' from 'https://tdm.silogroup.org/data/derivative_storage/LH.csv'.
[2025-10-13T23:57:16.519633] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LH'.
[2025-10-13T23:57:16.519921] [INFO ] [FORECASTER] Starting predict_future for LH
[2025-10-13T23:57:16.544566] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:16.545285] [DEBUG] [LOCAL     ] No optimal features file found for LH: ./output/feature-sets/LH.txt
[2025-10-13T23:57:16.545340] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:16.545373] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:16.545402] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:16.545462] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:16.562486] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:16.563144] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:16.563233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:16.563280] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:16.598298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:16.598377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:16.598414] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:16.598444] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:16.601483] [DEBUG] [FORECASTER] LH: Forecast T+1@11:T+2@11: DOWN (p=21.65%)
[2025-10-13T23:57:16.601781] [INFO ] [FORECASTER] Completed predict_future for LH
[2025-10-13T23:57:16.601914] [INFO ] [sig       ] LH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:16.743532] [INFO ] [LOCAL     ] Saved forecast: LH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LH.txt
[2025-10-13T23:57:16.743802] [INFO ] [sig       ] [1072/1810] Completed LH in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 3.0m
[2025-10-13T23:57:16.743862] [INFO ] [sig       ] [1073/1810] Forecasting LHX...
[2025-10-13T23:57:16.743896] [INFO ] [sig       ] Generating forecast for: LHX
[2025-10-13T23:57:16.743929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LHX' from 'https://tdm.silogroup.org/data/derivative_storage/LHX.csv'.
[2025-10-13T23:57:16.752141] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LHX'.
[2025-10-13T23:57:16.752397] [INFO ] [FORECASTER] Starting predict_future for LHX
[2025-10-13T23:57:16.776902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:16.777676] [DEBUG] [LOCAL     ] No optimal features file found for LHX: ./output/feature-sets/LHX.txt
[2025-10-13T23:57:16.777733] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:16.777769] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:16.777796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:16.777868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:16.794685] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:16.795212] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:16.795293] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:16.795326] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:16.829373] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:16.829464] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:16.829499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:16.829528] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:16.832593] [DEBUG] [FORECASTER] LHX: Forecast T+1@11:T+2@11: UP (p=95.28%)
[2025-10-13T23:57:16.832873] [INFO ] [FORECASTER] Completed predict_future for LHX
[2025-10-13T23:57:16.833005] [INFO ] [sig       ] LHX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:16.989378] [INFO ] [LOCAL     ] Saved forecast: LHX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LHX.txt
[2025-10-13T23:57:16.989679] [INFO ] [sig       ] [1073/1810] Completed LHX in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:16.989742] [INFO ] [sig       ] [1074/1810] Forecasting LII...
[2025-10-13T23:57:16.989778] [INFO ] [sig       ] Generating forecast for: LII
[2025-10-13T23:57:16.989810] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LII' from 'https://tdm.silogroup.org/data/derivative_storage/LII.csv'.
[2025-10-13T23:57:16.998539] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LII'.
[2025-10-13T23:57:16.998935] [INFO ] [FORECASTER] Starting predict_future for LII
[2025-10-13T23:57:17.023840] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:17.024599] [DEBUG] [LOCAL     ] No optimal features file found for LII: ./output/feature-sets/LII.txt
[2025-10-13T23:57:17.024678] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:17.024731] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:17.024762] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:17.024823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:17.041766] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:17.042412] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:17.042493] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:17.042527] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:17.076156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:17.076235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:17.076270] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:17.076300] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:17.079295] [DEBUG] [FORECASTER] LII: Forecast T+1@11:T+2@11: UP (p=93.31%)
[2025-10-13T23:57:17.079543] [INFO ] [FORECASTER] Completed predict_future for LII
[2025-10-13T23:57:17.079702] [INFO ] [sig       ] LII: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:17.217421] [INFO ] [LOCAL     ] Saved forecast: LII	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LII.txt
[2025-10-13T23:57:17.217616] [INFO ] [sig       ] [1074/1810] Completed LII in 0.2s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:17.217697] [INFO ] [sig       ] [1075/1810] Forecasting LION...
[2025-10-13T23:57:17.217740] [INFO ] [sig       ] Generating forecast for: LION
[2025-10-13T23:57:17.217774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LION' from 'https://tdm.silogroup.org/data/derivative_storage/LION.csv'.
[2025-10-13T23:57:17.227127] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LION'.
[2025-10-13T23:57:17.227554] [INFO ] [FORECASTER] Starting predict_future for LION
[2025-10-13T23:57:17.257041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:17.257962] [DEBUG] [LOCAL     ] No optimal features file found for LION: ./output/feature-sets/LION.txt
[2025-10-13T23:57:17.258032] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:17.258077] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:17.258150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:17.258255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:17.279256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:17.279862] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:17.279961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:17.280012] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:17.316490] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:17.316584] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:17.316622] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:17.316685] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:17.320241] [DEBUG] [FORECASTER] LION: Forecast T+1@11:T+2@11: DOWN (p=5.76%)
[2025-10-13T23:57:17.320516] [INFO ] [FORECASTER] Completed predict_future for LION
[2025-10-13T23:57:17.320680] [INFO ] [sig       ] LION: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:17.484996] [INFO ] [LOCAL     ] Saved forecast: LION	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LION.txt
[2025-10-13T23:57:17.485266] [INFO ] [sig       ] [1075/1810] Completed LION in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:17.485316] [INFO ] [sig       ] [1076/1810] Forecasting LITB...
[2025-10-13T23:57:17.485347] [INFO ] [sig       ] Generating forecast for: LITB
[2025-10-13T23:57:17.485379] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LITB' from 'https://tdm.silogroup.org/data/derivative_storage/LITB.csv'.
[2025-10-13T23:57:17.494006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LITB'.
[2025-10-13T23:57:17.494313] [INFO ] [FORECASTER] Starting predict_future for LITB
[2025-10-13T23:57:17.523333] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:17.524236] [DEBUG] [LOCAL     ] No optimal features file found for LITB: ./output/feature-sets/LITB.txt
[2025-10-13T23:57:17.524308] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:17.524378] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:17.524422] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:17.524482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:17.544551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:17.545201] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:17.545294] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:17.545342] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:17.581222] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:17.581309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:17.581347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:17.581378] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:17.584631] [DEBUG] [FORECASTER] LITB: Forecast T+1@11:T+2@11: DOWN (p=3.27%)
[2025-10-13T23:57:17.584946] [INFO ] [FORECASTER] Completed predict_future for LITB
[2025-10-13T23:57:17.585080] [INFO ] [sig       ] LITB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:17.752344] [INFO ] [LOCAL     ] Saved forecast: LITB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LITB.txt
[2025-10-13T23:57:17.752595] [INFO ] [sig       ] [1076/1810] Completed LITB in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:17.752640] [INFO ] [sig       ] [1077/1810] Forecasting LLY...
[2025-10-13T23:57:17.752718] [INFO ] [sig       ] Generating forecast for: LLY
[2025-10-13T23:57:17.752756] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LLY' from 'https://tdm.silogroup.org/data/derivative_storage/LLY.csv'.
[2025-10-13T23:57:17.761632] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LLY'.
[2025-10-13T23:57:17.761965] [INFO ] [FORECASTER] Starting predict_future for LLY
[2025-10-13T23:57:17.791027] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:17.791980] [DEBUG] [LOCAL     ] No optimal features file found for LLY: ./output/feature-sets/LLY.txt
[2025-10-13T23:57:17.792051] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:17.792108] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:17.792175] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:17.792288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:17.814064] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:17.814783] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:17.814869] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:17.814905] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:17.850718] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:17.850807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:17.850880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:17.850954] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:17.854918] [DEBUG] [FORECASTER] LLY: Forecast T+1@11:T+2@11: UP (p=91.56%)
[2025-10-13T23:57:17.855245] [INFO ] [FORECASTER] Completed predict_future for LLY
[2025-10-13T23:57:17.855387] [INFO ] [sig       ] LLY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:18.025318] [INFO ] [LOCAL     ] Saved forecast: LLY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LLY.txt
[2025-10-13T23:57:18.025612] [INFO ] [sig       ] [1077/1810] Completed LLY in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:18.025701] [INFO ] [sig       ] [1078/1810] Forecasting LMND...
[2025-10-13T23:57:18.025745] [INFO ] [sig       ] Generating forecast for: LMND
[2025-10-13T23:57:18.025782] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LMND' from 'https://tdm.silogroup.org/data/derivative_storage/LMND.csv'.
[2025-10-13T23:57:18.034668] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LMND'.
[2025-10-13T23:57:18.034994] [INFO ] [FORECASTER] Starting predict_future for LMND
[2025-10-13T23:57:18.062716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:18.063499] [DEBUG] [LOCAL     ] No optimal features file found for LMND: ./output/feature-sets/LMND.txt
[2025-10-13T23:57:18.063556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:18.063590] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:18.063619] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:18.063707] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:18.083329] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:18.083910] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:18.083995] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:18.084029] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:18.124871] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:18.124995] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:18.125078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:18.125112] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:18.128493] [DEBUG] [FORECASTER] LMND: Forecast T+1@11:T+2@11: DOWN (p=46.16%)
[2025-10-13T23:57:18.128794] [INFO ] [FORECASTER] Completed predict_future for LMND
[2025-10-13T23:57:18.128930] [INFO ] [sig       ] LMND: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:18.294773] [INFO ] [LOCAL     ] Saved forecast: LMND	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LMND.txt
[2025-10-13T23:57:18.295033] [INFO ] [sig       ] [1078/1810] Completed LMND in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:18.295096] [INFO ] [sig       ] [1079/1810] Forecasting LMT...
[2025-10-13T23:57:18.295165] [INFO ] [sig       ] Generating forecast for: LMT
[2025-10-13T23:57:18.295230] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LMT' from 'https://tdm.silogroup.org/data/derivative_storage/LMT.csv'.
[2025-10-13T23:57:18.303984] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LMT'.
[2025-10-13T23:57:18.304280] [INFO ] [FORECASTER] Starting predict_future for LMT
[2025-10-13T23:57:18.334004] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:18.334928] [DEBUG] [LOCAL     ] No optimal features file found for LMT: ./output/feature-sets/LMT.txt
[2025-10-13T23:57:18.335005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:18.335066] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:18.335134] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:18.335210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:18.356122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:18.356756] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:18.356865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:18.356930] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:18.397274] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:18.397379] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:18.397419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:18.397451] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:18.400886] [DEBUG] [FORECASTER] LMT: Forecast T+1@11:T+2@11: DOWN (p=1.88%)
[2025-10-13T23:57:18.401201] [INFO ] [FORECASTER] Completed predict_future for LMT
[2025-10-13T23:57:18.401344] [INFO ] [sig       ] LMT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:18.563784] [INFO ] [LOCAL     ] Saved forecast: LMT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LMT.txt
[2025-10-13T23:57:18.564049] [INFO ] [sig       ] [1079/1810] Completed LMT in 0.3s | 4.17 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:18.564112] [INFO ] [sig       ] [1080/1810] Forecasting LNC...
[2025-10-13T23:57:18.564147] [INFO ] [sig       ] Generating forecast for: LNC
[2025-10-13T23:57:18.564181] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNC' from 'https://tdm.silogroup.org/data/derivative_storage/LNC.csv'.
[2025-10-13T23:57:18.572888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNC'.
[2025-10-13T23:57:18.573226] [INFO ] [FORECASTER] Starting predict_future for LNC
[2025-10-13T23:57:18.602013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:18.603044] [DEBUG] [LOCAL     ] No optimal features file found for LNC: ./output/feature-sets/LNC.txt
[2025-10-13T23:57:18.603120] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:18.603186] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:18.603229] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:18.603345] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:18.625263] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:18.625967] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:18.626062] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:18.626135] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:18.666049] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:18.666186] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:18.666263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:18.666312] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:18.670541] [DEBUG] [FORECASTER] LNC: Forecast T+1@11:T+2@11: UP (p=99.21%)
[2025-10-13T23:57:18.670961] [INFO ] [FORECASTER] Completed predict_future for LNC
[2025-10-13T23:57:18.671108] [INFO ] [sig       ] LNC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:18.850852] [INFO ] [LOCAL     ] Saved forecast: LNC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LNC.txt
[2025-10-13T23:57:18.851146] [INFO ] [sig       ] [1080/1810] Completed LNC in 0.3s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:18.851193] [INFO ] [sig       ] [1081/1810] Forecasting LND...
[2025-10-13T23:57:18.851224] [INFO ] [sig       ] Generating forecast for: LND
[2025-10-13T23:57:18.851257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LND' from 'https://tdm.silogroup.org/data/derivative_storage/LND.csv'.
[2025-10-13T23:57:18.862323] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LND'.
[2025-10-13T23:57:18.862841] [INFO ] [FORECASTER] Starting predict_future for LND
[2025-10-13T23:57:18.899072] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:18.900205] [DEBUG] [LOCAL     ] No optimal features file found for LND: ./output/feature-sets/LND.txt
[2025-10-13T23:57:18.900282] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:18.900396] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:18.900450] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:18.900542] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:18.927854] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:18.929000] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:18.929125] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:18.929184] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:18.975072] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:18.975275] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:18.975350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:18.975402] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:18.980729] [DEBUG] [FORECASTER] LND: Forecast T+1@11:T+2@11: DOWN (p=15.88%)
[2025-10-13T23:57:18.981162] [INFO ] [FORECASTER] Completed predict_future for LND
[2025-10-13T23:57:18.981358] [INFO ] [sig       ] LND: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:19.170355] [INFO ] [LOCAL     ] Saved forecast: LND	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LND.txt
[2025-10-13T23:57:19.170632] [INFO ] [sig       ] [1081/1810] Completed LND in 0.3s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:19.170714] [INFO ] [sig       ] [1082/1810] Forecasting LNG...
[2025-10-13T23:57:19.170754] [INFO ] [sig       ] Generating forecast for: LNG
[2025-10-13T23:57:19.170787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LNG' from 'https://tdm.silogroup.org/data/derivative_storage/LNG.csv'.
[2025-10-13T23:57:19.181154] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LNG'.
[2025-10-13T23:57:19.181625] [INFO ] [FORECASTER] Starting predict_future for LNG
[2025-10-13T23:57:19.216891] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:19.218120] [DEBUG] [LOCAL     ] No optimal features file found for LNG: ./output/feature-sets/LNG.txt
[2025-10-13T23:57:19.218204] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:19.218262] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:19.218310] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:19.218400] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:19.246031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:19.247223] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:19.247339] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:19.247398] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:19.290340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:19.290518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:19.290562] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:19.290594] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:19.294163] [DEBUG] [FORECASTER] LNG: Forecast T+1@11:T+2@11: UP (p=89.37%)
[2025-10-13T23:57:19.294464] [INFO ] [FORECASTER] Completed predict_future for LNG
[2025-10-13T23:57:19.294607] [INFO ] [sig       ] LNG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:19.493702] [INFO ] [LOCAL     ] Saved forecast: LNG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LNG.txt
[2025-10-13T23:57:19.494045] [INFO ] [sig       ] [1082/1810] Completed LNG in 0.3s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:19.494115] [INFO ] [sig       ] [1083/1810] Forecasting LOAR...
[2025-10-13T23:57:19.494169] [INFO ] [sig       ] Generating forecast for: LOAR
[2025-10-13T23:57:19.494225] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOAR' from 'https://tdm.silogroup.org/data/derivative_storage/LOAR.csv'.
[2025-10-13T23:57:19.505476] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOAR'.
[2025-10-13T23:57:19.506045] [INFO ] [FORECASTER] Starting predict_future for LOAR
[2025-10-13T23:57:19.540384] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:19.541489] [DEBUG] [LOCAL     ] No optimal features file found for LOAR: ./output/feature-sets/LOAR.txt
[2025-10-13T23:57:19.541563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:19.541608] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:19.541677] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:19.541784] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:19.568424] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:19.569601] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:19.569764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:19.569827] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:19.627764] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:19.627980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:19.628051] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:19.628294] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:19.633824] [DEBUG] [FORECASTER] LOAR: Forecast T+1@11:T+2@11: DOWN (p=14.65%)
[2025-10-13T23:57:19.634298] [INFO ] [FORECASTER] Completed predict_future for LOAR
[2025-10-13T23:57:19.634496] [INFO ] [sig       ] LOAR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:19.846335] [INFO ] [LOCAL     ] Saved forecast: LOAR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LOAR.txt
[2025-10-13T23:57:19.846621] [INFO ] [sig       ] [1083/1810] Completed LOAR in 0.4s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:19.846721] [INFO ] [sig       ] [1084/1810] Forecasting LOB...
[2025-10-13T23:57:19.846771] [INFO ] [sig       ] Generating forecast for: LOB
[2025-10-13T23:57:19.846815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOB' from 'https://tdm.silogroup.org/data/derivative_storage/LOB.csv'.
[2025-10-13T23:57:19.856277] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOB'.
[2025-10-13T23:57:19.856800] [INFO ] [FORECASTER] Starting predict_future for LOB
[2025-10-13T23:57:19.893057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:19.893944] [DEBUG] [LOCAL     ] No optimal features file found for LOB: ./output/feature-sets/LOB.txt
[2025-10-13T23:57:19.894001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:19.894038] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:19.894069] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:19.894129] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:19.911855] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:19.912460] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:19.912544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:19.912578] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:19.949039] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:19.949201] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:19.949243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:19.949273] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:19.952725] [DEBUG] [FORECASTER] LOB: Forecast T+1@11:T+2@11: UP (p=70.52%)
[2025-10-13T23:57:19.953003] [INFO ] [FORECASTER] Completed predict_future for LOB
[2025-10-13T23:57:19.953134] [INFO ] [sig       ] LOB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:20.094824] [INFO ] [LOCAL     ] Saved forecast: LOB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LOB.txt
[2025-10-13T23:57:20.095044] [INFO ] [sig       ] [1084/1810] Completed LOB in 0.2s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:20.095087] [INFO ] [sig       ] [1085/1810] Forecasting LOCL...
[2025-10-13T23:57:20.095118] [INFO ] [sig       ] Generating forecast for: LOCL
[2025-10-13T23:57:20.095150] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOCL' from 'https://tdm.silogroup.org/data/derivative_storage/LOCL.csv'.
[2025-10-13T23:57:20.103497] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOCL'.
[2025-10-13T23:57:20.103792] [INFO ] [FORECASTER] Starting predict_future for LOCL
[2025-10-13T23:57:20.129971] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:20.130843] [DEBUG] [LOCAL     ] No optimal features file found for LOCL: ./output/feature-sets/LOCL.txt
[2025-10-13T23:57:20.130901] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:20.130937] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:20.130969] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:20.131029] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:20.148846] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:20.149392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:20.149474] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:20.149510] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:20.184682] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:20.184772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:20.184811] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:20.184862] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:20.188025] [DEBUG] [FORECASTER] LOCL: Forecast T+1@11:T+2@11: DOWN (p=11.46%)
[2025-10-13T23:57:20.188283] [INFO ] [FORECASTER] Completed predict_future for LOCL
[2025-10-13T23:57:20.188417] [INFO ] [sig       ] LOCL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:20.332104] [INFO ] [LOCAL     ] Saved forecast: LOCL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LOCL.txt
[2025-10-13T23:57:20.332309] [INFO ] [sig       ] [1085/1810] Completed LOCL in 0.2s | 4.16 sym/s | Total: 4.3m | ETA: 2.9m
[2025-10-13T23:57:20.332351] [INFO ] [sig       ] [1086/1810] Forecasting LOMA...
[2025-10-13T23:57:20.332381] [INFO ] [sig       ] Generating forecast for: LOMA
[2025-10-13T23:57:20.332414] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOMA' from 'https://tdm.silogroup.org/data/derivative_storage/LOMA.csv'.
[2025-10-13T23:57:20.340739] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOMA'.
[2025-10-13T23:57:20.340999] [INFO ] [FORECASTER] Starting predict_future for LOMA
[2025-10-13T23:57:20.366781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:20.367685] [DEBUG] [LOCAL     ] No optimal features file found for LOMA: ./output/feature-sets/LOMA.txt
[2025-10-13T23:57:20.367744] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:20.367781] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:20.367810] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:20.367868] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:20.385858] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:20.386409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:20.386504] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:20.386566] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:20.423149] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:20.423258] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:20.423297] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:20.423328] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:20.426555] [DEBUG] [FORECASTER] LOMA: Forecast T+1@11:T+2@11: DOWN (p=44.98%)
[2025-10-13T23:57:20.426851] [INFO ] [FORECASTER] Completed predict_future for LOMA
[2025-10-13T23:57:20.426987] [INFO ] [sig       ] LOMA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:20.573190] [INFO ] [LOCAL     ] Saved forecast: LOMA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LOMA.txt
[2025-10-13T23:57:20.573391] [INFO ] [sig       ] [1086/1810] Completed LOMA in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:20.573433] [INFO ] [sig       ] [1087/1810] Forecasting LOW...
[2025-10-13T23:57:20.573463] [INFO ] [sig       ] Generating forecast for: LOW
[2025-10-13T23:57:20.573495] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LOW' from 'https://tdm.silogroup.org/data/derivative_storage/LOW.csv'.
[2025-10-13T23:57:20.582255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LOW'.
[2025-10-13T23:57:20.582546] [INFO ] [FORECASTER] Starting predict_future for LOW
[2025-10-13T23:57:20.607396] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:20.608141] [DEBUG] [LOCAL     ] No optimal features file found for LOW: ./output/feature-sets/LOW.txt
[2025-10-13T23:57:20.608198] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:20.608233] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:20.608262] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:20.608337] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:20.625922] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:20.626478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:20.626559] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:20.626593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:20.665687] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:20.665797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:20.665838] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:20.665869] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:20.669498] [DEBUG] [FORECASTER] LOW: Forecast T+1@11:T+2@11: DOWN (p=4.08%)
[2025-10-13T23:57:20.669822] [INFO ] [FORECASTER] Completed predict_future for LOW
[2025-10-13T23:57:20.670003] [INFO ] [sig       ] LOW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:20.820052] [INFO ] [LOCAL     ] Saved forecast: LOW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LOW.txt
[2025-10-13T23:57:20.820277] [INFO ] [sig       ] [1087/1810] Completed LOW in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:20.820320] [INFO ] [sig       ] [1088/1810] Forecasting LPG...
[2025-10-13T23:57:20.820351] [INFO ] [sig       ] Generating forecast for: LPG
[2025-10-13T23:57:20.820384] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPG' from 'https://tdm.silogroup.org/data/derivative_storage/LPG.csv'.
[2025-10-13T23:57:20.829207] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPG'.
[2025-10-13T23:57:20.829509] [INFO ] [FORECASTER] Starting predict_future for LPG
[2025-10-13T23:57:20.853968] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:20.854639] [DEBUG] [LOCAL     ] No optimal features file found for LPG: ./output/feature-sets/LPG.txt
[2025-10-13T23:57:20.854719] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:20.854754] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:20.854782] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:20.854839] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:20.871754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:20.872269] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:20.872347] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:20.872380] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:20.907427] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:20.907559] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:20.907607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:20.907636] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:20.910889] [DEBUG] [FORECASTER] LPG: Forecast T+1@11:T+2@11: DOWN (p=26.53%)
[2025-10-13T23:57:20.911151] [INFO ] [FORECASTER] Completed predict_future for LPG
[2025-10-13T23:57:20.911283] [INFO ] [sig       ] LPG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:21.052020] [INFO ] [LOCAL     ] Saved forecast: LPG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LPG.txt
[2025-10-13T23:57:21.052225] [INFO ] [sig       ] [1088/1810] Completed LPG in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:21.052266] [INFO ] [sig       ] [1089/1810] Forecasting LPL...
[2025-10-13T23:57:21.052296] [INFO ] [sig       ] Generating forecast for: LPL
[2025-10-13T23:57:21.052328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPL' from 'https://tdm.silogroup.org/data/derivative_storage/LPL.csv'.
[2025-10-13T23:57:21.061120] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPL'.
[2025-10-13T23:57:21.061368] [INFO ] [FORECASTER] Starting predict_future for LPL
[2025-10-13T23:57:21.086436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:21.087186] [DEBUG] [LOCAL     ] No optimal features file found for LPL: ./output/feature-sets/LPL.txt
[2025-10-13T23:57:21.087241] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:21.087276] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:21.087305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:21.087362] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:21.104419] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:21.105007] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:21.105088] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:21.105122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:21.140162] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:21.140259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:21.140295] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:21.140325] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:21.143460] [DEBUG] [FORECASTER] LPL: Forecast T+1@11:T+2@11: DOWN (p=8.06%)
[2025-10-13T23:57:21.143757] [INFO ] [FORECASTER] Completed predict_future for LPL
[2025-10-13T23:57:21.143896] [INFO ] [sig       ] LPL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:21.285740] [INFO ] [LOCAL     ] Saved forecast: LPL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LPL.txt
[2025-10-13T23:57:21.285994] [INFO ] [sig       ] [1089/1810] Completed LPL in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:21.286038] [INFO ] [sig       ] [1090/1810] Forecasting LPX...
[2025-10-13T23:57:21.286071] [INFO ] [sig       ] Generating forecast for: LPX
[2025-10-13T23:57:21.286106] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LPX' from 'https://tdm.silogroup.org/data/derivative_storage/LPX.csv'.
[2025-10-13T23:57:21.294851] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LPX'.
[2025-10-13T23:57:21.295268] [INFO ] [FORECASTER] Starting predict_future for LPX
[2025-10-13T23:57:21.321276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:21.322026] [DEBUG] [LOCAL     ] No optimal features file found for LPX: ./output/feature-sets/LPX.txt
[2025-10-13T23:57:21.322082] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:21.322116] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:21.322146] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:21.322205] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:21.340276] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:21.340883] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:21.340964] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:21.340998] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:21.378433] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:21.378612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:21.378689] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:21.378742] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:21.382235] [DEBUG] [FORECASTER] LPX: Forecast T+1@11:T+2@11: UP (p=74.59%)
[2025-10-13T23:57:21.382503] [INFO ] [FORECASTER] Completed predict_future for LPX
[2025-10-13T23:57:21.382636] [INFO ] [sig       ] LPX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:21.528319] [INFO ] [LOCAL     ] Saved forecast: LPX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LPX.txt
[2025-10-13T23:57:21.528547] [INFO ] [sig       ] [1090/1810] Completed LPX in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:21.528598] [INFO ] [sig       ] [1091/1810] Forecasting LRN...
[2025-10-13T23:57:21.528630] [INFO ] [sig       ] Generating forecast for: LRN
[2025-10-13T23:57:21.528743] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LRN' from 'https://tdm.silogroup.org/data/derivative_storage/LRN.csv'.
[2025-10-13T23:57:21.537782] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LRN'.
[2025-10-13T23:57:21.538096] [INFO ] [FORECASTER] Starting predict_future for LRN
[2025-10-13T23:57:21.562909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:21.563601] [DEBUG] [LOCAL     ] No optimal features file found for LRN: ./output/feature-sets/LRN.txt
[2025-10-13T23:57:21.563678] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:21.563728] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:21.563759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:21.563815] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:21.580794] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:21.581318] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:21.581395] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:21.581428] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:21.616587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:21.616701] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:21.616750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:21.616780] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:21.619883] [DEBUG] [FORECASTER] LRN: Forecast T+1@11:T+2@11: UP (p=78.58%)
[2025-10-13T23:57:21.620129] [INFO ] [FORECASTER] Completed predict_future for LRN
[2025-10-13T23:57:21.620258] [INFO ] [sig       ] LRN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:21.762617] [INFO ] [LOCAL     ] Saved forecast: LRN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LRN.txt
[2025-10-13T23:57:21.762918] [INFO ] [sig       ] [1091/1810] Completed LRN in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:21.762965] [INFO ] [sig       ] [1092/1810] Forecasting LSPD...
[2025-10-13T23:57:21.762996] [INFO ] [sig       ] Generating forecast for: LSPD
[2025-10-13T23:57:21.763029] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LSPD' from 'https://tdm.silogroup.org/data/derivative_storage/LSPD.csv'.
[2025-10-13T23:57:21.772236] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LSPD'.
[2025-10-13T23:57:21.772590] [INFO ] [FORECASTER] Starting predict_future for LSPD
[2025-10-13T23:57:21.797093] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:21.797884] [DEBUG] [LOCAL     ] No optimal features file found for LSPD: ./output/feature-sets/LSPD.txt
[2025-10-13T23:57:21.797939] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:21.797972] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:21.798000] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:21.798056] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:21.816142] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:21.817072] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:21.817159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:21.817194] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:21.855229] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:21.855404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:21.855449] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:21.855505] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:21.859390] [DEBUG] [FORECASTER] LSPD: Forecast T+1@11:T+2@11: DOWN (p=8.94%)
[2025-10-13T23:57:21.859689] [INFO ] [FORECASTER] Completed predict_future for LSPD
[2025-10-13T23:57:21.859836] [INFO ] [sig       ] LSPD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:22.000299] [INFO ] [LOCAL     ] Saved forecast: LSPD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LSPD.txt
[2025-10-13T23:57:22.000547] [INFO ] [sig       ] [1092/1810] Completed LSPD in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:22.000600] [INFO ] [sig       ] [1093/1810] Forecasting LTC...
[2025-10-13T23:57:22.000633] [INFO ] [sig       ] Generating forecast for: LTC
[2025-10-13T23:57:22.000708] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTC' from 'https://tdm.silogroup.org/data/derivative_storage/LTC.csv'.
[2025-10-13T23:57:22.009523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTC'.
[2025-10-13T23:57:22.009882] [INFO ] [FORECASTER] Starting predict_future for LTC
[2025-10-13T23:57:22.034689] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:22.035405] [DEBUG] [LOCAL     ] No optimal features file found for LTC: ./output/feature-sets/LTC.txt
[2025-10-13T23:57:22.035463] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:22.035501] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:22.035532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:22.035593] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:22.053261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:22.053872] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:22.053953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:22.053988] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:22.091946] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:22.092072] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:22.092113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:22.092146] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:22.095462] [DEBUG] [FORECASTER] LTC: Forecast T+1@11:T+2@11: UP (p=96.10%)
[2025-10-13T23:57:22.095810] [INFO ] [FORECASTER] Completed predict_future for LTC
[2025-10-13T23:57:22.095960] [INFO ] [sig       ] LTC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:22.236531] [INFO ] [LOCAL     ] Saved forecast: LTC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LTC.txt
[2025-10-13T23:57:22.236766] [INFO ] [sig       ] [1093/1810] Completed LTC in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:22.236826] [INFO ] [sig       ] [1094/1810] Forecasting LTH...
[2025-10-13T23:57:22.236861] [INFO ] [sig       ] Generating forecast for: LTH
[2025-10-13T23:57:22.236894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTH' from 'https://tdm.silogroup.org/data/derivative_storage/LTH.csv'.
[2025-10-13T23:57:22.245889] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTH'.
[2025-10-13T23:57:22.246149] [INFO ] [FORECASTER] Starting predict_future for LTH
[2025-10-13T23:57:22.272170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:22.272914] [DEBUG] [LOCAL     ] No optimal features file found for LTH: ./output/feature-sets/LTH.txt
[2025-10-13T23:57:22.273004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:22.273046] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:22.273077] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:22.273137] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:22.290683] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:22.291248] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:22.291328] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:22.291363] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:22.339011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:22.339102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:22.339139] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:22.339168] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:22.342284] [DEBUG] [FORECASTER] LTH: Forecast T+1@11:T+2@11: UP (p=83.85%)
[2025-10-13T23:57:22.342543] [INFO ] [FORECASTER] Completed predict_future for LTH
[2025-10-13T23:57:22.342702] [INFO ] [sig       ] LTH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:22.483937] [INFO ] [LOCAL     ] Saved forecast: LTH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LTH.txt
[2025-10-13T23:57:22.484137] [INFO ] [sig       ] [1094/1810] Completed LTH in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:22.484179] [INFO ] [sig       ] [1095/1810] Forecasting LTM...
[2025-10-13T23:57:22.484210] [INFO ] [sig       ] Generating forecast for: LTM
[2025-10-13T23:57:22.484241] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LTM' from 'https://tdm.silogroup.org/data/derivative_storage/LTM.csv'.
[2025-10-13T23:57:22.495418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LTM'.
[2025-10-13T23:57:22.496296] [INFO ] [FORECASTER] Starting predict_future for LTM
[2025-10-13T23:57:22.522192] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:22.522897] [DEBUG] [LOCAL     ] No optimal features file found for LTM: ./output/feature-sets/LTM.txt
[2025-10-13T23:57:22.522951] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:22.522984] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:22.523013] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:22.523069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:22.539850] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:22.540392] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:22.540480] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:22.540513] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:22.575252] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:22.575343] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:22.575379] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:22.575408] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:22.578524] [DEBUG] [FORECASTER] LTM: Forecast T+1@11:T+2@11: DOWN (p=0.27%)
[2025-10-13T23:57:22.578818] [INFO ] [FORECASTER] Completed predict_future for LTM
[2025-10-13T23:57:22.578963] [INFO ] [sig       ] LTM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:22.716466] [INFO ] [LOCAL     ] Saved forecast: LTM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LTM.txt
[2025-10-13T23:57:22.716781] [INFO ] [sig       ] [1095/1810] Completed LTM in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:22.716844] [INFO ] [sig       ] [1096/1810] Forecasting LU...
[2025-10-13T23:57:22.716878] [INFO ] [sig       ] Generating forecast for: LU
[2025-10-13T23:57:22.716911] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LU' from 'https://tdm.silogroup.org/data/derivative_storage/LU.csv'.
[2025-10-13T23:57:22.726520] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LU'.
[2025-10-13T23:57:22.726920] [INFO ] [FORECASTER] Starting predict_future for LU
[2025-10-13T23:57:22.751868] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:22.752545] [DEBUG] [LOCAL     ] No optimal features file found for LU: ./output/feature-sets/LU.txt
[2025-10-13T23:57:22.752599] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:22.752632] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:22.752726] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:22.752796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:22.769704] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:22.770230] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:22.770311] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:22.770344] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:22.807132] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:22.807210] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:22.807245] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:22.807274] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:22.810330] [DEBUG] [FORECASTER] LU: Forecast T+1@11:T+2@11: UP (p=51.04%)
[2025-10-13T23:57:22.810575] [INFO ] [FORECASTER] Completed predict_future for LU
[2025-10-13T23:57:22.810737] [INFO ] [sig       ] LU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:22.949913] [INFO ] [LOCAL     ] Saved forecast: LU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LU.txt
[2025-10-13T23:57:22.950173] [INFO ] [sig       ] [1096/1810] Completed LU in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:22.950214] [INFO ] [sig       ] [1097/1810] Forecasting LUCK...
[2025-10-13T23:57:22.950243] [INFO ] [sig       ] Generating forecast for: LUCK
[2025-10-13T23:57:22.950274] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUCK' from 'https://tdm.silogroup.org/data/derivative_storage/LUCK.csv'.
[2025-10-13T23:57:22.959608] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUCK'.
[2025-10-13T23:57:22.960019] [INFO ] [FORECASTER] Starting predict_future for LUCK
[2025-10-13T23:57:22.984857] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:22.985529] [DEBUG] [LOCAL     ] No optimal features file found for LUCK: ./output/feature-sets/LUCK.txt
[2025-10-13T23:57:22.985583] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:22.985616] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:22.985672] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:22.985753] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:23.002447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:23.003032] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:23.003159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:23.003199] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:23.037829] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:23.037943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:23.037983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:23.038012] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:23.041249] [DEBUG] [FORECASTER] LUCK: Forecast T+1@11:T+2@11: DOWN (p=7.90%)
[2025-10-13T23:57:23.041515] [INFO ] [FORECASTER] Completed predict_future for LUCK
[2025-10-13T23:57:23.041688] [INFO ] [sig       ] LUCK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:23.184184] [INFO ] [LOCAL     ] Saved forecast: LUCK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LUCK.txt
[2025-10-13T23:57:23.184437] [INFO ] [sig       ] [1097/1810] Completed LUCK in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:23.184491] [INFO ] [sig       ] [1098/1810] Forecasting LUMN...
[2025-10-13T23:57:23.184523] [INFO ] [sig       ] Generating forecast for: LUMN
[2025-10-13T23:57:23.184556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUMN' from 'https://tdm.silogroup.org/data/derivative_storage/LUMN.csv'.
[2025-10-13T23:57:23.193520] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUMN'.
[2025-10-13T23:57:23.193862] [INFO ] [FORECASTER] Starting predict_future for LUMN
[2025-10-13T23:57:23.218729] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:23.219446] [DEBUG] [LOCAL     ] No optimal features file found for LUMN: ./output/feature-sets/LUMN.txt
[2025-10-13T23:57:23.219500] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:23.219533] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:23.219561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:23.219618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:23.237206] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:23.237868] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:23.237953] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:23.237991] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:23.275296] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:23.275457] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:23.275500] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:23.275531] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:23.279024] [DEBUG] [FORECASTER] LUMN: Forecast T+1@11:T+2@11: DOWN (p=8.25%)
[2025-10-13T23:57:23.279294] [INFO ] [FORECASTER] Completed predict_future for LUMN
[2025-10-13T23:57:23.279428] [INFO ] [sig       ] LUMN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:23.422266] [INFO ] [LOCAL     ] Saved forecast: LUMN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LUMN.txt
[2025-10-13T23:57:23.422534] [INFO ] [sig       ] [1098/1810] Completed LUMN in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.9m
[2025-10-13T23:57:23.422619] [INFO ] [sig       ] [1099/1810] Forecasting LUV...
[2025-10-13T23:57:23.422700] [INFO ] [sig       ] Generating forecast for: LUV
[2025-10-13T23:57:23.422749] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LUV' from 'https://tdm.silogroup.org/data/derivative_storage/LUV.csv'.
[2025-10-13T23:57:23.431412] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LUV'.
[2025-10-13T23:57:23.431706] [INFO ] [FORECASTER] Starting predict_future for LUV
[2025-10-13T23:57:23.459081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:23.459895] [DEBUG] [LOCAL     ] No optimal features file found for LUV: ./output/feature-sets/LUV.txt
[2025-10-13T23:57:23.459954] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:23.459989] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:23.460017] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:23.460074] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:23.477056] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:23.477814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:23.477904] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:23.477937] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:23.527295] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:23.527535] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:23.527621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:23.527781] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:23.533439] [DEBUG] [FORECASTER] LUV: Forecast T+1@11:T+2@11: UP (p=74.96%)
[2025-10-13T23:57:23.533887] [INFO ] [FORECASTER] Completed predict_future for LUV
[2025-10-13T23:57:23.534092] [INFO ] [sig       ] LUV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:23.711159] [INFO ] [LOCAL     ] Saved forecast: LUV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LUV.txt
[2025-10-13T23:57:23.711372] [INFO ] [sig       ] [1099/1810] Completed LUV in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:23.711414] [INFO ] [sig       ] [1100/1810] Forecasting LVS...
[2025-10-13T23:57:23.711444] [INFO ] [sig       ] Generating forecast for: LVS
[2025-10-13T23:57:23.711477] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LVS' from 'https://tdm.silogroup.org/data/derivative_storage/LVS.csv'.
[2025-10-13T23:57:23.721618] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LVS'.
[2025-10-13T23:57:23.722091] [INFO ] [FORECASTER] Starting predict_future for LVS
[2025-10-13T23:57:23.748140] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:23.748883] [DEBUG] [LOCAL     ] No optimal features file found for LVS: ./output/feature-sets/LVS.txt
[2025-10-13T23:57:23.748939] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:23.748975] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:23.749005] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:23.749063] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:23.766962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:23.767567] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:23.767671] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:23.767726] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:23.808549] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:23.808744] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:23.808799] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:23.808831] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:23.813197] [DEBUG] [FORECASTER] LVS: Forecast T+1@11:T+2@11: UP (p=95.56%)
[2025-10-13T23:57:23.813483] [INFO ] [FORECASTER] Completed predict_future for LVS
[2025-10-13T23:57:23.813677] [INFO ] [sig       ] LVS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:23.961049] [INFO ] [LOCAL     ] Saved forecast: LVS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LVS.txt
[2025-10-13T23:57:23.961247] [INFO ] [sig       ] [1100/1810] Completed LVS in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:23.961289] [INFO ] [sig       ] [1101/1810] Forecasting LVWR...
[2025-10-13T23:57:23.961320] [INFO ] [sig       ] Generating forecast for: LVWR
[2025-10-13T23:57:23.961351] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LVWR' from 'https://tdm.silogroup.org/data/derivative_storage/LVWR.csv'.
[2025-10-13T23:57:23.970478] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LVWR'.
[2025-10-13T23:57:23.970780] [INFO ] [FORECASTER] Starting predict_future for LVWR
[2025-10-13T23:57:23.996517] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:23.997299] [DEBUG] [LOCAL     ] No optimal features file found for LVWR: ./output/feature-sets/LVWR.txt
[2025-10-13T23:57:23.997355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:23.997391] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:23.997420] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:23.997506] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:24.015826] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:24.016578] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:24.016705] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:24.016759] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:24.063184] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:24.063349] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:24.063392] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:24.063424] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:24.067057] [DEBUG] [FORECASTER] LVWR: Forecast T+1@11:T+2@11: DOWN (p=19.55%)
[2025-10-13T23:57:24.067337] [INFO ] [FORECASTER] Completed predict_future for LVWR
[2025-10-13T23:57:24.067537] [INFO ] [sig       ] LVWR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:24.213330] [INFO ] [LOCAL     ] Saved forecast: LVWR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LVWR.txt
[2025-10-13T23:57:24.213574] [INFO ] [sig       ] [1101/1810] Completed LVWR in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:24.213616] [INFO ] [sig       ] [1102/1810] Forecasting LW...
[2025-10-13T23:57:24.213684] [INFO ] [sig       ] Generating forecast for: LW
[2025-10-13T23:57:24.213752] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LW' from 'https://tdm.silogroup.org/data/derivative_storage/LW.csv'.
[2025-10-13T23:57:24.223130] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LW'.
[2025-10-13T23:57:24.223421] [INFO ] [FORECASTER] Starting predict_future for LW
[2025-10-13T23:57:24.249160] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:24.249961] [DEBUG] [LOCAL     ] No optimal features file found for LW: ./output/feature-sets/LW.txt
[2025-10-13T23:57:24.250018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:24.250054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:24.250085] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:24.250144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:24.268231] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:24.268881] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:24.268965] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:24.269000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:24.312461] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:24.312677] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:24.312745] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:24.312780] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:24.316461] [DEBUG] [FORECASTER] LW: Forecast T+1@11:T+2@11: UP (p=69.22%)
[2025-10-13T23:57:24.316817] [INFO ] [FORECASTER] Completed predict_future for LW
[2025-10-13T23:57:24.316973] [INFO ] [sig       ] LW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:24.488892] [INFO ] [LOCAL     ] Saved forecast: LW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LW.txt
[2025-10-13T23:57:24.489155] [INFO ] [sig       ] [1102/1810] Completed LW in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:24.489201] [INFO ] [sig       ] [1103/1810] Forecasting LXFR...
[2025-10-13T23:57:24.489233] [INFO ] [sig       ] Generating forecast for: LXFR
[2025-10-13T23:57:24.489266] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXFR' from 'https://tdm.silogroup.org/data/derivative_storage/LXFR.csv'.
[2025-10-13T23:57:24.498561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXFR'.
[2025-10-13T23:57:24.498917] [INFO ] [FORECASTER] Starting predict_future for LXFR
[2025-10-13T23:57:24.524634] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:24.525430] [DEBUG] [LOCAL     ] No optimal features file found for LXFR: ./output/feature-sets/LXFR.txt
[2025-10-13T23:57:24.525491] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:24.525525] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:24.525553] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:24.525612] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:24.543136] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:24.543710] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:24.543800] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:24.543836] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:24.586711] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:24.586844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:24.586890] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:24.586920] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:24.590240] [DEBUG] [FORECASTER] LXFR: Forecast T+1@11:T+2@11: DOWN (p=0.26%)
[2025-10-13T23:57:24.590525] [INFO ] [FORECASTER] Completed predict_future for LXFR
[2025-10-13T23:57:24.590709] [INFO ] [sig       ] LXFR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:24.732921] [INFO ] [LOCAL     ] Saved forecast: LXFR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LXFR.txt
[2025-10-13T23:57:24.733138] [INFO ] [sig       ] [1103/1810] Completed LXFR in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:24.733221] [INFO ] [sig       ] [1104/1810] Forecasting LXP...
[2025-10-13T23:57:24.733261] [INFO ] [sig       ] Generating forecast for: LXP
[2025-10-13T23:57:24.733294] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXP' from 'https://tdm.silogroup.org/data/derivative_storage/LXP.csv'.
[2025-10-13T23:57:24.742617] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXP'.
[2025-10-13T23:57:24.743032] [INFO ] [FORECASTER] Starting predict_future for LXP
[2025-10-13T23:57:24.779407] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:24.780691] [DEBUG] [LOCAL     ] No optimal features file found for LXP: ./output/feature-sets/LXP.txt
[2025-10-13T23:57:24.780767] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:24.780813] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:24.780860] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:24.780951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:24.800716] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:24.801573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:24.801684] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:24.801740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:24.841511] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:24.841741] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:24.841797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:24.841830] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:24.845482] [DEBUG] [FORECASTER] LXP: Forecast T+1@11:T+2@11: UP (p=96.43%)
[2025-10-13T23:57:24.845822] [INFO ] [FORECASTER] Completed predict_future for LXP
[2025-10-13T23:57:24.845974] [INFO ] [sig       ] LXP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:24.994118] [INFO ] [LOCAL     ] Saved forecast: LXP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LXP.txt
[2025-10-13T23:57:24.994348] [INFO ] [sig       ] [1104/1810] Completed LXP in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:24.994401] [INFO ] [sig       ] [1105/1810] Forecasting LXU...
[2025-10-13T23:57:24.994432] [INFO ] [sig       ] Generating forecast for: LXU
[2025-10-13T23:57:24.994465] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LXU' from 'https://tdm.silogroup.org/data/derivative_storage/LXU.csv'.
[2025-10-13T23:57:25.002926] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LXU'.
[2025-10-13T23:57:25.003296] [INFO ] [FORECASTER] Starting predict_future for LXU
[2025-10-13T23:57:25.027745] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:25.028475] [DEBUG] [LOCAL     ] No optimal features file found for LXU: ./output/feature-sets/LXU.txt
[2025-10-13T23:57:25.028530] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:25.028564] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:25.028592] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:25.028670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:25.045372] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:25.046035] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:25.046117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:25.046153] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:25.085575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:25.085708] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:25.085758] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:25.085789] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:25.088946] [DEBUG] [FORECASTER] LXU: Forecast T+1@11:T+2@11: DOWN (p=0.94%)
[2025-10-13T23:57:25.089207] [INFO ] [FORECASTER] Completed predict_future for LXU
[2025-10-13T23:57:25.089357] [INFO ] [sig       ] LXU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:25.227043] [INFO ] [LOCAL     ] Saved forecast: LXU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LXU.txt
[2025-10-13T23:57:25.227263] [INFO ] [sig       ] [1105/1810] Completed LXU in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:25.227305] [INFO ] [sig       ] [1106/1810] Forecasting LYB...
[2025-10-13T23:57:25.227336] [INFO ] [sig       ] Generating forecast for: LYB
[2025-10-13T23:57:25.227367] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYB' from 'https://tdm.silogroup.org/data/derivative_storage/LYB.csv'.
[2025-10-13T23:57:25.236481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYB'.
[2025-10-13T23:57:25.236841] [INFO ] [FORECASTER] Starting predict_future for LYB
[2025-10-13T23:57:25.262993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:25.263832] [DEBUG] [LOCAL     ] No optimal features file found for LYB: ./output/feature-sets/LYB.txt
[2025-10-13T23:57:25.263888] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:25.263924] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:25.263952] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:25.264009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:25.281845] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:25.282391] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:25.282472] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:25.282506] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:25.322667] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:25.322765] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:25.322805] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:25.322842] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:25.326150] [DEBUG] [FORECASTER] LYB: Forecast T+1@11:T+2@11: UP (p=94.55%)
[2025-10-13T23:57:25.326405] [INFO ] [FORECASTER] Completed predict_future for LYB
[2025-10-13T23:57:25.326547] [INFO ] [sig       ] LYB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:25.467987] [INFO ] [LOCAL     ] Saved forecast: LYB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LYB.txt
[2025-10-13T23:57:25.468212] [INFO ] [sig       ] [1106/1810] Completed LYB in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:25.468255] [INFO ] [sig       ] [1107/1810] Forecasting LYG...
[2025-10-13T23:57:25.468285] [INFO ] [sig       ] Generating forecast for: LYG
[2025-10-13T23:57:25.468319] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYG' from 'https://tdm.silogroup.org/data/derivative_storage/LYG.csv'.
[2025-10-13T23:57:25.477568] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYG'.
[2025-10-13T23:57:25.477949] [INFO ] [FORECASTER] Starting predict_future for LYG
[2025-10-13T23:57:25.502824] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:25.503666] [DEBUG] [LOCAL     ] No optimal features file found for LYG: ./output/feature-sets/LYG.txt
[2025-10-13T23:57:25.503729] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:25.503765] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:25.503793] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:25.503850] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:25.520900] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:25.521674] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:25.521762] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:25.521796] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:25.562421] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:25.562565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:25.562604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:25.562633] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:25.565951] [DEBUG] [FORECASTER] LYG: Forecast T+1@11:T+2@11: UP (p=61.58%)
[2025-10-13T23:57:25.566212] [INFO ] [FORECASTER] Completed predict_future for LYG
[2025-10-13T23:57:25.566353] [INFO ] [sig       ] LYG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:25.708522] [INFO ] [LOCAL     ] Saved forecast: LYG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LYG.txt
[2025-10-13T23:57:25.708775] [INFO ] [sig       ] [1107/1810] Completed LYG in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:25.708837] [INFO ] [sig       ] [1108/1810] Forecasting LYV...
[2025-10-13T23:57:25.708871] [INFO ] [sig       ] Generating forecast for: LYV
[2025-10-13T23:57:25.708903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LYV' from 'https://tdm.silogroup.org/data/derivative_storage/LYV.csv'.
[2025-10-13T23:57:25.718075] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LYV'.
[2025-10-13T23:57:25.718420] [INFO ] [FORECASTER] Starting predict_future for LYV
[2025-10-13T23:57:25.743123] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:25.743851] [DEBUG] [LOCAL     ] No optimal features file found for LYV: ./output/feature-sets/LYV.txt
[2025-10-13T23:57:25.743906] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:25.743940] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:25.743968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:25.744024] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:25.761175] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:25.761810] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:25.761890] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:25.761924] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:25.802738] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:25.802830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:25.802867] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:25.802895] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:25.805986] [DEBUG] [FORECASTER] LYV: Forecast T+1@11:T+2@11: UP (p=96.07%)
[2025-10-13T23:57:25.806234] [INFO ] [FORECASTER] Completed predict_future for LYV
[2025-10-13T23:57:25.806371] [INFO ] [sig       ] LYV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:25.945509] [INFO ] [LOCAL     ] Saved forecast: LYV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LYV.txt
[2025-10-13T23:57:25.945752] [INFO ] [sig       ] [1108/1810] Completed LYV in 0.2s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:25.945812] [INFO ] [sig       ] [1109/1810] Forecasting LZB...
[2025-10-13T23:57:25.945846] [INFO ] [sig       ] Generating forecast for: LZB
[2025-10-13T23:57:25.945879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LZB' from 'https://tdm.silogroup.org/data/derivative_storage/LZB.csv'.
[2025-10-13T23:57:25.955910] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LZB'.
[2025-10-13T23:57:25.956277] [INFO ] [FORECASTER] Starting predict_future for LZB
[2025-10-13T23:57:25.983932] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:25.984665] [DEBUG] [LOCAL     ] No optimal features file found for LZB: ./output/feature-sets/LZB.txt
[2025-10-13T23:57:25.984743] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:25.984817] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:25.984865] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:25.984945] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:26.007190] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:26.008125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:26.008212] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:26.008248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:26.053618] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:26.053757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:26.053806] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:26.053838] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:26.057460] [DEBUG] [FORECASTER] LZB: Forecast T+1@11:T+2@11: DOWN (p=0.46%)
[2025-10-13T23:57:26.057813] [INFO ] [FORECASTER] Completed predict_future for LZB
[2025-10-13T23:57:26.057967] [INFO ] [sig       ] LZB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:26.221300] [INFO ] [LOCAL     ] Saved forecast: LZB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/LZB.txt
[2025-10-13T23:57:26.221610] [INFO ] [sig       ] [1109/1810] Completed LZB in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:26.221695] [INFO ] [sig       ] [1110/1810] Forecasting LZM...
[2025-10-13T23:57:26.221741] [INFO ] [sig       ] Generating forecast for: LZM
[2025-10-13T23:57:26.221788] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'LZM' from 'https://tdm.silogroup.org/data/derivative_storage/LZM.csv'.
[2025-10-13T23:57:26.230850] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'LZM'.
[2025-10-13T23:57:26.231166] [INFO ] [FORECASTER] Starting predict_future for LZM
[2025-10-13T23:57:26.260197] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:26.261120] [DEBUG] [LOCAL     ] No optimal features file found for LZM: ./output/feature-sets/LZM.txt
[2025-10-13T23:57:26.261179] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:26.261213] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:26.261242] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:26.261349] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:26.281432] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:26.282149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:26.282249] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:26.282290] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:26.327564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:26.327726] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:26.327778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:26.327809] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:26.331490] [DEBUG] [FORECASTER] LZM: Forecast T+1@11:T+2@11: UP (p=78.30%)
[2025-10-13T23:57:26.331859] [INFO ] [FORECASTER] Completed predict_future for LZM
[2025-10-13T23:57:26.332037] [INFO ] [sig       ] LZM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:26.499964] [INFO ] [LOCAL     ] Saved forecast: LZM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/LZM.txt
[2025-10-13T23:57:26.500214] [INFO ] [sig       ] [1110/1810] Completed LZM in 0.3s | 4.16 sym/s | Total: 4.4m | ETA: 2.8m
[2025-10-13T23:57:26.500259] [INFO ] [sig       ] [1111/1810] Forecasting M...
[2025-10-13T23:57:26.500291] [INFO ] [sig       ] Generating forecast for: M
[2025-10-13T23:57:26.500325] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'M' from 'https://tdm.silogroup.org/data/derivative_storage/M.csv'.
[2025-10-13T23:57:26.509604] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'M'.
[2025-10-13T23:57:26.509999] [INFO ] [FORECASTER] Starting predict_future for M
[2025-10-13T23:57:26.537845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:26.538556] [DEBUG] [LOCAL     ] No optimal features file found for M: ./output/feature-sets/M.txt
[2025-10-13T23:57:26.538611] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:26.538668] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:26.538720] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:26.538780] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:26.555571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:26.556161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:26.556243] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:26.556277] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:26.596167] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:26.596267] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:26.596304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:26.596335] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:26.599495] [DEBUG] [FORECASTER] M: Forecast T+1@11:T+2@11: DOWN (p=48.04%)
[2025-10-13T23:57:26.599798] [INFO ] [FORECASTER] Completed predict_future for M
[2025-10-13T23:57:26.599933] [INFO ] [sig       ] M: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:26.744123] [INFO ] [LOCAL     ] Saved forecast: M	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/M.txt
[2025-10-13T23:57:26.744324] [INFO ] [sig       ] [1111/1810] Completed M in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:26.744366] [INFO ] [sig       ] [1112/1810] Forecasting MA...
[2025-10-13T23:57:26.744406] [INFO ] [sig       ] Generating forecast for: MA
[2025-10-13T23:57:26.744440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MA' from 'https://tdm.silogroup.org/data/derivative_storage/MA.csv'.
[2025-10-13T23:57:26.753141] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MA'.
[2025-10-13T23:57:26.753413] [INFO ] [FORECASTER] Starting predict_future for MA
[2025-10-13T23:57:26.778024] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:26.778802] [DEBUG] [LOCAL     ] No optimal features file found for MA: ./output/feature-sets/MA.txt
[2025-10-13T23:57:26.778857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:26.778891] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:26.778919] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:26.778975] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:26.795885] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:26.796441] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:26.796520] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:26.796554] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:26.833366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:26.833504] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:26.833544] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:26.833574] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:26.836854] [DEBUG] [FORECASTER] MA: Forecast T+1@11:T+2@11: UP (p=84.59%)
[2025-10-13T23:57:26.837111] [INFO ] [FORECASTER] Completed predict_future for MA
[2025-10-13T23:57:26.837244] [INFO ] [sig       ] MA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:26.977033] [INFO ] [LOCAL     ] Saved forecast: MA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MA.txt
[2025-10-13T23:57:26.977255] [INFO ] [sig       ] [1112/1810] Completed MA in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:26.977299] [INFO ] [sig       ] [1113/1810] Forecasting MAA...
[2025-10-13T23:57:26.977331] [INFO ] [sig       ] Generating forecast for: MAA
[2025-10-13T23:57:26.977364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAA' from 'https://tdm.silogroup.org/data/derivative_storage/MAA.csv'.
[2025-10-13T23:57:26.986092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAA'.
[2025-10-13T23:57:26.986372] [INFO ] [FORECASTER] Starting predict_future for MAA
[2025-10-13T23:57:27.011999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:27.012821] [DEBUG] [LOCAL     ] No optimal features file found for MAA: ./output/feature-sets/MAA.txt
[2025-10-13T23:57:27.012878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:27.012913] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:27.012941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:27.012997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:27.029914] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:27.030522] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:27.030600] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:27.030634] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:27.068880] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:27.069057] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:27.069479] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:27.069514] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:27.073083] [DEBUG] [FORECASTER] MAA: Forecast T+1@11:T+2@11: DOWN (p=1.04%)
[2025-10-13T23:57:27.073363] [INFO ] [FORECASTER] Completed predict_future for MAA
[2025-10-13T23:57:27.073496] [INFO ] [sig       ] MAA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:27.216228] [INFO ] [LOCAL     ] Saved forecast: MAA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MAA.txt
[2025-10-13T23:57:27.216441] [INFO ] [sig       ] [1113/1810] Completed MAA in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:27.216483] [INFO ] [sig       ] [1114/1810] Forecasting MAC...
[2025-10-13T23:57:27.216517] [INFO ] [sig       ] Generating forecast for: MAC
[2025-10-13T23:57:27.216551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAC' from 'https://tdm.silogroup.org/data/derivative_storage/MAC.csv'.
[2025-10-13T23:57:27.224480] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAC'.
[2025-10-13T23:57:27.224763] [INFO ] [FORECASTER] Starting predict_future for MAC
[2025-10-13T23:57:27.249212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:27.249918] [DEBUG] [LOCAL     ] No optimal features file found for MAC: ./output/feature-sets/MAC.txt
[2025-10-13T23:57:27.249971] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:27.250004] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:27.250032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:27.250088] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:27.267025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:27.267699] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:27.267787] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:27.267820] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:27.301600] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:27.301720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:27.301766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:27.301797] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:27.304921] [DEBUG] [FORECASTER] MAC: Forecast T+1@11:T+2@11: UP (p=95.33%)
[2025-10-13T23:57:27.305173] [INFO ] [FORECASTER] Completed predict_future for MAC
[2025-10-13T23:57:27.305303] [INFO ] [sig       ] MAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:27.445249] [INFO ] [LOCAL     ] Saved forecast: MAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MAC.txt
[2025-10-13T23:57:27.445457] [INFO ] [sig       ] [1114/1810] Completed MAC in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:27.445500] [INFO ] [sig       ] [1115/1810] Forecasting MAGN...
[2025-10-13T23:57:27.445537] [INFO ] [sig       ] Generating forecast for: MAGN
[2025-10-13T23:57:27.445571] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAGN' from 'https://tdm.silogroup.org/data/derivative_storage/MAGN.csv'.
[2025-10-13T23:57:27.454228] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAGN'.
[2025-10-13T23:57:27.454498] [INFO ] [FORECASTER] Starting predict_future for MAGN
[2025-10-13T23:57:27.479443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:27.480196] [DEBUG] [LOCAL     ] No optimal features file found for MAGN: ./output/feature-sets/MAGN.txt
[2025-10-13T23:57:27.480253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:27.480287] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:27.480316] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:27.480375] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:27.497638] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:27.498388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:27.498495] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:27.498539] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:27.535581] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:27.535792] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:27.535848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:27.535883] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:27.539668] [DEBUG] [FORECASTER] MAGN: Forecast T+1@11:T+2@11: UP (p=96.17%)
[2025-10-13T23:57:27.539944] [INFO ] [FORECASTER] Completed predict_future for MAGN
[2025-10-13T23:57:27.540079] [INFO ] [sig       ] MAGN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:27.686098] [INFO ] [LOCAL     ] Saved forecast: MAGN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MAGN.txt
[2025-10-13T23:57:27.686335] [INFO ] [sig       ] [1115/1810] Completed MAGN in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:27.686377] [INFO ] [sig       ] [1116/1810] Forecasting MAIN...
[2025-10-13T23:57:27.686409] [INFO ] [sig       ] Generating forecast for: MAIN
[2025-10-13T23:57:27.686440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAIN' from 'https://tdm.silogroup.org/data/derivative_storage/MAIN.csv'.
[2025-10-13T23:57:27.696868] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAIN'.
[2025-10-13T23:57:27.697312] [INFO ] [FORECASTER] Starting predict_future for MAIN
[2025-10-13T23:57:27.727339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:27.728291] [DEBUG] [LOCAL     ] No optimal features file found for MAIN: ./output/feature-sets/MAIN.txt
[2025-10-13T23:57:27.728350] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:27.728385] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:27.728414] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:27.728471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:27.749914] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:27.750773] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:27.750866] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:27.750901] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:27.792224] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:27.792412] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:27.792478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:27.792522] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:27.797452] [DEBUG] [FORECASTER] MAIN: Forecast T+1@11:T+2@11: UP (p=90.78%)
[2025-10-13T23:57:27.797918] [INFO ] [FORECASTER] Completed predict_future for MAIN
[2025-10-13T23:57:27.798103] [INFO ] [sig       ] MAIN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:27.945815] [INFO ] [LOCAL     ] Saved forecast: MAIN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MAIN.txt
[2025-10-13T23:57:27.946057] [INFO ] [sig       ] [1116/1810] Completed MAIN in 0.3s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:27.946107] [INFO ] [sig       ] [1117/1810] Forecasting MAN...
[2025-10-13T23:57:27.946139] [INFO ] [sig       ] Generating forecast for: MAN
[2025-10-13T23:57:27.946172] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAN' from 'https://tdm.silogroup.org/data/derivative_storage/MAN.csv'.
[2025-10-13T23:57:27.955183] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAN'.
[2025-10-13T23:57:27.955437] [INFO ] [FORECASTER] Starting predict_future for MAN
[2025-10-13T23:57:27.980208] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:27.980903] [DEBUG] [LOCAL     ] No optimal features file found for MAN: ./output/feature-sets/MAN.txt
[2025-10-13T23:57:27.980974] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:27.981009] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:27.981036] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:27.981092] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:27.998246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:27.998805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:27.998883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:27.998916] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:28.038281] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:28.038375] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:28.038412] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:28.038440] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:28.041638] [DEBUG] [FORECASTER] MAN: Forecast T+1@11:T+2@11: DOWN (p=22.41%)
[2025-10-13T23:57:28.041920] [INFO ] [FORECASTER] Completed predict_future for MAN
[2025-10-13T23:57:28.042056] [INFO ] [sig       ] MAN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:28.181187] [INFO ] [LOCAL     ] Saved forecast: MAN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MAN.txt
[2025-10-13T23:57:28.181391] [INFO ] [sig       ] [1117/1810] Completed MAN in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:28.181432] [INFO ] [sig       ] [1118/1810] Forecasting MANU...
[2025-10-13T23:57:28.181462] [INFO ] [sig       ] Generating forecast for: MANU
[2025-10-13T23:57:28.181495] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MANU' from 'https://tdm.silogroup.org/data/derivative_storage/MANU.csv'.
[2025-10-13T23:57:28.191012] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MANU'.
[2025-10-13T23:57:28.191380] [INFO ] [FORECASTER] Starting predict_future for MANU
[2025-10-13T23:57:28.216775] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:28.217455] [DEBUG] [LOCAL     ] No optimal features file found for MANU: ./output/feature-sets/MANU.txt
[2025-10-13T23:57:28.217544] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:28.217587] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:28.217616] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:28.217695] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:28.234859] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:28.235454] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:28.235536] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:28.235572] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:28.275417] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:28.275522] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:28.275569] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:28.275606] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:28.278942] [DEBUG] [FORECASTER] MANU: Forecast T+1@11:T+2@11: UP (p=73.28%)
[2025-10-13T23:57:28.279233] [INFO ] [FORECASTER] Completed predict_future for MANU
[2025-10-13T23:57:28.279382] [INFO ] [sig       ] MANU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:28.422360] [INFO ] [LOCAL     ] Saved forecast: MANU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MANU.txt
[2025-10-13T23:57:28.422591] [INFO ] [sig       ] [1118/1810] Completed MANU in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:28.422634] [INFO ] [sig       ] [1119/1810] Forecasting MAS...
[2025-10-13T23:57:28.422706] [INFO ] [sig       ] Generating forecast for: MAS
[2025-10-13T23:57:28.422758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAS' from 'https://tdm.silogroup.org/data/derivative_storage/MAS.csv'.
[2025-10-13T23:57:28.432709] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAS'.
[2025-10-13T23:57:28.433093] [INFO ] [FORECASTER] Starting predict_future for MAS
[2025-10-13T23:57:28.457906] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:28.458574] [DEBUG] [LOCAL     ] No optimal features file found for MAS: ./output/feature-sets/MAS.txt
[2025-10-13T23:57:28.458664] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:28.458727] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:28.458759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:28.458817] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:28.475850] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:28.476373] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:28.476452] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:28.476485] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:28.514868] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:28.514944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:28.514979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:28.515008] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:28.518009] [DEBUG] [FORECASTER] MAS: Forecast T+1@11:T+2@11: DOWN (p=0.12%)
[2025-10-13T23:57:28.518262] [INFO ] [FORECASTER] Completed predict_future for MAS
[2025-10-13T23:57:28.518394] [INFO ] [sig       ] MAS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:28.657882] [INFO ] [LOCAL     ] Saved forecast: MAS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MAS.txt
[2025-10-13T23:57:28.658117] [INFO ] [sig       ] [1119/1810] Completed MAS in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:28.658159] [INFO ] [sig       ] [1120/1810] Forecasting MATV...
[2025-10-13T23:57:28.658190] [INFO ] [sig       ] Generating forecast for: MATV
[2025-10-13T23:57:28.658222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MATV' from 'https://tdm.silogroup.org/data/derivative_storage/MATV.csv'.
[2025-10-13T23:57:28.667356] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MATV'.
[2025-10-13T23:57:28.667696] [INFO ] [FORECASTER] Starting predict_future for MATV
[2025-10-13T23:57:28.692435] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:28.693179] [DEBUG] [LOCAL     ] No optimal features file found for MATV: ./output/feature-sets/MATV.txt
[2025-10-13T23:57:28.693233] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:28.693267] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:28.693297] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:28.693354] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:28.710634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:28.711205] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:28.711282] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:28.711315] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:28.747855] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:28.747945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:28.747981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:28.748010] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:28.751069] [DEBUG] [FORECASTER] MATV: Forecast T+1@11:T+2@11: DOWN (p=1.63%)
[2025-10-13T23:57:28.751337] [INFO ] [FORECASTER] Completed predict_future for MATV
[2025-10-13T23:57:28.751476] [INFO ] [sig       ] MATV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:28.892050] [INFO ] [LOCAL     ] Saved forecast: MATV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MATV.txt
[2025-10-13T23:57:28.892280] [INFO ] [sig       ] [1120/1810] Completed MATV in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:28.892322] [INFO ] [sig       ] [1121/1810] Forecasting MATX...
[2025-10-13T23:57:28.892353] [INFO ] [sig       ] Generating forecast for: MATX
[2025-10-13T23:57:28.892385] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MATX' from 'https://tdm.silogroup.org/data/derivative_storage/MATX.csv'.
[2025-10-13T23:57:28.901417] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MATX'.
[2025-10-13T23:57:28.901704] [INFO ] [FORECASTER] Starting predict_future for MATX
[2025-10-13T23:57:28.926595] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:28.927280] [DEBUG] [LOCAL     ] No optimal features file found for MATX: ./output/feature-sets/MATX.txt
[2025-10-13T23:57:28.927334] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:28.927367] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:28.927394] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:28.927454] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:28.944806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:28.945367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:28.945445] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:28.945479] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:28.983690] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:28.983766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:28.983801] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:28.983830] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:28.986805] [DEBUG] [FORECASTER] MATX: Forecast T+1@11:T+2@11: UP (p=96.97%)
[2025-10-13T23:57:28.987046] [INFO ] [FORECASTER] Completed predict_future for MATX
[2025-10-13T23:57:28.987194] [INFO ] [sig       ] MATX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:29.129904] [INFO ] [LOCAL     ] Saved forecast: MATX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MATX.txt
[2025-10-13T23:57:29.130112] [INFO ] [sig       ] [1121/1810] Completed MATX in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:29.130153] [INFO ] [sig       ] [1122/1810] Forecasting MAX...
[2025-10-13T23:57:29.130184] [INFO ] [sig       ] Generating forecast for: MAX
[2025-10-13T23:57:29.130217] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MAX' from 'https://tdm.silogroup.org/data/derivative_storage/MAX.csv'.
[2025-10-13T23:57:29.139834] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MAX'.
[2025-10-13T23:57:29.140132] [INFO ] [FORECASTER] Starting predict_future for MAX
[2025-10-13T23:57:29.164583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:29.165267] [DEBUG] [LOCAL     ] No optimal features file found for MAX: ./output/feature-sets/MAX.txt
[2025-10-13T23:57:29.165321] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:29.165354] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:29.165384] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:29.165444] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:29.182235] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:29.182794] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:29.182919] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:29.182969] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:29.223193] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:29.223274] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:29.223310] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:29.223339] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:29.226400] [DEBUG] [FORECASTER] MAX: Forecast T+1@11:T+2@11: UP (p=86.90%)
[2025-10-13T23:57:29.226671] [INFO ] [FORECASTER] Completed predict_future for MAX
[2025-10-13T23:57:29.226817] [INFO ] [sig       ] MAX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:29.365942] [INFO ] [LOCAL     ] Saved forecast: MAX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MAX.txt
[2025-10-13T23:57:29.366141] [INFO ] [sig       ] [1122/1810] Completed MAX in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:29.366183] [INFO ] [sig       ] [1123/1810] Forecasting MBC...
[2025-10-13T23:57:29.366213] [INFO ] [sig       ] Generating forecast for: MBC
[2025-10-13T23:57:29.366244] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MBC' from 'https://tdm.silogroup.org/data/derivative_storage/MBC.csv'.
[2025-10-13T23:57:29.376096] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MBC'.
[2025-10-13T23:57:29.376353] [INFO ] [FORECASTER] Starting predict_future for MBC
[2025-10-13T23:57:29.400798] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:29.401444] [DEBUG] [LOCAL     ] No optimal features file found for MBC: ./output/feature-sets/MBC.txt
[2025-10-13T23:57:29.401496] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:29.401530] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:29.401604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:29.401693] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:29.418910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:29.419432] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:29.419508] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:29.419546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:29.458737] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:29.458830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:29.458866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:29.458894] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:29.461940] [DEBUG] [FORECASTER] MBC: Forecast T+1@11:T+2@11: UP (p=87.69%)
[2025-10-13T23:57:29.462191] [INFO ] [FORECASTER] Completed predict_future for MBC
[2025-10-13T23:57:29.462324] [INFO ] [sig       ] MBC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:29.615822] [INFO ] [LOCAL     ] Saved forecast: MBC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MBC.txt
[2025-10-13T23:57:29.616120] [INFO ] [sig       ] [1123/1810] Completed MBC in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:29.616165] [INFO ] [sig       ] [1124/1810] Forecasting MBI...
[2025-10-13T23:57:29.616201] [INFO ] [sig       ] Generating forecast for: MBI
[2025-10-13T23:57:29.616266] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MBI' from 'https://tdm.silogroup.org/data/derivative_storage/MBI.csv'.
[2025-10-13T23:57:29.625796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MBI'.
[2025-10-13T23:57:29.626156] [INFO ] [FORECASTER] Starting predict_future for MBI
[2025-10-13T23:57:29.652354] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:29.653154] [DEBUG] [LOCAL     ] No optimal features file found for MBI: ./output/feature-sets/MBI.txt
[2025-10-13T23:57:29.653233] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:29.653269] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:29.653300] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:29.653358] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:29.671450] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:29.672149] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:29.672231] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:29.672267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:29.713520] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:29.713723] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:29.713782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:29.713816] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:29.718034] [DEBUG] [FORECASTER] MBI: Forecast T+1@11:T+2@11: DOWN (p=3.51%)
[2025-10-13T23:57:29.718343] [INFO ] [FORECASTER] Completed predict_future for MBI
[2025-10-13T23:57:29.718495] [INFO ] [sig       ] MBI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:29.866428] [INFO ] [LOCAL     ] Saved forecast: MBI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MBI.txt
[2025-10-13T23:57:29.866690] [INFO ] [sig       ] [1124/1810] Completed MBI in 0.3s | 4.16 sym/s | Total: 4.5m | ETA: 2.8m
[2025-10-13T23:57:29.866752] [INFO ] [sig       ] [1125/1810] Forecasting MC...
[2025-10-13T23:57:29.866786] [INFO ] [sig       ] Generating forecast for: MC
[2025-10-13T23:57:29.866819] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MC' from 'https://tdm.silogroup.org/data/derivative_storage/MC.csv'.
[2025-10-13T23:57:29.875988] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MC'.
[2025-10-13T23:57:29.876348] [INFO ] [FORECASTER] Starting predict_future for MC
[2025-10-13T23:57:29.901366] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:29.902141] [DEBUG] [LOCAL     ] No optimal features file found for MC: ./output/feature-sets/MC.txt
[2025-10-13T23:57:29.902197] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:29.902232] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:29.902261] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:29.902318] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:29.919275] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:29.919852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:29.919931] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:29.919964] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:29.960315] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:29.960422] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:29.960459] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:29.960488] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:29.963798] [DEBUG] [FORECASTER] MC: Forecast T+1@11:T+2@11: UP (p=84.16%)
[2025-10-13T23:57:29.964058] [INFO ] [FORECASTER] Completed predict_future for MC
[2025-10-13T23:57:29.964192] [INFO ] [sig       ] MC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:30.105487] [INFO ] [LOCAL     ] Saved forecast: MC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MC.txt
[2025-10-13T23:57:30.105739] [INFO ] [sig       ] [1125/1810] Completed MC in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:30.105799] [INFO ] [sig       ] [1126/1810] Forecasting MCB...
[2025-10-13T23:57:30.105833] [INFO ] [sig       ] Generating forecast for: MCB
[2025-10-13T23:57:30.105866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCB' from 'https://tdm.silogroup.org/data/derivative_storage/MCB.csv'.
[2025-10-13T23:57:30.115173] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCB'.
[2025-10-13T23:57:30.115453] [INFO ] [FORECASTER] Starting predict_future for MCB
[2025-10-13T23:57:30.140943] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:30.141630] [DEBUG] [LOCAL     ] No optimal features file found for MCB: ./output/feature-sets/MCB.txt
[2025-10-13T23:57:30.141709] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:30.141748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:30.141776] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:30.141833] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:30.159153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:30.159768] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:30.159849] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:30.159883] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:30.200153] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:30.200289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:30.200328] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:30.200357] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:30.204978] [DEBUG] [FORECASTER] MCB: Forecast T+1@11:T+2@11: DOWN (p=24.10%)
[2025-10-13T23:57:30.205248] [INFO ] [FORECASTER] Completed predict_future for MCB
[2025-10-13T23:57:30.205383] [INFO ] [sig       ] MCB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:30.347452] [INFO ] [LOCAL     ] Saved forecast: MCB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MCB.txt
[2025-10-13T23:57:30.347720] [INFO ] [sig       ] [1126/1810] Completed MCB in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:30.347780] [INFO ] [sig       ] [1127/1810] Forecasting MCI...
[2025-10-13T23:57:30.347815] [INFO ] [sig       ] Generating forecast for: MCI
[2025-10-13T23:57:30.347847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCI' from 'https://tdm.silogroup.org/data/derivative_storage/MCI.csv'.
[2025-10-13T23:57:30.357133] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCI'.
[2025-10-13T23:57:30.357496] [INFO ] [FORECASTER] Starting predict_future for MCI
[2025-10-13T23:57:30.383209] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:30.384114] [DEBUG] [LOCAL     ] No optimal features file found for MCI: ./output/feature-sets/MCI.txt
[2025-10-13T23:57:30.384171] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:30.384206] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:30.384235] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:30.384292] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:30.401625] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:30.402591] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:30.402708] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:30.402758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:30.443065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:30.443227] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:30.443267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:30.443297] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:30.446669] [DEBUG] [FORECASTER] MCI: Forecast T+1@11:T+2@11: UP (p=98.42%)
[2025-10-13T23:57:30.446944] [INFO ] [FORECASTER] Completed predict_future for MCI
[2025-10-13T23:57:30.447105] [INFO ] [sig       ] MCI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:30.594513] [INFO ] [LOCAL     ] Saved forecast: MCI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MCI.txt
[2025-10-13T23:57:30.594781] [INFO ] [sig       ] [1127/1810] Completed MCI in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:30.594842] [INFO ] [sig       ] [1128/1810] Forecasting MCK...
[2025-10-13T23:57:30.594877] [INFO ] [sig       ] Generating forecast for: MCK
[2025-10-13T23:57:30.594909] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCK' from 'https://tdm.silogroup.org/data/derivative_storage/MCK.csv'.
[2025-10-13T23:57:30.606677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCK'.
[2025-10-13T23:57:30.607065] [INFO ] [FORECASTER] Starting predict_future for MCK
[2025-10-13T23:57:30.632179] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:30.632921] [DEBUG] [LOCAL     ] No optimal features file found for MCK: ./output/feature-sets/MCK.txt
[2025-10-13T23:57:30.632977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:30.633012] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:30.633041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:30.633098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:30.650576] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:30.651164] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:30.651246] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:30.651281] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:30.690418] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:30.690510] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:30.690547] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:30.690575] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:30.693758] [DEBUG] [FORECASTER] MCK: Forecast T+1@11:T+2@11: DOWN (p=42.39%)
[2025-10-13T23:57:30.694010] [INFO ] [FORECASTER] Completed predict_future for MCK
[2025-10-13T23:57:30.694153] [INFO ] [sig       ] MCK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:30.835459] [INFO ] [LOCAL     ] Saved forecast: MCK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MCK.txt
[2025-10-13T23:57:30.835742] [INFO ] [sig       ] [1128/1810] Completed MCK in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:30.835802] [INFO ] [sig       ] [1129/1810] Forecasting MCN...
[2025-10-13T23:57:30.835835] [INFO ] [sig       ] Generating forecast for: MCN
[2025-10-13T23:57:30.835868] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCN' from 'https://tdm.silogroup.org/data/derivative_storage/MCN.csv'.
[2025-10-13T23:57:30.845251] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCN'.
[2025-10-13T23:57:30.845599] [INFO ] [FORECASTER] Starting predict_future for MCN
[2025-10-13T23:57:30.870902] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:30.871582] [DEBUG] [LOCAL     ] No optimal features file found for MCN: ./output/feature-sets/MCN.txt
[2025-10-13T23:57:30.871640] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:30.871719] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:30.871752] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:30.871811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:30.889118] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:30.889701] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:30.889809] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:30.889873] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:30.929105] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:30.929194] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:30.929233] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:30.929262] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:30.932506] [DEBUG] [FORECASTER] MCN: Forecast T+1@11:T+2@11: UP (p=53.38%)
[2025-10-13T23:57:30.932802] [INFO ] [FORECASTER] Completed predict_future for MCN
[2025-10-13T23:57:30.932945] [INFO ] [sig       ] MCN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:31.077264] [INFO ] [LOCAL     ] Saved forecast: MCN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MCN.txt
[2025-10-13T23:57:31.077537] [INFO ] [sig       ] [1129/1810] Completed MCN in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:31.077598] [INFO ] [sig       ] [1130/1810] Forecasting MCO...
[2025-10-13T23:57:31.077631] [INFO ] [sig       ] Generating forecast for: MCO
[2025-10-13T23:57:31.077714] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCO' from 'https://tdm.silogroup.org/data/derivative_storage/MCO.csv'.
[2025-10-13T23:57:31.087292] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCO'.
[2025-10-13T23:57:31.087815] [INFO ] [FORECASTER] Starting predict_future for MCO
[2025-10-13T23:57:31.113329] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:31.114163] [DEBUG] [LOCAL     ] No optimal features file found for MCO: ./output/feature-sets/MCO.txt
[2025-10-13T23:57:31.114220] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:31.114271] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:31.114337] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:31.114422] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:31.132583] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:31.133216] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:31.133300] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:31.133335] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:31.173854] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:31.173978] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:31.174018] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:31.174049] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:31.177283] [DEBUG] [FORECASTER] MCO: Forecast T+1@11:T+2@11: UP (p=75.84%)
[2025-10-13T23:57:31.177579] [INFO ] [FORECASTER] Completed predict_future for MCO
[2025-10-13T23:57:31.177760] [INFO ] [sig       ] MCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:31.322332] [INFO ] [LOCAL     ] Saved forecast: MCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MCO.txt
[2025-10-13T23:57:31.322602] [INFO ] [sig       ] [1130/1810] Completed MCO in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:31.322670] [INFO ] [sig       ] [1131/1810] Forecasting MCR...
[2025-10-13T23:57:31.322730] [INFO ] [sig       ] Generating forecast for: MCR
[2025-10-13T23:57:31.322766] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCR' from 'https://tdm.silogroup.org/data/derivative_storage/MCR.csv'.
[2025-10-13T23:57:31.331568] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCR'.
[2025-10-13T23:57:31.331905] [INFO ] [FORECASTER] Starting predict_future for MCR
[2025-10-13T23:57:31.356762] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:31.357439] [DEBUG] [LOCAL     ] No optimal features file found for MCR: ./output/feature-sets/MCR.txt
[2025-10-13T23:57:31.357511] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:31.357590] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:31.357625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:31.357722] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:31.375099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:31.375638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:31.375748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:31.375786] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:31.414816] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:31.414897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:31.414934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:31.414963] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:31.418094] [DEBUG] [FORECASTER] MCR: Forecast T+1@11:T+2@11: UP (p=89.52%)
[2025-10-13T23:57:31.418388] [INFO ] [FORECASTER] Completed predict_future for MCR
[2025-10-13T23:57:31.418533] [INFO ] [sig       ] MCR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:31.566156] [INFO ] [LOCAL     ] Saved forecast: MCR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MCR.txt
[2025-10-13T23:57:31.566387] [INFO ] [sig       ] [1131/1810] Completed MCR in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:31.566447] [INFO ] [sig       ] [1132/1810] Forecasting MCS...
[2025-10-13T23:57:31.566481] [INFO ] [sig       ] Generating forecast for: MCS
[2025-10-13T23:57:31.566523] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCS' from 'https://tdm.silogroup.org/data/derivative_storage/MCS.csv'.
[2025-10-13T23:57:31.575950] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCS'.
[2025-10-13T23:57:31.576254] [INFO ] [FORECASTER] Starting predict_future for MCS
[2025-10-13T23:57:31.601291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:31.602007] [DEBUG] [LOCAL     ] No optimal features file found for MCS: ./output/feature-sets/MCS.txt
[2025-10-13T23:57:31.602062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:31.602095] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:31.602123] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:31.602179] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:31.619305] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:31.619873] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:31.619951] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:31.619986] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:31.660924] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:31.661026] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:31.661063] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:31.661092] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:31.664230] [DEBUG] [FORECASTER] MCS: Forecast T+1@11:T+2@11: DOWN (p=29.33%)
[2025-10-13T23:57:31.664481] [INFO ] [FORECASTER] Completed predict_future for MCS
[2025-10-13T23:57:31.664617] [INFO ] [sig       ] MCS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:31.814844] [INFO ] [LOCAL     ] Saved forecast: MCS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MCS.txt
[2025-10-13T23:57:31.815107] [INFO ] [sig       ] [1132/1810] Completed MCS in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:31.815153] [INFO ] [sig       ] [1133/1810] Forecasting MCY...
[2025-10-13T23:57:31.815183] [INFO ] [sig       ] Generating forecast for: MCY
[2025-10-13T23:57:31.815215] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MCY' from 'https://tdm.silogroup.org/data/derivative_storage/MCY.csv'.
[2025-10-13T23:57:31.824422] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MCY'.
[2025-10-13T23:57:31.824723] [INFO ] [FORECASTER] Starting predict_future for MCY
[2025-10-13T23:57:31.849554] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:31.850318] [DEBUG] [LOCAL     ] No optimal features file found for MCY: ./output/feature-sets/MCY.txt
[2025-10-13T23:57:31.850372] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:31.850405] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:31.850432] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:31.850487] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:31.867864] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:31.868386] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:31.868464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:31.868497] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:31.908498] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:31.908593] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:31.908629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:31.908696] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:31.911871] [DEBUG] [FORECASTER] MCY: Forecast T+1@11:T+2@11: UP (p=91.85%)
[2025-10-13T23:57:31.912120] [INFO ] [FORECASTER] Completed predict_future for MCY
[2025-10-13T23:57:31.912256] [INFO ] [sig       ] MCY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:32.064813] [INFO ] [LOCAL     ] Saved forecast: MCY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MCY.txt
[2025-10-13T23:57:32.065079] [INFO ] [sig       ] [1133/1810] Completed MCY in 0.2s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:32.065121] [INFO ] [sig       ] [1134/1810] Forecasting MD...
[2025-10-13T23:57:32.065152] [INFO ] [sig       ] Generating forecast for: MD
[2025-10-13T23:57:32.065184] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MD' from 'https://tdm.silogroup.org/data/derivative_storage/MD.csv'.
[2025-10-13T23:57:32.074162] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MD'.
[2025-10-13T23:57:32.074438] [INFO ] [FORECASTER] Starting predict_future for MD
[2025-10-13T23:57:32.099296] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:32.100087] [DEBUG] [LOCAL     ] No optimal features file found for MD: ./output/feature-sets/MD.txt
[2025-10-13T23:57:32.100156] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:32.100200] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:32.100237] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:32.100309] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:32.117798] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:32.118352] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:32.118433] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:32.118467] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:32.160819] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:32.160900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:32.160936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:32.160964] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:32.164035] [DEBUG] [FORECASTER] MD: Forecast T+1@11:T+2@11: UP (p=90.38%)
[2025-10-13T23:57:32.164277] [INFO ] [FORECASTER] Completed predict_future for MD
[2025-10-13T23:57:32.164404] [INFO ] [sig       ] MD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:32.326720] [INFO ] [LOCAL     ] Saved forecast: MD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MD.txt
[2025-10-13T23:57:32.326963] [INFO ] [sig       ] [1134/1810] Completed MD in 0.3s | 4.16 sym/s | Total: 4.5m | ETA: 2.7m
[2025-10-13T23:57:32.327009] [INFO ] [sig       ] [1135/1810] Forecasting MDST...
[2025-10-13T23:57:32.327064] [INFO ] [sig       ] Generating forecast for: MDST
[2025-10-13T23:57:32.327110] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDST' from 'https://tdm.silogroup.org/data/derivative_storage/MDST.csv'.
[2025-10-13T23:57:32.338147] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MDST'.
[2025-10-13T23:57:32.338745] [INFO ] [FORECASTER] Starting predict_future for MDST
[2025-10-13T23:57:32.364227] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:32.364946] [DEBUG] [LOCAL     ] No optimal features file found for MDST: ./output/feature-sets/MDST.txt
[2025-10-13T23:57:32.365003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:32.365037] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:32.365066] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:32.365123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:32.384150] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:32.385037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:32.385128] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:32.385163] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:32.424590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:32.424701] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:32.424751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:32.424783] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:32.428002] [DEBUG] [FORECASTER] MDST: Forecast T+1@11:T+2@11: UP (p=67.91%)
[2025-10-13T23:57:32.428263] [INFO ] [FORECASTER] Completed predict_future for MDST
[2025-10-13T23:57:32.428410] [INFO ] [sig       ] MDST: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:32.573914] [INFO ] [LOCAL     ] Saved forecast: MDST	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MDST.txt
[2025-10-13T23:57:32.574207] [INFO ] [sig       ] [1135/1810] Completed MDST in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:32.574251] [INFO ] [sig       ] [1136/1810] Forecasting MDT...
[2025-10-13T23:57:32.574284] [INFO ] [sig       ] Generating forecast for: MDT
[2025-10-13T23:57:32.574317] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDT' from 'https://tdm.silogroup.org/data/derivative_storage/MDT.csv'.
[2025-10-13T23:57:32.584227] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDT'.
[2025-10-13T23:57:32.584637] [INFO ] [FORECASTER] Starting predict_future for MDT
[2025-10-13T23:57:32.613500] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:32.614511] [DEBUG] [LOCAL     ] No optimal features file found for MDT: ./output/feature-sets/MDT.txt
[2025-10-13T23:57:32.614570] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:32.614689] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:32.614737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:32.614821] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:32.634599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:32.635266] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:32.635357] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:32.635391] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:32.676617] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:32.676797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:32.676845] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:32.676876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:32.680367] [DEBUG] [FORECASTER] MDT: Forecast T+1@11:T+2@11: UP (p=93.63%)
[2025-10-13T23:57:32.680664] [INFO ] [FORECASTER] Completed predict_future for MDT
[2025-10-13T23:57:32.680824] [INFO ] [sig       ] MDT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:32.846501] [INFO ] [LOCAL     ] Saved forecast: MDT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MDT.txt
[2025-10-13T23:57:32.846846] [INFO ] [sig       ] [1136/1810] Completed MDT in 0.3s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:32.846912] [INFO ] [sig       ] [1137/1810] Forecasting MDU...
[2025-10-13T23:57:32.846946] [INFO ] [sig       ] Generating forecast for: MDU
[2025-10-13T23:57:32.846980] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDU' from 'https://tdm.silogroup.org/data/derivative_storage/MDU.csv'.
[2025-10-13T23:57:32.856938] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDU'.
[2025-10-13T23:57:32.857295] [INFO ] [FORECASTER] Starting predict_future for MDU
[2025-10-13T23:57:32.882088] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:32.882808] [DEBUG] [LOCAL     ] No optimal features file found for MDU: ./output/feature-sets/MDU.txt
[2025-10-13T23:57:32.882863] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:32.882898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:32.882926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:32.882983] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:32.900050] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:32.900616] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:32.900722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:32.900765] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:32.939898] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:32.940016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:32.940054] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:32.940082] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:32.943241] [DEBUG] [FORECASTER] MDU: Forecast T+1@11:T+2@11: UP (p=99.45%)
[2025-10-13T23:57:32.943505] [INFO ] [FORECASTER] Completed predict_future for MDU
[2025-10-13T23:57:32.943675] [INFO ] [sig       ] MDU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:33.088985] [INFO ] [LOCAL     ] Saved forecast: MDU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MDU.txt
[2025-10-13T23:57:33.089230] [INFO ] [sig       ] [1137/1810] Completed MDU in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:33.089287] [INFO ] [sig       ] [1138/1810] Forecasting MDV...
[2025-10-13T23:57:33.089352] [INFO ] [sig       ] Generating forecast for: MDV
[2025-10-13T23:57:33.089422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MDV' from 'https://tdm.silogroup.org/data/derivative_storage/MDV.csv'.
[2025-10-13T23:57:33.099057] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MDV'.
[2025-10-13T23:57:33.099470] [INFO ] [FORECASTER] Starting predict_future for MDV
[2025-10-13T23:57:33.125392] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:33.126162] [DEBUG] [LOCAL     ] No optimal features file found for MDV: ./output/feature-sets/MDV.txt
[2025-10-13T23:57:33.126218] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:33.126273] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:33.126302] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:33.126359] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:33.143339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:33.143918] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:33.144002] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:33.144037] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:33.183369] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:33.183505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:33.183545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:33.183576] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:33.186995] [DEBUG] [FORECASTER] MDV: Forecast T+1@11:T+2@11: DOWN (p=21.71%)
[2025-10-13T23:57:33.187268] [INFO ] [FORECASTER] Completed predict_future for MDV
[2025-10-13T23:57:33.187407] [INFO ] [sig       ] MDV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:33.328975] [INFO ] [LOCAL     ] Saved forecast: MDV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MDV.txt
[2025-10-13T23:57:33.329219] [INFO ] [sig       ] [1138/1810] Completed MDV in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:33.329262] [INFO ] [sig       ] [1139/1810] Forecasting MEC...
[2025-10-13T23:57:33.329292] [INFO ] [sig       ] Generating forecast for: MEC
[2025-10-13T23:57:33.329324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEC' from 'https://tdm.silogroup.org/data/derivative_storage/MEC.csv'.
[2025-10-13T23:57:33.338300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEC'.
[2025-10-13T23:57:33.338596] [INFO ] [FORECASTER] Starting predict_future for MEC
[2025-10-13T23:57:33.363822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:33.364501] [DEBUG] [LOCAL     ] No optimal features file found for MEC: ./output/feature-sets/MEC.txt
[2025-10-13T23:57:33.364556] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:33.364589] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:33.364617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:33.364702] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:33.382149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:33.382814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:33.382896] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:33.382931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:33.422331] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:33.422415] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:33.422451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:33.422479] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:33.425513] [DEBUG] [FORECASTER] MEC: Forecast T+1@11:T+2@11: DOWN (p=7.11%)
[2025-10-13T23:57:33.425804] [INFO ] [FORECASTER] Completed predict_future for MEC
[2025-10-13T23:57:33.425947] [INFO ] [sig       ] MEC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:33.568327] [INFO ] [LOCAL     ] Saved forecast: MEC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MEC.txt
[2025-10-13T23:57:33.568566] [INFO ] [sig       ] [1139/1810] Completed MEC in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:33.568609] [INFO ] [sig       ] [1140/1810] Forecasting MED...
[2025-10-13T23:57:33.568717] [INFO ] [sig       ] Generating forecast for: MED
[2025-10-13T23:57:33.568781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MED' from 'https://tdm.silogroup.org/data/derivative_storage/MED.csv'.
[2025-10-13T23:57:33.578832] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MED'.
[2025-10-13T23:57:33.579195] [INFO ] [FORECASTER] Starting predict_future for MED
[2025-10-13T23:57:33.607010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:33.607845] [DEBUG] [LOCAL     ] No optimal features file found for MED: ./output/feature-sets/MED.txt
[2025-10-13T23:57:33.607903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:33.607940] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:33.607970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:33.608027] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:33.626244] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:33.626903] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:33.626987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:33.627022] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:33.668410] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:33.668576] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:33.668621] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:33.668687] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:33.672593] [DEBUG] [FORECASTER] MED: Forecast T+1@11:T+2@11: UP (p=95.95%)
[2025-10-13T23:57:33.672906] [INFO ] [FORECASTER] Completed predict_future for MED
[2025-10-13T23:57:33.673052] [INFO ] [sig       ] MED: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:33.815480] [INFO ] [LOCAL     ] Saved forecast: MED	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MED.txt
[2025-10-13T23:57:33.815802] [INFO ] [sig       ] [1140/1810] Completed MED in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:33.815864] [INFO ] [sig       ] [1141/1810] Forecasting MEG...
[2025-10-13T23:57:33.815898] [INFO ] [sig       ] Generating forecast for: MEG
[2025-10-13T23:57:33.815947] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEG' from 'https://tdm.silogroup.org/data/derivative_storage/MEG.csv'.
[2025-10-13T23:57:33.825245] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEG'.
[2025-10-13T23:57:33.825569] [INFO ] [FORECASTER] Starting predict_future for MEG
[2025-10-13T23:57:33.850450] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:33.851209] [DEBUG] [LOCAL     ] No optimal features file found for MEG: ./output/feature-sets/MEG.txt
[2025-10-13T23:57:33.851266] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:33.851300] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:33.851328] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:33.851385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:33.868393] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:33.868979] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:33.869060] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:33.869093] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:33.905244] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:33.905370] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:33.905410] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:33.905438] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:33.908780] [DEBUG] [FORECASTER] MEG: Forecast T+1@11:T+2@11: DOWN (p=29.43%)
[2025-10-13T23:57:33.909052] [INFO ] [FORECASTER] Completed predict_future for MEG
[2025-10-13T23:57:33.909189] [INFO ] [sig       ] MEG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:34.052130] [INFO ] [LOCAL     ] Saved forecast: MEG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MEG.txt
[2025-10-13T23:57:34.052398] [INFO ] [sig       ] [1141/1810] Completed MEG in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:34.052461] [INFO ] [sig       ] [1142/1810] Forecasting MEGI...
[2025-10-13T23:57:34.052497] [INFO ] [sig       ] Generating forecast for: MEGI
[2025-10-13T23:57:34.052530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEGI' from 'https://tdm.silogroup.org/data/derivative_storage/MEGI.csv'.
[2025-10-13T23:57:34.061939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEGI'.
[2025-10-13T23:57:34.062290] [INFO ] [FORECASTER] Starting predict_future for MEGI
[2025-10-13T23:57:34.087195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:34.087963] [DEBUG] [LOCAL     ] No optimal features file found for MEGI: ./output/feature-sets/MEGI.txt
[2025-10-13T23:57:34.088019] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:34.088061] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:34.088088] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:34.088145] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:34.105401] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:34.105967] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:34.106047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:34.106081] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:34.141896] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:34.141997] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:34.142033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:34.142061] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:34.145171] [DEBUG] [FORECASTER] MEGI: Forecast T+1@11:T+2@11: DOWN (p=14.52%)
[2025-10-13T23:57:34.145420] [INFO ] [FORECASTER] Completed predict_future for MEGI
[2025-10-13T23:57:34.146042] [INFO ] [sig       ] MEGI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:34.292981] [INFO ] [LOCAL     ] Saved forecast: MEGI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MEGI.txt
[2025-10-13T23:57:34.293269] [INFO ] [sig       ] [1142/1810] Completed MEGI in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:34.293314] [INFO ] [sig       ] [1143/1810] Forecasting MEI...
[2025-10-13T23:57:34.293347] [INFO ] [sig       ] Generating forecast for: MEI
[2025-10-13T23:57:34.293380] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MEI' from 'https://tdm.silogroup.org/data/derivative_storage/MEI.csv'.
[2025-10-13T23:57:34.303836] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MEI'.
[2025-10-13T23:57:34.304352] [INFO ] [FORECASTER] Starting predict_future for MEI
[2025-10-13T23:57:34.335063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:34.335897] [DEBUG] [LOCAL     ] No optimal features file found for MEI: ./output/feature-sets/MEI.txt
[2025-10-13T23:57:34.335955] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:34.335992] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:34.336023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:34.336083] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:34.353490] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:34.354092] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:34.354177] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:34.354212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:34.388095] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:34.388295] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:34.388338] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:34.388368] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:34.391939] [DEBUG] [FORECASTER] MEI: Forecast T+1@11:T+2@11: UP (p=98.65%)
[2025-10-13T23:57:34.392202] [INFO ] [FORECASTER] Completed predict_future for MEI
[2025-10-13T23:57:34.392327] [INFO ] [sig       ] MEI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:34.536501] [INFO ] [LOCAL     ] Saved forecast: MEI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MEI.txt
[2025-10-13T23:57:34.536736] [INFO ] [sig       ] [1143/1810] Completed MEI in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:34.536796] [INFO ] [sig       ] [1144/1810] Forecasting MET...
[2025-10-13T23:57:34.536830] [INFO ] [sig       ] Generating forecast for: MET
[2025-10-13T23:57:34.536862] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MET' from 'https://tdm.silogroup.org/data/derivative_storage/MET.csv'.
[2025-10-13T23:57:34.544867] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MET'.
[2025-10-13T23:57:34.545136] [INFO ] [FORECASTER] Starting predict_future for MET
[2025-10-13T23:57:34.575350] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:34.577759] [DEBUG] [LOCAL     ] No optimal features file found for MET: ./output/feature-sets/MET.txt
[2025-10-13T23:57:34.577832] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:34.577898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:34.577967] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:34.578064] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:34.597032] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:34.597783] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:34.597876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:34.597931] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:34.624755] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:34.624862] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:34.624900] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:34.624930] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:34.628092] [DEBUG] [FORECASTER] MET: Forecast T+1@11:T+2@11: DOWN (p=0.52%)
[2025-10-13T23:57:34.628359] [INFO ] [FORECASTER] Completed predict_future for MET
[2025-10-13T23:57:34.628482] [INFO ] [sig       ] MET: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:34.807936] [INFO ] [LOCAL     ] Saved forecast: MET	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MET.txt
[2025-10-13T23:57:34.808205] [INFO ] [sig       ] [1144/1810] Completed MET in 0.3s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:34.808250] [INFO ] [sig       ] [1145/1810] Forecasting MFA...
[2025-10-13T23:57:34.808283] [INFO ] [sig       ] Generating forecast for: MFA
[2025-10-13T23:57:34.808329] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFA' from 'https://tdm.silogroup.org/data/derivative_storage/MFA.csv'.
[2025-10-13T23:57:34.819779] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFA'.
[2025-10-13T23:57:34.820116] [INFO ] [FORECASTER] Starting predict_future for MFA
[2025-10-13T23:57:34.845535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:34.846260] [DEBUG] [LOCAL     ] No optimal features file found for MFA: ./output/feature-sets/MFA.txt
[2025-10-13T23:57:34.846316] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:34.846352] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:34.846415] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:34.846495] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:34.864593] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:34.865179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:34.865282] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:34.865319] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:34.897050] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:34.897146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:34.897183] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:34.897212] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:34.900351] [DEBUG] [FORECASTER] MFA: Forecast T+1@11:T+2@11: UP (p=52.88%)
[2025-10-13T23:57:34.900603] [INFO ] [FORECASTER] Completed predict_future for MFA
[2025-10-13T23:57:34.900757] [INFO ] [sig       ] MFA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:35.044749] [INFO ] [LOCAL     ] Saved forecast: MFA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MFA.txt
[2025-10-13T23:57:35.044954] [INFO ] [sig       ] [1145/1810] Completed MFA in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:35.044995] [INFO ] [sig       ] [1146/1810] Forecasting MFAN...
[2025-10-13T23:57:35.045027] [INFO ] [sig       ] Generating forecast for: MFAN
[2025-10-13T23:57:35.045134] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFAN' from 'https://tdm.silogroup.org/data/derivative_storage/MFAN.csv'.
[2025-10-13T23:57:35.053352] [DEBUG] [REMOTE    ] Successfully parsed 1788 rows of historical data for symbol 'MFAN'.
[2025-10-13T23:57:35.053616] [INFO ] [FORECASTER] Starting predict_future for MFAN
[2025-10-13T23:57:35.078485] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:35.079215] [DEBUG] [LOCAL     ] No optimal features file found for MFAN: ./output/feature-sets/MFAN.txt
[2025-10-13T23:57:35.079270] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:35.079304] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:35.079334] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:35.079392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:35.096413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:35.096977] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:35.097055] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:35.097089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:35.128143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:35.128272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:35.128311] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:35.128342] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:35.131806] [DEBUG] [FORECASTER] MFAN: Forecast T+1@11:T+2@11: DOWN (p=15.41%)
[2025-10-13T23:57:35.132103] [INFO ] [FORECASTER] Completed predict_future for MFAN
[2025-10-13T23:57:35.132237] [INFO ] [sig       ] MFAN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:35.274627] [INFO ] [LOCAL     ] Saved forecast: MFAN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MFAN.txt
[2025-10-13T23:57:35.274875] [INFO ] [sig       ] [1146/1810] Completed MFAN in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:35.274922] [INFO ] [sig       ] [1147/1810] Forecasting MFAO...
[2025-10-13T23:57:35.274955] [INFO ] [sig       ] Generating forecast for: MFAO
[2025-10-13T23:57:35.274988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFAO' from 'https://tdm.silogroup.org/data/derivative_storage/MFAO.csv'.
[2025-10-13T23:57:35.283434] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'MFAO'.
[2025-10-13T23:57:35.283736] [INFO ] [FORECASTER] Starting predict_future for MFAO
[2025-10-13T23:57:35.309309] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:35.310055] [DEBUG] [LOCAL     ] No optimal features file found for MFAO: ./output/feature-sets/MFAO.txt
[2025-10-13T23:57:35.310110] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:35.310145] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:35.310174] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:35.310231] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:35.328108] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:35.328687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:35.328771] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:35.328808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:35.360318] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:35.360399] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:35.360434] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:35.360462] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:35.363521] [DEBUG] [FORECASTER] MFAO: Forecast T+1@11:T+2@11: DOWN (p=28.28%)
[2025-10-13T23:57:35.363813] [INFO ] [FORECASTER] Completed predict_future for MFAO
[2025-10-13T23:57:35.363939] [INFO ] [sig       ] MFAO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:35.509560] [INFO ] [LOCAL     ] Saved forecast: MFAO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MFAO.txt
[2025-10-13T23:57:35.509801] [INFO ] [sig       ] [1147/1810] Completed MFAO in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:35.509862] [INFO ] [sig       ] [1148/1810] Forecasting MFC...
[2025-10-13T23:57:35.509895] [INFO ] [sig       ] Generating forecast for: MFC
[2025-10-13T23:57:35.509928] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFC' from 'https://tdm.silogroup.org/data/derivative_storage/MFC.csv'.
[2025-10-13T23:57:35.518908] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFC'.
[2025-10-13T23:57:35.519227] [INFO ] [FORECASTER] Starting predict_future for MFC
[2025-10-13T23:57:35.544785] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:35.545488] [DEBUG] [LOCAL     ] No optimal features file found for MFC: ./output/feature-sets/MFC.txt
[2025-10-13T23:57:35.545545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:35.545583] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:35.545614] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:35.545700] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:35.562896] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:35.563449] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:35.563558] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:35.563614] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:35.597558] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:35.597688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:35.597744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:35.597780] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:35.601099] [DEBUG] [FORECASTER] MFC: Forecast T+1@11:T+2@11: UP (p=89.79%)
[2025-10-13T23:57:35.601360] [INFO ] [FORECASTER] Completed predict_future for MFC
[2025-10-13T23:57:35.601487] [INFO ] [sig       ] MFC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:35.743622] [INFO ] [LOCAL     ] Saved forecast: MFC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MFC.txt
[2025-10-13T23:57:35.743864] [INFO ] [sig       ] [1148/1810] Completed MFC in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:35.743910] [INFO ] [sig       ] [1149/1810] Forecasting MFG...
[2025-10-13T23:57:35.743941] [INFO ] [sig       ] Generating forecast for: MFG
[2025-10-13T23:57:35.743972] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFG' from 'https://tdm.silogroup.org/data/derivative_storage/MFG.csv'.
[2025-10-13T23:57:35.752616] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFG'.
[2025-10-13T23:57:35.752931] [INFO ] [FORECASTER] Starting predict_future for MFG
[2025-10-13T23:57:35.778560] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:35.779324] [DEBUG] [LOCAL     ] No optimal features file found for MFG: ./output/feature-sets/MFG.txt
[2025-10-13T23:57:35.779414] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:35.779456] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:35.779487] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:35.779547] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:35.797736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:35.798719] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:35.798846] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:35.798884] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:35.833164] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:35.833351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:35.833426] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:35.833473] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:35.837185] [DEBUG] [FORECASTER] MFG: Forecast T+1@11:T+2@11: UP (p=96.62%)
[2025-10-13T23:57:35.837453] [INFO ] [FORECASTER] Completed predict_future for MFG
[2025-10-13T23:57:35.837628] [INFO ] [sig       ] MFG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:36.003979] [INFO ] [LOCAL     ] Saved forecast: MFG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MFG.txt
[2025-10-13T23:57:36.004212] [INFO ] [sig       ] [1149/1810] Completed MFG in 0.3s | 4.16 sym/s | Total: 4.6m | ETA: 2.7m
[2025-10-13T23:57:36.004255] [INFO ] [sig       ] [1150/1810] Forecasting MFM...
[2025-10-13T23:57:36.004287] [INFO ] [sig       ] Generating forecast for: MFM
[2025-10-13T23:57:36.004320] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFM' from 'https://tdm.silogroup.org/data/derivative_storage/MFM.csv'.
[2025-10-13T23:57:36.013333] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFM'.
[2025-10-13T23:57:36.013608] [INFO ] [FORECASTER] Starting predict_future for MFM
[2025-10-13T23:57:36.038224] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:36.038982] [DEBUG] [LOCAL     ] No optimal features file found for MFM: ./output/feature-sets/MFM.txt
[2025-10-13T23:57:36.039037] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:36.039071] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:36.039101] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:36.039158] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:36.056362] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:36.056927] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:36.057007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:36.057040] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:36.092186] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:36.092292] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:36.092349] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:36.092380] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:36.095550] [DEBUG] [FORECASTER] MFM: Forecast T+1@11:T+2@11: DOWN (p=22.98%)
[2025-10-13T23:57:36.095844] [INFO ] [FORECASTER] Completed predict_future for MFM
[2025-10-13T23:57:36.095977] [INFO ] [sig       ] MFM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:36.240413] [INFO ] [LOCAL     ] Saved forecast: MFM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MFM.txt
[2025-10-13T23:57:36.240691] [INFO ] [sig       ] [1150/1810] Completed MFM in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:36.240754] [INFO ] [sig       ] [1151/1810] Forecasting MFSG...
[2025-10-13T23:57:36.240789] [INFO ] [sig       ] Generating forecast for: MFSG
[2025-10-13T23:57:36.240820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSG' from 'https://tdm.silogroup.org/data/derivative_storage/MFSG.csv'.
[2025-10-13T23:57:36.249879] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MFSG'.
[2025-10-13T23:57:36.250145] [INFO ] [FORECASTER] Starting predict_future for MFSG
[2025-10-13T23:57:36.275382] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:36.276086] [DEBUG] [LOCAL     ] No optimal features file found for MFSG: ./output/feature-sets/MFSG.txt
[2025-10-13T23:57:36.276140] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:36.276173] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:36.276201] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:36.276261] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:36.293425] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:36.294102] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:36.294185] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:36.294218] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:36.327246] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:36.327332] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:36.327368] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:36.327398] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:36.330471] [DEBUG] [FORECASTER] MFSG: Forecast T+1@11:T+2@11: UP (p=92.32%)
[2025-10-13T23:57:36.330768] [INFO ] [FORECASTER] Completed predict_future for MFSG
[2025-10-13T23:57:36.330904] [INFO ] [sig       ] MFSG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:36.470913] [INFO ] [LOCAL     ] Saved forecast: MFSG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MFSG.txt
[2025-10-13T23:57:36.471160] [INFO ] [sig       ] [1151/1810] Completed MFSG in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:36.471202] [INFO ] [sig       ] [1152/1810] Forecasting MFSI...
[2025-10-13T23:57:36.471233] [INFO ] [sig       ] Generating forecast for: MFSI
[2025-10-13T23:57:36.471265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSI' from 'https://tdm.silogroup.org/data/derivative_storage/MFSI.csv'.
[2025-10-13T23:57:36.480141] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MFSI'.
[2025-10-13T23:57:36.480510] [INFO ] [FORECASTER] Starting predict_future for MFSI
[2025-10-13T23:57:36.505355] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:36.506069] [DEBUG] [LOCAL     ] No optimal features file found for MFSI: ./output/feature-sets/MFSI.txt
[2025-10-13T23:57:36.506122] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:36.506155] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:36.506202] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:36.506260] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:36.523560] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:36.524135] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:36.524244] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:36.524284] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:36.560169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:36.560262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:36.560304] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:36.560332] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:36.563390] [DEBUG] [FORECASTER] MFSI: Forecast T+1@11:T+2@11: UP (p=80.14%)
[2025-10-13T23:57:36.563635] [INFO ] [FORECASTER] Completed predict_future for MFSI
[2025-10-13T23:57:36.563798] [INFO ] [sig       ] MFSI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:36.735375] [INFO ] [LOCAL     ] Saved forecast: MFSI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MFSI.txt
[2025-10-13T23:57:36.735616] [INFO ] [sig       ] [1152/1810] Completed MFSI in 0.3s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:36.735689] [INFO ] [sig       ] [1153/1810] Forecasting MFSV...
[2025-10-13T23:57:36.735735] [INFO ] [sig       ] Generating forecast for: MFSV
[2025-10-13T23:57:36.735769] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MFSV' from 'https://tdm.silogroup.org/data/derivative_storage/MFSV.csv'.
[2025-10-13T23:57:36.744022] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'MFSV'.
[2025-10-13T23:57:36.744350] [INFO ] [FORECASTER] Starting predict_future for MFSV
[2025-10-13T23:57:36.771554] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:36.772352] [DEBUG] [LOCAL     ] No optimal features file found for MFSV: ./output/feature-sets/MFSV.txt
[2025-10-13T23:57:36.772409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:36.772444] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:36.772474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:36.772532] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:36.791037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:36.791937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:36.792025] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:36.792060] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:36.825481] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:36.825678] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:36.825739] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:36.825773] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:36.829250] [DEBUG] [FORECASTER] MFSV: Forecast T+1@11:T+2@11: DOWN (p=2.31%)
[2025-10-13T23:57:36.829521] [INFO ] [FORECASTER] Completed predict_future for MFSV
[2025-10-13T23:57:36.829674] [INFO ] [sig       ] MFSV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:36.974748] [INFO ] [LOCAL     ] Saved forecast: MFSV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MFSV.txt
[2025-10-13T23:57:36.975001] [INFO ] [sig       ] [1153/1810] Completed MFSV in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:36.975060] [INFO ] [sig       ] [1154/1810] Forecasting MG...
[2025-10-13T23:57:36.975095] [INFO ] [sig       ] Generating forecast for: MG
[2025-10-13T23:57:36.975128] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MG' from 'https://tdm.silogroup.org/data/derivative_storage/MG.csv'.
[2025-10-13T23:57:36.983941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MG'.
[2025-10-13T23:57:36.984240] [INFO ] [FORECASTER] Starting predict_future for MG
[2025-10-13T23:57:37.009416] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:37.010218] [DEBUG] [LOCAL     ] No optimal features file found for MG: ./output/feature-sets/MG.txt
[2025-10-13T23:57:37.010273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:37.010307] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:37.010335] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:37.010392] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:37.027898] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:37.028545] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:37.028625] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:37.028694] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:37.065257] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:37.065444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:37.065507] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:37.065541] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:37.069064] [DEBUG] [FORECASTER] MG: Forecast T+1@11:T+2@11: DOWN (p=7.85%)
[2025-10-13T23:57:37.069337] [INFO ] [FORECASTER] Completed predict_future for MG
[2025-10-13T23:57:37.069478] [INFO ] [sig       ] MG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:37.209047] [INFO ] [LOCAL     ] Saved forecast: MG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MG.txt
[2025-10-13T23:57:37.209261] [INFO ] [sig       ] [1154/1810] Completed MG in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:37.209303] [INFO ] [sig       ] [1155/1810] Forecasting MGA...
[2025-10-13T23:57:37.209333] [INFO ] [sig       ] Generating forecast for: MGA
[2025-10-13T23:57:37.209365] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGA' from 'https://tdm.silogroup.org/data/derivative_storage/MGA.csv'.
[2025-10-13T23:57:37.217791] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGA'.
[2025-10-13T23:57:37.218072] [INFO ] [FORECASTER] Starting predict_future for MGA
[2025-10-13T23:57:37.242835] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:37.243551] [DEBUG] [LOCAL     ] No optimal features file found for MGA: ./output/feature-sets/MGA.txt
[2025-10-13T23:57:37.243606] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:37.243639] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:37.243717] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:37.243780] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:37.261234] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:37.262005] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:37.262091] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:37.262126] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:37.298407] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:37.298518] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:37.298555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:37.298584] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:37.303449] [DEBUG] [FORECASTER] MGA: Forecast T+1@11:T+2@11: DOWN (p=36.68%)
[2025-10-13T23:57:37.303760] [INFO ] [FORECASTER] Completed predict_future for MGA
[2025-10-13T23:57:37.303896] [INFO ] [sig       ] MGA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:37.444241] [INFO ] [LOCAL     ] Saved forecast: MGA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MGA.txt
[2025-10-13T23:57:37.444458] [INFO ] [sig       ] [1155/1810] Completed MGA in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:37.444500] [INFO ] [sig       ] [1156/1810] Forecasting MGF...
[2025-10-13T23:57:37.444531] [INFO ] [sig       ] Generating forecast for: MGF
[2025-10-13T23:57:37.444563] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGF' from 'https://tdm.silogroup.org/data/derivative_storage/MGF.csv'.
[2025-10-13T23:57:37.453390] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'MGF'.
[2025-10-13T23:57:37.453758] [INFO ] [FORECASTER] Starting predict_future for MGF
[2025-10-13T23:57:37.478958] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:37.479791] [DEBUG] [LOCAL     ] No optimal features file found for MGF: ./output/feature-sets/MGF.txt
[2025-10-13T23:57:37.479847] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:37.479881] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:37.479909] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:37.479965] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:37.496839] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:37.497439] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:37.497546] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:37.497591] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:37.529177] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:37.529256] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:37.529293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:37.529323] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:37.532320] [DEBUG] [FORECASTER] MGF: Forecast T+1@11:T+2@11: DOWN (p=23.16%)
[2025-10-13T23:57:37.532573] [INFO ] [FORECASTER] Completed predict_future for MGF
[2025-10-13T23:57:37.532729] [INFO ] [sig       ] MGF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:37.672110] [INFO ] [LOCAL     ] Saved forecast: MGF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MGF.txt
[2025-10-13T23:57:37.672322] [INFO ] [sig       ] [1156/1810] Completed MGF in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:37.672393] [INFO ] [sig       ] [1157/1810] Forecasting MGM...
[2025-10-13T23:57:37.672445] [INFO ] [sig       ] Generating forecast for: MGM
[2025-10-13T23:57:37.672480] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGM' from 'https://tdm.silogroup.org/data/derivative_storage/MGM.csv'.
[2025-10-13T23:57:37.681227] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGM'.
[2025-10-13T23:57:37.681528] [INFO ] [FORECASTER] Starting predict_future for MGM
[2025-10-13T23:57:37.706336] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:37.707068] [DEBUG] [LOCAL     ] No optimal features file found for MGM: ./output/feature-sets/MGM.txt
[2025-10-13T23:57:37.707122] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:37.707156] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:37.707184] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:37.707241] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:37.724086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:37.724632] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:37.724737] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:37.724773] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:37.757735] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:37.757841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:37.757901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:37.757932] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:37.761037] [DEBUG] [FORECASTER] MGM: Forecast T+1@11:T+2@11: DOWN (p=26.70%)
[2025-10-13T23:57:37.761297] [INFO ] [FORECASTER] Completed predict_future for MGM
[2025-10-13T23:57:37.761422] [INFO ] [sig       ] MGM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:37.902254] [INFO ] [LOCAL     ] Saved forecast: MGM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MGM.txt
[2025-10-13T23:57:37.902488] [INFO ] [sig       ] [1157/1810] Completed MGM in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:37.902531] [INFO ] [sig       ] [1158/1810] Forecasting MGR...
[2025-10-13T23:57:37.902565] [INFO ] [sig       ] Generating forecast for: MGR
[2025-10-13T23:57:37.902597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGR' from 'https://tdm.silogroup.org/data/derivative_storage/MGR.csv'.
[2025-10-13T23:57:37.911384] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGR'.
[2025-10-13T23:57:37.911912] [INFO ] [FORECASTER] Starting predict_future for MGR
[2025-10-13T23:57:37.936773] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:37.937455] [DEBUG] [LOCAL     ] No optimal features file found for MGR: ./output/feature-sets/MGR.txt
[2025-10-13T23:57:37.937536] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:37.937579] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:37.937608] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:37.937686] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:37.954571] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:37.955129] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:37.955209] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:37.955243] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:37.988997] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:37.989119] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:37.989159] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:37.989190] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:37.992538] [DEBUG] [FORECASTER] MGR: Forecast T+1@11:T+2@11: UP (p=91.53%)
[2025-10-13T23:57:37.992857] [INFO ] [FORECASTER] Completed predict_future for MGR
[2025-10-13T23:57:37.993012] [INFO ] [sig       ] MGR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:38.138271] [INFO ] [LOCAL     ] Saved forecast: MGR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MGR.txt
[2025-10-13T23:57:38.138519] [INFO ] [sig       ] [1158/1810] Completed MGR in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:38.138605] [INFO ] [sig       ] [1159/1810] Forecasting MGRB...
[2025-10-13T23:57:38.138669] [INFO ] [sig       ] Generating forecast for: MGRB
[2025-10-13T23:57:38.138734] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRB' from 'https://tdm.silogroup.org/data/derivative_storage/MGRB.csv'.
[2025-10-13T23:57:38.147822] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRB'.
[2025-10-13T23:57:38.148092] [INFO ] [FORECASTER] Starting predict_future for MGRB
[2025-10-13T23:57:38.173942] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:38.174685] [DEBUG] [LOCAL     ] No optimal features file found for MGRB: ./output/feature-sets/MGRB.txt
[2025-10-13T23:57:38.174741] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:38.174775] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:38.174820] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:38.174877] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:38.192946] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:38.193753] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:38.193840] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:38.193875] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:38.225210] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:38.225290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:38.225325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:38.225354] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:38.228398] [DEBUG] [FORECASTER] MGRB: Forecast T+1@11:T+2@11: UP (p=86.18%)
[2025-10-13T23:57:38.228673] [INFO ] [FORECASTER] Completed predict_future for MGRB
[2025-10-13T23:57:38.228813] [INFO ] [sig       ] MGRB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:38.378095] [INFO ] [LOCAL     ] Saved forecast: MGRB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MGRB.txt
[2025-10-13T23:57:38.378328] [INFO ] [sig       ] [1159/1810] Completed MGRB in 0.2s | 4.16 sym/s | Total: 4.6m | ETA: 2.6m
[2025-10-13T23:57:38.378372] [INFO ] [sig       ] [1160/1810] Forecasting MGRD...
[2025-10-13T23:57:38.378403] [INFO ] [sig       ] Generating forecast for: MGRD
[2025-10-13T23:57:38.378436] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRD' from 'https://tdm.silogroup.org/data/derivative_storage/MGRD.csv'.
[2025-10-13T23:57:38.386457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRD'.
[2025-10-13T23:57:38.386782] [INFO ] [FORECASTER] Starting predict_future for MGRD
[2025-10-13T23:57:38.412204] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:38.413036] [DEBUG] [LOCAL     ] No optimal features file found for MGRD: ./output/feature-sets/MGRD.txt
[2025-10-13T23:57:38.413093] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:38.413127] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:38.413155] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:38.413212] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:38.430261] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:38.430936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:38.431017] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:38.431051] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:38.465238] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:38.465447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:38.465529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:38.465599] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:38.471003] [DEBUG] [FORECASTER] MGRD: Forecast T+1@11:T+2@11: DOWN (p=37.08%)
[2025-10-13T23:57:38.471353] [INFO ] [FORECASTER] Completed predict_future for MGRD
[2025-10-13T23:57:38.471491] [INFO ] [sig       ] MGRD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:38.657947] [INFO ] [LOCAL     ] Saved forecast: MGRD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MGRD.txt
[2025-10-13T23:57:38.658168] [INFO ] [sig       ] [1160/1810] Completed MGRD in 0.3s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:38.658210] [INFO ] [sig       ] [1161/1810] Forecasting MGRE...
[2025-10-13T23:57:38.658241] [INFO ] [sig       ] Generating forecast for: MGRE
[2025-10-13T23:57:38.658273] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGRE' from 'https://tdm.silogroup.org/data/derivative_storage/MGRE.csv'.
[2025-10-13T23:57:38.667598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGRE'.
[2025-10-13T23:57:38.668022] [INFO ] [FORECASTER] Starting predict_future for MGRE
[2025-10-13T23:57:38.696069] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:38.696931] [DEBUG] [LOCAL     ] No optimal features file found for MGRE: ./output/feature-sets/MGRE.txt
[2025-10-13T23:57:38.696994] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:38.697030] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:38.697059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:38.697116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:38.718748] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:38.719819] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:38.719909] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:38.719946] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:38.755153] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:38.755328] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:38.755370] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:38.755399] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:38.759187] [DEBUG] [FORECASTER] MGRE: Forecast T+1@11:T+2@11: UP (p=82.64%)
[2025-10-13T23:57:38.759520] [INFO ] [FORECASTER] Completed predict_future for MGRE
[2025-10-13T23:57:38.759688] [INFO ] [sig       ] MGRE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:38.899012] [INFO ] [LOCAL     ] Saved forecast: MGRE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MGRE.txt
[2025-10-13T23:57:38.899209] [INFO ] [sig       ] [1161/1810] Completed MGRE in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:38.899250] [INFO ] [sig       ] [1162/1810] Forecasting MGY...
[2025-10-13T23:57:38.899281] [INFO ] [sig       ] Generating forecast for: MGY
[2025-10-13T23:57:38.899315] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MGY' from 'https://tdm.silogroup.org/data/derivative_storage/MGY.csv'.
[2025-10-13T23:57:38.908118] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MGY'.
[2025-10-13T23:57:38.908392] [INFO ] [FORECASTER] Starting predict_future for MGY
[2025-10-13T23:57:38.932906] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:38.933596] [DEBUG] [LOCAL     ] No optimal features file found for MGY: ./output/feature-sets/MGY.txt
[2025-10-13T23:57:38.933672] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:38.933724] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:38.933755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:38.933811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:38.950770] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:38.951288] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:38.951366] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:38.951399] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:38.984996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:38.985081] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:38.985118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:38.985148] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:38.988195] [DEBUG] [FORECASTER] MGY: Forecast T+1@11:T+2@11: UP (p=99.74%)
[2025-10-13T23:57:38.988444] [INFO ] [FORECASTER] Completed predict_future for MGY
[2025-10-13T23:57:38.988566] [INFO ] [sig       ] MGY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:39.127715] [INFO ] [LOCAL     ] Saved forecast: MGY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MGY.txt
[2025-10-13T23:57:39.127940] [INFO ] [sig       ] [1162/1810] Completed MGY in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:39.127983] [INFO ] [sig       ] [1163/1810] Forecasting MHD...
[2025-10-13T23:57:39.128014] [INFO ] [sig       ] Generating forecast for: MHD
[2025-10-13T23:57:39.128046] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHD' from 'https://tdm.silogroup.org/data/derivative_storage/MHD.csv'.
[2025-10-13T23:57:39.137287] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHD'.
[2025-10-13T23:57:39.137681] [INFO ] [FORECASTER] Starting predict_future for MHD
[2025-10-13T23:57:39.163575] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:39.164328] [DEBUG] [LOCAL     ] No optimal features file found for MHD: ./output/feature-sets/MHD.txt
[2025-10-13T23:57:39.164384] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:39.164419] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:39.164447] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:39.164503] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:39.182265] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:39.182892] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:39.182975] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:39.183009] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:39.216210] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:39.216308] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:39.216346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:39.216374] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:39.223609] [DEBUG] [FORECASTER] MHD: Forecast T+1@11:T+2@11: UP (p=83.12%)
[2025-10-13T23:57:39.224036] [INFO ] [FORECASTER] Completed predict_future for MHD
[2025-10-13T23:57:39.224195] [INFO ] [sig       ] MHD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:39.366579] [INFO ] [LOCAL     ] Saved forecast: MHD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MHD.txt
[2025-10-13T23:57:39.366830] [INFO ] [sig       ] [1163/1810] Completed MHD in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:39.366891] [INFO ] [sig       ] [1164/1810] Forecasting MHF...
[2025-10-13T23:57:39.366925] [INFO ] [sig       ] Generating forecast for: MHF
[2025-10-13T23:57:39.366958] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHF' from 'https://tdm.silogroup.org/data/derivative_storage/MHF.csv'.
[2025-10-13T23:57:39.375339] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHF'.
[2025-10-13T23:57:39.375603] [INFO ] [FORECASTER] Starting predict_future for MHF
[2025-10-13T23:57:39.400981] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:39.401718] [DEBUG] [LOCAL     ] No optimal features file found for MHF: ./output/feature-sets/MHF.txt
[2025-10-13T23:57:39.401774] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:39.401809] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:39.401838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:39.401894] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:39.418965] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:39.419520] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:39.419598] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:39.419631] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:39.452886] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:39.452993] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:39.453051] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:39.453084] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:39.456319] [DEBUG] [FORECASTER] MHF: Forecast T+1@11:T+2@11: DOWN (p=0.34%)
[2025-10-13T23:57:39.456582] [INFO ] [FORECASTER] Completed predict_future for MHF
[2025-10-13T23:57:39.456742] [INFO ] [sig       ] MHF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:39.597546] [INFO ] [LOCAL     ] Saved forecast: MHF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MHF.txt
[2025-10-13T23:57:39.597816] [INFO ] [sig       ] [1164/1810] Completed MHF in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:39.597879] [INFO ] [sig       ] [1165/1810] Forecasting MHK...
[2025-10-13T23:57:39.597914] [INFO ] [sig       ] Generating forecast for: MHK
[2025-10-13T23:57:39.597946] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHK' from 'https://tdm.silogroup.org/data/derivative_storage/MHK.csv'.
[2025-10-13T23:57:39.606676] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHK'.
[2025-10-13T23:57:39.606962] [INFO ] [FORECASTER] Starting predict_future for MHK
[2025-10-13T23:57:39.631422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:39.632117] [DEBUG] [LOCAL     ] No optimal features file found for MHK: ./output/feature-sets/MHK.txt
[2025-10-13T23:57:39.632173] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:39.632207] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:39.632234] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:39.632339] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:39.649496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:39.650083] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:39.650163] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:39.650197] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:39.682529] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:39.682623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:39.682693] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:39.682738] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:39.685805] [DEBUG] [FORECASTER] MHK: Forecast T+1@11:T+2@11: DOWN (p=48.75%)
[2025-10-13T23:57:39.686058] [INFO ] [FORECASTER] Completed predict_future for MHK
[2025-10-13T23:57:39.686182] [INFO ] [sig       ] MHK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:39.826478] [INFO ] [LOCAL     ] Saved forecast: MHK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MHK.txt
[2025-10-13T23:57:39.826715] [INFO ] [sig       ] [1165/1810] Completed MHK in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:39.826776] [INFO ] [sig       ] [1166/1810] Forecasting MHN...
[2025-10-13T23:57:39.826809] [INFO ] [sig       ] Generating forecast for: MHN
[2025-10-13T23:57:39.826844] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHN' from 'https://tdm.silogroup.org/data/derivative_storage/MHN.csv'.
[2025-10-13T23:57:39.835700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHN'.
[2025-10-13T23:57:39.836082] [INFO ] [FORECASTER] Starting predict_future for MHN
[2025-10-13T23:57:39.861427] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:39.862215] [DEBUG] [LOCAL     ] No optimal features file found for MHN: ./output/feature-sets/MHN.txt
[2025-10-13T23:57:39.862271] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:39.862307] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:39.862335] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:39.862414] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:39.880115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:39.880777] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:39.880865] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:39.880900] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:39.914295] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:39.914455] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:39.914499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:39.914530] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:39.918066] [DEBUG] [FORECASTER] MHN: Forecast T+1@11:T+2@11: UP (p=95.98%)
[2025-10-13T23:57:39.918445] [INFO ] [FORECASTER] Completed predict_future for MHN
[2025-10-13T23:57:39.918599] [INFO ] [sig       ] MHN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:40.062925] [INFO ] [LOCAL     ] Saved forecast: MHN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MHN.txt
[2025-10-13T23:57:40.063221] [INFO ] [sig       ] [1166/1810] Completed MHN in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:40.063283] [INFO ] [sig       ] [1167/1810] Forecasting MHO...
[2025-10-13T23:57:40.063318] [INFO ] [sig       ] Generating forecast for: MHO
[2025-10-13T23:57:40.063349] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MHO' from 'https://tdm.silogroup.org/data/derivative_storage/MHO.csv'.
[2025-10-13T23:57:40.073025] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MHO'.
[2025-10-13T23:57:40.073476] [INFO ] [FORECASTER] Starting predict_future for MHO
[2025-10-13T23:57:40.099073] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:40.099827] [DEBUG] [LOCAL     ] No optimal features file found for MHO: ./output/feature-sets/MHO.txt
[2025-10-13T23:57:40.099885] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:40.099920] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:40.099950] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:40.100008] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:40.117842] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:40.118510] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:40.118593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:40.118628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:40.154706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:40.154830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:40.154870] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:40.154900] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:40.158166] [DEBUG] [FORECASTER] MHO: Forecast T+1@11:T+2@11: UP (p=63.46%)
[2025-10-13T23:57:40.158436] [INFO ] [FORECASTER] Completed predict_future for MHO
[2025-10-13T23:57:40.158571] [INFO ] [sig       ] MHO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:40.299255] [INFO ] [LOCAL     ] Saved forecast: MHO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MHO.txt
[2025-10-13T23:57:40.299496] [INFO ] [sig       ] [1167/1810] Completed MHO in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:40.299538] [INFO ] [sig       ] [1168/1810] Forecasting MIN...
[2025-10-13T23:57:40.299569] [INFO ] [sig       ] Generating forecast for: MIN
[2025-10-13T23:57:40.299602] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIN' from 'https://tdm.silogroup.org/data/derivative_storage/MIN.csv'.
[2025-10-13T23:57:40.308232] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIN'.
[2025-10-13T23:57:40.308530] [INFO ] [FORECASTER] Starting predict_future for MIN
[2025-10-13T23:57:40.333126] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:40.333873] [DEBUG] [LOCAL     ] No optimal features file found for MIN: ./output/feature-sets/MIN.txt
[2025-10-13T23:57:40.333929] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:40.333963] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:40.333991] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:40.334046] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:40.351543] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:40.352136] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:40.352218] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:40.352253] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:40.387005] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:40.387166] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:40.387614] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:40.387687] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:40.391504] [DEBUG] [FORECASTER] MIN: Forecast T+1@11:T+2@11: UP (p=95.45%)
[2025-10-13T23:57:40.391821] [INFO ] [FORECASTER] Completed predict_future for MIN
[2025-10-13T23:57:40.391967] [INFO ] [sig       ] MIN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:40.533795] [INFO ] [LOCAL     ] Saved forecast: MIN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MIN.txt
[2025-10-13T23:57:40.534012] [INFO ] [sig       ] [1168/1810] Completed MIN in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:40.534054] [INFO ] [sig       ] [1169/1810] Forecasting MIR...
[2025-10-13T23:57:40.534085] [INFO ] [sig       ] Generating forecast for: MIR
[2025-10-13T23:57:40.534118] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIR' from 'https://tdm.silogroup.org/data/derivative_storage/MIR.csv'.
[2025-10-13T23:57:40.543129] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIR'.
[2025-10-13T23:57:40.543451] [INFO ] [FORECASTER] Starting predict_future for MIR
[2025-10-13T23:57:40.568341] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:40.569087] [DEBUG] [LOCAL     ] No optimal features file found for MIR: ./output/feature-sets/MIR.txt
[2025-10-13T23:57:40.569141] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:40.569174] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:40.569203] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:40.569259] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:40.586077] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:40.586751] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:40.586833] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:40.586867] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:40.622224] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:40.622359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:40.622398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:40.622427] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:40.625737] [DEBUG] [FORECASTER] MIR: Forecast T+1@11:T+2@11: DOWN (p=18.68%)
[2025-10-13T23:57:40.625997] [INFO ] [FORECASTER] Completed predict_future for MIR
[2025-10-13T23:57:40.626128] [INFO ] [sig       ] MIR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:40.765062] [INFO ] [LOCAL     ] Saved forecast: MIR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MIR.txt
[2025-10-13T23:57:40.765276] [INFO ] [sig       ] [1169/1810] Completed MIR in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:40.765318] [INFO ] [sig       ] [1170/1810] Forecasting MITP...
[2025-10-13T23:57:40.765350] [INFO ] [sig       ] Generating forecast for: MITP
[2025-10-13T23:57:40.765381] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MITP' from 'https://tdm.silogroup.org/data/derivative_storage/MITP.csv'.
[2025-10-13T23:57:40.774145] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'MITP'.
[2025-10-13T23:57:40.774456] [INFO ] [FORECASTER] Starting predict_future for MITP
[2025-10-13T23:57:40.799435] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:40.800409] [DEBUG] [LOCAL     ] No optimal features file found for MITP: ./output/feature-sets/MITP.txt
[2025-10-13T23:57:40.800465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:40.800500] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:40.800528] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:40.800584] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:40.817565] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:40.818141] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:40.818222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:40.818255] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:40.856019] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:40.856165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:40.856234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:40.856288] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:40.859896] [DEBUG] [FORECASTER] MITP: Forecast T+1@11:T+2@11: UP (p=81.06%)
[2025-10-13T23:57:40.860219] [INFO ] [FORECASTER] Completed predict_future for MITP
[2025-10-13T23:57:40.860367] [INFO ] [sig       ] MITP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:41.001291] [INFO ] [LOCAL     ] Saved forecast: MITP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MITP.txt
[2025-10-13T23:57:41.001519] [INFO ] [sig       ] [1170/1810] Completed MITP in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:41.001579] [INFO ] [sig       ] [1171/1810] Forecasting MITT...
[2025-10-13T23:57:41.001613] [INFO ] [sig       ] Generating forecast for: MITT
[2025-10-13T23:57:41.001669] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MITT' from 'https://tdm.silogroup.org/data/derivative_storage/MITT.csv'.
[2025-10-13T23:57:41.010565] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MITT'.
[2025-10-13T23:57:41.010922] [INFO ] [FORECASTER] Starting predict_future for MITT
[2025-10-13T23:57:41.035914] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:41.036599] [DEBUG] [LOCAL     ] No optimal features file found for MITT: ./output/feature-sets/MITT.txt
[2025-10-13T23:57:41.036675] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:41.036726] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:41.036758] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:41.036816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:41.053883] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:41.054488] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:41.054570] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:41.054603] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:41.088567] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:41.088688] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:41.088740] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:41.088813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:41.091917] [DEBUG] [FORECASTER] MITT: Forecast T+1@11:T+2@11: UP (p=76.11%)
[2025-10-13T23:57:41.092168] [INFO ] [FORECASTER] Completed predict_future for MITT
[2025-10-13T23:57:41.092293] [INFO ] [sig       ] MITT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:41.234601] [INFO ] [LOCAL     ] Saved forecast: MITT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MITT.txt
[2025-10-13T23:57:41.234913] [INFO ] [sig       ] [1171/1810] Completed MITT in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:41.234961] [INFO ] [sig       ] [1172/1810] Forecasting MIY...
[2025-10-13T23:57:41.234993] [INFO ] [sig       ] Generating forecast for: MIY
[2025-10-13T23:57:41.235026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MIY' from 'https://tdm.silogroup.org/data/derivative_storage/MIY.csv'.
[2025-10-13T23:57:41.243943] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MIY'.
[2025-10-13T23:57:41.244224] [INFO ] [FORECASTER] Starting predict_future for MIY
[2025-10-13T23:57:41.268964] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:41.269670] [DEBUG] [LOCAL     ] No optimal features file found for MIY: ./output/feature-sets/MIY.txt
[2025-10-13T23:57:41.269728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:41.269763] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:41.269791] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:41.269849] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:41.287413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:41.288265] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:41.288346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:41.288381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:41.324186] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:41.324309] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:41.324350] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:41.324397] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:41.327856] [DEBUG] [FORECASTER] MIY: Forecast T+1@11:T+2@11: UP (p=93.13%)
[2025-10-13T23:57:41.328122] [INFO ] [FORECASTER] Completed predict_future for MIY
[2025-10-13T23:57:41.328256] [INFO ] [sig       ] MIY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:41.470069] [INFO ] [LOCAL     ] Saved forecast: MIY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MIY.txt
[2025-10-13T23:57:41.470275] [INFO ] [sig       ] [1172/1810] Completed MIY in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:41.470315] [INFO ] [sig       ] [1173/1810] Forecasting MKC...
[2025-10-13T23:57:41.470346] [INFO ] [sig       ] Generating forecast for: MKC
[2025-10-13T23:57:41.470378] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MKC' from 'https://tdm.silogroup.org/data/derivative_storage/MKC.csv'.
[2025-10-13T23:57:41.479456] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MKC'.
[2025-10-13T23:57:41.479747] [INFO ] [FORECASTER] Starting predict_future for MKC
[2025-10-13T23:57:41.504878] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:41.505555] [DEBUG] [LOCAL     ] No optimal features file found for MKC: ./output/feature-sets/MKC.txt
[2025-10-13T23:57:41.505609] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:41.505663] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:41.505717] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:41.505796] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:41.522788] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:41.523348] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:41.523425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:41.523459] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:41.559486] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:41.559627] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:41.559705] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:41.559747] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:41.563126] [DEBUG] [FORECASTER] MKC: Forecast T+1@11:T+2@11: UP (p=94.74%)
[2025-10-13T23:57:41.563405] [INFO ] [FORECASTER] Completed predict_future for MKC
[2025-10-13T23:57:41.563542] [INFO ] [sig       ] MKC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:41.709287] [INFO ] [LOCAL     ] Saved forecast: MKC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MKC.txt
[2025-10-13T23:57:41.709567] [INFO ] [sig       ] [1173/1810] Completed MKC in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:41.709631] [INFO ] [sig       ] [1174/1810] Forecasting MKL...
[2025-10-13T23:57:41.709706] [INFO ] [sig       ] Generating forecast for: MKL
[2025-10-13T23:57:41.709751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MKL' from 'https://tdm.silogroup.org/data/derivative_storage/MKL.csv'.
[2025-10-13T23:57:41.719349] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MKL'.
[2025-10-13T23:57:41.719789] [INFO ] [FORECASTER] Starting predict_future for MKL
[2025-10-13T23:57:41.744215] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:41.744945] [DEBUG] [LOCAL     ] No optimal features file found for MKL: ./output/feature-sets/MKL.txt
[2025-10-13T23:57:41.745000] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:41.745034] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:41.745062] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:41.745119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:41.761895] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:41.762491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:41.762569] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:41.762604] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:41.796489] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:41.796696] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:41.796755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:41.796789] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:41.800231] [DEBUG] [FORECASTER] MKL: Forecast T+1@11:T+2@11: UP (p=69.91%)
[2025-10-13T23:57:41.800497] [INFO ] [FORECASTER] Completed predict_future for MKL
[2025-10-13T23:57:41.800623] [INFO ] [sig       ] MKL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:41.938723] [INFO ] [LOCAL     ] Saved forecast: MKL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MKL.txt
[2025-10-13T23:57:41.938922] [INFO ] [sig       ] [1174/1810] Completed MKL in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.6m
[2025-10-13T23:57:41.938963] [INFO ] [sig       ] [1175/1810] Forecasting MLI...
[2025-10-13T23:57:41.938994] [INFO ] [sig       ] Generating forecast for: MLI
[2025-10-13T23:57:41.939026] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLI' from 'https://tdm.silogroup.org/data/derivative_storage/MLI.csv'.
[2025-10-13T23:57:41.948317] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLI'.
[2025-10-13T23:57:41.948677] [INFO ] [FORECASTER] Starting predict_future for MLI
[2025-10-13T23:57:41.973108] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:41.973817] [DEBUG] [LOCAL     ] No optimal features file found for MLI: ./output/feature-sets/MLI.txt
[2025-10-13T23:57:41.973872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:41.973906] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:41.973934] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:41.973991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:41.991055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:41.991570] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:41.991667] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:41.991722] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:42.031455] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:42.031601] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:42.031682] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:42.031730] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:42.035238] [DEBUG] [FORECASTER] MLI: Forecast T+1@11:T+2@11: DOWN (p=6.40%)
[2025-10-13T23:57:42.035529] [INFO ] [FORECASTER] Completed predict_future for MLI
[2025-10-13T23:57:42.035687] [INFO ] [sig       ] MLI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:42.173699] [INFO ] [LOCAL     ] Saved forecast: MLI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MLI.txt
[2025-10-13T23:57:42.173941] [INFO ] [sig       ] [1175/1810] Completed MLI in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:42.174013] [INFO ] [sig       ] [1176/1810] Forecasting MLM...
[2025-10-13T23:57:42.174048] [INFO ] [sig       ] Generating forecast for: MLM
[2025-10-13T23:57:42.174080] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLM' from 'https://tdm.silogroup.org/data/derivative_storage/MLM.csv'.
[2025-10-13T23:57:42.184005] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLM'.
[2025-10-13T23:57:42.184362] [INFO ] [FORECASTER] Starting predict_future for MLM
[2025-10-13T23:57:42.210263] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:42.210975] [DEBUG] [LOCAL     ] No optimal features file found for MLM: ./output/feature-sets/MLM.txt
[2025-10-13T23:57:42.211030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:42.211064] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:42.211092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:42.211148] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:42.228566] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:42.229187] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:42.229270] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:42.229330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:42.265330] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:42.265471] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:42.265513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:42.265545] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:42.268989] [DEBUG] [FORECASTER] MLM: Forecast T+1@11:T+2@11: UP (p=62.01%)
[2025-10-13T23:57:42.269250] [INFO ] [FORECASTER] Completed predict_future for MLM
[2025-10-13T23:57:42.269381] [INFO ] [sig       ] MLM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:42.410481] [INFO ] [LOCAL     ] Saved forecast: MLM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MLM.txt
[2025-10-13T23:57:42.410746] [INFO ] [sig       ] [1176/1810] Completed MLM in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:42.410816] [INFO ] [sig       ] [1177/1810] Forecasting MLNK...
[2025-10-13T23:57:42.410851] [INFO ] [sig       ] Generating forecast for: MLNK
[2025-10-13T23:57:42.410887] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLNK' from 'https://tdm.silogroup.org/data/derivative_storage/MLNK.csv'.
[2025-10-13T23:57:42.419869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLNK'.
[2025-10-13T23:57:42.420147] [INFO ] [FORECASTER] Starting predict_future for MLNK
[2025-10-13T23:57:42.445725] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:42.446568] [DEBUG] [LOCAL     ] No optimal features file found for MLNK: ./output/feature-sets/MLNK.txt
[2025-10-13T23:57:42.446626] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:42.446699] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:42.446742] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:42.446803] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:42.465230] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:42.466189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:42.466279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:42.466315] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:42.500955] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:42.501062] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:42.501100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:42.501130] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:42.504386] [DEBUG] [FORECASTER] MLNK: Forecast T+1@11:T+2@11: UP (p=86.49%)
[2025-10-13T23:57:42.504664] [INFO ] [FORECASTER] Completed predict_future for MLNK
[2025-10-13T23:57:42.504819] [INFO ] [sig       ] MLNK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:42.645067] [INFO ] [LOCAL     ] Saved forecast: MLNK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MLNK.txt
[2025-10-13T23:57:42.645278] [INFO ] [sig       ] [1177/1810] Completed MLNK in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:42.645319] [INFO ] [sig       ] [1178/1810] Forecasting MLP...
[2025-10-13T23:57:42.645350] [INFO ] [sig       ] Generating forecast for: MLP
[2025-10-13T23:57:42.645382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLP' from 'https://tdm.silogroup.org/data/derivative_storage/MLP.csv'.
[2025-10-13T23:57:42.654124] [DEBUG] [REMOTE    ] Successfully parsed 1787 rows of historical data for symbol 'MLP'.
[2025-10-13T23:57:42.654375] [INFO ] [FORECASTER] Starting predict_future for MLP
[2025-10-13T23:57:42.679052] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:42.679848] [DEBUG] [LOCAL     ] No optimal features file found for MLP: ./output/feature-sets/MLP.txt
[2025-10-13T23:57:42.679918] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:42.679953] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:42.680032] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:42.680102] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:42.697510] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:42.698143] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:42.698227] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:42.698261] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:42.732583] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:42.732794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:42.732848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:42.732907] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:42.736394] [DEBUG] [FORECASTER] MLP: Forecast T+1@11:T+2@11: DOWN (p=7.48%)
[2025-10-13T23:57:42.736697] [INFO ] [FORECASTER] Completed predict_future for MLP
[2025-10-13T23:57:42.736848] [INFO ] [sig       ] MLP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:42.876465] [INFO ] [LOCAL     ] Saved forecast: MLP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MLP.txt
[2025-10-13T23:57:42.876705] [INFO ] [sig       ] [1178/1810] Completed MLP in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:42.876767] [INFO ] [sig       ] [1179/1810] Forecasting MLR...
[2025-10-13T23:57:42.876802] [INFO ] [sig       ] Generating forecast for: MLR
[2025-10-13T23:57:42.876836] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MLR' from 'https://tdm.silogroup.org/data/derivative_storage/MLR.csv'.
[2025-10-13T23:57:42.885056] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MLR'.
[2025-10-13T23:57:42.885320] [INFO ] [FORECASTER] Starting predict_future for MLR
[2025-10-13T23:57:42.909916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:42.910610] [DEBUG] [LOCAL     ] No optimal features file found for MLR: ./output/feature-sets/MLR.txt
[2025-10-13T23:57:42.910687] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:42.910734] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:42.910764] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:42.910820] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:42.928503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:42.929204] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:42.929289] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:42.929323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:42.965497] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:42.965580] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:42.965617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:42.965672] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:42.968781] [DEBUG] [FORECASTER] MLR: Forecast T+1@11:T+2@11: DOWN (p=10.03%)
[2025-10-13T23:57:42.969035] [INFO ] [FORECASTER] Completed predict_future for MLR
[2025-10-13T23:57:42.969168] [INFO ] [sig       ] MLR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:43.110565] [INFO ] [LOCAL     ] Saved forecast: MLR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MLR.txt
[2025-10-13T23:57:43.110820] [INFO ] [sig       ] [1179/1810] Completed MLR in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:43.110883] [INFO ] [sig       ] [1180/1810] Forecasting MMC...
[2025-10-13T23:57:43.110922] [INFO ] [sig       ] Generating forecast for: MMC
[2025-10-13T23:57:43.110957] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMC' from 'https://tdm.silogroup.org/data/derivative_storage/MMC.csv'.
[2025-10-13T23:57:43.119814] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMC'.
[2025-10-13T23:57:43.120076] [INFO ] [FORECASTER] Starting predict_future for MMC
[2025-10-13T23:57:43.149176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:43.150029] [DEBUG] [LOCAL     ] No optimal features file found for MMC: ./output/feature-sets/MMC.txt
[2025-10-13T23:57:43.150087] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:43.150124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:43.150154] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:43.150223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:43.167965] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:43.168712] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:43.168795] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:43.168829] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:43.205754] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:43.205900] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:43.205944] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:43.205974] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:43.209357] [DEBUG] [FORECASTER] MMC: Forecast T+1@11:T+2@11: UP (p=72.22%)
[2025-10-13T23:57:43.209614] [INFO ] [FORECASTER] Completed predict_future for MMC
[2025-10-13T23:57:43.209777] [INFO ] [sig       ] MMC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:43.349981] [INFO ] [LOCAL     ] Saved forecast: MMC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MMC.txt
[2025-10-13T23:57:43.350204] [INFO ] [sig       ] [1180/1810] Completed MMC in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:43.350247] [INFO ] [sig       ] [1181/1810] Forecasting MMD...
[2025-10-13T23:57:43.350279] [INFO ] [sig       ] Generating forecast for: MMD
[2025-10-13T23:57:43.350310] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMD' from 'https://tdm.silogroup.org/data/derivative_storage/MMD.csv'.
[2025-10-13T23:57:43.359372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMD'.
[2025-10-13T23:57:43.359675] [INFO ] [FORECASTER] Starting predict_future for MMD
[2025-10-13T23:57:43.384472] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:43.385231] [DEBUG] [LOCAL     ] No optimal features file found for MMD: ./output/feature-sets/MMD.txt
[2025-10-13T23:57:43.385286] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:43.385320] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:43.385348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:43.385405] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:43.402224] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:43.402850] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:43.402934] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:43.402967] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:43.440256] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:43.440400] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:43.440438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:43.440466] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:43.445738] [DEBUG] [FORECASTER] MMD: Forecast T+1@11:T+2@11: DOWN (p=22.61%)
[2025-10-13T23:57:43.446001] [INFO ] [FORECASTER] Completed predict_future for MMD
[2025-10-13T23:57:43.446125] [INFO ] [sig       ] MMD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:43.587281] [INFO ] [LOCAL     ] Saved forecast: MMD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MMD.txt
[2025-10-13T23:57:43.587548] [INFO ] [sig       ] [1181/1810] Completed MMD in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:43.587609] [INFO ] [sig       ] [1182/1810] Forecasting MMI...
[2025-10-13T23:57:43.587676] [INFO ] [sig       ] Generating forecast for: MMI
[2025-10-13T23:57:43.587736] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMI' from 'https://tdm.silogroup.org/data/derivative_storage/MMI.csv'.
[2025-10-13T23:57:43.596481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMI'.
[2025-10-13T23:57:43.596898] [INFO ] [FORECASTER] Starting predict_future for MMI
[2025-10-13T23:57:43.622616] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:43.623472] [DEBUG] [LOCAL     ] No optimal features file found for MMI: ./output/feature-sets/MMI.txt
[2025-10-13T23:57:43.623530] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:43.623566] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:43.623594] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:43.623676] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:43.641853] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:43.642702] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:43.642789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:43.642824] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:43.677155] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:43.677337] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:43.677380] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:43.677411] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:43.681063] [DEBUG] [FORECASTER] MMI: Forecast T+1@11:T+2@11: UP (p=88.78%)
[2025-10-13T23:57:43.681390] [INFO ] [FORECASTER] Completed predict_future for MMI
[2025-10-13T23:57:43.681532] [INFO ] [sig       ] MMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:43.823800] [INFO ] [LOCAL     ] Saved forecast: MMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MMI.txt
[2025-10-13T23:57:43.824059] [INFO ] [sig       ] [1182/1810] Completed MMI in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:43.824102] [INFO ] [sig       ] [1183/1810] Forecasting MMM...
[2025-10-13T23:57:43.824133] [INFO ] [sig       ] Generating forecast for: MMM
[2025-10-13T23:57:43.824166] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMM' from 'https://tdm.silogroup.org/data/derivative_storage/MMM.csv'.
[2025-10-13T23:57:43.833855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMM'.
[2025-10-13T23:57:43.834222] [INFO ] [FORECASTER] Starting predict_future for MMM
[2025-10-13T23:57:43.863358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:43.864191] [DEBUG] [LOCAL     ] No optimal features file found for MMM: ./output/feature-sets/MMM.txt
[2025-10-13T23:57:43.864246] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:43.864280] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:43.864308] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:43.864364] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:43.884971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:43.885588] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:43.886790] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:43.886934] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:43.925461] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:43.925552] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:43.925588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:43.925617] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:43.928727] [DEBUG] [FORECASTER] MMM: Forecast T+1@11:T+2@11: DOWN (p=22.41%)
[2025-10-13T23:57:43.928992] [INFO ] [FORECASTER] Completed predict_future for MMM
[2025-10-13T23:57:43.929121] [INFO ] [sig       ] MMM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:44.074204] [INFO ] [LOCAL     ] Saved forecast: MMM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MMM.txt
[2025-10-13T23:57:44.074497] [INFO ] [sig       ] [1183/1810] Completed MMM in 0.3s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:44.074551] [INFO ] [sig       ] [1184/1810] Forecasting MMS...
[2025-10-13T23:57:44.074584] [INFO ] [sig       ] Generating forecast for: MMS
[2025-10-13T23:57:44.074616] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMS' from 'https://tdm.silogroup.org/data/derivative_storage/MMS.csv'.
[2025-10-13T23:57:44.084597] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMS'.
[2025-10-13T23:57:44.084990] [INFO ] [FORECASTER] Starting predict_future for MMS
[2025-10-13T23:57:44.109837] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:44.110597] [DEBUG] [LOCAL     ] No optimal features file found for MMS: ./output/feature-sets/MMS.txt
[2025-10-13T23:57:44.110676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:44.110729] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:44.110761] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:44.110818] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:44.127820] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:44.128508] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:44.128591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:44.128625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:44.165074] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:44.165249] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:44.165291] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:44.165322] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:44.168887] [DEBUG] [FORECASTER] MMS: Forecast T+1@11:T+2@11: UP (p=83.49%)
[2025-10-13T23:57:44.169165] [INFO ] [FORECASTER] Completed predict_future for MMS
[2025-10-13T23:57:44.169303] [INFO ] [sig       ] MMS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:44.310570] [INFO ] [LOCAL     ] Saved forecast: MMS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MMS.txt
[2025-10-13T23:57:44.310889] [INFO ] [sig       ] [1184/1810] Completed MMS in 0.2s | 4.16 sym/s | Total: 4.7m | ETA: 2.5m
[2025-10-13T23:57:44.310949] [INFO ] [sig       ] [1185/1810] Forecasting MMT...
[2025-10-13T23:57:44.310981] [INFO ] [sig       ] Generating forecast for: MMT
[2025-10-13T23:57:44.311014] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMT' from 'https://tdm.silogroup.org/data/derivative_storage/MMT.csv'.
[2025-10-13T23:57:44.321366] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMT'.
[2025-10-13T23:57:44.321737] [INFO ] [FORECASTER] Starting predict_future for MMT
[2025-10-13T23:57:44.346343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:44.347088] [DEBUG] [LOCAL     ] No optimal features file found for MMT: ./output/feature-sets/MMT.txt
[2025-10-13T23:57:44.347143] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:44.347177] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:44.347205] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:44.347261] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:44.364215] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:44.364789] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:44.364872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:44.364906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:44.399910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:44.400018] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:44.400055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:44.400105] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:44.403212] [DEBUG] [FORECASTER] MMT: Forecast T+1@11:T+2@11: UP (p=99.17%)
[2025-10-13T23:57:44.403468] [INFO ] [FORECASTER] Completed predict_future for MMT
[2025-10-13T23:57:44.403600] [INFO ] [sig       ] MMT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:44.541226] [INFO ] [LOCAL     ] Saved forecast: MMT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MMT.txt
[2025-10-13T23:57:44.541441] [INFO ] [sig       ] [1185/1810] Completed MMT in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:44.541483] [INFO ] [sig       ] [1186/1810] Forecasting MMU...
[2025-10-13T23:57:44.541514] [INFO ] [sig       ] Generating forecast for: MMU
[2025-10-13T23:57:44.541546] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MMU' from 'https://tdm.silogroup.org/data/derivative_storage/MMU.csv'.
[2025-10-13T23:57:44.551018] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MMU'.
[2025-10-13T23:57:44.551298] [INFO ] [FORECASTER] Starting predict_future for MMU
[2025-10-13T23:57:44.575586] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:44.576284] [DEBUG] [LOCAL     ] No optimal features file found for MMU: ./output/feature-sets/MMU.txt
[2025-10-13T23:57:44.576339] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:44.576372] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:44.576399] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:44.576456] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:44.593283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:44.593848] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:44.593927] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:44.593964] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:44.630357] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:44.630444] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:44.630480] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:44.630508] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:44.633514] [DEBUG] [FORECASTER] MMU: Forecast T+1@11:T+2@11: UP (p=73.71%)
[2025-10-13T23:57:44.633803] [INFO ] [FORECASTER] Completed predict_future for MMU
[2025-10-13T23:57:44.633936] [INFO ] [sig       ] MMU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:44.773434] [INFO ] [LOCAL     ] Saved forecast: MMU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MMU.txt
[2025-10-13T23:57:44.773671] [INFO ] [sig       ] [1186/1810] Completed MMU in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:44.773739] [INFO ] [sig       ] [1187/1810] Forecasting MNR...
[2025-10-13T23:57:44.773790] [INFO ] [sig       ] Generating forecast for: MNR
[2025-10-13T23:57:44.773833] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MNR' from 'https://tdm.silogroup.org/data/derivative_storage/MNR.csv'.
[2025-10-13T23:57:44.783177] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MNR'.
[2025-10-13T23:57:44.783571] [INFO ] [FORECASTER] Starting predict_future for MNR
[2025-10-13T23:57:44.808859] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:44.809639] [DEBUG] [LOCAL     ] No optimal features file found for MNR: ./output/feature-sets/MNR.txt
[2025-10-13T23:57:44.809722] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:44.809759] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:44.809787] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:44.809843] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:44.826809] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:44.827624] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:44.827734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:44.827775] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:44.864500] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:44.864706] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:44.864766] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:44.864799] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:44.868261] [DEBUG] [FORECASTER] MNR: Forecast T+1@11:T+2@11: UP (p=89.12%)
[2025-10-13T23:57:44.868553] [INFO ] [FORECASTER] Completed predict_future for MNR
[2025-10-13T23:57:44.868723] [INFO ] [sig       ] MNR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:45.010755] [INFO ] [LOCAL     ] Saved forecast: MNR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MNR.txt
[2025-10-13T23:57:45.011015] [INFO ] [sig       ] [1187/1810] Completed MNR in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:45.011059] [INFO ] [sig       ] [1188/1810] Forecasting MNSO...
[2025-10-13T23:57:45.011088] [INFO ] [sig       ] Generating forecast for: MNSO
[2025-10-13T23:57:45.011121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MNSO' from 'https://tdm.silogroup.org/data/derivative_storage/MNSO.csv'.
[2025-10-13T23:57:45.020132] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MNSO'.
[2025-10-13T23:57:45.020477] [INFO ] [FORECASTER] Starting predict_future for MNSO
[2025-10-13T23:57:45.047620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:45.048461] [DEBUG] [LOCAL     ] No optimal features file found for MNSO: ./output/feature-sets/MNSO.txt
[2025-10-13T23:57:45.048518] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:45.048553] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:45.048582] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:45.048639] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:45.065555] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:45.066159] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:45.066239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:45.066272] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:45.102259] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:45.102387] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:45.102457] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:45.102526] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:45.105799] [DEBUG] [FORECASTER] MNSO: Forecast T+1@11:T+2@11: UP (p=80.14%)
[2025-10-13T23:57:45.106055] [INFO ] [FORECASTER] Completed predict_future for MNSO
[2025-10-13T23:57:45.106186] [INFO ] [sig       ] MNSO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:45.250169] [INFO ] [LOCAL     ] Saved forecast: MNSO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MNSO.txt
[2025-10-13T23:57:45.250431] [INFO ] [sig       ] [1188/1810] Completed MNSO in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:45.250484] [INFO ] [sig       ] [1189/1810] Forecasting MOD...
[2025-10-13T23:57:45.250517] [INFO ] [sig       ] Generating forecast for: MOD
[2025-10-13T23:57:45.250554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOD' from 'https://tdm.silogroup.org/data/derivative_storage/MOD.csv'.
[2025-10-13T23:57:45.259694] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOD'.
[2025-10-13T23:57:45.259951] [INFO ] [FORECASTER] Starting predict_future for MOD
[2025-10-13T23:57:45.285115] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:45.285919] [DEBUG] [LOCAL     ] No optimal features file found for MOD: ./output/feature-sets/MOD.txt
[2025-10-13T23:57:45.285976] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:45.286013] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:45.286041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:45.286098] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:45.303943] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:45.304841] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:45.304924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:45.304958] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:45.340999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:45.341081] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:45.341119] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:45.341149] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:45.344166] [DEBUG] [FORECASTER] MOD: Forecast T+1@11:T+2@11: DOWN (p=3.04%)
[2025-10-13T23:57:45.344414] [INFO ] [FORECASTER] Completed predict_future for MOD
[2025-10-13T23:57:45.344541] [INFO ] [sig       ] MOD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:45.483800] [INFO ] [LOCAL     ] Saved forecast: MOD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MOD.txt
[2025-10-13T23:57:45.484011] [INFO ] [sig       ] [1189/1810] Completed MOD in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:45.484053] [INFO ] [sig       ] [1190/1810] Forecasting MODG...
[2025-10-13T23:57:45.484083] [INFO ] [sig       ] Generating forecast for: MODG
[2025-10-13T23:57:45.484115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MODG' from 'https://tdm.silogroup.org/data/derivative_storage/MODG.csv'.
[2025-10-13T23:57:45.492344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MODG'.
[2025-10-13T23:57:45.492619] [INFO ] [FORECASTER] Starting predict_future for MODG
[2025-10-13T23:57:45.517366] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:45.518104] [DEBUG] [LOCAL     ] No optimal features file found for MODG: ./output/feature-sets/MODG.txt
[2025-10-13T23:57:45.518158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:45.518191] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:45.518219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:45.518275] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:45.535139] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:45.535675] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:45.535758] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:45.535792] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:45.572974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:45.573082] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:45.573120] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:45.573150] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:45.576284] [DEBUG] [FORECASTER] MODG: Forecast T+1@11:T+2@11: UP (p=92.10%)
[2025-10-13T23:57:45.576538] [INFO ] [FORECASTER] Completed predict_future for MODG
[2025-10-13T23:57:45.576693] [INFO ] [sig       ] MODG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:45.715743] [INFO ] [LOCAL     ] Saved forecast: MODG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MODG.txt
[2025-10-13T23:57:45.715956] [INFO ] [sig       ] [1190/1810] Completed MODG in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:45.716007] [INFO ] [sig       ] [1191/1810] Forecasting MOH...
[2025-10-13T23:57:45.716038] [INFO ] [sig       ] Generating forecast for: MOH
[2025-10-13T23:57:45.716070] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOH' from 'https://tdm.silogroup.org/data/derivative_storage/MOH.csv'.
[2025-10-13T23:57:45.724664] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOH'.
[2025-10-13T23:57:45.724942] [INFO ] [FORECASTER] Starting predict_future for MOH
[2025-10-13T23:57:45.749713] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:45.750453] [DEBUG] [LOCAL     ] No optimal features file found for MOH: ./output/feature-sets/MOH.txt
[2025-10-13T23:57:45.750507] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:45.750588] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:45.750626] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:45.750719] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:45.767907] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:45.768473] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:45.768555] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:45.768588] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:45.797800] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:45.797906] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:45.797953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:45.797990] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:45.801374] [DEBUG] [FORECASTER] MOH: Forecast T+1@11:T+2@11: UP (p=94.14%)
[2025-10-13T23:57:45.801685] [INFO ] [FORECASTER] Completed predict_future for MOH
[2025-10-13T23:57:45.801825] [INFO ] [sig       ] MOH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:45.967788] [INFO ] [LOCAL     ] Saved forecast: MOH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MOH.txt
[2025-10-13T23:57:45.968051] [INFO ] [sig       ] [1191/1810] Completed MOH in 0.3s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:45.968112] [INFO ] [sig       ] [1192/1810] Forecasting MOS...
[2025-10-13T23:57:45.968147] [INFO ] [sig       ] Generating forecast for: MOS
[2025-10-13T23:57:45.968180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MOS' from 'https://tdm.silogroup.org/data/derivative_storage/MOS.csv'.
[2025-10-13T23:57:45.977864] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MOS'.
[2025-10-13T23:57:45.978271] [INFO ] [FORECASTER] Starting predict_future for MOS
[2025-10-13T23:57:46.008631] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:46.009603] [DEBUG] [LOCAL     ] No optimal features file found for MOS: ./output/feature-sets/MOS.txt
[2025-10-13T23:57:46.009684] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:46.009734] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:46.009765] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:46.009823] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:46.027471] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:46.028136] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:46.028223] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:46.028258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:46.063627] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:46.063727] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:46.063774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:46.063804] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:46.066822] [DEBUG] [FORECASTER] MOS: Forecast T+1@11:T+2@11: UP (p=78.28%)
[2025-10-13T23:57:46.067071] [INFO ] [FORECASTER] Completed predict_future for MOS
[2025-10-13T23:57:46.067197] [INFO ] [sig       ] MOS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:46.207508] [INFO ] [LOCAL     ] Saved forecast: MOS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MOS.txt
[2025-10-13T23:57:46.207744] [INFO ] [sig       ] [1192/1810] Completed MOS in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:46.207804] [INFO ] [sig       ] [1193/1810] Forecasting MPA...
[2025-10-13T23:57:46.207839] [INFO ] [sig       ] Generating forecast for: MPA
[2025-10-13T23:57:46.207871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPA' from 'https://tdm.silogroup.org/data/derivative_storage/MPA.csv'.
[2025-10-13T23:57:46.216693] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPA'.
[2025-10-13T23:57:46.216955] [INFO ] [FORECASTER] Starting predict_future for MPA
[2025-10-13T23:57:46.241865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:46.242572] [DEBUG] [LOCAL     ] No optimal features file found for MPA: ./output/feature-sets/MPA.txt
[2025-10-13T23:57:46.242627] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:46.242696] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:46.242736] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:46.242794] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:46.259856] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:46.260411] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:46.260492] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:46.260525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:46.293984] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:46.294075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:46.294111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:46.294140] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:46.297161] [DEBUG] [FORECASTER] MPA: Forecast T+1@11:T+2@11: DOWN (p=16.45%)
[2025-10-13T23:57:46.297407] [INFO ] [FORECASTER] Completed predict_future for MPA
[2025-10-13T23:57:46.297558] [INFO ] [sig       ] MPA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:46.437585] [INFO ] [LOCAL     ] Saved forecast: MPA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MPA.txt
[2025-10-13T23:57:46.437814] [INFO ] [sig       ] [1193/1810] Completed MPA in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:46.437871] [INFO ] [sig       ] [1194/1810] Forecasting MPC...
[2025-10-13T23:57:46.437905] [INFO ] [sig       ] Generating forecast for: MPC
[2025-10-13T23:57:46.437943] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPC' from 'https://tdm.silogroup.org/data/derivative_storage/MPC.csv'.
[2025-10-13T23:57:46.447717] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPC'.
[2025-10-13T23:57:46.448060] [INFO ] [FORECASTER] Starting predict_future for MPC
[2025-10-13T23:57:46.473109] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:46.473814] [DEBUG] [LOCAL     ] No optimal features file found for MPC: ./output/feature-sets/MPC.txt
[2025-10-13T23:57:46.473869] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:46.473901] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:46.473929] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:46.473987] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:46.491213] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:46.491801] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:46.491882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:46.491917] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:46.523579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:46.523704] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:46.523755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:46.523788] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:46.526933] [DEBUG] [FORECASTER] MPC: Forecast T+1@11:T+2@11: UP (p=95.93%)
[2025-10-13T23:57:46.527196] [INFO ] [FORECASTER] Completed predict_future for MPC
[2025-10-13T23:57:46.527322] [INFO ] [sig       ] MPC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:46.673395] [INFO ] [LOCAL     ] Saved forecast: MPC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MPC.txt
[2025-10-13T23:57:46.673600] [INFO ] [sig       ] [1194/1810] Completed MPC in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:46.673660] [INFO ] [sig       ] [1195/1810] Forecasting MPLX...
[2025-10-13T23:57:46.673717] [INFO ] [sig       ] Generating forecast for: MPLX
[2025-10-13T23:57:46.673753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPLX' from 'https://tdm.silogroup.org/data/derivative_storage/MPLX.csv'.
[2025-10-13T23:57:46.686457] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPLX'.
[2025-10-13T23:57:46.686784] [INFO ] [FORECASTER] Starting predict_future for MPLX
[2025-10-13T23:57:46.714308] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:46.715156] [DEBUG] [LOCAL     ] No optimal features file found for MPLX: ./output/feature-sets/MPLX.txt
[2025-10-13T23:57:46.715220] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:46.715257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:46.715287] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:46.715347] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:46.732634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:46.733247] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:46.733328] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:46.733360] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:46.767099] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:46.767276] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:46.767323] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:46.767353] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:46.771041] [DEBUG] [FORECASTER] MPLX: Forecast T+1@11:T+2@11: UP (p=58.14%)
[2025-10-13T23:57:46.771315] [INFO ] [FORECASTER] Completed predict_future for MPLX
[2025-10-13T23:57:46.771450] [INFO ] [sig       ] MPLX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:46.916152] [INFO ] [LOCAL     ] Saved forecast: MPLX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MPLX.txt
[2025-10-13T23:57:46.916420] [INFO ] [sig       ] [1195/1810] Completed MPLX in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:46.916464] [INFO ] [sig       ] [1196/1810] Forecasting MPV...
[2025-10-13T23:57:46.916495] [INFO ] [sig       ] Generating forecast for: MPV
[2025-10-13T23:57:46.916526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPV' from 'https://tdm.silogroup.org/data/derivative_storage/MPV.csv'.
[2025-10-13T23:57:46.925301] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPV'.
[2025-10-13T23:57:46.925586] [INFO ] [FORECASTER] Starting predict_future for MPV
[2025-10-13T23:57:46.953544] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:46.954381] [DEBUG] [LOCAL     ] No optimal features file found for MPV: ./output/feature-sets/MPV.txt
[2025-10-13T23:57:46.954449] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:46.954483] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:46.954512] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:46.954568] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:46.971713] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:46.972355] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:46.972441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:46.972476] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:47.007421] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:47.007638] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:47.007727] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:47.007763] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:47.011279] [DEBUG] [FORECASTER] MPV: Forecast T+1@11:T+2@11: UP (p=85.94%)
[2025-10-13T23:57:47.011553] [INFO ] [FORECASTER] Completed predict_future for MPV
[2025-10-13T23:57:47.011715] [INFO ] [sig       ] MPV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:47.161846] [INFO ] [LOCAL     ] Saved forecast: MPV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MPV.txt
[2025-10-13T23:57:47.162117] [INFO ] [sig       ] [1196/1810] Completed MPV in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:47.162160] [INFO ] [sig       ] [1197/1810] Forecasting MPW...
[2025-10-13T23:57:47.162190] [INFO ] [sig       ] Generating forecast for: MPW
[2025-10-13T23:57:47.162222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPW' from 'https://tdm.silogroup.org/data/derivative_storage/MPW.csv'.
[2025-10-13T23:57:47.171258] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPW'.
[2025-10-13T23:57:47.171567] [INFO ] [FORECASTER] Starting predict_future for MPW
[2025-10-13T23:57:47.196313] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:47.197060] [DEBUG] [LOCAL     ] No optimal features file found for MPW: ./output/feature-sets/MPW.txt
[2025-10-13T23:57:47.197115] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:47.197150] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:47.197178] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:47.197235] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:47.214347] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:47.214987] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:47.215067] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:47.215100] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:47.248103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:47.248253] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:47.248292] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:47.248322] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:47.251702] [DEBUG] [FORECASTER] MPW: Forecast T+1@11:T+2@11: UP (p=64.93%)
[2025-10-13T23:57:47.251972] [INFO ] [FORECASTER] Completed predict_future for MPW
[2025-10-13T23:57:47.252137] [INFO ] [sig       ] MPW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:47.394099] [INFO ] [LOCAL     ] Saved forecast: MPW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MPW.txt
[2025-10-13T23:57:47.394324] [INFO ] [sig       ] [1197/1810] Completed MPW in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:47.394365] [INFO ] [sig       ] [1198/1810] Forecasting MPX...
[2025-10-13T23:57:47.394405] [INFO ] [sig       ] Generating forecast for: MPX
[2025-10-13T23:57:47.394438] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MPX' from 'https://tdm.silogroup.org/data/derivative_storage/MPX.csv'.
[2025-10-13T23:57:47.403372] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MPX'.
[2025-10-13T23:57:47.403677] [INFO ] [FORECASTER] Starting predict_future for MPX
[2025-10-13T23:57:47.428785] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:47.429494] [DEBUG] [LOCAL     ] No optimal features file found for MPX: ./output/feature-sets/MPX.txt
[2025-10-13T23:57:47.429550] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:47.429585] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:47.429614] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:47.429696] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:47.446672] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:47.447231] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:47.447307] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:47.447341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:47.481831] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:47.481908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:47.481946] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:47.481976] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:47.485030] [DEBUG] [FORECASTER] MPX: Forecast T+1@11:T+2@11: UP (p=51.59%)
[2025-10-13T23:57:47.485284] [INFO ] [FORECASTER] Completed predict_future for MPX
[2025-10-13T23:57:47.485416] [INFO ] [sig       ] MPX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:47.626098] [INFO ] [LOCAL     ] Saved forecast: MPX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MPX.txt
[2025-10-13T23:57:47.626306] [INFO ] [sig       ] [1198/1810] Completed MPX in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.5m
[2025-10-13T23:57:47.626348] [INFO ] [sig       ] [1199/1810] Forecasting MQT...
[2025-10-13T23:57:47.626378] [INFO ] [sig       ] Generating forecast for: MQT
[2025-10-13T23:57:47.626411] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MQT' from 'https://tdm.silogroup.org/data/derivative_storage/MQT.csv'.
[2025-10-13T23:57:47.636031] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MQT'.
[2025-10-13T23:57:47.636388] [INFO ] [FORECASTER] Starting predict_future for MQT
[2025-10-13T23:57:47.662668] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:47.663519] [DEBUG] [LOCAL     ] No optimal features file found for MQT: ./output/feature-sets/MQT.txt
[2025-10-13T23:57:47.663578] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:47.663616] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:47.663693] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:47.663770] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:47.681200] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:47.681816] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:47.681903] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:47.681939] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:47.723466] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:47.723581] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:47.723622] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:47.723686] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:47.726924] [DEBUG] [FORECASTER] MQT: Forecast T+1@11:T+2@11: DOWN (p=41.22%)
[2025-10-13T23:57:47.727209] [INFO ] [FORECASTER] Completed predict_future for MQT
[2025-10-13T23:57:47.727350] [INFO ] [sig       ] MQT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:47.942903] [INFO ] [LOCAL     ] Saved forecast: MQT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MQT.txt
[2025-10-13T23:57:47.943130] [INFO ] [sig       ] [1199/1810] Completed MQT in 0.3s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:47.943172] [INFO ] [sig       ] [1200/1810] Forecasting MSB...
[2025-10-13T23:57:47.943202] [INFO ] [sig       ] Generating forecast for: MSB
[2025-10-13T23:57:47.943233] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MSB' from 'https://tdm.silogroup.org/data/derivative_storage/MSB.csv'.
[2025-10-13T23:57:47.952064] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MSB'.
[2025-10-13T23:57:47.952344] [INFO ] [FORECASTER] Starting predict_future for MSB
[2025-10-13T23:57:47.976993] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:47.977765] [DEBUG] [LOCAL     ] No optimal features file found for MSB: ./output/feature-sets/MSB.txt
[2025-10-13T23:57:47.977821] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:47.977856] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:47.977885] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:47.977941] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:47.994923] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:47.995473] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:47.995552] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:47.995586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:48.034012] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:48.034136] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:48.034173] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:48.034202] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:48.037429] [DEBUG] [FORECASTER] MSB: Forecast T+1@11:T+2@11: DOWN (p=7.12%)
[2025-10-13T23:57:48.041194] [INFO ] [FORECASTER] Completed predict_future for MSB
[2025-10-13T23:57:48.041423] [INFO ] [sig       ] MSB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:48.181452] [INFO ] [LOCAL     ] Saved forecast: MSB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MSB.txt
[2025-10-13T23:57:48.181738] [INFO ] [sig       ] [1200/1810] Completed MSB in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:48.181798] [INFO ] [sig       ] [1201/1810] Forecasting MSD...
[2025-10-13T23:57:48.181832] [INFO ] [sig       ] Generating forecast for: MSD
[2025-10-13T23:57:48.181914] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MSD' from 'https://tdm.silogroup.org/data/derivative_storage/MSD.csv'.
[2025-10-13T23:57:48.191576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MSD'.
[2025-10-13T23:57:48.191926] [INFO ] [FORECASTER] Starting predict_future for MSD
[2025-10-13T23:57:48.216839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:48.217597] [DEBUG] [LOCAL     ] No optimal features file found for MSD: ./output/feature-sets/MSD.txt
[2025-10-13T23:57:48.217676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:48.217727] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:48.217759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:48.217817] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:48.234962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:48.235540] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:48.235661] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:48.235716] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:48.272169] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:48.272266] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:48.272302] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:48.272332] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:48.275478] [DEBUG] [FORECASTER] MSD: Forecast T+1@11:T+2@11: DOWN (p=3.69%)
[2025-10-13T23:57:48.275776] [INFO ] [FORECASTER] Completed predict_future for MSD
[2025-10-13T23:57:48.275914] [INFO ] [sig       ] MSD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:48.416375] [INFO ] [LOCAL     ] Saved forecast: MSD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MSD.txt
[2025-10-13T23:57:48.416593] [INFO ] [sig       ] [1201/1810] Completed MSD in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:48.416635] [INFO ] [sig       ] [1202/1810] Forecasting MTD...
[2025-10-13T23:57:48.416711] [INFO ] [sig       ] Generating forecast for: MTD
[2025-10-13T23:57:48.416748] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MTD' from 'https://tdm.silogroup.org/data/derivative_storage/MTD.csv'.
[2025-10-13T23:57:48.426239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MTD'.
[2025-10-13T23:57:48.426546] [INFO ] [FORECASTER] Starting predict_future for MTD
[2025-10-13T23:57:48.451348] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:48.452094] [DEBUG] [LOCAL     ] No optimal features file found for MTD: ./output/feature-sets/MTD.txt
[2025-10-13T23:57:48.452158] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:48.452191] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:48.452219] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:48.452276] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:48.469361] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:48.469936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:48.470016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:48.470049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:48.513448] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:48.513633] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:48.513717] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:48.513756] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:48.517372] [DEBUG] [FORECASTER] MTD: Forecast T+1@11:T+2@11: UP (p=95.29%)
[2025-10-13T23:57:48.517707] [INFO ] [FORECASTER] Completed predict_future for MTD
[2025-10-13T23:57:48.517858] [INFO ] [sig       ] MTD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:48.658473] [INFO ] [LOCAL     ] Saved forecast: MTD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MTD.txt
[2025-10-13T23:57:48.658705] [INFO ] [sig       ] [1202/1810] Completed MTD in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:48.658766] [INFO ] [sig       ] [1203/1810] Forecasting MUA...
[2025-10-13T23:57:48.658800] [INFO ] [sig       ] Generating forecast for: MUA
[2025-10-13T23:57:48.658832] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MUA' from 'https://tdm.silogroup.org/data/derivative_storage/MUA.csv'.
[2025-10-13T23:57:48.668715] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MUA'.
[2025-10-13T23:57:48.669115] [INFO ] [FORECASTER] Starting predict_future for MUA
[2025-10-13T23:57:48.694973] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:48.695750] [DEBUG] [LOCAL     ] No optimal features file found for MUA: ./output/feature-sets/MUA.txt
[2025-10-13T23:57:48.695826] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:48.695863] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:48.695892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:48.695950] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:48.713713] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:48.714305] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:48.714391] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:48.714427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:48.755958] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:48.756089] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:48.756128] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:48.756160] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:48.759782] [DEBUG] [FORECASTER] MUA: Forecast T+1@11:T+2@11: UP (p=93.95%)
[2025-10-13T23:57:48.760061] [INFO ] [FORECASTER] Completed predict_future for MUA
[2025-10-13T23:57:48.760199] [INFO ] [sig       ] MUA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:48.907264] [INFO ] [LOCAL     ] Saved forecast: MUA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MUA.txt
[2025-10-13T23:57:48.907510] [INFO ] [sig       ] [1203/1810] Completed MUA in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:48.907571] [INFO ] [sig       ] [1204/1810] Forecasting MUE...
[2025-10-13T23:57:48.907606] [INFO ] [sig       ] Generating forecast for: MUE
[2025-10-13T23:57:48.907663] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MUE' from 'https://tdm.silogroup.org/data/derivative_storage/MUE.csv'.
[2025-10-13T23:57:48.917045] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MUE'.
[2025-10-13T23:57:48.917373] [INFO ] [FORECASTER] Starting predict_future for MUE
[2025-10-13T23:57:48.943343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:48.944098] [DEBUG] [LOCAL     ] No optimal features file found for MUE: ./output/feature-sets/MUE.txt
[2025-10-13T23:57:48.944188] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:48.944230] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:48.944260] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:48.944319] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:48.962049] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:48.962596] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:48.962703] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:48.962753] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:49.002871] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:49.002972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:49.003010] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:49.003046] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:49.006383] [DEBUG] [FORECASTER] MUE: Forecast T+1@11:T+2@11: DOWN (p=14.26%)
[2025-10-13T23:57:49.006693] [INFO ] [FORECASTER] Completed predict_future for MUE
[2025-10-13T23:57:49.006847] [INFO ] [sig       ] MUE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:49.151842] [INFO ] [LOCAL     ] Saved forecast: MUE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MUE.txt
[2025-10-13T23:57:49.152056] [INFO ] [sig       ] [1204/1810] Completed MUE in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:49.152098] [INFO ] [sig       ] [1205/1810] Forecasting MVF...
[2025-10-13T23:57:49.152128] [INFO ] [sig       ] Generating forecast for: MVF
[2025-10-13T23:57:49.152170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVF' from 'https://tdm.silogroup.org/data/derivative_storage/MVF.csv'.
[2025-10-13T23:57:49.161280] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVF'.
[2025-10-13T23:57:49.161626] [INFO ] [FORECASTER] Starting predict_future for MVF
[2025-10-13T23:57:49.186444] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:49.187141] [DEBUG] [LOCAL     ] No optimal features file found for MVF: ./output/feature-sets/MVF.txt
[2025-10-13T23:57:49.187195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:49.187228] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:49.187256] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:49.187312] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:49.204065] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:49.204579] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:49.204682] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:49.204736] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:49.245590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:49.245697] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:49.245746] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:49.245776] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:49.248857] [DEBUG] [FORECASTER] MVF: Forecast T+1@11:T+2@11: UP (p=63.01%)
[2025-10-13T23:57:49.249106] [INFO ] [FORECASTER] Completed predict_future for MVF
[2025-10-13T23:57:49.249239] [INFO ] [sig       ] MVF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:49.393021] [INFO ] [LOCAL     ] Saved forecast: MVF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MVF.txt
[2025-10-13T23:57:49.393240] [INFO ] [sig       ] [1205/1810] Completed MVF in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:49.393285] [INFO ] [sig       ] [1206/1810] Forecasting MVO...
[2025-10-13T23:57:49.393316] [INFO ] [sig       ] Generating forecast for: MVO
[2025-10-13T23:57:49.393347] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVO' from 'https://tdm.silogroup.org/data/derivative_storage/MVO.csv'.
[2025-10-13T23:57:49.403422] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVO'.
[2025-10-13T23:57:49.403827] [INFO ] [FORECASTER] Starting predict_future for MVO
[2025-10-13T23:57:49.429545] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:49.430308] [DEBUG] [LOCAL     ] No optimal features file found for MVO: ./output/feature-sets/MVO.txt
[2025-10-13T23:57:49.430363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:49.430397] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:49.430427] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:49.430485] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:49.448386] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:49.449039] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:49.449126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:49.449161] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:49.491457] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:49.491563] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:49.491602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:49.491632] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:49.494921] [DEBUG] [FORECASTER] MVO: Forecast T+1@11:T+2@11: UP (p=85.09%)
[2025-10-13T23:57:49.495214] [INFO ] [FORECASTER] Completed predict_future for MVO
[2025-10-13T23:57:49.495351] [INFO ] [sig       ] MVO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:49.640041] [INFO ] [LOCAL     ] Saved forecast: MVO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MVO.txt
[2025-10-13T23:57:49.640250] [INFO ] [sig       ] [1206/1810] Completed MVO in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:49.640292] [INFO ] [sig       ] [1207/1810] Forecasting MVT...
[2025-10-13T23:57:49.640323] [INFO ] [sig       ] Generating forecast for: MVT
[2025-10-13T23:57:49.640355] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MVT' from 'https://tdm.silogroup.org/data/derivative_storage/MVT.csv'.
[2025-10-13T23:57:49.650232] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MVT'.
[2025-10-13T23:57:49.650510] [INFO ] [FORECASTER] Starting predict_future for MVT
[2025-10-13T23:57:49.675856] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:49.676571] [DEBUG] [LOCAL     ] No optimal features file found for MVT: ./output/feature-sets/MVT.txt
[2025-10-13T23:57:49.676628] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:49.676699] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:49.676741] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:49.676800] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:49.696469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:49.697219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:49.697352] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:49.697392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:49.740790] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:49.740894] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:49.740932] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:49.740961] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:49.744122] [DEBUG] [FORECASTER] MVT: Forecast T+1@11:T+2@11: DOWN (p=29.22%)
[2025-10-13T23:57:49.744381] [INFO ] [FORECASTER] Completed predict_future for MVT
[2025-10-13T23:57:49.744513] [INFO ] [sig       ] MVT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:49.888571] [INFO ] [LOCAL     ] Saved forecast: MVT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MVT.txt
[2025-10-13T23:57:49.888801] [INFO ] [sig       ] [1207/1810] Completed MVT in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:49.888861] [INFO ] [sig       ] [1208/1810] Forecasting MX...
[2025-10-13T23:57:49.888896] [INFO ] [sig       ] Generating forecast for: MX
[2025-10-13T23:57:49.888930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MX' from 'https://tdm.silogroup.org/data/derivative_storage/MX.csv'.
[2025-10-13T23:57:49.897392] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MX'.
[2025-10-13T23:57:49.897739] [INFO ] [FORECASTER] Starting predict_future for MX
[2025-10-13T23:57:49.922508] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:49.923236] [DEBUG] [LOCAL     ] No optimal features file found for MX: ./output/feature-sets/MX.txt
[2025-10-13T23:57:49.923291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:49.923325] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:49.923354] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:49.923411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:49.940470] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:49.941035] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:49.941115] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:49.941166] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:49.982985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:49.983061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:49.983097] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:49.983126] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:49.986073] [DEBUG] [FORECASTER] MX: Forecast T+1@11:T+2@11: UP (p=82.14%)
[2025-10-13T23:57:49.986313] [INFO ] [FORECASTER] Completed predict_future for MX
[2025-10-13T23:57:49.986439] [INFO ] [sig       ] MX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:50.127156] [INFO ] [LOCAL     ] Saved forecast: MX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/MX.txt
[2025-10-13T23:57:50.127383] [INFO ] [sig       ] [1208/1810] Completed MX in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:50.127425] [INFO ] [sig       ] [1209/1810] Forecasting MXF...
[2025-10-13T23:57:50.127455] [INFO ] [sig       ] Generating forecast for: MXF
[2025-10-13T23:57:50.127525] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MXF' from 'https://tdm.silogroup.org/data/derivative_storage/MXF.csv'.
[2025-10-13T23:57:50.136436] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MXF'.
[2025-10-13T23:57:50.136731] [INFO ] [FORECASTER] Starting predict_future for MXF
[2025-10-13T23:57:50.161719] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:50.162457] [DEBUG] [LOCAL     ] No optimal features file found for MXF: ./output/feature-sets/MXF.txt
[2025-10-13T23:57:50.162513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:50.162549] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:50.162579] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:50.162638] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:50.180605] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:50.181172] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:50.181252] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:50.181288] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:50.221186] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:50.221290] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:50.221330] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:50.221362] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:50.224494] [DEBUG] [FORECASTER] MXF: Forecast T+1@11:T+2@11: DOWN (p=1.47%)
[2025-10-13T23:57:50.224790] [INFO ] [FORECASTER] Completed predict_future for MXF
[2025-10-13T23:57:50.224920] [INFO ] [sig       ] MXF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:50.365683] [INFO ] [LOCAL     ] Saved forecast: MXF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MXF.txt
[2025-10-13T23:57:50.365909] [INFO ] [sig       ] [1209/1810] Completed MXF in 0.2s | 4.16 sym/s | Total: 4.8m | ETA: 2.4m
[2025-10-13T23:57:50.365951] [INFO ] [sig       ] [1210/1810] Forecasting MYN...
[2025-10-13T23:57:50.365981] [INFO ] [sig       ] Generating forecast for: MYN
[2025-10-13T23:57:50.366013] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'MYN' from 'https://tdm.silogroup.org/data/derivative_storage/MYN.csv'.
[2025-10-13T23:57:50.378812] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'MYN'.
[2025-10-13T23:57:50.379155] [INFO ] [FORECASTER] Starting predict_future for MYN
[2025-10-13T23:57:50.412070] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:50.412941] [DEBUG] [LOCAL     ] No optimal features file found for MYN: ./output/feature-sets/MYN.txt
[2025-10-13T23:57:50.413021] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:50.413058] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:50.413088] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:50.413146] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:50.435208] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:50.436283] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:50.436389] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:50.436445] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:50.481665] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:50.481844] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:50.481889] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:50.481920] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:50.486806] [DEBUG] [FORECASTER] MYN: Forecast T+1@11:T+2@11: DOWN (p=16.28%)
[2025-10-13T23:57:50.487096] [INFO ] [FORECASTER] Completed predict_future for MYN
[2025-10-13T23:57:50.487285] [INFO ] [sig       ] MYN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:50.635821] [INFO ] [LOCAL     ] Saved forecast: MYN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/MYN.txt
[2025-10-13T23:57:50.636026] [INFO ] [sig       ] [1210/1810] Completed MYN in 0.3s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:50.636067] [INFO ] [sig       ] [1211/1810] Forecasting NAT...
[2025-10-13T23:57:50.636102] [INFO ] [sig       ] Generating forecast for: NAT
[2025-10-13T23:57:50.636135] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NAT' from 'https://tdm.silogroup.org/data/derivative_storage/NAT.csv'.
[2025-10-13T23:57:50.645240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NAT'.
[2025-10-13T23:57:50.645509] [INFO ] [FORECASTER] Starting predict_future for NAT
[2025-10-13T23:57:50.670046] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:50.670762] [DEBUG] [LOCAL     ] No optimal features file found for NAT: ./output/feature-sets/NAT.txt
[2025-10-13T23:57:50.670818] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:50.670852] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:50.670880] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:50.670936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:50.688784] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:50.689409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:50.689491] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:50.689525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:50.732210] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:50.732314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:50.732353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:50.732383] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:50.735598] [DEBUG] [FORECASTER] NAT: Forecast T+1@11:T+2@11: DOWN (p=43.87%)
[2025-10-13T23:57:50.735891] [INFO ] [FORECASTER] Completed predict_future for NAT
[2025-10-13T23:57:50.736026] [INFO ] [sig       ] NAT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:50.875805] [INFO ] [LOCAL     ] Saved forecast: NAT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NAT.txt
[2025-10-13T23:57:50.876014] [INFO ] [sig       ] [1211/1810] Completed NAT in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:50.876056] [INFO ] [sig       ] [1212/1810] Forecasting NAZ...
[2025-10-13T23:57:50.876087] [INFO ] [sig       ] Generating forecast for: NAZ
[2025-10-13T23:57:50.876121] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NAZ' from 'https://tdm.silogroup.org/data/derivative_storage/NAZ.csv'.
[2025-10-13T23:57:50.884885] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NAZ'.
[2025-10-13T23:57:50.885155] [INFO ] [FORECASTER] Starting predict_future for NAZ
[2025-10-13T23:57:50.909748] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:50.910513] [DEBUG] [LOCAL     ] No optimal features file found for NAZ: ./output/feature-sets/NAZ.txt
[2025-10-13T23:57:50.910571] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:50.910607] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:50.910638] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:50.910745] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:50.928485] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:50.929397] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:50.929488] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:50.929525] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:50.969959] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:50.970150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:50.970207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:50.970240] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:50.973833] [DEBUG] [FORECASTER] NAZ: Forecast T+1@11:T+2@11: UP (p=57.90%)
[2025-10-13T23:57:50.974107] [INFO ] [FORECASTER] Completed predict_future for NAZ
[2025-10-13T23:57:50.974245] [INFO ] [sig       ] NAZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:51.120717] [INFO ] [LOCAL     ] Saved forecast: NAZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NAZ.txt
[2025-10-13T23:57:51.120939] [INFO ] [sig       ] [1212/1810] Completed NAZ in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:51.120998] [INFO ] [sig       ] [1213/1810] Forecasting NBB...
[2025-10-13T23:57:51.121034] [INFO ] [sig       ] Generating forecast for: NBB
[2025-10-13T23:57:51.121066] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NBB' from 'https://tdm.silogroup.org/data/derivative_storage/NBB.csv'.
[2025-10-13T23:57:51.130864] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NBB'.
[2025-10-13T23:57:51.131171] [INFO ] [FORECASTER] Starting predict_future for NBB
[2025-10-13T23:57:51.155932] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:51.156594] [DEBUG] [LOCAL     ] No optimal features file found for NBB: ./output/feature-sets/NBB.txt
[2025-10-13T23:57:51.156671] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:51.156723] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:51.156755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:51.156812] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:51.174273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:51.174833] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:51.174911] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:51.174944] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:51.215708] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:51.215801] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:51.215836] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:51.215872] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:51.218963] [DEBUG] [FORECASTER] NBB: Forecast T+1@11:T+2@11: UP (p=80.85%)
[2025-10-13T23:57:51.219250] [INFO ] [FORECASTER] Completed predict_future for NBB
[2025-10-13T23:57:51.219403] [INFO ] [sig       ] NBB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:51.359944] [INFO ] [LOCAL     ] Saved forecast: NBB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NBB.txt
[2025-10-13T23:57:51.360138] [INFO ] [sig       ] [1213/1810] Completed NBB in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:51.360221] [INFO ] [sig       ] [1214/1810] Forecasting NC...
[2025-10-13T23:57:51.360261] [INFO ] [sig       ] Generating forecast for: NC
[2025-10-13T23:57:51.360294] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NC' from 'https://tdm.silogroup.org/data/derivative_storage/NC.csv'.
[2025-10-13T23:57:51.368894] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'NC'.
[2025-10-13T23:57:51.369150] [INFO ] [FORECASTER] Starting predict_future for NC
[2025-10-13T23:57:51.394022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:51.394704] [DEBUG] [LOCAL     ] No optimal features file found for NC: ./output/feature-sets/NC.txt
[2025-10-13T23:57:51.394760] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:51.394793] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:51.394823] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:51.394880] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:51.412070] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:51.412619] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:51.412722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:51.412763] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:51.452967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:51.453045] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:51.453082] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:51.453113] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:51.456057] [DEBUG] [FORECASTER] NC: Forecast T+1@11:T+2@11: UP (p=83.39%)
[2025-10-13T23:57:51.456312] [INFO ] [FORECASTER] Completed predict_future for NC
[2025-10-13T23:57:51.456452] [INFO ] [sig       ] NC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:51.596976] [INFO ] [LOCAL     ] Saved forecast: NC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NC.txt
[2025-10-13T23:57:51.597232] [INFO ] [sig       ] [1214/1810] Completed NC in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:51.597279] [INFO ] [sig       ] [1215/1810] Forecasting NCA...
[2025-10-13T23:57:51.597309] [INFO ] [sig       ] Generating forecast for: NCA
[2025-10-13T23:57:51.597342] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCA' from 'https://tdm.silogroup.org/data/derivative_storage/NCA.csv'.
[2025-10-13T23:57:51.606332] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCA'.
[2025-10-13T23:57:51.606751] [INFO ] [FORECASTER] Starting predict_future for NCA
[2025-10-13T23:57:51.632411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:51.633235] [DEBUG] [LOCAL     ] No optimal features file found for NCA: ./output/feature-sets/NCA.txt
[2025-10-13T23:57:51.633291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:51.633327] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:51.633356] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:51.633415] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:51.651604] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:51.652184] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:51.652265] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:51.652300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:51.692736] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:51.692820] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:51.692857] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:51.692887] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:51.695910] [DEBUG] [FORECASTER] NCA: Forecast T+1@11:T+2@11: DOWN (p=12.09%)
[2025-10-13T23:57:51.696190] [INFO ] [FORECASTER] Completed predict_future for NCA
[2025-10-13T23:57:51.696328] [INFO ] [sig       ] NCA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:51.841165] [INFO ] [LOCAL     ] Saved forecast: NCA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NCA.txt
[2025-10-13T23:57:51.841382] [INFO ] [sig       ] [1215/1810] Completed NCA in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:51.841441] [INFO ] [sig       ] [1216/1810] Forecasting NCV...
[2025-10-13T23:57:51.841475] [INFO ] [sig       ] Generating forecast for: NCV
[2025-10-13T23:57:51.841507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCV' from 'https://tdm.silogroup.org/data/derivative_storage/NCV.csv'.
[2025-10-13T23:57:51.850624] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCV'.
[2025-10-13T23:57:51.850905] [INFO ] [FORECASTER] Starting predict_future for NCV
[2025-10-13T23:57:51.875530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:51.876233] [DEBUG] [LOCAL     ] No optimal features file found for NCV: ./output/feature-sets/NCV.txt
[2025-10-13T23:57:51.876287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:51.876321] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:51.876350] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:51.876407] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:51.893270] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:51.893879] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:51.893957] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:51.893990] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:51.931738] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:51.931825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:51.931861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:51.931889] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:51.934880] [DEBUG] [FORECASTER] NCV: Forecast T+1@11:T+2@11: UP (p=98.82%)
[2025-10-13T23:57:51.935125] [INFO ] [FORECASTER] Completed predict_future for NCV
[2025-10-13T23:57:51.935258] [INFO ] [sig       ] NCV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:52.073822] [INFO ] [LOCAL     ] Saved forecast: NCV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NCV.txt
[2025-10-13T23:57:52.074026] [INFO ] [sig       ] [1216/1810] Completed NCV in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:52.074067] [INFO ] [sig       ] [1217/1810] Forecasting NCZ...
[2025-10-13T23:57:52.074097] [INFO ] [sig       ] Generating forecast for: NCZ
[2025-10-13T23:57:52.074130] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NCZ' from 'https://tdm.silogroup.org/data/derivative_storage/NCZ.csv'.
[2025-10-13T23:57:52.082914] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NCZ'.
[2025-10-13T23:57:52.083177] [INFO ] [FORECASTER] Starting predict_future for NCZ
[2025-10-13T23:57:52.107695] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:52.108407] [DEBUG] [LOCAL     ] No optimal features file found for NCZ: ./output/feature-sets/NCZ.txt
[2025-10-13T23:57:52.108462] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:52.108511] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:52.108541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:52.108598] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:52.125675] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:52.126210] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:52.126287] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:52.126321] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:52.166689] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:52.166772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:52.166808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:52.166836] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:52.169914] [DEBUG] [FORECASTER] NCZ: Forecast T+1@11:T+2@11: UP (p=85.64%)
[2025-10-13T23:57:52.170164] [INFO ] [FORECASTER] Completed predict_future for NCZ
[2025-10-13T23:57:52.170293] [INFO ] [sig       ] NCZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:52.311103] [INFO ] [LOCAL     ] Saved forecast: NCZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NCZ.txt
[2025-10-13T23:57:52.311340] [INFO ] [sig       ] [1217/1810] Completed NCZ in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:52.311382] [INFO ] [sig       ] [1218/1810] Forecasting NEXA...
[2025-10-13T23:57:52.311413] [INFO ] [sig       ] Generating forecast for: NEXA
[2025-10-13T23:57:52.311445] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NEXA' from 'https://tdm.silogroup.org/data/derivative_storage/NEXA.csv'.
[2025-10-13T23:57:52.319896] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NEXA'.
[2025-10-13T23:57:52.320164] [INFO ] [FORECASTER] Starting predict_future for NEXA
[2025-10-13T23:57:52.344763] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:52.345463] [DEBUG] [LOCAL     ] No optimal features file found for NEXA: ./output/feature-sets/NEXA.txt
[2025-10-13T23:57:52.345516] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:52.345549] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:52.345577] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:52.345633] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:52.362599] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:52.363158] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:52.363238] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:52.363271] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:52.401950] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:52.402030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:52.402067] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:52.402102] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:52.405169] [DEBUG] [FORECASTER] NEXA: Forecast T+1@11:T+2@11: UP (p=74.78%)
[2025-10-13T23:57:52.405424] [INFO ] [FORECASTER] Completed predict_future for NEXA
[2025-10-13T23:57:52.405552] [INFO ] [sig       ] NEXA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:52.549795] [INFO ] [LOCAL     ] Saved forecast: NEXA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NEXA.txt
[2025-10-13T23:57:52.550060] [INFO ] [sig       ] [1218/1810] Completed NEXA in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:52.550129] [INFO ] [sig       ] [1219/1810] Forecasting NGL...
[2025-10-13T23:57:52.550165] [INFO ] [sig       ] Generating forecast for: NGL
[2025-10-13T23:57:52.550198] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NGL' from 'https://tdm.silogroup.org/data/derivative_storage/NGL.csv'.
[2025-10-13T23:57:52.559000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NGL'.
[2025-10-13T23:57:52.559261] [INFO ] [FORECASTER] Starting predict_future for NGL
[2025-10-13T23:57:52.584236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:52.584951] [DEBUG] [LOCAL     ] No optimal features file found for NGL: ./output/feature-sets/NGL.txt
[2025-10-13T23:57:52.585007] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:52.585042] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:52.585074] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:52.585145] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:52.602403] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:52.602963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:52.603043] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:52.603079] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:52.645054] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:52.645241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:52.645285] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:52.645316] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:52.648958] [DEBUG] [FORECASTER] NGL: Forecast T+1@11:T+2@11: UP (p=95.19%)
[2025-10-13T23:57:52.649268] [INFO ] [FORECASTER] Completed predict_future for NGL
[2025-10-13T23:57:52.649409] [INFO ] [sig       ] NGL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:52.791435] [INFO ] [LOCAL     ] Saved forecast: NGL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NGL.txt
[2025-10-13T23:57:52.791701] [INFO ] [sig       ] [1219/1810] Completed NGL in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:52.791770] [INFO ] [sig       ] [1220/1810] Forecasting NGS...
[2025-10-13T23:57:52.791805] [INFO ] [sig       ] Generating forecast for: NGS
[2025-10-13T23:57:52.791839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NGS' from 'https://tdm.silogroup.org/data/derivative_storage/NGS.csv'.
[2025-10-13T23:57:52.801504] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NGS'.
[2025-10-13T23:57:52.801865] [INFO ] [FORECASTER] Starting predict_future for NGS
[2025-10-13T23:57:52.828411] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:52.829160] [DEBUG] [LOCAL     ] No optimal features file found for NGS: ./output/feature-sets/NGS.txt
[2025-10-13T23:57:52.829221] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:52.829257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:52.829287] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:52.829345] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:52.847754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:52.848409] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:52.848493] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:52.848529] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:52.892961] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:52.893050] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:52.893088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:52.893117] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:52.896420] [DEBUG] [FORECASTER] NGS: Forecast T+1@11:T+2@11: UP (p=60.02%)
[2025-10-13T23:57:52.896711] [INFO ] [FORECASTER] Completed predict_future for NGS
[2025-10-13T23:57:52.896864] [INFO ] [sig       ] NGS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:53.051408] [INFO ] [LOCAL     ] Saved forecast: NGS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NGS.txt
[2025-10-13T23:57:53.051673] [INFO ] [sig       ] [1220/1810] Completed NGS in 0.3s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:53.051735] [INFO ] [sig       ] [1221/1810] Forecasting NIE...
[2025-10-13T23:57:53.051768] [INFO ] [sig       ] Generating forecast for: NIE
[2025-10-13T23:57:53.051800] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIE' from 'https://tdm.silogroup.org/data/derivative_storage/NIE.csv'.
[2025-10-13T23:57:53.060815] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIE'.
[2025-10-13T23:57:53.061075] [INFO ] [FORECASTER] Starting predict_future for NIE
[2025-10-13T23:57:53.086467] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:53.087194] [DEBUG] [LOCAL     ] No optimal features file found for NIE: ./output/feature-sets/NIE.txt
[2025-10-13T23:57:53.087249] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:53.087283] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:53.087312] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:53.087369] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:53.105534] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:53.106118] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:53.106198] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:53.106233] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:53.148967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:53.149154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:53.149197] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:53.149227] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:53.152753] [DEBUG] [FORECASTER] NIE: Forecast T+1@11:T+2@11: UP (p=79.80%)
[2025-10-13T23:57:53.153015] [INFO ] [FORECASTER] Completed predict_future for NIE
[2025-10-13T23:57:53.153156] [INFO ] [sig       ] NIE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:53.294203] [INFO ] [LOCAL     ] Saved forecast: NIE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NIE.txt
[2025-10-13T23:57:53.294497] [INFO ] [sig       ] [1221/1810] Completed NIE in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:53.294540] [INFO ] [sig       ] [1222/1810] Forecasting NINE...
[2025-10-13T23:57:53.294571] [INFO ] [sig       ] Generating forecast for: NINE
[2025-10-13T23:57:53.294604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NINE' from 'https://tdm.silogroup.org/data/derivative_storage/NINE.csv'.
[2025-10-13T23:57:53.304043] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NINE'.
[2025-10-13T23:57:53.304388] [INFO ] [FORECASTER] Starting predict_future for NINE
[2025-10-13T23:57:53.329356] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:53.330051] [DEBUG] [LOCAL     ] No optimal features file found for NINE: ./output/feature-sets/NINE.txt
[2025-10-13T23:57:53.330113] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:53.330149] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:53.330179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:53.330236] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:53.347187] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:53.347787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:53.347872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:53.347906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:53.397673] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:53.397888] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:53.397953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:53.398008] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:53.401529] [DEBUG] [FORECASTER] NINE: Forecast T+1@11:T+2@11: DOWN (p=41.43%)
[2025-10-13T23:57:53.401831] [INFO ] [FORECASTER] Completed predict_future for NINE
[2025-10-13T23:57:53.401974] [INFO ] [sig       ] NINE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:53.541387] [INFO ] [LOCAL     ] Saved forecast: NINE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NINE.txt
[2025-10-13T23:57:53.541620] [INFO ] [sig       ] [1222/1810] Completed NINE in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:53.541695] [INFO ] [sig       ] [1223/1810] Forecasting NIO...
[2025-10-13T23:57:53.541740] [INFO ] [sig       ] Generating forecast for: NIO
[2025-10-13T23:57:53.541774] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NIO' from 'https://tdm.silogroup.org/data/derivative_storage/NIO.csv'.
[2025-10-13T23:57:53.551172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NIO'.
[2025-10-13T23:57:53.551436] [INFO ] [FORECASTER] Starting predict_future for NIO
[2025-10-13T23:57:53.576037] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:53.576727] [DEBUG] [LOCAL     ] No optimal features file found for NIO: ./output/feature-sets/NIO.txt
[2025-10-13T23:57:53.576783] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:53.576816] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:53.576843] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:53.576899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:53.594059] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:53.594880] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:53.594960] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:53.594995] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:53.642859] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:53.642946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:53.642983] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:53.643422] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:53.649211] [DEBUG] [FORECASTER] NIO: Forecast T+1@11:T+2@11: UP (p=51.08%)
[2025-10-13T23:57:53.649462] [INFO ] [FORECASTER] Completed predict_future for NIO
[2025-10-13T23:57:53.649596] [INFO ] [sig       ] NIO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:53.790363] [INFO ] [LOCAL     ] Saved forecast: NIO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NIO.txt
[2025-10-13T23:57:53.790626] [INFO ] [sig       ] [1223/1810] Completed NIO in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:53.790708] [INFO ] [sig       ] [1224/1810] Forecasting NKX...
[2025-10-13T23:57:53.790750] [INFO ] [sig       ] Generating forecast for: NKX
[2025-10-13T23:57:53.790784] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NKX' from 'https://tdm.silogroup.org/data/derivative_storage/NKX.csv'.
[2025-10-13T23:57:53.800702] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NKX'.
[2025-10-13T23:57:53.801081] [INFO ] [FORECASTER] Starting predict_future for NKX
[2025-10-13T23:57:53.826059] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:53.827048] [DEBUG] [LOCAL     ] No optimal features file found for NKX: ./output/feature-sets/NKX.txt
[2025-10-13T23:57:53.827103] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:53.827159] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:53.827190] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:53.827248] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:53.844528] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:53.845097] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:53.845181] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:53.845222] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:53.885408] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:53.885490] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:53.885526] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:53.885554] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:53.888675] [DEBUG] [FORECASTER] NKX: Forecast T+1@11:T+2@11: DOWN (p=7.82%)
[2025-10-13T23:57:53.888927] [INFO ] [FORECASTER] Completed predict_future for NKX
[2025-10-13T23:57:53.889063] [INFO ] [sig       ] NKX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:54.029973] [INFO ] [LOCAL     ] Saved forecast: NKX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NKX.txt
[2025-10-13T23:57:54.030238] [INFO ] [sig       ] [1224/1810] Completed NKX in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.4m
[2025-10-13T23:57:54.030281] [INFO ] [sig       ] [1225/1810] Forecasting NMAI...
[2025-10-13T23:57:54.030312] [INFO ] [sig       ] Generating forecast for: NMAI
[2025-10-13T23:57:54.030345] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMAI' from 'https://tdm.silogroup.org/data/derivative_storage/NMAI.csv'.
[2025-10-13T23:57:54.039899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMAI'.
[2025-10-13T23:57:54.040186] [INFO ] [FORECASTER] Starting predict_future for NMAI
[2025-10-13T23:57:54.064598] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:54.065357] [DEBUG] [LOCAL     ] No optimal features file found for NMAI: ./output/feature-sets/NMAI.txt
[2025-10-13T23:57:54.065412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:54.065446] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:54.065474] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:54.065531] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:54.082493] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:54.083068] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:54.083148] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:54.083182] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:54.124478] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:54.124582] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:54.124619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:54.124679] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:54.127804] [DEBUG] [FORECASTER] NMAI: Forecast T+1@11:T+2@11: UP (p=79.21%)
[2025-10-13T23:57:54.128060] [INFO ] [FORECASTER] Completed predict_future for NMAI
[2025-10-13T23:57:54.128197] [INFO ] [sig       ] NMAI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:54.266374] [INFO ] [LOCAL     ] Saved forecast: NMAI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NMAI.txt
[2025-10-13T23:57:54.266602] [INFO ] [sig       ] [1225/1810] Completed NMAI in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:54.266668] [INFO ] [sig       ] [1226/1810] Forecasting NMG...
[2025-10-13T23:57:54.266723] [INFO ] [sig       ] Generating forecast for: NMG
[2025-10-13T23:57:54.266758] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMG' from 'https://tdm.silogroup.org/data/derivative_storage/NMG.csv'.
[2025-10-13T23:57:54.276307] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMG'.
[2025-10-13T23:57:54.276603] [INFO ] [FORECASTER] Starting predict_future for NMG
[2025-10-13T23:57:54.301174] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:54.301902] [DEBUG] [LOCAL     ] No optimal features file found for NMG: ./output/feature-sets/NMG.txt
[2025-10-13T23:57:54.301957] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:54.301990] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:54.302018] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:54.302075] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:54.319419] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:54.320071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:54.320154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:54.320187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:54.364957] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:54.365098] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:54.365154] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:54.365189] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:54.368480] [DEBUG] [FORECASTER] NMG: Forecast T+1@11:T+2@11: DOWN (p=15.84%)
[2025-10-13T23:57:54.368784] [INFO ] [FORECASTER] Completed predict_future for NMG
[2025-10-13T23:57:54.368928] [INFO ] [sig       ] NMG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:54.508625] [INFO ] [LOCAL     ] Saved forecast: NMG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NMG.txt
[2025-10-13T23:57:54.508899] [INFO ] [sig       ] [1226/1810] Completed NMG in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:54.508997] [INFO ] [sig       ] [1227/1810] Forecasting NMI...
[2025-10-13T23:57:54.509037] [INFO ] [sig       ] Generating forecast for: NMI
[2025-10-13T23:57:54.509071] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMI' from 'https://tdm.silogroup.org/data/derivative_storage/NMI.csv'.
[2025-10-13T23:57:54.517559] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMI'.
[2025-10-13T23:57:54.517868] [INFO ] [FORECASTER] Starting predict_future for NMI
[2025-10-13T23:57:54.542413] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:54.543199] [DEBUG] [LOCAL     ] No optimal features file found for NMI: ./output/feature-sets/NMI.txt
[2025-10-13T23:57:54.543255] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:54.543289] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:54.543317] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:54.543374] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:54.560371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:54.561099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:54.561183] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:54.561216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:54.600367] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:54.600501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:54.600541] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:54.600571] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:54.603907] [DEBUG] [FORECASTER] NMI: Forecast T+1@11:T+2@11: UP (p=83.36%)
[2025-10-13T23:57:54.604175] [INFO ] [FORECASTER] Completed predict_future for NMI
[2025-10-13T23:57:54.604313] [INFO ] [sig       ] NMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:54.743460] [INFO ] [LOCAL     ] Saved forecast: NMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NMI.txt
[2025-10-13T23:57:54.743715] [INFO ] [sig       ] [1227/1810] Completed NMI in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:54.743776] [INFO ] [sig       ] [1228/1810] Forecasting NMR...
[2025-10-13T23:57:54.743810] [INFO ] [sig       ] Generating forecast for: NMR
[2025-10-13T23:57:54.743843] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMR' from 'https://tdm.silogroup.org/data/derivative_storage/NMR.csv'.
[2025-10-13T23:57:54.754263] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMR'.
[2025-10-13T23:57:54.754555] [INFO ] [FORECASTER] Starting predict_future for NMR
[2025-10-13T23:57:54.779081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:54.779844] [DEBUG] [LOCAL     ] No optimal features file found for NMR: ./output/feature-sets/NMR.txt
[2025-10-13T23:57:54.779899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:54.779934] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:54.779962] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:54.780018] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:54.796917] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:54.797492] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:54.797576] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:54.797611] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:54.839974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:54.840095] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:54.840133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:54.840162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:54.843395] [DEBUG] [FORECASTER] NMR: Forecast T+1@11:T+2@11: DOWN (p=21.26%)
[2025-10-13T23:57:54.843682] [INFO ] [FORECASTER] Completed predict_future for NMR
[2025-10-13T23:57:54.843835] [INFO ] [sig       ] NMR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:54.984624] [INFO ] [LOCAL     ] Saved forecast: NMR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NMR.txt
[2025-10-13T23:57:54.984909] [INFO ] [sig       ] [1228/1810] Completed NMR in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:54.984956] [INFO ] [sig       ] [1229/1810] Forecasting NMS...
[2025-10-13T23:57:54.984986] [INFO ] [sig       ] Generating forecast for: NMS
[2025-10-13T23:57:54.985019] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMS' from 'https://tdm.silogroup.org/data/derivative_storage/NMS.csv'.
[2025-10-13T23:57:54.994240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NMS'.
[2025-10-13T23:57:54.994546] [INFO ] [FORECASTER] Starting predict_future for NMS
[2025-10-13T23:57:55.019331] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:55.020109] [DEBUG] [LOCAL     ] No optimal features file found for NMS: ./output/feature-sets/NMS.txt
[2025-10-13T23:57:55.020165] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:55.020199] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:55.020227] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:55.020283] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:55.037302] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:55.037937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:55.038019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:55.038053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:55.078315] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:55.078486] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:55.078527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:55.078557] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:55.081919] [DEBUG] [FORECASTER] NMS: Forecast T+1@11:T+2@11: UP (p=50.59%)
[2025-10-13T23:57:55.082188] [INFO ] [FORECASTER] Completed predict_future for NMS
[2025-10-13T23:57:55.082328] [INFO ] [sig       ] NMS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:55.221697] [INFO ] [LOCAL     ] Saved forecast: NMS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NMS.txt
[2025-10-13T23:57:55.221971] [INFO ] [sig       ] [1229/1810] Completed NMS in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:55.222017] [INFO ] [sig       ] [1230/1810] Forecasting NMT...
[2025-10-13T23:57:55.222048] [INFO ] [sig       ] Generating forecast for: NMT
[2025-10-13T23:57:55.222083] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NMT' from 'https://tdm.silogroup.org/data/derivative_storage/NMT.csv'.
[2025-10-13T23:57:55.230930] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NMT'.
[2025-10-13T23:57:55.231312] [INFO ] [FORECASTER] Starting predict_future for NMT
[2025-10-13T23:57:55.256666] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:55.257505] [DEBUG] [LOCAL     ] No optimal features file found for NMT: ./output/feature-sets/NMT.txt
[2025-10-13T23:57:55.257567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:55.257601] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:55.257629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:55.257723] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:55.274999] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:55.275716] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:55.275801] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:55.275835] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:55.315217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:55.315366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:55.315407] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:55.315438] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:55.318828] [DEBUG] [FORECASTER] NMT: Forecast T+1@11:T+2@11: UP (p=93.88%)
[2025-10-13T23:57:55.319092] [INFO ] [FORECASTER] Completed predict_future for NMT
[2025-10-13T23:57:55.319248] [INFO ] [sig       ] NMT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:55.461408] [INFO ] [LOCAL     ] Saved forecast: NMT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NMT.txt
[2025-10-13T23:57:55.461866] [INFO ] [sig       ] [1230/1810] Completed NMT in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:55.461941] [INFO ] [sig       ] [1231/1810] Forecasting NNI...
[2025-10-13T23:57:55.461988] [INFO ] [sig       ] Generating forecast for: NNI
[2025-10-13T23:57:55.462030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NNI' from 'https://tdm.silogroup.org/data/derivative_storage/NNI.csv'.
[2025-10-13T23:57:55.471530] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NNI'.
[2025-10-13T23:57:55.471939] [INFO ] [FORECASTER] Starting predict_future for NNI
[2025-10-13T23:57:55.497934] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:55.498699] [DEBUG] [LOCAL     ] No optimal features file found for NNI: ./output/feature-sets/NNI.txt
[2025-10-13T23:57:55.498757] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:55.498791] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:55.498840] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:55.498898] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:55.515593] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:55.516156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:55.516236] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:55.516270] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:55.554392] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:55.554463] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:55.554499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:55.554527] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:55.557533] [DEBUG] [FORECASTER] NNI: Forecast T+1@11:T+2@11: DOWN (p=23.65%)
[2025-10-13T23:57:55.557817] [INFO ] [FORECASTER] Completed predict_future for NNI
[2025-10-13T23:57:55.557959] [INFO ] [sig       ] NNI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:55.696031] [INFO ] [LOCAL     ] Saved forecast: NNI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NNI.txt
[2025-10-13T23:57:55.696235] [INFO ] [sig       ] [1231/1810] Completed NNI in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:55.696276] [INFO ] [sig       ] [1232/1810] Forecasting NNY...
[2025-10-13T23:57:55.696306] [INFO ] [sig       ] Generating forecast for: NNY
[2025-10-13T23:57:55.696338] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NNY' from 'https://tdm.silogroup.org/data/derivative_storage/NNY.csv'.
[2025-10-13T23:57:55.705095] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NNY'.
[2025-10-13T23:57:55.705346] [INFO ] [FORECASTER] Starting predict_future for NNY
[2025-10-13T23:57:55.729846] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:55.730486] [DEBUG] [LOCAL     ] No optimal features file found for NNY: ./output/feature-sets/NNY.txt
[2025-10-13T23:57:55.730539] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:55.730571] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:55.730598] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:55.730675] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:55.747636] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:55.748193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:55.748275] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:55.748308] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:55.786314] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:55.786383] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:55.786419] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:55.786447] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:55.789482] [DEBUG] [FORECASTER] NNY: Forecast T+1@11:T+2@11: DOWN (p=45.58%)
[2025-10-13T23:57:55.789765] [INFO ] [FORECASTER] Completed predict_future for NNY
[2025-10-13T23:57:55.789908] [INFO ] [sig       ] NNY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:55.928006] [INFO ] [LOCAL     ] Saved forecast: NNY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NNY.txt
[2025-10-13T23:57:55.928194] [INFO ] [sig       ] [1232/1810] Completed NNY in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:55.928242] [INFO ] [sig       ] [1233/1810] Forecasting NOK...
[2025-10-13T23:57:55.928279] [INFO ] [sig       ] Generating forecast for: NOK
[2025-10-13T23:57:55.928315] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NOK' from 'https://tdm.silogroup.org/data/derivative_storage/NOK.csv'.
[2025-10-13T23:57:55.936403] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NOK'.
[2025-10-13T23:57:55.936687] [INFO ] [FORECASTER] Starting predict_future for NOK
[2025-10-13T23:57:55.961356] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:55.962036] [DEBUG] [LOCAL     ] No optimal features file found for NOK: ./output/feature-sets/NOK.txt
[2025-10-13T23:57:55.962091] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:55.962123] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:55.962150] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:55.962255] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:55.979190] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:55.979808] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:55.979886] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:55.979919] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:56.022873] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:56.022960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:56.022995] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:56.023023] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:56.026061] [DEBUG] [FORECASTER] NOK: Forecast T+1@11:T+2@11: UP (p=94.85%)
[2025-10-13T23:57:56.026308] [INFO ] [FORECASTER] Completed predict_future for NOK
[2025-10-13T23:57:56.026443] [INFO ] [sig       ] NOK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:56.164530] [INFO ] [LOCAL     ] Saved forecast: NOK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NOK.txt
[2025-10-13T23:57:56.164793] [INFO ] [sig       ] [1233/1810] Completed NOK in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:56.164855] [INFO ] [sig       ] [1234/1810] Forecasting NOTE...
[2025-10-13T23:57:56.164890] [INFO ] [sig       ] Generating forecast for: NOTE
[2025-10-13T23:57:56.164922] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NOTE' from 'https://tdm.silogroup.org/data/derivative_storage/NOTE.csv'.
[2025-10-13T23:57:56.173768] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NOTE'.
[2025-10-13T23:57:56.174035] [INFO ] [FORECASTER] Starting predict_future for NOTE
[2025-10-13T23:57:56.198442] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:56.199190] [DEBUG] [LOCAL     ] No optimal features file found for NOTE: ./output/feature-sets/NOTE.txt
[2025-10-13T23:57:56.199256] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:56.199297] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:56.199331] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:56.199388] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:56.216142] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:56.216691] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:56.216773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:56.216806] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:56.257498] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:56.257572] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:56.257608] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:56.257636] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:56.260628] [DEBUG] [FORECASTER] NOTE: Forecast T+1@11:T+2@11: DOWN (p=31.26%)
[2025-10-13T23:57:56.260898] [INFO ] [FORECASTER] Completed predict_future for NOTE
[2025-10-13T23:57:56.261039] [INFO ] [sig       ] NOTE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:56.400248] [INFO ] [LOCAL     ] Saved forecast: NOTE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NOTE.txt
[2025-10-13T23:57:56.400479] [INFO ] [sig       ] [1234/1810] Completed NOTE in 0.2s | 4.16 sym/s | Total: 4.9m | ETA: 2.3m
[2025-10-13T23:57:56.400522] [INFO ] [sig       ] [1235/1810] Forecasting NPFD...
[2025-10-13T23:57:56.400552] [INFO ] [sig       ] Generating forecast for: NPFD
[2025-10-13T23:57:56.400584] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPFD' from 'https://tdm.silogroup.org/data/derivative_storage/NPFD.csv'.
[2025-10-13T23:57:56.409897] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NPFD'.
[2025-10-13T23:57:56.410145] [INFO ] [FORECASTER] Starting predict_future for NPFD
[2025-10-13T23:57:56.434569] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:56.435292] [DEBUG] [LOCAL     ] No optimal features file found for NPFD: ./output/feature-sets/NPFD.txt
[2025-10-13T23:57:56.435347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:56.435381] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:56.435409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:56.435469] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:56.452399] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:56.453110] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:56.453193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:56.453227] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:56.494345] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:56.494493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:56.494533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:56.494562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:56.497974] [DEBUG] [FORECASTER] NPFD: Forecast T+1@11:T+2@11: UP (p=94.73%)
[2025-10-13T23:57:56.498234] [INFO ] [FORECASTER] Completed predict_future for NPFD
[2025-10-13T23:57:56.498372] [INFO ] [sig       ] NPFD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:56.637783] [INFO ] [LOCAL     ] Saved forecast: NPFD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NPFD.txt
[2025-10-13T23:57:56.638010] [INFO ] [sig       ] [1235/1810] Completed NPFD in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:56.638052] [INFO ] [sig       ] [1236/1810] Forecasting NPK...
[2025-10-13T23:57:56.638083] [INFO ] [sig       ] Generating forecast for: NPK
[2025-10-13T23:57:56.638116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPK' from 'https://tdm.silogroup.org/data/derivative_storage/NPK.csv'.
[2025-10-13T23:57:56.647369] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NPK'.
[2025-10-13T23:57:56.647684] [INFO ] [FORECASTER] Starting predict_future for NPK
[2025-10-13T23:57:56.672061] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:56.672756] [DEBUG] [LOCAL     ] No optimal features file found for NPK: ./output/feature-sets/NPK.txt
[2025-10-13T23:57:56.672812] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:56.672845] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:56.672874] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:56.672929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:56.689814] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:56.690330] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:56.690407] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:56.690440] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:56.731728] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:56.731807] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:56.731891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:56.731922] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:56.737156] [DEBUG] [FORECASTER] NPK: Forecast T+1@11:T+2@11: UP (p=73.85%)
[2025-10-13T23:57:56.737399] [INFO ] [FORECASTER] Completed predict_future for NPK
[2025-10-13T23:57:56.737549] [INFO ] [sig       ] NPK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:56.876065] [INFO ] [LOCAL     ] Saved forecast: NPK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NPK.txt
[2025-10-13T23:57:56.876279] [INFO ] [sig       ] [1236/1810] Completed NPK in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:56.876321] [INFO ] [sig       ] [1237/1810] Forecasting NPV...
[2025-10-13T23:57:56.876351] [INFO ] [sig       ] Generating forecast for: NPV
[2025-10-13T23:57:56.876383] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NPV' from 'https://tdm.silogroup.org/data/derivative_storage/NPV.csv'.
[2025-10-13T23:57:56.885274] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NPV'.
[2025-10-13T23:57:56.885520] [INFO ] [FORECASTER] Starting predict_future for NPV
[2025-10-13T23:57:56.909947] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:56.910597] [DEBUG] [LOCAL     ] No optimal features file found for NPV: ./output/feature-sets/NPV.txt
[2025-10-13T23:57:56.910673] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:56.910725] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:56.910755] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:56.910811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:56.927716] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:56.928319] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:56.928403] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:56.928436] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:56.969302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:56.969452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:56.969493] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:56.969522] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:56.972937] [DEBUG] [FORECASTER] NPV: Forecast T+1@11:T+2@11: UP (p=67.70%)
[2025-10-13T23:57:56.973194] [INFO ] [FORECASTER] Completed predict_future for NPV
[2025-10-13T23:57:56.973335] [INFO ] [sig       ] NPV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:57.112674] [INFO ] [LOCAL     ] Saved forecast: NPV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NPV.txt
[2025-10-13T23:57:57.112899] [INFO ] [sig       ] [1237/1810] Completed NPV in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:57.112941] [INFO ] [sig       ] [1238/1810] Forecasting NQP...
[2025-10-13T23:57:57.112972] [INFO ] [sig       ] Generating forecast for: NQP
[2025-10-13T23:57:57.113004] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NQP' from 'https://tdm.silogroup.org/data/derivative_storage/NQP.csv'.
[2025-10-13T23:57:57.121449] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NQP'.
[2025-10-13T23:57:57.121789] [INFO ] [FORECASTER] Starting predict_future for NQP
[2025-10-13T23:57:57.148584] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:57.149292] [DEBUG] [LOCAL     ] No optimal features file found for NQP: ./output/feature-sets/NQP.txt
[2025-10-13T23:57:57.149347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:57.149379] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:57.149425] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:57.149482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:57.166196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:57.166750] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:57.166828] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:57.166862] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:57.206430] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:57.206510] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:57.206544] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:57.206572] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:57.209623] [DEBUG] [FORECASTER] NQP: Forecast T+1@11:T+2@11: UP (p=74.57%)
[2025-10-13T23:57:57.209899] [INFO ] [FORECASTER] Completed predict_future for NQP
[2025-10-13T23:57:57.210035] [INFO ] [sig       ] NQP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:57.348758] [INFO ] [LOCAL     ] Saved forecast: NQP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NQP.txt
[2025-10-13T23:57:57.348989] [INFO ] [sig       ] [1238/1810] Completed NQP in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:57.349030] [INFO ] [sig       ] [1239/1810] Forecasting NRDY...
[2025-10-13T23:57:57.349060] [INFO ] [sig       ] Generating forecast for: NRDY
[2025-10-13T23:57:57.349091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRDY' from 'https://tdm.silogroup.org/data/derivative_storage/NRDY.csv'.
[2025-10-13T23:57:57.358304] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRDY'.
[2025-10-13T23:57:57.358563] [INFO ] [FORECASTER] Starting predict_future for NRDY
[2025-10-13T23:57:57.383127] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:57.383810] [DEBUG] [LOCAL     ] No optimal features file found for NRDY: ./output/feature-sets/NRDY.txt
[2025-10-13T23:57:57.383865] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:57.383897] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:57.383925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:57.383981] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:57.401073] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:57.401604] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:57.401709] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:57.401755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:57.443364] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:57.443446] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:57.443482] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:57.443511] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:57.446546] [DEBUG] [FORECASTER] NRDY: Forecast T+1@11:T+2@11: UP (p=54.26%)
[2025-10-13T23:57:57.446828] [INFO ] [FORECASTER] Completed predict_future for NRDY
[2025-10-13T23:57:57.446968] [INFO ] [sig       ] NRDY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:57.586376] [INFO ] [LOCAL     ] Saved forecast: NRDY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NRDY.txt
[2025-10-13T23:57:57.586615] [INFO ] [sig       ] [1239/1810] Completed NRDY in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:57.586695] [INFO ] [sig       ] [1240/1810] Forecasting NREF...
[2025-10-13T23:57:57.586739] [INFO ] [sig       ] Generating forecast for: NREF
[2025-10-13T23:57:57.586773] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NREF' from 'https://tdm.silogroup.org/data/derivative_storage/NREF.csv'.
[2025-10-13T23:57:57.595728] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NREF'.
[2025-10-13T23:57:57.596071] [INFO ] [FORECASTER] Starting predict_future for NREF
[2025-10-13T23:57:57.620833] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:57.621580] [DEBUG] [LOCAL     ] No optimal features file found for NREF: ./output/feature-sets/NREF.txt
[2025-10-13T23:57:57.621634] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:57.621709] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:57.621746] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:57.621802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:57.638559] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:57.639113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:57.639193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:57.639226] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:57.680962] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:57.681070] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:57.681107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:57.681136] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:57.684271] [DEBUG] [FORECASTER] NREF: Forecast T+1@11:T+2@11: DOWN (p=44.39%)
[2025-10-13T23:57:57.684522] [INFO ] [FORECASTER] Completed predict_future for NREF
[2025-10-13T23:57:57.684678] [INFO ] [sig       ] NREF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:57.824248] [INFO ] [LOCAL     ] Saved forecast: NREF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NREF.txt
[2025-10-13T23:57:57.824477] [INFO ] [sig       ] [1240/1810] Completed NREF in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:57.824520] [INFO ] [sig       ] [1241/1810] Forecasting NRGV...
[2025-10-13T23:57:57.824550] [INFO ] [sig       ] Generating forecast for: NRGV
[2025-10-13T23:57:57.824583] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRGV' from 'https://tdm.silogroup.org/data/derivative_storage/NRGV.csv'.
[2025-10-13T23:57:57.833599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRGV'.
[2025-10-13T23:57:57.833895] [INFO ] [FORECASTER] Starting predict_future for NRGV
[2025-10-13T23:57:57.858528] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:57.859273] [DEBUG] [LOCAL     ] No optimal features file found for NRGV: ./output/feature-sets/NRGV.txt
[2025-10-13T23:57:57.859328] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:57.859361] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:57.859389] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:57.859444] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:57.876765] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:57.877283] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:57.877360] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:57.877392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:57.919144] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:57.919232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:57.919267] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:57.919297] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:57.922270] [DEBUG] [FORECASTER] NRGV: Forecast T+1@11:T+2@11: UP (p=79.73%)
[2025-10-13T23:57:57.922516] [INFO ] [FORECASTER] Completed predict_future for NRGV
[2025-10-13T23:57:57.922666] [INFO ] [sig       ] NRGV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:58.061328] [INFO ] [LOCAL     ] Saved forecast: NRGV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NRGV.txt
[2025-10-13T23:57:58.061530] [INFO ] [sig       ] [1241/1810] Completed NRGV in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:58.061573] [INFO ] [sig       ] [1242/1810] Forecasting NRP...
[2025-10-13T23:57:58.061603] [INFO ] [sig       ] Generating forecast for: NRP
[2025-10-13T23:57:58.061636] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRP' from 'https://tdm.silogroup.org/data/derivative_storage/NRP.csv'.
[2025-10-13T23:57:58.070119] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRP'.
[2025-10-13T23:57:58.070379] [INFO ] [FORECASTER] Starting predict_future for NRP
[2025-10-13T23:57:58.094800] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:58.095619] [DEBUG] [LOCAL     ] No optimal features file found for NRP: ./output/feature-sets/NRP.txt
[2025-10-13T23:57:58.095699] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:58.095742] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:58.095771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:58.095827] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:58.112959] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:58.113717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:58.113812] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:58.113846] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:58.165911] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:58.166097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:58.166172] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:58.166227] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:58.170162] [DEBUG] [FORECASTER] NRP: Forecast T+1@11:T+2@11: UP (p=91.41%)
[2025-10-13T23:57:58.170456] [INFO ] [FORECASTER] Completed predict_future for NRP
[2025-10-13T23:57:58.170624] [INFO ] [sig       ] NRP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:58.317116] [INFO ] [LOCAL     ] Saved forecast: NRP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NRP.txt
[2025-10-13T23:57:58.317348] [INFO ] [sig       ] [1242/1810] Completed NRP in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:58.317390] [INFO ] [sig       ] [1243/1810] Forecasting NRT...
[2025-10-13T23:57:58.317421] [INFO ] [sig       ] Generating forecast for: NRT
[2025-10-13T23:57:58.317453] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NRT' from 'https://tdm.silogroup.org/data/derivative_storage/NRT.csv'.
[2025-10-13T23:57:58.326282] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NRT'.
[2025-10-13T23:57:58.326636] [INFO ] [FORECASTER] Starting predict_future for NRT
[2025-10-13T23:57:58.351281] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:58.352031] [DEBUG] [LOCAL     ] No optimal features file found for NRT: ./output/feature-sets/NRT.txt
[2025-10-13T23:57:58.352086] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:58.352119] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:58.352147] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:58.352204] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:58.369165] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:58.369856] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:58.369936] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:58.369969] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:58.409211] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:58.409367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:58.409436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:58.409467] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:58.412880] [DEBUG] [FORECASTER] NRT: Forecast T+1@11:T+2@11: UP (p=85.02%)
[2025-10-13T23:57:58.413152] [INFO ] [FORECASTER] Completed predict_future for NRT
[2025-10-13T23:57:58.413293] [INFO ] [sig       ] NRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:58.558340] [INFO ] [LOCAL     ] Saved forecast: NRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NRT.txt
[2025-10-13T23:57:58.558625] [INFO ] [sig       ] [1243/1810] Completed NRT in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:58.558704] [INFO ] [sig       ] [1244/1810] Forecasting NUV...
[2025-10-13T23:57:58.558746] [INFO ] [sig       ] Generating forecast for: NUV
[2025-10-13T23:57:58.558781] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUV' from 'https://tdm.silogroup.org/data/derivative_storage/NUV.csv'.
[2025-10-13T23:57:58.568101] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUV'.
[2025-10-13T23:57:58.568425] [INFO ] [FORECASTER] Starting predict_future for NUV
[2025-10-13T23:57:58.593390] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:58.594196] [DEBUG] [LOCAL     ] No optimal features file found for NUV: ./output/feature-sets/NUV.txt
[2025-10-13T23:57:58.594252] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:58.594286] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:58.594316] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:58.594373] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:58.612538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:58.613153] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:58.613238] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:58.613273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:58.657353] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:58.657531] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:58.657590] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:58.657625] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:58.661150] [DEBUG] [FORECASTER] NUV: Forecast T+1@11:T+2@11: UP (p=54.91%)
[2025-10-13T23:57:58.661425] [INFO ] [FORECASTER] Completed predict_future for NUV
[2025-10-13T23:57:58.661576] [INFO ] [sig       ] NUV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:58.811061] [INFO ] [LOCAL     ] Saved forecast: NUV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NUV.txt
[2025-10-13T23:57:58.811339] [INFO ] [sig       ] [1244/1810] Completed NUV in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:58.811402] [INFO ] [sig       ] [1245/1810] Forecasting NUVB...
[2025-10-13T23:57:58.811438] [INFO ] [sig       ] Generating forecast for: NUVB
[2025-10-13T23:57:58.811474] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUVB' from 'https://tdm.silogroup.org/data/derivative_storage/NUVB.csv'.
[2025-10-13T23:57:58.821368] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUVB'.
[2025-10-13T23:57:58.821751] [INFO ] [FORECASTER] Starting predict_future for NUVB
[2025-10-13T23:57:58.846568] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:58.847280] [DEBUG] [LOCAL     ] No optimal features file found for NUVB: ./output/feature-sets/NUVB.txt
[2025-10-13T23:57:58.847335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:58.847369] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:58.847416] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:58.847497] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:58.864973] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:58.865560] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:58.865661] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:58.865716] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:58.904420] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:58.904508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:58.904545] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:58.904573] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:58.908177] [DEBUG] [FORECASTER] NUVB: Forecast T+1@11:T+2@11: DOWN (p=0.36%)
[2025-10-13T23:57:58.908431] [INFO ] [FORECASTER] Completed predict_future for NUVB
[2025-10-13T23:57:58.908562] [INFO ] [sig       ] NUVB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:59.049098] [INFO ] [LOCAL     ] Saved forecast: NUVB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NUVB.txt
[2025-10-13T23:57:59.049346] [INFO ] [sig       ] [1245/1810] Completed NUVB in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:59.049389] [INFO ] [sig       ] [1246/1810] Forecasting NUW...
[2025-10-13T23:57:59.049419] [INFO ] [sig       ] Generating forecast for: NUW
[2025-10-13T23:57:59.049450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NUW' from 'https://tdm.silogroup.org/data/derivative_storage/NUW.csv'.
[2025-10-13T23:57:59.059263] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NUW'.
[2025-10-13T23:57:59.059665] [INFO ] [FORECASTER] Starting predict_future for NUW
[2025-10-13T23:57:59.086099] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:59.086842] [DEBUG] [LOCAL     ] No optimal features file found for NUW: ./output/feature-sets/NUW.txt
[2025-10-13T23:57:59.086899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:59.086935] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:59.087016] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:59.087103] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:59.104762] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:59.105400] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:59.105486] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:59.105521] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:59.141226] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:59.141359] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:59.141398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:59.141428] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:59.144617] [DEBUG] [FORECASTER] NUW: Forecast T+1@11:T+2@11: DOWN (p=27.46%)
[2025-10-13T23:57:59.144911] [INFO ] [FORECASTER] Completed predict_future for NUW
[2025-10-13T23:57:59.145050] [INFO ] [sig       ] NUW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:57:59.285898] [INFO ] [LOCAL     ] Saved forecast: NUW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NUW.txt
[2025-10-13T23:57:59.286137] [INFO ] [sig       ] [1246/1810] Completed NUW in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:59.286179] [INFO ] [sig       ] [1247/1810] Forecasting NVR...
[2025-10-13T23:57:59.286210] [INFO ] [sig       ] Generating forecast for: NVR
[2025-10-13T23:57:59.286241] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NVR' from 'https://tdm.silogroup.org/data/derivative_storage/NVR.csv'.
[2025-10-13T23:57:59.295835] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'NVR'.
[2025-10-13T23:57:59.296267] [INFO ] [FORECASTER] Starting predict_future for NVR
[2025-10-13T23:57:59.321492] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:59.322278] [DEBUG] [LOCAL     ] No optimal features file found for NVR: ./output/feature-sets/NVR.txt
[2025-10-13T23:57:59.322335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:59.322370] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:59.322398] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:59.322453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:59.339423] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:59.340007] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:59.340089] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:59.340122] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:59.377545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:59.377639] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:59.377720] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:59.377755] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:59.380843] [DEBUG] [FORECASTER] NVR: Forecast T+1@11:T+2@11: UP (p=88.06%)
[2025-10-13T23:57:59.381097] [INFO ] [FORECASTER] Completed predict_future for NVR
[2025-10-13T23:57:59.381229] [INFO ] [sig       ] NVR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:59.520929] [INFO ] [LOCAL     ] Saved forecast: NVR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NVR.txt
[2025-10-13T23:57:59.521188] [INFO ] [sig       ] [1247/1810] Completed NVR in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:59.521230] [INFO ] [sig       ] [1248/1810] Forecasting NXC...
[2025-10-13T23:57:59.521261] [INFO ] [sig       ] Generating forecast for: NXC
[2025-10-13T23:57:59.521293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXC' from 'https://tdm.silogroup.org/data/derivative_storage/NXC.csv'.
[2025-10-13T23:57:59.530575] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXC'.
[2025-10-13T23:57:59.530961] [INFO ] [FORECASTER] Starting predict_future for NXC
[2025-10-13T23:57:59.560141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:59.560969] [DEBUG] [LOCAL     ] No optimal features file found for NXC: ./output/feature-sets/NXC.txt
[2025-10-13T23:57:59.561026] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:59.561062] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:59.561092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:59.561150] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:59.579252] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:59.579866] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:59.579951] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:59.579985] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:59.615536] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:59.615737] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:59.615794] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:59.615827] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:59.619606] [DEBUG] [FORECASTER] NXC: Forecast T+1@11:T+2@11: UP (p=92.54%)
[2025-10-13T23:57:59.619908] [INFO ] [FORECASTER] Completed predict_future for NXC
[2025-10-13T23:57:59.620053] [INFO ] [sig       ] NXC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:57:59.764915] [INFO ] [LOCAL     ] Saved forecast: NXC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/NXC.txt
[2025-10-13T23:57:59.765214] [INFO ] [sig       ] [1248/1810] Completed NXC in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.3m
[2025-10-13T23:57:59.765284] [INFO ] [sig       ] [1249/1810] Forecasting NXDT...
[2025-10-13T23:57:59.765327] [INFO ] [sig       ] Generating forecast for: NXDT
[2025-10-13T23:57:59.765368] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXDT' from 'https://tdm.silogroup.org/data/derivative_storage/NXDT.csv'.
[2025-10-13T23:57:59.774041] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXDT'.
[2025-10-13T23:57:59.774299] [INFO ] [FORECASTER] Starting predict_future for NXDT
[2025-10-13T23:57:59.799972] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:57:59.800750] [DEBUG] [LOCAL     ] No optimal features file found for NXDT: ./output/feature-sets/NXDT.txt
[2025-10-13T23:57:59.800809] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:57:59.800844] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:57:59.800873] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:57:59.800929] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:57:59.818824] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:57:59.819366] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:57:59.819447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:57:59.819481] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:57:59.855304] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:57:59.855445] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:57:59.855490] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:57:59.855525] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:57:59.860051] [DEBUG] [FORECASTER] NXDT: Forecast T+1@11:T+2@11: DOWN (p=18.66%)
[2025-10-13T23:57:59.860356] [INFO ] [FORECASTER] Completed predict_future for NXDT
[2025-10-13T23:57:59.860510] [INFO ] [sig       ] NXDT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:00.004633] [INFO ] [LOCAL     ] Saved forecast: NXDT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NXDT.txt
[2025-10-13T23:58:00.004892] [INFO ] [sig       ] [1249/1810] Completed NXDT in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:00.004937] [INFO ] [sig       ] [1250/1810] Forecasting NXE...
[2025-10-13T23:58:00.004967] [INFO ] [sig       ] Generating forecast for: NXE
[2025-10-13T23:58:00.005000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXE' from 'https://tdm.silogroup.org/data/derivative_storage/NXE.csv'.
[2025-10-13T23:58:00.014083] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXE'.
[2025-10-13T23:58:00.014464] [INFO ] [FORECASTER] Starting predict_future for NXE
[2025-10-13T23:58:00.039332] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:00.040139] [DEBUG] [LOCAL     ] No optimal features file found for NXE: ./output/feature-sets/NXE.txt
[2025-10-13T23:58:00.040194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:00.040229] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:00.040258] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:00.040316] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:00.057030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:00.057667] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:00.057756] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:00.057790] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:00.094239] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:00.094345] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:00.094406] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:00.094436] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:00.097603] [DEBUG] [FORECASTER] NXE: Forecast T+1@11:T+2@11: DOWN (p=8.70%)
[2025-10-13T23:58:00.097889] [INFO ] [FORECASTER] Completed predict_future for NXE
[2025-10-13T23:58:00.098029] [INFO ] [sig       ] NXE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:00.236866] [INFO ] [LOCAL     ] Saved forecast: NXE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NXE.txt
[2025-10-13T23:58:00.237118] [INFO ] [sig       ] [1250/1810] Completed NXE in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:00.237162] [INFO ] [sig       ] [1251/1810] Forecasting NXG...
[2025-10-13T23:58:00.237192] [INFO ] [sig       ] Generating forecast for: NXG
[2025-10-13T23:58:00.237224] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXG' from 'https://tdm.silogroup.org/data/derivative_storage/NXG.csv'.
[2025-10-13T23:58:00.246514] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXG'.
[2025-10-13T23:58:00.246854] [INFO ] [FORECASTER] Starting predict_future for NXG
[2025-10-13T23:58:00.271771] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:00.272465] [DEBUG] [LOCAL     ] No optimal features file found for NXG: ./output/feature-sets/NXG.txt
[2025-10-13T23:58:00.272520] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:00.272553] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:00.272581] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:00.272638] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:00.289636] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:00.290230] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:00.290326] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:00.290369] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:00.326721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:00.326857] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:00.326939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:00.326993] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:00.331045] [DEBUG] [FORECASTER] NXG: Forecast T+1@11:T+2@11: DOWN (p=16.40%)
[2025-10-13T23:58:00.331338] [INFO ] [FORECASTER] Completed predict_future for NXG
[2025-10-13T23:58:00.331494] [INFO ] [sig       ] NXG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:00.484075] [INFO ] [LOCAL     ] Saved forecast: NXG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NXG.txt
[2025-10-13T23:58:00.484297] [INFO ] [sig       ] [1251/1810] Completed NXG in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:00.484345] [INFO ] [sig       ] [1252/1810] Forecasting NXN...
[2025-10-13T23:58:00.484383] [INFO ] [sig       ] Generating forecast for: NXN
[2025-10-13T23:58:00.484422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXN' from 'https://tdm.silogroup.org/data/derivative_storage/NXN.csv'.
[2025-10-13T23:58:00.493481] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXN'.
[2025-10-13T23:58:00.493839] [INFO ] [FORECASTER] Starting predict_future for NXN
[2025-10-13T23:58:00.518768] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:00.519440] [DEBUG] [LOCAL     ] No optimal features file found for NXN: ./output/feature-sets/NXN.txt
[2025-10-13T23:58:00.519495] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:00.519529] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:00.519556] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:00.519631] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:00.537029] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:00.537619] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:00.537722] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:00.537763] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:00.575188] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:00.575419] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:00.575499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:00.575569] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:00.579804] [DEBUG] [FORECASTER] NXN: Forecast T+1@11:T+2@11: DOWN (p=36.53%)
[2025-10-13T23:58:00.580192] [INFO ] [FORECASTER] Completed predict_future for NXN
[2025-10-13T23:58:00.580354] [INFO ] [sig       ] NXN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:00.744533] [INFO ] [LOCAL     ] Saved forecast: NXN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NXN.txt
[2025-10-13T23:58:00.744809] [INFO ] [sig       ] [1252/1810] Completed NXN in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:00.744870] [INFO ] [sig       ] [1253/1810] Forecasting NXP...
[2025-10-13T23:58:00.744904] [INFO ] [sig       ] Generating forecast for: NXP
[2025-10-13T23:58:00.744937] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'NXP' from 'https://tdm.silogroup.org/data/derivative_storage/NXP.csv'.
[2025-10-13T23:58:00.754098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'NXP'.
[2025-10-13T23:58:00.754443] [INFO ] [FORECASTER] Starting predict_future for NXP
[2025-10-13T23:58:00.778955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:00.779719] [DEBUG] [LOCAL     ] No optimal features file found for NXP: ./output/feature-sets/NXP.txt
[2025-10-13T23:58:00.779775] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:00.779809] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:00.779837] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:00.779893] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:00.796955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:00.797524] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:00.797608] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:00.797676] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:00.833277] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:00.833403] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:00.833442] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:00.833472] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:00.836724] [DEBUG] [FORECASTER] NXP: Forecast T+1@11:T+2@11: DOWN (p=10.72%)
[2025-10-13T23:58:00.836984] [INFO ] [FORECASTER] Completed predict_future for NXP
[2025-10-13T23:58:00.837111] [INFO ] [sig       ] NXP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:00.978864] [INFO ] [LOCAL     ] Saved forecast: NXP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/NXP.txt
[2025-10-13T23:58:00.979092] [INFO ] [sig       ] [1253/1810] Completed NXP in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:00.979135] [INFO ] [sig       ] [1254/1810] Forecasting OCFT...
[2025-10-13T23:58:00.979166] [INFO ] [sig       ] Generating forecast for: OCFT
[2025-10-13T23:58:00.979197] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OCFT' from 'https://tdm.silogroup.org/data/derivative_storage/OCFT.csv'.
[2025-10-13T23:58:00.988009] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OCFT'.
[2025-10-13T23:58:00.988466] [INFO ] [FORECASTER] Starting predict_future for OCFT
[2025-10-13T23:58:01.017250] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:01.018367] [DEBUG] [LOCAL     ] No optimal features file found for OCFT: ./output/feature-sets/OCFT.txt
[2025-10-13T23:58:01.018427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:01.018464] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:01.018493] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:01.018553] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:01.036141] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:01.037014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:01.037104] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:01.037140] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:01.073167] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:01.073351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:01.073398] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:01.073430] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:01.076967] [DEBUG] [FORECASTER] OCFT: Forecast T+1@11:T+2@11: UP (p=92.24%)
[2025-10-13T23:58:01.077238] [INFO ] [FORECASTER] Completed predict_future for OCFT
[2025-10-13T23:58:01.077375] [INFO ] [sig       ] OCFT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:01.252807] [INFO ] [LOCAL     ] Saved forecast: OCFT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/OCFT.txt
[2025-10-13T23:58:01.253083] [INFO ] [sig       ] [1254/1810] Completed OCFT in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:01.253127] [INFO ] [sig       ] [1255/1810] Forecasting ODC...
[2025-10-13T23:58:01.253158] [INFO ] [sig       ] Generating forecast for: ODC
[2025-10-13T23:58:01.253190] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ODC' from 'https://tdm.silogroup.org/data/derivative_storage/ODC.csv'.
[2025-10-13T23:58:01.262374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ODC'.
[2025-10-13T23:58:01.262742] [INFO ] [FORECASTER] Starting predict_future for ODC
[2025-10-13T23:58:01.288605] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:01.289488] [DEBUG] [LOCAL     ] No optimal features file found for ODC: ./output/feature-sets/ODC.txt
[2025-10-13T23:58:01.289545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:01.289580] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:01.289609] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:01.289690] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:01.308578] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:01.309329] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:01.309414] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:01.309448] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:01.347080] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:01.347264] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:01.347307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:01.347341] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:01.350945] [DEBUG] [FORECASTER] ODC: Forecast T+1@11:T+2@11: DOWN (p=9.60%)
[2025-10-13T23:58:01.351222] [INFO ] [FORECASTER] Completed predict_future for ODC
[2025-10-13T23:58:01.351364] [INFO ] [sig       ] ODC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:01.507539] [INFO ] [LOCAL     ] Saved forecast: ODC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ODC.txt
[2025-10-13T23:58:01.507828] [INFO ] [sig       ] [1255/1810] Completed ODC in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:01.507892] [INFO ] [sig       ] [1256/1810] Forecasting ODV...
[2025-10-13T23:58:01.507928] [INFO ] [sig       ] Generating forecast for: ODV
[2025-10-13T23:58:01.507962] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ODV' from 'https://tdm.silogroup.org/data/derivative_storage/ODV.csv'.
[2025-10-13T23:58:01.516364] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ODV'.
[2025-10-13T23:58:01.516674] [INFO ] [FORECASTER] Starting predict_future for ODV
[2025-10-13T23:58:01.542428] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:01.543181] [DEBUG] [LOCAL     ] No optimal features file found for ODV: ./output/feature-sets/ODV.txt
[2025-10-13T23:58:01.543238] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:01.543274] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:01.543305] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:01.543363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:01.562282] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:01.562897] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:01.562979] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:01.563015] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:01.601668] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:01.601826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:01.601866] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:01.601896] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:01.605321] [DEBUG] [FORECASTER] ODV: Forecast T+1@11:T+2@11: UP (p=80.38%)
[2025-10-13T23:58:01.605592] [INFO ] [FORECASTER] Completed predict_future for ODV
[2025-10-13T23:58:01.605759] [INFO ] [sig       ] ODV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:01.761635] [INFO ] [LOCAL     ] Saved forecast: ODV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ODV.txt
[2025-10-13T23:58:01.761923] [INFO ] [sig       ] [1256/1810] Completed ODV in 0.3s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:01.761968] [INFO ] [sig       ] [1257/1810] Forecasting OIA...
[2025-10-13T23:58:01.761999] [INFO ] [sig       ] Generating forecast for: OIA
[2025-10-13T23:58:01.762030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OIA' from 'https://tdm.silogroup.org/data/derivative_storage/OIA.csv'.
[2025-10-13T23:58:01.770662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OIA'.
[2025-10-13T23:58:01.771090] [INFO ] [FORECASTER] Starting predict_future for OIA
[2025-10-13T23:58:01.798143] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:01.799018] [DEBUG] [LOCAL     ] No optimal features file found for OIA: ./output/feature-sets/OIA.txt
[2025-10-13T23:58:01.799075] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:01.799111] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:01.799141] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:01.799200] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:01.817787] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:01.818698] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:01.818789] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:01.818825] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:01.855505] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:01.855720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:01.855782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:01.855841] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:01.859930] [DEBUG] [FORECASTER] OIA: Forecast T+1@11:T+2@11: UP (p=78.79%)
[2025-10-13T23:58:01.860247] [INFO ] [FORECASTER] Completed predict_future for OIA
[2025-10-13T23:58:01.860393] [INFO ] [sig       ] OIA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:02.010218] [INFO ] [LOCAL     ] Saved forecast: OIA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/OIA.txt
[2025-10-13T23:58:02.010453] [INFO ] [sig       ] [1257/1810] Completed OIA in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:02.010496] [INFO ] [sig       ] [1258/1810] Forecasting OIS...
[2025-10-13T23:58:02.010528] [INFO ] [sig       ] Generating forecast for: OIS
[2025-10-13T23:58:02.010560] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OIS' from 'https://tdm.silogroup.org/data/derivative_storage/OIS.csv'.
[2025-10-13T23:58:02.019254] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OIS'.
[2025-10-13T23:58:02.019561] [INFO ] [FORECASTER] Starting predict_future for OIS
[2025-10-13T23:58:02.045345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:02.046148] [DEBUG] [LOCAL     ] No optimal features file found for OIS: ./output/feature-sets/OIS.txt
[2025-10-13T23:58:02.046204] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:02.046240] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:02.046270] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:02.046329] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:02.066278] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:02.066882] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:02.066961] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:02.066994] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:02.096933] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:02.097065] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:02.097106] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:02.097138] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:02.100938] [DEBUG] [FORECASTER] OIS: Forecast T+1@11:T+2@11: DOWN (p=15.51%)
[2025-10-13T23:58:02.101248] [INFO ] [FORECASTER] Completed predict_future for OIS
[2025-10-13T23:58:02.101386] [INFO ] [sig       ] OIS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:02.249085] [INFO ] [LOCAL     ] Saved forecast: OIS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/OIS.txt
[2025-10-13T23:58:02.249335] [INFO ] [sig       ] [1258/1810] Completed OIS in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:02.249378] [INFO ] [sig       ] [1259/1810] Forecasting OLP...
[2025-10-13T23:58:02.249410] [INFO ] [sig       ] Generating forecast for: OLP
[2025-10-13T23:58:02.249442] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OLP' from 'https://tdm.silogroup.org/data/derivative_storage/OLP.csv'.
[2025-10-13T23:58:02.258176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OLP'.
[2025-10-13T23:58:02.258466] [INFO ] [FORECASTER] Starting predict_future for OLP
[2025-10-13T23:58:02.283593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:02.284311] [DEBUG] [LOCAL     ] No optimal features file found for OLP: ./output/feature-sets/OLP.txt
[2025-10-13T23:58:02.284368] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:02.284449] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:02.284498] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:02.284616] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:02.303490] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:02.304087] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:02.304166] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:02.304200] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:02.334208] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:02.334331] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:02.334374] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:02.334407] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:02.338140] [DEBUG] [FORECASTER] OLP: Forecast T+1@11:T+2@11: DOWN (p=47.08%)
[2025-10-13T23:58:02.338429] [INFO ] [FORECASTER] Completed predict_future for OLP
[2025-10-13T23:58:02.338560] [INFO ] [sig       ] OLP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:02.478881] [INFO ] [LOCAL     ] Saved forecast: OLP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/OLP.txt
[2025-10-13T23:58:02.479101] [INFO ] [sig       ] [1259/1810] Completed OLP in 0.2s | 4.16 sym/s | Total: 5.0m | ETA: 2.2m
[2025-10-13T23:58:02.479143] [INFO ] [sig       ] [1260/1810] Forecasting ONIT...
[2025-10-13T23:58:02.479174] [INFO ] [sig       ] Generating forecast for: ONIT
[2025-10-13T23:58:02.479207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONIT' from 'https://tdm.silogroup.org/data/derivative_storage/ONIT.csv'.
[2025-10-13T23:58:02.487268] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'ONIT'.
[2025-10-13T23:58:02.487571] [INFO ] [FORECASTER] Starting predict_future for ONIT
[2025-10-13T23:58:02.512735] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:02.513447] [DEBUG] [LOCAL     ] No optimal features file found for ONIT: ./output/feature-sets/ONIT.txt
[2025-10-13T23:58:02.513503] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:02.513538] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:02.513567] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:02.513625] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:02.530662] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:02.531218] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:02.531297] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:02.531331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:02.557532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:02.557630] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:02.557702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:02.557743] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:02.561136] [DEBUG] [FORECASTER] ONIT: Forecast T+1@11:T+2@11: UP (p=85.32%)
[2025-10-13T23:58:02.561390] [INFO ] [FORECASTER] Completed predict_future for ONIT
[2025-10-13T23:58:02.561509] [INFO ] [sig       ] ONIT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:02.703834] [INFO ] [LOCAL     ] Saved forecast: ONIT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ONIT.txt
[2025-10-13T23:58:02.704067] [INFO ] [sig       ] [1260/1810] Completed ONIT in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:02.704111] [INFO ] [sig       ] [1261/1810] Forecasting ONL...
[2025-10-13T23:58:02.704142] [INFO ] [sig       ] Generating forecast for: ONL
[2025-10-13T23:58:02.704173] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONL' from 'https://tdm.silogroup.org/data/derivative_storage/ONL.csv'.
[2025-10-13T23:58:02.712662] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ONL'.
[2025-10-13T23:58:02.712924] [INFO ] [FORECASTER] Starting predict_future for ONL
[2025-10-13T23:58:02.737321] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:02.738075] [DEBUG] [LOCAL     ] No optimal features file found for ONL: ./output/feature-sets/ONL.txt
[2025-10-13T23:58:02.738130] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:02.738164] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:02.738193] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:02.738250] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:02.755214] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:02.755936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:02.756014] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:02.756048] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:02.783046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:02.783145] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:02.783182] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:02.783213] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:02.786515] [DEBUG] [FORECASTER] ONL: Forecast T+1@11:T+2@11: UP (p=96.32%)
[2025-10-13T23:58:02.786817] [INFO ] [FORECASTER] Completed predict_future for ONL
[2025-10-13T23:58:02.786946] [INFO ] [sig       ] ONL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:02.943947] [INFO ] [LOCAL     ] Saved forecast: ONL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ONL.txt
[2025-10-13T23:58:02.944199] [INFO ] [sig       ] [1261/1810] Completed ONL in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:02.944241] [INFO ] [sig       ] [1262/1810] Forecasting ONTF...
[2025-10-13T23:58:02.944272] [INFO ] [sig       ] Generating forecast for: ONTF
[2025-10-13T23:58:02.944304] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ONTF' from 'https://tdm.silogroup.org/data/derivative_storage/ONTF.csv'.
[2025-10-13T23:58:02.952757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ONTF'.
[2025-10-13T23:58:02.953027] [INFO ] [FORECASTER] Starting predict_future for ONTF
[2025-10-13T23:58:02.977971] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:02.978748] [DEBUG] [LOCAL     ] No optimal features file found for ONTF: ./output/feature-sets/ONTF.txt
[2025-10-13T23:58:02.978804] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:02.978838] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:02.978866] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:02.978924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:02.995618] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:02.996175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:02.996255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:02.996289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:03.028012] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:03.028097] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:03.028133] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:03.028162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:03.031156] [DEBUG] [FORECASTER] ONTF: Forecast T+1@11:T+2@11: UP (p=82.68%)
[2025-10-13T23:58:03.031405] [INFO ] [FORECASTER] Completed predict_future for ONTF
[2025-10-13T23:58:03.031525] [INFO ] [sig       ] ONTF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:03.168791] [INFO ] [LOCAL     ] Saved forecast: ONTF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ONTF.txt
[2025-10-13T23:58:03.168993] [INFO ] [sig       ] [1262/1810] Completed ONTF in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:03.169044] [INFO ] [sig       ] [1263/1810] Forecasting OPAD...
[2025-10-13T23:58:03.169076] [INFO ] [sig       ] Generating forecast for: OPAD
[2025-10-13T23:58:03.169109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OPAD' from 'https://tdm.silogroup.org/data/derivative_storage/OPAD.csv'.
[2025-10-13T23:58:03.177869] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'OPAD'.
[2025-10-13T23:58:03.178154] [INFO ] [FORECASTER] Starting predict_future for OPAD
[2025-10-13T23:58:03.202546] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:03.203227] [DEBUG] [LOCAL     ] No optimal features file found for OPAD: ./output/feature-sets/OPAD.txt
[2025-10-13T23:58:03.203282] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:03.203315] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:03.203343] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:03.203399] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:03.220530] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:03.221074] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:03.221154] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:03.221187] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:03.255334] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:03.255425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:03.255461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:03.255489] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:03.258544] [DEBUG] [FORECASTER] OPAD: Forecast T+1@11:T+2@11: DOWN (p=1.27%)
[2025-10-13T23:58:03.258823] [INFO ] [FORECASTER] Completed predict_future for OPAD
[2025-10-13T23:58:03.258951] [INFO ] [sig       ] OPAD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:03.396801] [INFO ] [LOCAL     ] Saved forecast: OPAD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/OPAD.txt
[2025-10-13T23:58:03.396984] [INFO ] [sig       ] [1263/1810] Completed OPAD in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:03.397025] [INFO ] [sig       ] [1264/1810] Forecasting OPP...
[2025-10-13T23:58:03.397056] [INFO ] [sig       ] Generating forecast for: OPP
[2025-10-13T23:58:03.397089] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OPP' from 'https://tdm.silogroup.org/data/derivative_storage/OPP.csv'.
[2025-10-13T23:58:03.405255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OPP'.
[2025-10-13T23:58:03.405535] [INFO ] [FORECASTER] Starting predict_future for OPP
[2025-10-13T23:58:03.429866] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:03.430519] [DEBUG] [LOCAL     ] No optimal features file found for OPP: ./output/feature-sets/OPP.txt
[2025-10-13T23:58:03.430572] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:03.430606] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:03.430634] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:03.430729] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:03.447564] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:03.448113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:03.448193] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:03.448227] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:03.479065] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:03.479160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:03.479196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:03.479244] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:03.482293] [DEBUG] [FORECASTER] OPP: Forecast T+1@11:T+2@11: UP (p=91.49%)
[2025-10-13T23:58:03.482550] [INFO ] [FORECASTER] Completed predict_future for OPP
[2025-10-13T23:58:03.482703] [INFO ] [sig       ] OPP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:03.620733] [INFO ] [LOCAL     ] Saved forecast: OPP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/OPP.txt
[2025-10-13T23:58:03.620951] [INFO ] [sig       ] [1264/1810] Completed OPP in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:03.620992] [INFO ] [sig       ] [1265/1810] Forecasting ORC...
[2025-10-13T23:58:03.621023] [INFO ] [sig       ] Generating forecast for: ORC
[2025-10-13T23:58:03.621055] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ORC' from 'https://tdm.silogroup.org/data/derivative_storage/ORC.csv'.
[2025-10-13T23:58:03.629324] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ORC'.
[2025-10-13T23:58:03.629586] [INFO ] [FORECASTER] Starting predict_future for ORC
[2025-10-13T23:58:03.654075] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:03.654778] [DEBUG] [LOCAL     ] No optimal features file found for ORC: ./output/feature-sets/ORC.txt
[2025-10-13T23:58:03.654833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:03.654867] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:03.654896] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:03.654952] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:03.672022] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:03.672534] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:03.672610] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:03.672681] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:03.703838] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:03.703920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:03.703957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:03.703985] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:03.706983] [DEBUG] [FORECASTER] ORC: Forecast T+1@11:T+2@11: UP (p=69.47%)
[2025-10-13T23:58:03.707230] [INFO ] [FORECASTER] Completed predict_future for ORC
[2025-10-13T23:58:03.707381] [INFO ] [sig       ] ORC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:03.846394] [INFO ] [LOCAL     ] Saved forecast: ORC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ORC.txt
[2025-10-13T23:58:03.846670] [INFO ] [sig       ] [1265/1810] Completed ORC in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:03.846731] [INFO ] [sig       ] [1266/1810] Forecasting ORN...
[2025-10-13T23:58:03.846765] [INFO ] [sig       ] Generating forecast for: ORN
[2025-10-13T23:58:03.846798] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ORN' from 'https://tdm.silogroup.org/data/derivative_storage/ORN.csv'.
[2025-10-13T23:58:03.855211] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ORN'.
[2025-10-13T23:58:03.855509] [INFO ] [FORECASTER] Starting predict_future for ORN
[2025-10-13T23:58:03.882825] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:03.883581] [DEBUG] [LOCAL     ] No optimal features file found for ORN: ./output/feature-sets/ORN.txt
[2025-10-13T23:58:03.883635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:03.883711] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:03.883747] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:03.883804] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:03.900967] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:03.901506] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:03.901585] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:03.901619] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:03.938994] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:03.939077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:03.939112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:03.939140] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:03.942127] [DEBUG] [FORECASTER] ORN: Forecast T+1@11:T+2@11: UP (p=98.96%)
[2025-10-13T23:58:03.942374] [INFO ] [FORECASTER] Completed predict_future for ORN
[2025-10-13T23:58:03.942500] [INFO ] [sig       ] ORN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:04.080945] [INFO ] [LOCAL     ] Saved forecast: ORN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ORN.txt
[2025-10-13T23:58:04.081142] [INFO ] [sig       ] [1266/1810] Completed ORN in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:04.081183] [INFO ] [sig       ] [1267/1810] Forecasting OWLT...
[2025-10-13T23:58:04.081214] [INFO ] [sig       ] Generating forecast for: OWLT
[2025-10-13T23:58:04.081246] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'OWLT' from 'https://tdm.silogroup.org/data/derivative_storage/OWLT.csv'.
[2025-10-13T23:58:04.089319] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'OWLT'.
[2025-10-13T23:58:04.089585] [INFO ] [FORECASTER] Starting predict_future for OWLT
[2025-10-13T23:58:04.113929] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:04.114598] [DEBUG] [LOCAL     ] No optimal features file found for OWLT: ./output/feature-sets/OWLT.txt
[2025-10-13T23:58:04.114676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:04.114727] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:04.114759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:04.114816] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:04.131469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:04.132022] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:04.132103] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:04.132137] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:04.168360] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:04.168449] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:04.168487] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:04.168517] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:04.171747] [DEBUG] [FORECASTER] OWLT: Forecast T+1@11:T+2@11: DOWN (p=46.62%)
[2025-10-13T23:58:04.172008] [INFO ] [FORECASTER] Completed predict_future for OWLT
[2025-10-13T23:58:04.172135] [INFO ] [sig       ] OWLT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:04.312703] [INFO ] [LOCAL     ] Saved forecast: OWLT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/OWLT.txt
[2025-10-13T23:58:04.312959] [INFO ] [sig       ] [1267/1810] Completed OWLT in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:04.313004] [INFO ] [sig       ] [1268/1810] Forecasting PAC...
[2025-10-13T23:58:04.313035] [INFO ] [sig       ] Generating forecast for: PAC
[2025-10-13T23:58:04.313067] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PAC' from 'https://tdm.silogroup.org/data/derivative_storage/PAC.csv'.
[2025-10-13T23:58:04.322944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PAC'.
[2025-10-13T23:58:04.323287] [INFO ] [FORECASTER] Starting predict_future for PAC
[2025-10-13T23:58:04.348385] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:04.349103] [DEBUG] [LOCAL     ] No optimal features file found for PAC: ./output/feature-sets/PAC.txt
[2025-10-13T23:58:04.349159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:04.349193] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:04.349221] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:04.349278] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:04.367573] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:04.368179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:04.368265] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:04.368299] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:04.410182] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:04.410262] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:04.410298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:04.410327] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:04.413403] [DEBUG] [FORECASTER] PAC: Forecast T+1@11:T+2@11: DOWN (p=0.71%)
[2025-10-13T23:58:04.413672] [INFO ] [FORECASTER] Completed predict_future for PAC
[2025-10-13T23:58:04.413815] [INFO ] [sig       ] PAC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:04.555415] [INFO ] [LOCAL     ] Saved forecast: PAC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PAC.txt
[2025-10-13T23:58:04.555666] [INFO ] [sig       ] [1268/1810] Completed PAC in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:04.555727] [INFO ] [sig       ] [1269/1810] Forecasting PACK...
[2025-10-13T23:58:04.555760] [INFO ] [sig       ] Generating forecast for: PACK
[2025-10-13T23:58:04.555840] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PACK' from 'https://tdm.silogroup.org/data/derivative_storage/PACK.csv'.
[2025-10-13T23:58:04.563992] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PACK'.
[2025-10-13T23:58:04.564272] [INFO ] [FORECASTER] Starting predict_future for PACK
[2025-10-13T23:58:04.588687] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:04.589375] [DEBUG] [LOCAL     ] No optimal features file found for PACK: ./output/feature-sets/PACK.txt
[2025-10-13T23:58:04.589430] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:04.589463] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:04.589491] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:04.589548] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:04.606264] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:04.606821] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:04.606901] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:04.606935] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:04.650855] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:04.650947] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:04.650984] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:04.651013] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:04.654059] [DEBUG] [FORECASTER] PACK: Forecast T+1@11:T+2@11: UP (p=81.90%)
[2025-10-13T23:58:04.654309] [INFO ] [FORECASTER] Completed predict_future for PACK
[2025-10-13T23:58:04.654437] [INFO ] [sig       ] PACK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:04.797121] [INFO ] [LOCAL     ] Saved forecast: PACK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PACK.txt
[2025-10-13T23:58:04.797357] [INFO ] [sig       ] [1269/1810] Completed PACK in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:04.797437] [INFO ] [sig       ] [1270/1810] Forecasting PAI...
[2025-10-13T23:58:04.797521] [INFO ] [sig       ] Generating forecast for: PAI
[2025-10-13T23:58:04.797574] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PAI' from 'https://tdm.silogroup.org/data/derivative_storage/PAI.csv'.
[2025-10-13T23:58:04.806092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PAI'.
[2025-10-13T23:58:04.806342] [INFO ] [FORECASTER] Starting predict_future for PAI
[2025-10-13T23:58:04.830741] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:04.831413] [DEBUG] [LOCAL     ] No optimal features file found for PAI: ./output/feature-sets/PAI.txt
[2025-10-13T23:58:04.831470] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:04.831502] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:04.831530] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:04.831588] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:04.848432] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:04.848996] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:04.849079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:04.849112] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:04.889372] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:04.889468] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:04.889504] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:04.889532] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:04.892668] [DEBUG] [FORECASTER] PAI: Forecast T+1@11:T+2@11: DOWN (p=10.82%)
[2025-10-13T23:58:04.892926] [INFO ] [FORECASTER] Completed predict_future for PAI
[2025-10-13T23:58:04.893061] [INFO ] [sig       ] PAI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:05.032131] [INFO ] [LOCAL     ] Saved forecast: PAI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PAI.txt
[2025-10-13T23:58:05.032364] [INFO ] [sig       ] [1270/1810] Completed PAI in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:05.032407] [INFO ] [sig       ] [1271/1810] Forecasting PCF...
[2025-10-13T23:58:05.032438] [INFO ] [sig       ] Generating forecast for: PCF
[2025-10-13T23:58:05.032470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCF' from 'https://tdm.silogroup.org/data/derivative_storage/PCF.csv'.
[2025-10-13T23:58:05.041585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PCF'.
[2025-10-13T23:58:05.041976] [INFO ] [FORECASTER] Starting predict_future for PCF
[2025-10-13T23:58:05.066692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:05.067384] [DEBUG] [LOCAL     ] No optimal features file found for PCF: ./output/feature-sets/PCF.txt
[2025-10-13T23:58:05.067439] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:05.067497] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:05.067549] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:05.067610] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:05.084371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:05.084960] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:05.085045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:05.085080] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:05.126209] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:05.126333] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:05.126371] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:05.126425] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:05.129743] [DEBUG] [FORECASTER] PCF: Forecast T+1@11:T+2@11: UP (p=72.76%)
[2025-10-13T23:58:05.130035] [INFO ] [FORECASTER] Completed predict_future for PCF
[2025-10-13T23:58:05.130174] [INFO ] [sig       ] PCF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:05.270209] [INFO ] [LOCAL     ] Saved forecast: PCF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PCF.txt
[2025-10-13T23:58:05.270475] [INFO ] [sig       ] [1271/1810] Completed PCF in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:05.270519] [INFO ] [sig       ] [1272/1810] Forecasting PCM...
[2025-10-13T23:58:05.270549] [INFO ] [sig       ] Generating forecast for: PCM
[2025-10-13T23:58:05.270581] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCM' from 'https://tdm.silogroup.org/data/derivative_storage/PCM.csv'.
[2025-10-13T23:58:05.280019] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PCM'.
[2025-10-13T23:58:05.280336] [INFO ] [FORECASTER] Starting predict_future for PCM
[2025-10-13T23:58:05.305562] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:05.306372] [DEBUG] [LOCAL     ] No optimal features file found for PCM: ./output/feature-sets/PCM.txt
[2025-10-13T23:58:05.306472] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:05.306515] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:05.306545] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:05.306602] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:05.323920] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:05.324481] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:05.324560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:05.324594] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:05.363182] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:05.363298] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:05.363336] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:05.363365] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:05.366527] [DEBUG] [FORECASTER] PCM: Forecast T+1@11:T+2@11: UP (p=90.88%)
[2025-10-13T23:58:05.366827] [INFO ] [FORECASTER] Completed predict_future for PCM
[2025-10-13T23:58:05.366969] [INFO ] [sig       ] PCM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:05.512497] [INFO ] [LOCAL     ] Saved forecast: PCM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PCM.txt
[2025-10-13T23:58:05.512901] [INFO ] [sig       ] [1272/1810] Completed PCM in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:05.512965] [INFO ] [sig       ] [1273/1810] Forecasting PCQ...
[2025-10-13T23:58:05.513001] [INFO ] [sig       ] Generating forecast for: PCQ
[2025-10-13T23:58:05.513036] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PCQ' from 'https://tdm.silogroup.org/data/derivative_storage/PCQ.csv'.
[2025-10-13T23:58:05.522059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PCQ'.
[2025-10-13T23:58:05.522398] [INFO ] [FORECASTER] Starting predict_future for PCQ
[2025-10-13T23:58:05.547793] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:05.548600] [DEBUG] [LOCAL     ] No optimal features file found for PCQ: ./output/feature-sets/PCQ.txt
[2025-10-13T23:58:05.548679] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:05.548729] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:05.548761] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:05.548819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:05.565488] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:05.566055] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:05.566137] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:05.566171] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:05.599426] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:05.599674] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:05.599755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:05.599833] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:05.603866] [DEBUG] [FORECASTER] PCQ: Forecast T+1@11:T+2@11: UP (p=92.19%)
[2025-10-13T23:58:05.604177] [INFO ] [FORECASTER] Completed predict_future for PCQ
[2025-10-13T23:58:05.604314] [INFO ] [sig       ] PCQ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:05.775966] [INFO ] [LOCAL     ] Saved forecast: PCQ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PCQ.txt
[2025-10-13T23:58:05.776205] [INFO ] [sig       ] [1273/1810] Completed PCQ in 0.3s | 4.16 sym/s | Total: 5.1m | ETA: 2.2m
[2025-10-13T23:58:05.776247] [INFO ] [sig       ] [1274/1810] Forecasting PDS...
[2025-10-13T23:58:05.776281] [INFO ] [sig       ] Generating forecast for: PDS
[2025-10-13T23:58:05.776339] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PDS' from 'https://tdm.silogroup.org/data/derivative_storage/PDS.csv'.
[2025-10-13T23:58:05.785036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PDS'.
[2025-10-13T23:58:05.785327] [INFO ] [FORECASTER] Starting predict_future for PDS
[2025-10-13T23:58:05.810728] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:05.811389] [DEBUG] [LOCAL     ] No optimal features file found for PDS: ./output/feature-sets/PDS.txt
[2025-10-13T23:58:05.811442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:05.811475] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:05.811502] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:05.811558] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:05.831218] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:05.831785] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:05.831864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:05.831897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:05.864898] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:05.864989] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:05.865025] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:05.865054] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:05.868086] [DEBUG] [FORECASTER] PDS: Forecast T+1@11:T+2@11: DOWN (p=43.21%)
[2025-10-13T23:58:05.868337] [INFO ] [FORECASTER] Completed predict_future for PDS
[2025-10-13T23:58:05.868460] [INFO ] [sig       ] PDS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:06.005719] [INFO ] [LOCAL     ] Saved forecast: PDS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PDS.txt
[2025-10-13T23:58:06.005934] [INFO ] [sig       ] [1274/1810] Completed PDS in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:06.005975] [INFO ] [sig       ] [1275/1810] Forecasting PDT...
[2025-10-13T23:58:06.006006] [INFO ] [sig       ] Generating forecast for: PDT
[2025-10-13T23:58:06.006037] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PDT' from 'https://tdm.silogroup.org/data/derivative_storage/PDT.csv'.
[2025-10-13T23:58:06.016270] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PDT'.
[2025-10-13T23:58:06.016740] [INFO ] [FORECASTER] Starting predict_future for PDT
[2025-10-13T23:58:06.044901] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:06.045828] [DEBUG] [LOCAL     ] No optimal features file found for PDT: ./output/feature-sets/PDT.txt
[2025-10-13T23:58:06.045886] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:06.045922] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:06.045952] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:06.046009] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:06.066382] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:06.067171] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:06.067313] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:06.067374] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:06.111889] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:06.112077] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:06.112124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:06.112156] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:06.115834] [DEBUG] [FORECASTER] PDT: Forecast T+1@11:T+2@11: UP (p=72.56%)
[2025-10-13T23:58:06.116110] [INFO ] [FORECASTER] Completed predict_future for PDT
[2025-10-13T23:58:06.116252] [INFO ] [sig       ] PDT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:06.255336] [INFO ] [LOCAL     ] Saved forecast: PDT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PDT.txt
[2025-10-13T23:58:06.255552] [INFO ] [sig       ] [1275/1810] Completed PDT in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:06.255593] [INFO ] [sig       ] [1276/1810] Forecasting PEO...
[2025-10-13T23:58:06.255624] [INFO ] [sig       ] Generating forecast for: PEO
[2025-10-13T23:58:06.255691] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PEO' from 'https://tdm.silogroup.org/data/derivative_storage/PEO.csv'.
[2025-10-13T23:58:06.264367] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PEO'.
[2025-10-13T23:58:06.264684] [INFO ] [FORECASTER] Starting predict_future for PEO
[2025-10-13T23:58:06.289346] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:06.290092] [DEBUG] [LOCAL     ] No optimal features file found for PEO: ./output/feature-sets/PEO.txt
[2025-10-13T23:58:06.290146] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:06.290179] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:06.290207] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:06.290264] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:06.307693] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:06.308238] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:06.308317] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:06.308350] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:06.341825] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:06.341925] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:06.341962] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:06.341991] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:06.345207] [DEBUG] [FORECASTER] PEO: Forecast T+1@11:T+2@11: UP (p=68.60%)
[2025-10-13T23:58:06.345461] [INFO ] [FORECASTER] Completed predict_future for PEO
[2025-10-13T23:58:06.345591] [INFO ] [sig       ] PEO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:06.483618] [INFO ] [LOCAL     ] Saved forecast: PEO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PEO.txt
[2025-10-13T23:58:06.483871] [INFO ] [sig       ] [1276/1810] Completed PEO in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:06.483926] [INFO ] [sig       ] [1277/1810] Forecasting PERF...
[2025-10-13T23:58:06.483959] [INFO ] [sig       ] Generating forecast for: PERF
[2025-10-13T23:58:06.483992] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PERF' from 'https://tdm.silogroup.org/data/derivative_storage/PERF.csv'.
[2025-10-13T23:58:06.492699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PERF'.
[2025-10-13T23:58:06.492992] [INFO ] [FORECASTER] Starting predict_future for PERF
[2025-10-13T23:58:06.517632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:06.518356] [DEBUG] [LOCAL     ] No optimal features file found for PERF: ./output/feature-sets/PERF.txt
[2025-10-13T23:58:06.518411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:06.518445] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:06.518473] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:06.518533] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:06.535357] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:06.536280] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:06.536374] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:06.536410] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:06.580242] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:06.580422] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:06.580463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:06.580493] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:06.583963] [DEBUG] [FORECASTER] PERF: Forecast T+1@11:T+2@11: UP (p=98.23%)
[2025-10-13T23:58:06.584230] [INFO ] [FORECASTER] Completed predict_future for PERF
[2025-10-13T23:58:06.584371] [INFO ] [sig       ] PERF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:06.723616] [INFO ] [LOCAL     ] Saved forecast: PERF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PERF.txt
[2025-10-13T23:58:06.723890] [INFO ] [sig       ] [1277/1810] Completed PERF in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:06.723938] [INFO ] [sig       ] [1278/1810] Forecasting PFD...
[2025-10-13T23:58:06.723969] [INFO ] [sig       ] Generating forecast for: PFD
[2025-10-13T23:58:06.724000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFD' from 'https://tdm.silogroup.org/data/derivative_storage/PFD.csv'.
[2025-10-13T23:58:06.735402] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PFD'.
[2025-10-13T23:58:06.735973] [INFO ] [FORECASTER] Starting predict_future for PFD
[2025-10-13T23:58:06.772938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:06.773803] [DEBUG] [LOCAL     ] No optimal features file found for PFD: ./output/feature-sets/PFD.txt
[2025-10-13T23:58:06.773862] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:06.773897] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:06.773925] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:06.773984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:06.796390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:06.797677] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:06.797812] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:06.797873] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:06.844425] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:06.844623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:06.844709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:06.844778] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:06.850891] [DEBUG] [FORECASTER] PFD: Forecast T+1@11:T+2@11: UP (p=74.83%)
[2025-10-13T23:58:06.851190] [INFO ] [FORECASTER] Completed predict_future for PFD
[2025-10-13T23:58:06.851341] [INFO ] [sig       ] PFD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:07.005092] [INFO ] [LOCAL     ] Saved forecast: PFD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PFD.txt
[2025-10-13T23:58:07.005377] [INFO ] [sig       ] [1278/1810] Completed PFD in 0.3s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:07.005420] [INFO ] [sig       ] [1279/1810] Forecasting PFH...
[2025-10-13T23:58:07.005452] [INFO ] [sig       ] Generating forecast for: PFH
[2025-10-13T23:58:07.005484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFH' from 'https://tdm.silogroup.org/data/derivative_storage/PFH.csv'.
[2025-10-13T23:58:07.015513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFH'.
[2025-10-13T23:58:07.015978] [INFO ] [FORECASTER] Starting predict_future for PFH
[2025-10-13T23:58:07.043371] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:07.044228] [DEBUG] [LOCAL     ] No optimal features file found for PFH: ./output/feature-sets/PFH.txt
[2025-10-13T23:58:07.044287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:07.044323] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:07.044353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:07.044410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:07.067131] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:07.068084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:07.068173] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:07.068209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:07.111143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:07.111283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:07.111322] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:07.111351] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:07.114662] [DEBUG] [FORECASTER] PFH: Forecast T+1@11:T+2@11: DOWN (p=20.24%)
[2025-10-13T23:58:07.114934] [INFO ] [FORECASTER] Completed predict_future for PFH
[2025-10-13T23:58:07.115071] [INFO ] [sig       ] PFH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:07.253102] [INFO ] [LOCAL     ] Saved forecast: PFH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PFH.txt
[2025-10-13T23:58:07.253343] [INFO ] [sig       ] [1279/1810] Completed PFH in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:07.253385] [INFO ] [sig       ] [1280/1810] Forecasting PFL...
[2025-10-13T23:58:07.253415] [INFO ] [sig       ] Generating forecast for: PFL
[2025-10-13T23:58:07.253447] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFL' from 'https://tdm.silogroup.org/data/derivative_storage/PFL.csv'.
[2025-10-13T23:58:07.262216] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFL'.
[2025-10-13T23:58:07.262481] [INFO ] [FORECASTER] Starting predict_future for PFL
[2025-10-13T23:58:07.287025] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:07.287768] [DEBUG] [LOCAL     ] No optimal features file found for PFL: ./output/feature-sets/PFL.txt
[2025-10-13T23:58:07.287824] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:07.287856] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:07.287885] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:07.287941] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:07.304579] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:07.305197] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:07.305278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:07.305313] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:07.352058] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:07.352428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:07.352494] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:07.352550] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:07.356042] [DEBUG] [FORECASTER] PFL: Forecast T+1@11:T+2@11: UP (p=54.88%)
[2025-10-13T23:58:07.356305] [INFO ] [FORECASTER] Completed predict_future for PFL
[2025-10-13T23:58:07.356441] [INFO ] [sig       ] PFL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:07.495446] [INFO ] [LOCAL     ] Saved forecast: PFL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PFL.txt
[2025-10-13T23:58:07.495733] [INFO ] [sig       ] [1280/1810] Completed PFL in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:07.495793] [INFO ] [sig       ] [1281/1810] Forecasting PFN...
[2025-10-13T23:58:07.495829] [INFO ] [sig       ] Generating forecast for: PFN
[2025-10-13T23:58:07.495862] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFN' from 'https://tdm.silogroup.org/data/derivative_storage/PFN.csv'.
[2025-10-13T23:58:07.507602] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFN'.
[2025-10-13T23:58:07.508081] [INFO ] [FORECASTER] Starting predict_future for PFN
[2025-10-13T23:58:07.534177] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:07.535083] [DEBUG] [LOCAL     ] No optimal features file found for PFN: ./output/feature-sets/PFN.txt
[2025-10-13T23:58:07.535141] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:07.535177] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:07.535207] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:07.535265] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:07.553243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:07.554002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:07.554088] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:07.554123] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:07.597545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:07.597757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:07.597812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:07.597845] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:07.601598] [DEBUG] [FORECASTER] PFN: Forecast T+1@11:T+2@11: DOWN (p=11.21%)
[2025-10-13T23:58:07.601924] [INFO ] [FORECASTER] Completed predict_future for PFN
[2025-10-13T23:58:07.602078] [INFO ] [sig       ] PFN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:07.747945] [INFO ] [LOCAL     ] Saved forecast: PFN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PFN.txt
[2025-10-13T23:58:07.748198] [INFO ] [sig       ] [1281/1810] Completed PFN in 0.3s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:07.748329] [INFO ] [sig       ] [1282/1810] Forecasting PFO...
[2025-10-13T23:58:07.748369] [INFO ] [sig       ] Generating forecast for: PFO
[2025-10-13T23:58:07.748402] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PFO' from 'https://tdm.silogroup.org/data/derivative_storage/PFO.csv'.
[2025-10-13T23:58:07.756934] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PFO'.
[2025-10-13T23:58:07.757294] [INFO ] [FORECASTER] Starting predict_future for PFO
[2025-10-13T23:58:07.782278] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:07.783132] [DEBUG] [LOCAL     ] No optimal features file found for PFO: ./output/feature-sets/PFO.txt
[2025-10-13T23:58:07.783187] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:07.783222] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:07.783251] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:07.783309] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:07.801144] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:07.801983] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:07.802068] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:07.802104] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:07.839773] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:07.839939] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:07.839980] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:07.840010] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:07.843404] [DEBUG] [FORECASTER] PFO: Forecast T+1@11:T+2@11: DOWN (p=49.27%)
[2025-10-13T23:58:07.843694] [INFO ] [FORECASTER] Completed predict_future for PFO
[2025-10-13T23:58:07.843837] [INFO ] [sig       ] PFO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:07.988847] [INFO ] [LOCAL     ] Saved forecast: PFO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PFO.txt
[2025-10-13T23:58:07.989116] [INFO ] [sig       ] [1282/1810] Completed PFO in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:07.989160] [INFO ] [sig       ] [1283/1810] Forecasting PGP...
[2025-10-13T23:58:07.989190] [INFO ] [sig       ] Generating forecast for: PGP
[2025-10-13T23:58:07.989223] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGP' from 'https://tdm.silogroup.org/data/derivative_storage/PGP.csv'.
[2025-10-13T23:58:07.997794] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGP'.
[2025-10-13T23:58:07.998058] [INFO ] [FORECASTER] Starting predict_future for PGP
[2025-10-13T23:58:08.023583] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:08.024320] [DEBUG] [LOCAL     ] No optimal features file found for PGP: ./output/feature-sets/PGP.txt
[2025-10-13T23:58:08.024376] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:08.024410] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:08.024439] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:08.024496] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:08.041663] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:08.042242] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:08.042321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:08.042355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:08.079424] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:08.079529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:08.079567] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:08.079597] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:08.082917] [DEBUG] [FORECASTER] PGP: Forecast T+1@11:T+2@11: UP (p=76.68%)
[2025-10-13T23:58:08.083185] [INFO ] [FORECASTER] Completed predict_future for PGP
[2025-10-13T23:58:08.083322] [INFO ] [sig       ] PGP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:08.222118] [INFO ] [LOCAL     ] Saved forecast: PGP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PGP.txt
[2025-10-13T23:58:08.222331] [INFO ] [sig       ] [1283/1810] Completed PGP in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:08.222373] [INFO ] [sig       ] [1284/1810] Forecasting PGRE...
[2025-10-13T23:58:08.222412] [INFO ] [sig       ] Generating forecast for: PGRE
[2025-10-13T23:58:08.222446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGRE' from 'https://tdm.silogroup.org/data/derivative_storage/PGRE.csv'.
[2025-10-13T23:58:08.231405] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGRE'.
[2025-10-13T23:58:08.231766] [INFO ] [FORECASTER] Starting predict_future for PGRE
[2025-10-13T23:58:08.256963] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:08.257693] [DEBUG] [LOCAL     ] No optimal features file found for PGRE: ./output/feature-sets/PGRE.txt
[2025-10-13T23:58:08.257749] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:08.257783] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:08.257811] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:08.257867] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:08.274725] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:08.275278] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:08.275359] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:08.275392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:08.312529] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:08.312605] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:08.312659] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:08.312715] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:08.315626] [DEBUG] [FORECASTER] PGRE: Forecast T+1@11:T+2@11: DOWN (p=26.30%)
[2025-10-13T23:58:08.315899] [INFO ] [FORECASTER] Completed predict_future for PGRE
[2025-10-13T23:58:08.316035] [INFO ] [sig       ] PGRE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:08.453787] [INFO ] [LOCAL     ] Saved forecast: PGRE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PGRE.txt
[2025-10-13T23:58:08.453984] [INFO ] [sig       ] [1284/1810] Completed PGRE in 0.2s | 4.16 sym/s | Total: 5.1m | ETA: 2.1m
[2025-10-13T23:58:08.454025] [INFO ] [sig       ] [1285/1810] Forecasting PGZ...
[2025-10-13T23:58:08.454055] [INFO ] [sig       ] Generating forecast for: PGZ
[2025-10-13T23:58:08.454087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PGZ' from 'https://tdm.silogroup.org/data/derivative_storage/PGZ.csv'.
[2025-10-13T23:58:08.462473] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PGZ'.
[2025-10-13T23:58:08.462749] [INFO ] [FORECASTER] Starting predict_future for PGZ
[2025-10-13T23:58:08.487002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:08.487719] [DEBUG] [LOCAL     ] No optimal features file found for PGZ: ./output/feature-sets/PGZ.txt
[2025-10-13T23:58:08.487773] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:08.487806] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:08.487833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:08.487889] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:08.504520] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:08.505065] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:08.505143] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:08.505177] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:08.540686] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:08.540771] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:08.540808] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:08.540837] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:08.543876] [DEBUG] [FORECASTER] PGZ: Forecast T+1@11:T+2@11: DOWN (p=6.21%)
[2025-10-13T23:58:08.544121] [INFO ] [FORECASTER] Completed predict_future for PGZ
[2025-10-13T23:58:08.544247] [INFO ] [sig       ] PGZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:08.681755] [INFO ] [LOCAL     ] Saved forecast: PGZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PGZ.txt
[2025-10-13T23:58:08.681936] [INFO ] [sig       ] [1285/1810] Completed PGZ in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:08.681977] [INFO ] [sig       ] [1286/1810] Forecasting PHI...
[2025-10-13T23:58:08.682007] [INFO ] [sig       ] Generating forecast for: PHI
[2025-10-13T23:58:08.682038] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PHI' from 'https://tdm.silogroup.org/data/derivative_storage/PHI.csv'.
[2025-10-13T23:58:08.691371] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PHI'.
[2025-10-13T23:58:08.691760] [INFO ] [FORECASTER] Starting predict_future for PHI
[2025-10-13T23:58:08.717273] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:08.718060] [DEBUG] [LOCAL     ] No optimal features file found for PHI: ./output/feature-sets/PHI.txt
[2025-10-13T23:58:08.718115] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:08.718150] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:08.718179] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:08.718236] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:08.735965] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:08.736708] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:08.736796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:08.736832] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:08.773579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:08.773742] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:08.773792] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:08.773824] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:08.777253] [DEBUG] [FORECASTER] PHI: Forecast T+1@11:T+2@11: UP (p=60.56%)
[2025-10-13T23:58:08.777556] [INFO ] [FORECASTER] Completed predict_future for PHI
[2025-10-13T23:58:08.777737] [INFO ] [sig       ] PHI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:08.918259] [INFO ] [LOCAL     ] Saved forecast: PHI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PHI.txt
[2025-10-13T23:58:08.918502] [INFO ] [sig       ] [1286/1810] Completed PHI in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:08.918548] [INFO ] [sig       ] [1287/1810] Forecasting PHK...
[2025-10-13T23:58:08.918578] [INFO ] [sig       ] Generating forecast for: PHK
[2025-10-13T23:58:08.918611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PHK' from 'https://tdm.silogroup.org/data/derivative_storage/PHK.csv'.
[2025-10-13T23:58:08.928697] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PHK'.
[2025-10-13T23:58:08.928985] [INFO ] [FORECASTER] Starting predict_future for PHK
[2025-10-13T23:58:08.954551] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:08.955272] [DEBUG] [LOCAL     ] No optimal features file found for PHK: ./output/feature-sets/PHK.txt
[2025-10-13T23:58:08.955327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:08.955362] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:08.955391] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:08.955450] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:08.973344] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:08.973975] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:08.974064] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:08.974098] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:09.018730] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:09.018945] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:09.019006] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:09.019048] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:09.023964] [DEBUG] [FORECASTER] PHK: Forecast T+1@11:T+2@11: DOWN (p=28.63%)
[2025-10-13T23:58:09.024325] [INFO ] [FORECASTER] Completed predict_future for PHK
[2025-10-13T23:58:09.024511] [INFO ] [sig       ] PHK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:09.175368] [INFO ] [LOCAL     ] Saved forecast: PHK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PHK.txt
[2025-10-13T23:58:09.175581] [INFO ] [sig       ] [1287/1810] Completed PHK in 0.3s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:09.175622] [INFO ] [sig       ] [1288/1810] Forecasting PIM...
[2025-10-13T23:58:09.175691] [INFO ] [sig       ] Generating forecast for: PIM
[2025-10-13T23:58:09.175740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PIM' from 'https://tdm.silogroup.org/data/derivative_storage/PIM.csv'.
[2025-10-13T23:58:09.185122] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PIM'.
[2025-10-13T23:58:09.185463] [INFO ] [FORECASTER] Starting predict_future for PIM
[2025-10-13T23:58:09.214713] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:09.215483] [DEBUG] [LOCAL     ] No optimal features file found for PIM: ./output/feature-sets/PIM.txt
[2025-10-13T23:58:09.215544] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:09.215578] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:09.215606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:09.215739] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:09.234357] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:09.234991] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:09.235073] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:09.235108] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:09.274465] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:09.274591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:09.274673] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:09.274728] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:09.278998] [DEBUG] [FORECASTER] PIM: Forecast T+1@11:T+2@11: DOWN (p=12.68%)
[2025-10-13T23:58:09.279289] [INFO ] [FORECASTER] Completed predict_future for PIM
[2025-10-13T23:58:09.279444] [INFO ] [sig       ] PIM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:09.428154] [INFO ] [LOCAL     ] Saved forecast: PIM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PIM.txt
[2025-10-13T23:58:09.428377] [INFO ] [sig       ] [1288/1810] Completed PIM in 0.3s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:09.428419] [INFO ] [sig       ] [1289/1810] Forecasting PINE...
[2025-10-13T23:58:09.428451] [INFO ] [sig       ] Generating forecast for: PINE
[2025-10-13T23:58:09.428483] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PINE' from 'https://tdm.silogroup.org/data/derivative_storage/PINE.csv'.
[2025-10-13T23:58:09.437793] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PINE'.
[2025-10-13T23:58:09.438135] [INFO ] [FORECASTER] Starting predict_future for PINE
[2025-10-13T23:58:09.462629] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:09.463334] [DEBUG] [LOCAL     ] No optimal features file found for PINE: ./output/feature-sets/PINE.txt
[2025-10-13T23:58:09.463388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:09.463421] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:09.463449] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:09.463516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:09.481013] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:09.481531] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:09.481614] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:09.481675] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:09.513909] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:09.513998] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:09.514035] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:09.514064] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:09.517053] [DEBUG] [FORECASTER] PINE: Forecast T+1@11:T+2@11: DOWN (p=7.15%)
[2025-10-13T23:58:09.517303] [INFO ] [FORECASTER] Completed predict_future for PINE
[2025-10-13T23:58:09.517428] [INFO ] [sig       ] PINE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:09.660060] [INFO ] [LOCAL     ] Saved forecast: PINE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PINE.txt
[2025-10-13T23:58:09.660284] [INFO ] [sig       ] [1289/1810] Completed PINE in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:09.660327] [INFO ] [sig       ] [1290/1810] Forecasting PKE...
[2025-10-13T23:58:09.660357] [INFO ] [sig       ] Generating forecast for: PKE
[2025-10-13T23:58:09.660398] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PKE' from 'https://tdm.silogroup.org/data/derivative_storage/PKE.csv'.
[2025-10-13T23:58:09.669757] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PKE'.
[2025-10-13T23:58:09.670017] [INFO ] [FORECASTER] Starting predict_future for PKE
[2025-10-13T23:58:09.694730] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:09.695429] [DEBUG] [LOCAL     ] No optimal features file found for PKE: ./output/feature-sets/PKE.txt
[2025-10-13T23:58:09.695482] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:09.695516] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:09.695544] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:09.695600] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:09.712473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:09.713058] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:09.713137] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:09.713171] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:09.745033] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:09.745130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:09.745167] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:09.745196] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:09.748273] [DEBUG] [FORECASTER] PKE: Forecast T+1@11:T+2@11: UP (p=90.81%)
[2025-10-13T23:58:09.748524] [INFO ] [FORECASTER] Completed predict_future for PKE
[2025-10-13T23:58:09.748683] [INFO ] [sig       ] PKE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:09.887237] [INFO ] [LOCAL     ] Saved forecast: PKE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PKE.txt
[2025-10-13T23:58:09.887447] [INFO ] [sig       ] [1290/1810] Completed PKE in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:09.887521] [INFO ] [sig       ] [1291/1810] Forecasting PML...
[2025-10-13T23:58:09.887576] [INFO ] [sig       ] Generating forecast for: PML
[2025-10-13T23:58:09.887612] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PML' from 'https://tdm.silogroup.org/data/derivative_storage/PML.csv'.
[2025-10-13T23:58:09.896436] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PML'.
[2025-10-13T23:58:09.896725] [INFO ] [FORECASTER] Starting predict_future for PML
[2025-10-13T23:58:09.921023] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:09.921729] [DEBUG] [LOCAL     ] No optimal features file found for PML: ./output/feature-sets/PML.txt
[2025-10-13T23:58:09.921784] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:09.921817] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:09.921846] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:09.921902] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:09.939031] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:09.939550] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:09.939633] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:09.939704] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:09.972630] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:09.972753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:09.973203] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:09.973243] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:09.981263] [DEBUG] [FORECASTER] PML: Forecast T+1@11:T+2@11: DOWN (p=14.25%)
[2025-10-13T23:58:09.981573] [INFO ] [FORECASTER] Completed predict_future for PML
[2025-10-13T23:58:09.981748] [INFO ] [sig       ] PML: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:10.120401] [INFO ] [LOCAL     ] Saved forecast: PML	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PML.txt
[2025-10-13T23:58:10.120615] [INFO ] [sig       ] [1291/1810] Completed PML in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:10.120697] [INFO ] [sig       ] [1292/1810] Forecasting PMM...
[2025-10-13T23:58:10.120763] [INFO ] [sig       ] Generating forecast for: PMM
[2025-10-13T23:58:10.120798] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PMM' from 'https://tdm.silogroup.org/data/derivative_storage/PMM.csv'.
[2025-10-13T23:58:10.129798] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PMM'.
[2025-10-13T23:58:10.130137] [INFO ] [FORECASTER] Starting predict_future for PMM
[2025-10-13T23:58:10.154593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:10.155293] [DEBUG] [LOCAL     ] No optimal features file found for PMM: ./output/feature-sets/PMM.txt
[2025-10-13T23:58:10.155348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:10.155382] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:10.155409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:10.155466] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:10.172321] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:10.172903] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:10.172986] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:10.173020] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:10.206442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:10.206628] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:10.206711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:10.206753] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:10.210358] [DEBUG] [FORECASTER] PMM: Forecast T+1@11:T+2@11: DOWN (p=13.02%)
[2025-10-13T23:58:10.210685] [INFO ] [FORECASTER] Completed predict_future for PMM
[2025-10-13T23:58:10.210842] [INFO ] [sig       ] PMM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:10.358476] [INFO ] [LOCAL     ] Saved forecast: PMM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PMM.txt
[2025-10-13T23:58:10.358864] [INFO ] [sig       ] [1292/1810] Completed PMM in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:10.358939] [INFO ] [sig       ] [1293/1810] Forecasting PMO...
[2025-10-13T23:58:10.358985] [INFO ] [sig       ] Generating forecast for: PMO
[2025-10-13T23:58:10.359042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PMO' from 'https://tdm.silogroup.org/data/derivative_storage/PMO.csv'.
[2025-10-13T23:58:10.371031] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PMO'.
[2025-10-13T23:58:10.371445] [INFO ] [FORECASTER] Starting predict_future for PMO
[2025-10-13T23:58:10.397780] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:10.398587] [DEBUG] [LOCAL     ] No optimal features file found for PMO: ./output/feature-sets/PMO.txt
[2025-10-13T23:58:10.398671] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:10.398734] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:10.398789] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:10.398863] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:10.416610] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:10.417345] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:10.417453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:10.417534] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:10.452910] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:10.453012] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:10.453049] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:10.453078] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:10.456203] [DEBUG] [FORECASTER] PMO: Forecast T+1@11:T+2@11: DOWN (p=6.34%)
[2025-10-13T23:58:10.456459] [INFO ] [FORECASTER] Completed predict_future for PMO
[2025-10-13T23:58:10.456589] [INFO ] [sig       ] PMO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:10.599008] [INFO ] [LOCAL     ] Saved forecast: PMO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PMO.txt
[2025-10-13T23:58:10.599234] [INFO ] [sig       ] [1293/1810] Completed PMO in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:10.599276] [INFO ] [sig       ] [1294/1810] Forecasting PNI...
[2025-10-13T23:58:10.599306] [INFO ] [sig       ] Generating forecast for: PNI
[2025-10-13T23:58:10.599338] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PNI' from 'https://tdm.silogroup.org/data/derivative_storage/PNI.csv'.
[2025-10-13T23:58:10.607891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PNI'.
[2025-10-13T23:58:10.608201] [INFO ] [FORECASTER] Starting predict_future for PNI
[2025-10-13T23:58:10.633022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:10.633761] [DEBUG] [LOCAL     ] No optimal features file found for PNI: ./output/feature-sets/PNI.txt
[2025-10-13T23:58:10.633816] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:10.633850] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:10.633879] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:10.633936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:10.651242] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:10.651917] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:10.652018] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:10.652053] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:10.685974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:10.686073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:10.686146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:10.686195] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:10.689454] [DEBUG] [FORECASTER] PNI: Forecast T+1@11:T+2@11: UP (p=56.65%)
[2025-10-13T23:58:10.689774] [INFO ] [FORECASTER] Completed predict_future for PNI
[2025-10-13T23:58:10.689912] [INFO ] [sig       ] PNI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:10.833697] [INFO ] [LOCAL     ] Saved forecast: PNI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PNI.txt
[2025-10-13T23:58:10.833992] [INFO ] [sig       ] [1294/1810] Completed PNI in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:10.834040] [INFO ] [sig       ] [1295/1810] Forecasting PNNT...
[2025-10-13T23:58:10.834072] [INFO ] [sig       ] Generating forecast for: PNNT
[2025-10-13T23:58:10.834104] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PNNT' from 'https://tdm.silogroup.org/data/derivative_storage/PNNT.csv'.
[2025-10-13T23:58:10.843185] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PNNT'.
[2025-10-13T23:58:10.843615] [INFO ] [FORECASTER] Starting predict_future for PNNT
[2025-10-13T23:58:10.868506] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:10.869319] [DEBUG] [LOCAL     ] No optimal features file found for PNNT: ./output/feature-sets/PNNT.txt
[2025-10-13T23:58:10.869374] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:10.869408] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:10.869436] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:10.869492] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:10.887382] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:10.888286] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:10.888372] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:10.888408] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:10.921494] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:10.921579] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:10.921616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:10.921672] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:10.924691] [DEBUG] [FORECASTER] PNNT: Forecast T+1@11:T+2@11: DOWN (p=43.52%)
[2025-10-13T23:58:10.924988] [INFO ] [FORECASTER] Completed predict_future for PNNT
[2025-10-13T23:58:10.925122] [INFO ] [sig       ] PNNT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:11.067820] [INFO ] [LOCAL     ] Saved forecast: PNNT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PNNT.txt
[2025-10-13T23:58:11.068023] [INFO ] [sig       ] [1295/1810] Completed PNNT in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:11.068064] [INFO ] [sig       ] [1296/1810] Forecasting PPT...
[2025-10-13T23:58:11.068095] [INFO ] [sig       ] Generating forecast for: PPT
[2025-10-13T23:58:11.068127] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PPT' from 'https://tdm.silogroup.org/data/derivative_storage/PPT.csv'.
[2025-10-13T23:58:11.076704] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PPT'.
[2025-10-13T23:58:11.076986] [INFO ] [FORECASTER] Starting predict_future for PPT
[2025-10-13T23:58:11.102107] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:11.102830] [DEBUG] [LOCAL     ] No optimal features file found for PPT: ./output/feature-sets/PPT.txt
[2025-10-13T23:58:11.102903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:11.102938] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:11.102967] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:11.103024] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:11.120701] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:11.121238] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:11.121318] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:11.121351] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:11.155356] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:11.155441] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:11.155478] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:11.155508] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:11.158780] [DEBUG] [FORECASTER] PPT: Forecast T+1@11:T+2@11: UP (p=94.93%)
[2025-10-13T23:58:11.159046] [INFO ] [FORECASTER] Completed predict_future for PPT
[2025-10-13T23:58:11.159178] [INFO ] [sig       ] PPT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:11.308137] [INFO ] [LOCAL     ] Saved forecast: PPT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PPT.txt
[2025-10-13T23:58:11.308399] [INFO ] [sig       ] [1296/1810] Completed PPT in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:11.308459] [INFO ] [sig       ] [1297/1810] Forecasting PRCS...
[2025-10-13T23:58:11.308493] [INFO ] [sig       ] Generating forecast for: PRCS
[2025-10-13T23:58:11.308526] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRCS' from 'https://tdm.silogroup.org/data/derivative_storage/PRCS.csv'.
[2025-10-13T23:58:11.318734] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'PRCS'.
[2025-10-13T23:58:11.319035] [INFO ] [FORECASTER] Starting predict_future for PRCS
[2025-10-13T23:58:11.345017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:11.345793] [DEBUG] [LOCAL     ] No optimal features file found for PRCS: ./output/feature-sets/PRCS.txt
[2025-10-13T23:58:11.345849] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:11.345883] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:11.345913] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:11.345971] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:11.363834] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:11.364785] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:11.364872] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:11.364906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:11.402507] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:11.402667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:11.402731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:11.402764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:11.406080] [DEBUG] [FORECASTER] PRCS: Forecast T+1@11:T+2@11: UP (p=73.62%)
[2025-10-13T23:58:11.406354] [INFO ] [FORECASTER] Completed predict_future for PRCS
[2025-10-13T23:58:11.406490] [INFO ] [sig       ] PRCS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:11.547085] [INFO ] [LOCAL     ] Saved forecast: PRCS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PRCS.txt
[2025-10-13T23:58:11.547340] [INFO ] [sig       ] [1297/1810] Completed PRCS in 0.2s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:11.547382] [INFO ] [sig       ] [1298/1810] Forecasting PRH...
[2025-10-13T23:58:11.547413] [INFO ] [sig       ] Generating forecast for: PRH
[2025-10-13T23:58:11.547487] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRH' from 'https://tdm.silogroup.org/data/derivative_storage/PRH.csv'.
[2025-10-13T23:58:11.556607] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PRH'.
[2025-10-13T23:58:11.556934] [INFO ] [FORECASTER] Starting predict_future for PRH
[2025-10-13T23:58:11.582630] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:11.583464] [DEBUG] [LOCAL     ] No optimal features file found for PRH: ./output/feature-sets/PRH.txt
[2025-10-13T23:58:11.583522] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:11.583556] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:11.583585] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:11.583664] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:11.600562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:11.601187] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:11.601276] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:11.601311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:11.636004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:11.636154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:11.636195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:11.636225] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:11.639671] [DEBUG] [FORECASTER] PRH: Forecast T+1@11:T+2@11: DOWN (p=17.39%)
[2025-10-13T23:58:11.639948] [INFO ] [FORECASTER] Completed predict_future for PRH
[2025-10-13T23:58:11.640087] [INFO ] [sig       ] PRH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:11.798283] [INFO ] [LOCAL     ] Saved forecast: PRH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PRH.txt
[2025-10-13T23:58:11.798539] [INFO ] [sig       ] [1298/1810] Completed PRH in 0.3s | 4.16 sym/s | Total: 5.2m | ETA: 2.1m
[2025-10-13T23:58:11.798584] [INFO ] [sig       ] [1299/1810] Forecasting PRT...
[2025-10-13T23:58:11.798616] [INFO ] [sig       ] Generating forecast for: PRT
[2025-10-13T23:58:11.798678] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PRT' from 'https://tdm.silogroup.org/data/derivative_storage/PRT.csv'.
[2025-10-13T23:58:11.808044] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PRT'.
[2025-10-13T23:58:11.808322] [INFO ] [FORECASTER] Starting predict_future for PRT
[2025-10-13T23:58:11.840301] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:11.841246] [DEBUG] [LOCAL     ] No optimal features file found for PRT: ./output/feature-sets/PRT.txt
[2025-10-13T23:58:11.841303] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:11.841339] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:11.841368] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:11.841426] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:11.860344] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:11.861074] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:11.861159] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:11.861193] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:11.899231] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:11.899410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:11.899455] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:11.899487] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:11.903198] [DEBUG] [FORECASTER] PRT: Forecast T+1@11:T+2@11: UP (p=73.74%)
[2025-10-13T23:58:11.903632] [INFO ] [FORECASTER] Completed predict_future for PRT
[2025-10-13T23:58:11.903854] [INFO ] [sig       ] PRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:12.078373] [INFO ] [LOCAL     ] Saved forecast: PRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PRT.txt
[2025-10-13T23:58:12.078728] [INFO ] [sig       ] [1299/1810] Completed PRT in 0.3s | 4.16 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:12.078791] [INFO ] [sig       ] [1300/1810] Forecasting PSBD...
[2025-10-13T23:58:12.078826] [INFO ] [sig       ] Generating forecast for: PSBD
[2025-10-13T23:58:12.078860] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSBD' from 'https://tdm.silogroup.org/data/derivative_storage/PSBD.csv'.
[2025-10-13T23:58:12.090368] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PSBD'.
[2025-10-13T23:58:12.090855] [INFO ] [FORECASTER] Starting predict_future for PSBD
[2025-10-13T23:58:12.128605] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:12.129777] [DEBUG] [LOCAL     ] No optimal features file found for PSBD: ./output/feature-sets/PSBD.txt
[2025-10-13T23:58:12.129852] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:12.129900] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:12.129941] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:12.130022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:12.151043] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:12.151999] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:12.152130] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:12.152186] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:12.197666] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:12.197882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:12.197954] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:12.198007] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:12.203751] [DEBUG] [FORECASTER] PSBD: Forecast T+1@11:T+2@11: UP (p=90.37%)
[2025-10-13T23:58:12.204266] [INFO ] [FORECASTER] Completed predict_future for PSBD
[2025-10-13T23:58:12.204469] [INFO ] [sig       ] PSBD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:12.403056] [INFO ] [LOCAL     ] Saved forecast: PSBD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PSBD.txt
[2025-10-13T23:58:12.403421] [INFO ] [sig       ] [1300/1810] Completed PSBD in 0.3s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:12.403492] [INFO ] [sig       ] [1301/1810] Forecasting PSF...
[2025-10-13T23:58:12.403537] [INFO ] [sig       ] Generating forecast for: PSF
[2025-10-13T23:58:12.403578] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSF' from 'https://tdm.silogroup.org/data/derivative_storage/PSF.csv'.
[2025-10-13T23:58:12.414247] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PSF'.
[2025-10-13T23:58:12.414763] [INFO ] [FORECASTER] Starting predict_future for PSF
[2025-10-13T23:58:12.442017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:12.442911] [DEBUG] [LOCAL     ] No optimal features file found for PSF: ./output/feature-sets/PSF.txt
[2025-10-13T23:58:12.442971] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:12.443007] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:12.443092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:12.443162] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:12.462363] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:12.463492] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:12.463670] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:12.463743] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:12.510852] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:12.511071] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:12.511135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:12.511179] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:12.516394] [DEBUG] [FORECASTER] PSF: Forecast T+1@11:T+2@11: DOWN (p=26.29%)
[2025-10-13T23:58:12.516931] [INFO ] [FORECASTER] Completed predict_future for PSF
[2025-10-13T23:58:12.517127] [INFO ] [sig       ] PSF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:12.736044] [INFO ] [LOCAL     ] Saved forecast: PSF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PSF.txt
[2025-10-13T23:58:12.736329] [INFO ] [sig       ] [1301/1810] Completed PSF in 0.3s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:12.736401] [INFO ] [sig       ] [1302/1810] Forecasting PSQH...
[2025-10-13T23:58:12.736462] [INFO ] [sig       ] Generating forecast for: PSQH
[2025-10-13T23:58:12.736539] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PSQH' from 'https://tdm.silogroup.org/data/derivative_storage/PSQH.csv'.
[2025-10-13T23:58:12.748744] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PSQH'.
[2025-10-13T23:58:12.749271] [INFO ] [FORECASTER] Starting predict_future for PSQH
[2025-10-13T23:58:12.787550] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:12.788699] [DEBUG] [LOCAL     ] No optimal features file found for PSQH: ./output/feature-sets/PSQH.txt
[2025-10-13T23:58:12.788771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:12.788821] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:12.788864] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:12.788949] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:12.816792] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:12.818012] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:12.818126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:12.818185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:12.861855] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:12.862056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:12.862124] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:12.862177] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:12.868295] [DEBUG] [FORECASTER] PSQH: Forecast T+1@11:T+2@11: DOWN (p=25.42%)
[2025-10-13T23:58:12.868765] [INFO ] [FORECASTER] Completed predict_future for PSQH
[2025-10-13T23:58:12.868975] [INFO ] [sig       ] PSQH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:13.019316] [INFO ] [LOCAL     ] Saved forecast: PSQH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/PSQH.txt
[2025-10-13T23:58:13.019588] [INFO ] [sig       ] [1302/1810] Completed PSQH in 0.3s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:13.019671] [INFO ] [sig       ] [1303/1810] Forecasting PVL...
[2025-10-13T23:58:13.019724] [INFO ] [sig       ] Generating forecast for: PVL
[2025-10-13T23:58:13.019761] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'PVL' from 'https://tdm.silogroup.org/data/derivative_storage/PVL.csv'.
[2025-10-13T23:58:13.029219] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'PVL'.
[2025-10-13T23:58:13.029621] [INFO ] [FORECASTER] Starting predict_future for PVL
[2025-10-13T23:58:13.058435] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:13.059254] [DEBUG] [LOCAL     ] No optimal features file found for PVL: ./output/feature-sets/PVL.txt
[2025-10-13T23:58:13.059329] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:13.059366] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:13.059397] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:13.059455] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:13.077617] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:13.078513] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:13.078609] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:13.078671] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:13.114962] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:13.115130] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:13.115174] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:13.115206] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:13.118833] [DEBUG] [FORECASTER] PVL: Forecast T+1@11:T+2@11: UP (p=70.88%)
[2025-10-13T23:58:13.119128] [INFO ] [FORECASTER] Completed predict_future for PVL
[2025-10-13T23:58:13.119261] [INFO ] [sig       ] PVL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:13.264069] [INFO ] [LOCAL     ] Saved forecast: PVL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/PVL.txt
[2025-10-13T23:58:13.264340] [INFO ] [sig       ] [1303/1810] Completed PVL in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:13.264407] [INFO ] [sig       ] [1304/1810] Forecasting QD...
[2025-10-13T23:58:13.264449] [INFO ] [sig       ] Generating forecast for: QD
[2025-10-13T23:58:13.264483] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QD' from 'https://tdm.silogroup.org/data/derivative_storage/QD.csv'.
[2025-10-13T23:58:13.272916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QD'.
[2025-10-13T23:58:13.273239] [INFO ] [FORECASTER] Starting predict_future for QD
[2025-10-13T23:58:13.300024] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:13.300822] [DEBUG] [LOCAL     ] No optimal features file found for QD: ./output/feature-sets/QD.txt
[2025-10-13T23:58:13.300878] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:13.300913] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:13.300942] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:13.300999] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:13.320368] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:13.321059] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:13.321142] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:13.321178] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:13.355316] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:13.355830] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:13.355884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:13.355917] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:13.359231] [DEBUG] [FORECASTER] QD: Forecast T+1@11:T+2@11: UP (p=98.62%)
[2025-10-13T23:58:13.359502] [INFO ] [FORECASTER] Completed predict_future for QD
[2025-10-13T23:58:13.359634] [INFO ] [sig       ] QD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:13.500712] [INFO ] [LOCAL     ] Saved forecast: QD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/QD.txt
[2025-10-13T23:58:13.500944] [INFO ] [sig       ] [1304/1810] Completed QD in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:13.500987] [INFO ] [sig       ] [1305/1810] Forecasting QUAD...
[2025-10-13T23:58:13.501017] [INFO ] [sig       ] Generating forecast for: QUAD
[2025-10-13T23:58:13.501059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QUAD' from 'https://tdm.silogroup.org/data/derivative_storage/QUAD.csv'.
[2025-10-13T23:58:13.510675] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QUAD'.
[2025-10-13T23:58:13.511037] [INFO ] [FORECASTER] Starting predict_future for QUAD
[2025-10-13T23:58:13.537372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:13.538191] [DEBUG] [LOCAL     ] No optimal features file found for QUAD: ./output/feature-sets/QUAD.txt
[2025-10-13T23:58:13.538248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:13.538284] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:13.538313] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:13.538370] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:13.556483] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:13.557084] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:13.557167] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:13.557202] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:13.596118] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:13.596251] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:13.596293] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:13.596323] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:13.599912] [DEBUG] [FORECASTER] QUAD: Forecast T+1@11:T+2@11: DOWN (p=0.28%)
[2025-10-13T23:58:13.600181] [INFO ] [FORECASTER] Completed predict_future for QUAD
[2025-10-13T23:58:13.600325] [INFO ] [sig       ] QUAD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:13.745863] [INFO ] [LOCAL     ] Saved forecast: QUAD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/QUAD.txt
[2025-10-13T23:58:13.746105] [INFO ] [sig       ] [1305/1810] Completed QUAD in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:13.746147] [INFO ] [sig       ] [1306/1810] Forecasting QVCD...
[2025-10-13T23:58:13.746179] [INFO ] [sig       ] Generating forecast for: QVCD
[2025-10-13T23:58:13.746211] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'QVCD' from 'https://tdm.silogroup.org/data/derivative_storage/QVCD.csv'.
[2025-10-13T23:58:13.754907] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'QVCD'.
[2025-10-13T23:58:13.755239] [INFO ] [FORECASTER] Starting predict_future for QVCD
[2025-10-13T23:58:13.780696] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:13.781458] [DEBUG] [LOCAL     ] No optimal features file found for QVCD: ./output/feature-sets/QVCD.txt
[2025-10-13T23:58:13.781515] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:13.781549] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:13.781578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:13.781636] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:13.801615] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:13.802273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:13.802356] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:13.802392] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:13.838319] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:13.838494] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:13.838539] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:13.838572] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:13.842170] [DEBUG] [FORECASTER] QVCD: Forecast T+1@11:T+2@11: UP (p=97.23%)
[2025-10-13T23:58:13.842472] [INFO ] [FORECASTER] Completed predict_future for QVCD
[2025-10-13T23:58:13.842609] [INFO ] [sig       ] QVCD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:13.991534] [INFO ] [LOCAL     ] Saved forecast: QVCD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/QVCD.txt
[2025-10-13T23:58:13.991768] [INFO ] [sig       ] [1306/1810] Completed QVCD in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:13.991827] [INFO ] [sig       ] [1307/1810] Forecasting RBOT...
[2025-10-13T23:58:13.991861] [INFO ] [sig       ] Generating forecast for: RBOT
[2025-10-13T23:58:13.991894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RBOT' from 'https://tdm.silogroup.org/data/derivative_storage/RBOT.csv'.
[2025-10-13T23:58:14.000147] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RBOT'.
[2025-10-13T23:58:14.000415] [INFO ] [FORECASTER] Starting predict_future for RBOT
[2025-10-13T23:58:14.025345] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:14.026088] [DEBUG] [LOCAL     ] No optimal features file found for RBOT: ./output/feature-sets/RBOT.txt
[2025-10-13T23:58:14.026144] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:14.026180] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:14.026211] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:14.026271] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:14.045102] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:14.045804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:14.045887] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:14.045923] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:14.082964] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:14.083135] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:14.083176] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:14.083208] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:14.087010] [DEBUG] [FORECASTER] RBOT: Forecast T+1@11:T+2@11: UP (p=82.80%)
[2025-10-13T23:58:14.087332] [INFO ] [FORECASTER] Completed predict_future for RBOT
[2025-10-13T23:58:14.087539] [INFO ] [sig       ] RBOT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:14.231507] [INFO ] [LOCAL     ] Saved forecast: RBOT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RBOT.txt
[2025-10-13T23:58:14.231758] [INFO ] [sig       ] [1307/1810] Completed RBOT in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:14.231820] [INFO ] [sig       ] [1308/1810] Forecasting RC...
[2025-10-13T23:58:14.231854] [INFO ] [sig       ] Generating forecast for: RC
[2025-10-13T23:58:14.231886] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RC' from 'https://tdm.silogroup.org/data/derivative_storage/RC.csv'.
[2025-10-13T23:58:14.240300] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RC'.
[2025-10-13T23:58:14.240584] [INFO ] [FORECASTER] Starting predict_future for RC
[2025-10-13T23:58:14.265904] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:14.266739] [DEBUG] [LOCAL     ] No optimal features file found for RC: ./output/feature-sets/RC.txt
[2025-10-13T23:58:14.266799] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:14.266835] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:14.266867] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:14.266925] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:14.284421] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:14.285017] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:14.285093] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:14.285145] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:14.321897] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:14.321988] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:14.322026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:14.322056] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:14.325170] [DEBUG] [FORECASTER] RC: Forecast T+1@11:T+2@11: DOWN (p=5.67%)
[2025-10-13T23:58:14.325417] [INFO ] [FORECASTER] Completed predict_future for RC
[2025-10-13T23:58:14.325539] [INFO ] [sig       ] RC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:14.468141] [INFO ] [LOCAL     ] Saved forecast: RC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RC.txt
[2025-10-13T23:58:14.468432] [INFO ] [sig       ] [1308/1810] Completed RC in 0.2s | 4.15 sym/s | Total: 5.2m | ETA: 2.0m
[2025-10-13T23:58:14.468478] [INFO ] [sig       ] [1309/1810] Forecasting RCS...
[2025-10-13T23:58:14.468510] [INFO ] [sig       ] Generating forecast for: RCS
[2025-10-13T23:58:14.468544] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RCS' from 'https://tdm.silogroup.org/data/derivative_storage/RCS.csv'.
[2025-10-13T23:58:14.477262] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RCS'.
[2025-10-13T23:58:14.477962] [INFO ] [FORECASTER] Starting predict_future for RCS
[2025-10-13T23:58:14.503895] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:14.504625] [DEBUG] [LOCAL     ] No optimal features file found for RCS: ./output/feature-sets/RCS.txt
[2025-10-13T23:58:14.504708] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:14.504750] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:14.504779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:14.504837] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:14.521634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:14.522191] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:14.522271] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:14.522304] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:14.556146] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:14.556220] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:14.556255] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:14.556285] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:14.559270] [DEBUG] [FORECASTER] RCS: Forecast T+1@11:T+2@11: DOWN (p=12.67%)
[2025-10-13T23:58:14.559519] [INFO ] [FORECASTER] Completed predict_future for RCS
[2025-10-13T23:58:14.559694] [INFO ] [sig       ] RCS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:14.698413] [INFO ] [LOCAL     ] Saved forecast: RCS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RCS.txt
[2025-10-13T23:58:14.698697] [INFO ] [sig       ] [1309/1810] Completed RCS in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:14.698759] [INFO ] [sig       ] [1310/1810] Forecasting RERE...
[2025-10-13T23:58:14.698792] [INFO ] [sig       ] Generating forecast for: RERE
[2025-10-13T23:58:14.698824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RERE' from 'https://tdm.silogroup.org/data/derivative_storage/RERE.csv'.
[2025-10-13T23:58:14.707528] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RERE'.
[2025-10-13T23:58:14.707935] [INFO ] [FORECASTER] Starting predict_future for RERE
[2025-10-13T23:58:14.733212] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:14.734021] [DEBUG] [LOCAL     ] No optimal features file found for RERE: ./output/feature-sets/RERE.txt
[2025-10-13T23:58:14.734105] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:14.734140] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:14.734169] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:14.734227] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:14.751262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:14.751948] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:14.752031] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:14.752065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:14.787590] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:14.787789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:14.787841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:14.787872] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:14.791282] [DEBUG] [FORECASTER] RERE: Forecast T+1@11:T+2@11: UP (p=85.99%)
[2025-10-13T23:58:14.791547] [INFO ] [FORECASTER] Completed predict_future for RERE
[2025-10-13T23:58:14.791705] [INFO ] [sig       ] RERE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:14.931893] [INFO ] [LOCAL     ] Saved forecast: RERE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RERE.txt
[2025-10-13T23:58:14.932145] [INFO ] [sig       ] [1310/1810] Completed RERE in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:14.932187] [INFO ] [sig       ] [1311/1810] Forecasting RES...
[2025-10-13T23:58:14.932218] [INFO ] [sig       ] Generating forecast for: RES
[2025-10-13T23:58:14.932309] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RES' from 'https://tdm.silogroup.org/data/derivative_storage/RES.csv'.
[2025-10-13T23:58:14.940923] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RES'.
[2025-10-13T23:58:14.941220] [INFO ] [FORECASTER] Starting predict_future for RES
[2025-10-13T23:58:14.970478] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:14.971281] [DEBUG] [LOCAL     ] No optimal features file found for RES: ./output/feature-sets/RES.txt
[2025-10-13T23:58:14.971336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:14.971370] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:14.971398] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:14.971456] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:14.989055] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:14.989838] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:14.989922] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:14.989956] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:15.024716] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:15.024904] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:15.024967] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:15.025003] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:15.028487] [DEBUG] [FORECASTER] RES: Forecast T+1@11:T+2@11: UP (p=84.34%)
[2025-10-13T23:58:15.028823] [INFO ] [FORECASTER] Completed predict_future for RES
[2025-10-13T23:58:15.028965] [INFO ] [sig       ] RES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:15.170777] [INFO ] [LOCAL     ] Saved forecast: RES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RES.txt
[2025-10-13T23:58:15.171047] [INFO ] [sig       ] [1311/1810] Completed RES in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:15.171107] [INFO ] [sig       ] [1312/1810] Forecasting RFI...
[2025-10-13T23:58:15.171142] [INFO ] [sig       ] Generating forecast for: RFI
[2025-10-13T23:58:15.171184] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFI' from 'https://tdm.silogroup.org/data/derivative_storage/RFI.csv'.
[2025-10-13T23:58:15.181139] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFI'.
[2025-10-13T23:58:15.181485] [INFO ] [FORECASTER] Starting predict_future for RFI
[2025-10-13T23:58:15.207190] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:15.207972] [DEBUG] [LOCAL     ] No optimal features file found for RFI: ./output/feature-sets/RFI.txt
[2025-10-13T23:58:15.208029] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:15.208064] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:15.208093] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:15.208152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:15.225661] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:15.226260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:15.226341] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:15.226376] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:15.265372] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:15.265519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:15.265561] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:15.265593] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:15.269439] [DEBUG] [FORECASTER] RFI: Forecast T+1@11:T+2@11: UP (p=89.22%)
[2025-10-13T23:58:15.269814] [INFO ] [FORECASTER] Completed predict_future for RFI
[2025-10-13T23:58:15.269960] [INFO ] [sig       ] RFI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:15.414195] [INFO ] [LOCAL     ] Saved forecast: RFI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RFI.txt
[2025-10-13T23:58:15.414413] [INFO ] [sig       ] [1312/1810] Completed RFI in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:15.414456] [INFO ] [sig       ] [1313/1810] Forecasting RFL...
[2025-10-13T23:58:15.414486] [INFO ] [sig       ] Generating forecast for: RFL
[2025-10-13T23:58:15.414519] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFL' from 'https://tdm.silogroup.org/data/derivative_storage/RFL.csv'.
[2025-10-13T23:58:15.423276] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFL'.
[2025-10-13T23:58:15.423580] [INFO ] [FORECASTER] Starting predict_future for RFL
[2025-10-13T23:58:15.448773] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:15.449512] [DEBUG] [LOCAL     ] No optimal features file found for RFL: ./output/feature-sets/RFL.txt
[2025-10-13T23:58:15.449568] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:15.449602] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:15.449631] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:15.449728] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:15.467029] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:15.467607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:15.467712] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:15.467758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:15.508751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:15.508909] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:15.508953] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:15.508987] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:15.512905] [DEBUG] [FORECASTER] RFL: Forecast T+1@11:T+2@11: UP (p=56.54%)
[2025-10-13T23:58:15.513198] [INFO ] [FORECASTER] Completed predict_future for RFL
[2025-10-13T23:58:15.513357] [INFO ] [sig       ] RFL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:15.656532] [INFO ] [LOCAL     ] Saved forecast: RFL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RFL.txt
[2025-10-13T23:58:15.656779] [INFO ] [sig       ] [1313/1810] Completed RFL in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:15.656840] [INFO ] [sig       ] [1314/1810] Forecasting RFM...
[2025-10-13T23:58:15.656873] [INFO ] [sig       ] Generating forecast for: RFM
[2025-10-13T23:58:15.656906] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFM' from 'https://tdm.silogroup.org/data/derivative_storage/RFM.csv'.
[2025-10-13T23:58:15.666234] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFM'.
[2025-10-13T23:58:15.666624] [INFO ] [FORECASTER] Starting predict_future for RFM
[2025-10-13T23:58:15.691742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:15.692444] [DEBUG] [LOCAL     ] No optimal features file found for RFM: ./output/feature-sets/RFM.txt
[2025-10-13T23:58:15.692535] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:15.692575] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:15.692604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:15.692683] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:15.710149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:15.710735] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:15.710818] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:15.710852] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:15.743800] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:15.743946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:15.743987] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:15.744016] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:15.747542] [DEBUG] [FORECASTER] RFM: Forecast T+1@11:T+2@11: UP (p=70.18%)
[2025-10-13T23:58:15.747878] [INFO ] [FORECASTER] Completed predict_future for RFM
[2025-10-13T23:58:15.748036] [INFO ] [sig       ] RFM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:15.893775] [INFO ] [LOCAL     ] Saved forecast: RFM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RFM.txt
[2025-10-13T23:58:15.894051] [INFO ] [sig       ] [1314/1810] Completed RFM in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:15.894096] [INFO ] [sig       ] [1315/1810] Forecasting RFMZ...
[2025-10-13T23:58:15.894126] [INFO ] [sig       ] Generating forecast for: RFMZ
[2025-10-13T23:58:15.894158] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RFMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RFMZ.csv'.
[2025-10-13T23:58:15.903330] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RFMZ'.
[2025-10-13T23:58:15.903674] [INFO ] [FORECASTER] Starting predict_future for RFMZ
[2025-10-13T23:58:15.928496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:15.929188] [DEBUG] [LOCAL     ] No optimal features file found for RFMZ: ./output/feature-sets/RFMZ.txt
[2025-10-13T23:58:15.929242] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:15.929276] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:15.929303] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:15.929360] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:15.946153] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:15.946736] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:15.946815] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:15.946866] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:15.977080] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:15.977162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:15.977198] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:15.977227] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:15.980245] [DEBUG] [FORECASTER] RFMZ: Forecast T+1@11:T+2@11: DOWN (p=6.06%)
[2025-10-13T23:58:15.980489] [INFO ] [FORECASTER] Completed predict_future for RFMZ
[2025-10-13T23:58:15.980611] [INFO ] [sig       ] RFMZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:16.123547] [INFO ] [LOCAL     ] Saved forecast: RFMZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RFMZ.txt
[2025-10-13T23:58:16.123806] [INFO ] [sig       ] [1315/1810] Completed RFMZ in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:16.123866] [INFO ] [sig       ] [1316/1810] Forecasting RGT...
[2025-10-13T23:58:16.123899] [INFO ] [sig       ] Generating forecast for: RGT
[2025-10-13T23:58:16.123940] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RGT' from 'https://tdm.silogroup.org/data/derivative_storage/RGT.csv'.
[2025-10-13T23:58:16.133010] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RGT'.
[2025-10-13T23:58:16.133278] [INFO ] [FORECASTER] Starting predict_future for RGT
[2025-10-13T23:58:16.158805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:16.159558] [DEBUG] [LOCAL     ] No optimal features file found for RGT: ./output/feature-sets/RGT.txt
[2025-10-13T23:58:16.159614] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:16.159674] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:16.159725] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:16.159788] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:16.177283] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:16.177922] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:16.178007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:16.178042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:16.207324] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:16.207404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:16.207440] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:16.207497] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:16.210598] [DEBUG] [FORECASTER] RGT: Forecast T+1@11:T+2@11: DOWN (p=9.30%)
[2025-10-13T23:58:16.210881] [INFO ] [FORECASTER] Completed predict_future for RGT
[2025-10-13T23:58:16.211006] [INFO ] [sig       ] RGT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:16.352472] [INFO ] [LOCAL     ] Saved forecast: RGT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RGT.txt
[2025-10-13T23:58:16.352705] [INFO ] [sig       ] [1316/1810] Completed RGT in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:16.352766] [INFO ] [sig       ] [1317/1810] Forecasting RIG...
[2025-10-13T23:58:16.352801] [INFO ] [sig       ] Generating forecast for: RIG
[2025-10-13T23:58:16.352835] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RIG' from 'https://tdm.silogroup.org/data/derivative_storage/RIG.csv'.
[2025-10-13T23:58:16.361238] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RIG'.
[2025-10-13T23:58:16.361507] [INFO ] [FORECASTER] Starting predict_future for RIG
[2025-10-13T23:58:16.386201] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:16.386927] [DEBUG] [LOCAL     ] No optimal features file found for RIG: ./output/feature-sets/RIG.txt
[2025-10-13T23:58:16.386981] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:16.387032] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:16.387064] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:16.387120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:16.404006] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:16.404528] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:16.404662] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:16.404721] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:16.435586] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:16.435683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:16.435734] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:16.435765] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:16.438725] [DEBUG] [FORECASTER] RIG: Forecast T+1@11:T+2@11: UP (p=58.86%)
[2025-10-13T23:58:16.438970] [INFO ] [FORECASTER] Completed predict_future for RIG
[2025-10-13T23:58:16.439090] [INFO ] [sig       ] RIG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:16.586309] [INFO ] [LOCAL     ] Saved forecast: RIG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RIG.txt
[2025-10-13T23:58:16.586618] [INFO ] [sig       ] [1317/1810] Completed RIG in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:16.586704] [INFO ] [sig       ] [1318/1810] Forecasting RLTY...
[2025-10-13T23:58:16.586747] [INFO ] [sig       ] Generating forecast for: RLTY
[2025-10-13T23:58:16.586782] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RLTY' from 'https://tdm.silogroup.org/data/derivative_storage/RLTY.csv'.
[2025-10-13T23:58:16.596721] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RLTY'.
[2025-10-13T23:58:16.597064] [INFO ] [FORECASTER] Starting predict_future for RLTY
[2025-10-13T23:58:16.626480] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:16.627532] [DEBUG] [LOCAL     ] No optimal features file found for RLTY: ./output/feature-sets/RLTY.txt
[2025-10-13T23:58:16.627592] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:16.627629] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:16.627696] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:16.627774] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:16.648006] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:16.648759] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:16.648853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:16.648888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:16.689931] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:16.690102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:16.690167] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:16.690216] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:16.693834] [DEBUG] [FORECASTER] RLTY: Forecast T+1@11:T+2@11: UP (p=63.66%)
[2025-10-13T23:58:16.694112] [INFO ] [FORECASTER] Completed predict_future for RLTY
[2025-10-13T23:58:16.694280] [INFO ] [sig       ] RLTY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:16.862081] [INFO ] [LOCAL     ] Saved forecast: RLTY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RLTY.txt
[2025-10-13T23:58:16.862389] [INFO ] [sig       ] [1318/1810] Completed RLTY in 0.3s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:16.862468] [INFO ] [sig       ] [1319/1810] Forecasting RLX...
[2025-10-13T23:58:16.862517] [INFO ] [sig       ] Generating forecast for: RLX
[2025-10-13T23:58:16.862554] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RLX' from 'https://tdm.silogroup.org/data/derivative_storage/RLX.csv'.
[2025-10-13T23:58:16.872742] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RLX'.
[2025-10-13T23:58:16.873095] [INFO ] [FORECASTER] Starting predict_future for RLX
[2025-10-13T23:58:16.902352] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:16.903213] [DEBUG] [LOCAL     ] No optimal features file found for RLX: ./output/feature-sets/RLX.txt
[2025-10-13T23:58:16.903278] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:16.903346] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:16.903406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:16.903472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:16.924172] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:16.925053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:16.925140] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:16.925174] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:16.965132] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:16.965303] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:16.965358] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:16.965391] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:16.969260] [DEBUG] [FORECASTER] RLX: Forecast T+1@11:T+2@11: UP (p=89.86%)
[2025-10-13T23:58:16.969595] [INFO ] [FORECASTER] Completed predict_future for RLX
[2025-10-13T23:58:16.969825] [INFO ] [sig       ] RLX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:17.132877] [INFO ] [LOCAL     ] Saved forecast: RLX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RLX.txt
[2025-10-13T23:58:17.133123] [INFO ] [sig       ] [1319/1810] Completed RLX in 0.3s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:17.133171] [INFO ] [sig       ] [1320/1810] Forecasting RM...
[2025-10-13T23:58:17.133213] [INFO ] [sig       ] Generating forecast for: RM
[2025-10-13T23:58:17.133254] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RM' from 'https://tdm.silogroup.org/data/derivative_storage/RM.csv'.
[2025-10-13T23:58:17.142876] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RM'.
[2025-10-13T23:58:17.143272] [INFO ] [FORECASTER] Starting predict_future for RM
[2025-10-13T23:58:17.169670] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:17.170478] [DEBUG] [LOCAL     ] No optimal features file found for RM: ./output/feature-sets/RM.txt
[2025-10-13T23:58:17.170536] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:17.170572] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:17.170602] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:17.170692] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:17.188750] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:17.189553] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:17.189638] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:17.189722] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:17.233534] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:17.233753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:17.233817] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:17.233855] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:17.240140] [DEBUG] [FORECASTER] RM: Forecast T+1@11:T+2@11: DOWN (p=6.04%)
[2025-10-13T23:58:17.240455] [INFO ] [FORECASTER] Completed predict_future for RM
[2025-10-13T23:58:17.240615] [INFO ] [sig       ] RM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:17.398970] [INFO ] [LOCAL     ] Saved forecast: RM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RM.txt
[2025-10-13T23:58:17.399186] [INFO ] [sig       ] [1320/1810] Completed RM in 0.3s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:17.399229] [INFO ] [sig       ] [1321/1810] Forecasting RMMZ...
[2025-10-13T23:58:17.399261] [INFO ] [sig       ] Generating forecast for: RMMZ
[2025-10-13T23:58:17.399293] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RMMZ' from 'https://tdm.silogroup.org/data/derivative_storage/RMMZ.csv'.
[2025-10-13T23:58:17.408901] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'RMMZ'.
[2025-10-13T23:58:17.409298] [INFO ] [FORECASTER] Starting predict_future for RMMZ
[2025-10-13T23:58:17.434932] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:17.435734] [DEBUG] [LOCAL     ] No optimal features file found for RMMZ: ./output/feature-sets/RMMZ.txt
[2025-10-13T23:58:17.435792] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:17.435827] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:17.435855] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:17.435911] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:17.453972] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:17.454601] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:17.454710] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:17.454757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:17.490620] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:17.490787] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:17.490831] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:17.490860] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:17.494192] [DEBUG] [FORECASTER] RMMZ: Forecast T+1@11:T+2@11: UP (p=84.29%)
[2025-10-13T23:58:17.494462] [INFO ] [FORECASTER] Completed predict_future for RMMZ
[2025-10-13T23:58:17.494600] [INFO ] [sig       ] RMMZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:17.635296] [INFO ] [LOCAL     ] Saved forecast: RMMZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RMMZ.txt
[2025-10-13T23:58:17.635533] [INFO ] [sig       ] [1321/1810] Completed RMMZ in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:17.635575] [INFO ] [sig       ] [1322/1810] Forecasting RMT...
[2025-10-13T23:58:17.635606] [INFO ] [sig       ] Generating forecast for: RMT
[2025-10-13T23:58:17.635638] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RMT' from 'https://tdm.silogroup.org/data/derivative_storage/RMT.csv'.
[2025-10-13T23:58:17.646098] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RMT'.
[2025-10-13T23:58:17.646487] [INFO ] [FORECASTER] Starting predict_future for RMT
[2025-10-13T23:58:17.675776] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:17.676783] [DEBUG] [LOCAL     ] No optimal features file found for RMT: ./output/feature-sets/RMT.txt
[2025-10-13T23:58:17.676850] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:17.676892] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:17.676928] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:17.677007] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:17.699478] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:17.700319] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:17.700404] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:17.700439] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:17.737997] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:17.738081] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:17.738120] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:17.738149] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:17.741260] [DEBUG] [FORECASTER] RMT: Forecast T+1@11:T+2@11: DOWN (p=0.68%)
[2025-10-13T23:58:17.741516] [INFO ] [FORECASTER] Completed predict_future for RMT
[2025-10-13T23:58:17.741678] [INFO ] [sig       ] RMT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:17.892574] [INFO ] [LOCAL     ] Saved forecast: RMT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RMT.txt
[2025-10-13T23:58:17.892855] [INFO ] [sig       ] [1322/1810] Completed RMT in 0.3s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:17.892915] [INFO ] [sig       ] [1323/1810] Forecasting RNP...
[2025-10-13T23:58:17.892951] [INFO ] [sig       ] Generating forecast for: RNP
[2025-10-13T23:58:17.892986] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RNP' from 'https://tdm.silogroup.org/data/derivative_storage/RNP.csv'.
[2025-10-13T23:58:17.902929] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RNP'.
[2025-10-13T23:58:17.903293] [INFO ] [FORECASTER] Starting predict_future for RNP
[2025-10-13T23:58:17.930870] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:17.931773] [DEBUG] [LOCAL     ] No optimal features file found for RNP: ./output/feature-sets/RNP.txt
[2025-10-13T23:58:17.931830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:17.931870] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:17.931922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:17.931997] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:17.956926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:17.958137] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:17.958234] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:17.958270] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:17.999287] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:17.999443] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:17.999486] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:17.999516] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:18.003667] [DEBUG] [FORECASTER] RNP: Forecast T+1@11:T+2@11: UP (p=50.55%)
[2025-10-13T23:58:18.003997] [INFO ] [FORECASTER] Completed predict_future for RNP
[2025-10-13T23:58:18.004138] [INFO ] [sig       ] RNP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:18.156352] [INFO ] [LOCAL     ] Saved forecast: RNP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RNP.txt
[2025-10-13T23:58:18.156594] [INFO ] [sig       ] [1323/1810] Completed RNP in 0.3s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:18.156705] [INFO ] [sig       ] [1324/1810] Forecasting RPT...
[2025-10-13T23:58:18.156750] [INFO ] [sig       ] Generating forecast for: RPT
[2025-10-13T23:58:18.156785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RPT' from 'https://tdm.silogroup.org/data/derivative_storage/RPT.csv'.
[2025-10-13T23:58:18.166891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RPT'.
[2025-10-13T23:58:18.167299] [INFO ] [FORECASTER] Starting predict_future for RPT
[2025-10-13T23:58:18.194328] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:18.195155] [DEBUG] [LOCAL     ] No optimal features file found for RPT: ./output/feature-sets/RPT.txt
[2025-10-13T23:58:18.195218] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:18.195279] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:18.195312] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:18.195372] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:18.217430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:18.218293] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:18.218381] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:18.218418] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:18.252133] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:18.252215] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:18.252254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:18.252285] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:18.255478] [DEBUG] [FORECASTER] RPT: Forecast T+1@11:T+2@11: DOWN (p=39.26%)
[2025-10-13T23:58:18.255788] [INFO ] [FORECASTER] Completed predict_future for RPT
[2025-10-13T23:58:18.255921] [INFO ] [sig       ] RPT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:18.401063] [INFO ] [LOCAL     ] Saved forecast: RPT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RPT.txt
[2025-10-13T23:58:18.401305] [INFO ] [sig       ] [1324/1810] Completed RPT in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 2.0m
[2025-10-13T23:58:18.401366] [INFO ] [sig       ] [1325/1810] Forecasting RSF...
[2025-10-13T23:58:18.401400] [INFO ] [sig       ] Generating forecast for: RSF
[2025-10-13T23:58:18.401432] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RSF' from 'https://tdm.silogroup.org/data/derivative_storage/RSF.csv'.
[2025-10-13T23:58:18.410898] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RSF'.
[2025-10-13T23:58:18.411238] [INFO ] [FORECASTER] Starting predict_future for RSF
[2025-10-13T23:58:18.436394] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:18.437143] [DEBUG] [LOCAL     ] No optimal features file found for RSF: ./output/feature-sets/RSF.txt
[2025-10-13T23:58:18.437199] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:18.437234] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:18.437265] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:18.437324] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:18.454812] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:18.455365] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:18.455446] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:18.455481] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:18.485699] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:18.485812] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:18.485852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:18.485885] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:18.489458] [DEBUG] [FORECASTER] RSF: Forecast T+1@11:T+2@11: UP (p=67.45%)
[2025-10-13T23:58:18.489792] [INFO ] [FORECASTER] Completed predict_future for RSF
[2025-10-13T23:58:18.489933] [INFO ] [sig       ] RSF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:18.633577] [INFO ] [LOCAL     ] Saved forecast: RSF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RSF.txt
[2025-10-13T23:58:18.633803] [INFO ] [sig       ] [1325/1810] Completed RSF in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:18.633862] [INFO ] [sig       ] [1326/1810] Forecasting RSKD...
[2025-10-13T23:58:18.633896] [INFO ] [sig       ] Generating forecast for: RSKD
[2025-10-13T23:58:18.633929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RSKD' from 'https://tdm.silogroup.org/data/derivative_storage/RSKD.csv'.
[2025-10-13T23:58:18.642444] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RSKD'.
[2025-10-13T23:58:18.642753] [INFO ] [FORECASTER] Starting predict_future for RSKD
[2025-10-13T23:58:18.667275] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:18.668033] [DEBUG] [LOCAL     ] No optimal features file found for RSKD: ./output/feature-sets/RSKD.txt
[2025-10-13T23:58:18.668089] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:18.668124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:18.668152] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:18.668210] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:18.685094] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:18.685610] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:18.685714] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:18.685758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:18.723303] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:18.723487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:18.723532] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:18.723564] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:18.727090] [DEBUG] [FORECASTER] RSKD: Forecast T+1@11:T+2@11: UP (p=95.87%)
[2025-10-13T23:58:18.727363] [INFO ] [FORECASTER] Completed predict_future for RSKD
[2025-10-13T23:58:18.727522] [INFO ] [sig       ] RSKD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:18.867586] [INFO ] [LOCAL     ] Saved forecast: RSKD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RSKD.txt
[2025-10-13T23:58:18.867829] [INFO ] [sig       ] [1326/1810] Completed RSKD in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:18.867884] [INFO ] [sig       ] [1327/1810] Forecasting RWT...
[2025-10-13T23:58:18.867916] [INFO ] [sig       ] Generating forecast for: RWT
[2025-10-13T23:58:18.867949] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RWT' from 'https://tdm.silogroup.org/data/derivative_storage/RWT.csv'.
[2025-10-13T23:58:18.877261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RWT'.
[2025-10-13T23:58:18.877632] [INFO ] [FORECASTER] Starting predict_future for RWT
[2025-10-13T23:58:18.903169] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:18.903978] [DEBUG] [LOCAL     ] No optimal features file found for RWT: ./output/feature-sets/RWT.txt
[2025-10-13T23:58:18.904033] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:18.904067] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:18.904095] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:18.904151] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:18.920984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:18.921537] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:18.921616] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:18.921677] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:18.956406] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:18.956549] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:18.956588] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:18.956617] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:18.959907] [DEBUG] [FORECASTER] RWT: Forecast T+1@11:T+2@11: DOWN (p=40.48%)
[2025-10-13T23:58:18.960169] [INFO ] [FORECASTER] Completed predict_future for RWT
[2025-10-13T23:58:18.960301] [INFO ] [sig       ] RWT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:19.099501] [INFO ] [LOCAL     ] Saved forecast: RWT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RWT.txt
[2025-10-13T23:58:19.099787] [INFO ] [sig       ] [1327/1810] Completed RWT in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:19.099849] [INFO ] [sig       ] [1328/1810] Forecasting RYI...
[2025-10-13T23:58:19.099883] [INFO ] [sig       ] Generating forecast for: RYI
[2025-10-13T23:58:19.099916] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RYI' from 'https://tdm.silogroup.org/data/derivative_storage/RYI.csv'.
[2025-10-13T23:58:19.110125] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RYI'.
[2025-10-13T23:58:19.110555] [INFO ] [FORECASTER] Starting predict_future for RYI
[2025-10-13T23:58:19.135560] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:19.136334] [DEBUG] [LOCAL     ] No optimal features file found for RYI: ./output/feature-sets/RYI.txt
[2025-10-13T23:58:19.136394] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:19.136428] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:19.136455] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:19.136510] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:19.153405] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:19.154210] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:19.154296] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:19.154330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:19.190569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:19.190773] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:19.190824] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:19.190854] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:19.194242] [DEBUG] [FORECASTER] RYI: Forecast T+1@11:T+2@11: UP (p=67.27%)
[2025-10-13T23:58:19.194512] [INFO ] [FORECASTER] Completed predict_future for RYI
[2025-10-13T23:58:19.194670] [INFO ] [sig       ] RYI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:19.339693] [INFO ] [LOCAL     ] Saved forecast: RYI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RYI.txt
[2025-10-13T23:58:19.339974] [INFO ] [sig       ] [1328/1810] Completed RYI in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:19.340034] [INFO ] [sig       ] [1329/1810] Forecasting RYN...
[2025-10-13T23:58:19.340068] [INFO ] [sig       ] Generating forecast for: RYN
[2025-10-13T23:58:19.340101] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RYN' from 'https://tdm.silogroup.org/data/derivative_storage/RYN.csv'.
[2025-10-13T23:58:19.349758] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RYN'.
[2025-10-13T23:58:19.350103] [INFO ] [FORECASTER] Starting predict_future for RYN
[2025-10-13T23:58:19.375161] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:19.375933] [DEBUG] [LOCAL     ] No optimal features file found for RYN: ./output/feature-sets/RYN.txt
[2025-10-13T23:58:19.375990] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:19.376025] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:19.376053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:19.376112] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:19.393295] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:19.394011] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:19.394096] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:19.394130] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:19.429683] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:19.429848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:19.429907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:19.429940] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:19.433307] [DEBUG] [FORECASTER] RYN: Forecast T+1@11:T+2@11: DOWN (p=19.73%)
[2025-10-13T23:58:19.433603] [INFO ] [FORECASTER] Completed predict_future for RYN
[2025-10-13T23:58:19.433777] [INFO ] [sig       ] RYN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:19.573797] [INFO ] [LOCAL     ] Saved forecast: RYN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RYN.txt
[2025-10-13T23:58:19.574035] [INFO ] [sig       ] [1329/1810] Completed RYN in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:19.574077] [INFO ] [sig       ] [1330/1810] Forecasting RZB...
[2025-10-13T23:58:19.574107] [INFO ] [sig       ] Generating forecast for: RZB
[2025-10-13T23:58:19.574139] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RZB' from 'https://tdm.silogroup.org/data/derivative_storage/RZB.csv'.
[2025-10-13T23:58:19.583127] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RZB'.
[2025-10-13T23:58:19.583437] [INFO ] [FORECASTER] Starting predict_future for RZB
[2025-10-13T23:58:19.608229] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:19.608932] [DEBUG] [LOCAL     ] No optimal features file found for RZB: ./output/feature-sets/RZB.txt
[2025-10-13T23:58:19.608986] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:19.609019] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:19.609047] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:19.609152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:19.625962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:19.626482] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:19.626560] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:19.626593] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:19.660778] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:19.660863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:19.660898] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:19.660927] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:19.663920] [DEBUG] [FORECASTER] RZB: Forecast T+1@11:T+2@11: DOWN (p=7.10%)
[2025-10-13T23:58:19.664168] [INFO ] [FORECASTER] Completed predict_future for RZB
[2025-10-13T23:58:19.664291] [INFO ] [sig       ] RZB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:19.803499] [INFO ] [LOCAL     ] Saved forecast: RZB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/RZB.txt
[2025-10-13T23:58:19.803731] [INFO ] [sig       ] [1330/1810] Completed RZB in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:19.803791] [INFO ] [sig       ] [1331/1810] Forecasting RZC...
[2025-10-13T23:58:19.803824] [INFO ] [sig       ] Generating forecast for: RZC
[2025-10-13T23:58:19.803857] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'RZC' from 'https://tdm.silogroup.org/data/derivative_storage/RZC.csv'.
[2025-10-13T23:58:19.812509] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'RZC'.
[2025-10-13T23:58:19.812778] [INFO ] [FORECASTER] Starting predict_future for RZC
[2025-10-13T23:58:19.837056] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:19.837800] [DEBUG] [LOCAL     ] No optimal features file found for RZC: ./output/feature-sets/RZC.txt
[2025-10-13T23:58:19.837855] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:19.837916] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:19.837945] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:19.838001] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:19.854984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:19.855494] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:19.855574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:19.855607] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:19.884297] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:19.884371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:19.884406] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:19.884435] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:19.887406] [DEBUG] [FORECASTER] RZC: Forecast T+1@11:T+2@11: UP (p=89.40%)
[2025-10-13T23:58:19.887755] [INFO ] [FORECASTER] Completed predict_future for RZC
[2025-10-13T23:58:19.887884] [INFO ] [sig       ] RZC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:20.027603] [INFO ] [LOCAL     ] Saved forecast: RZC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/RZC.txt
[2025-10-13T23:58:20.027941] [INFO ] [sig       ] [1331/1810] Completed RZC in 0.2s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:20.027992] [INFO ] [sig       ] [1332/1810] Forecasting S...
[2025-10-13T23:58:20.028024] [INFO ] [sig       ] Generating forecast for: S
[2025-10-13T23:58:20.028059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'S' from 'https://tdm.silogroup.org/data/derivative_storage/S.csv'.
[2025-10-13T23:58:20.037687] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'S'.
[2025-10-13T23:58:20.038038] [INFO ] [FORECASTER] Starting predict_future for S
[2025-10-13T23:58:20.068792] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:20.069863] [DEBUG] [LOCAL     ] No optimal features file found for S: ./output/feature-sets/S.txt
[2025-10-13T23:58:20.069931] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:20.069969] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:20.069999] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:20.070072] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:20.090601] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:20.091490] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:20.091582] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:20.091619] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:20.142537] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:20.142804] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:20.142871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:20.142917] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:20.147187] [DEBUG] [FORECASTER] S: Forecast T+1@11:T+2@11: DOWN (p=16.15%)
[2025-10-13T23:58:20.147606] [INFO ] [FORECASTER] Completed predict_future for S
[2025-10-13T23:58:20.147812] [INFO ] [sig       ] S: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:20.381205] [INFO ] [LOCAL     ] Saved forecast: S	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/S.txt
[2025-10-13T23:58:20.381490] [INFO ] [sig       ] [1332/1810] Completed S in 0.4s | 4.15 sym/s | Total: 5.3m | ETA: 1.9m
[2025-10-13T23:58:20.381547] [INFO ] [sig       ] [1333/1810] Forecasting SA...
[2025-10-13T23:58:20.381580] [INFO ] [sig       ] Generating forecast for: SA
[2025-10-13T23:58:20.381616] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SA' from 'https://tdm.silogroup.org/data/derivative_storage/SA.csv'.
[2025-10-13T23:58:20.392056] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SA'.
[2025-10-13T23:58:20.392467] [INFO ] [FORECASTER] Starting predict_future for SA
[2025-10-13T23:58:20.417013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:20.417784] [DEBUG] [LOCAL     ] No optimal features file found for SA: ./output/feature-sets/SA.txt
[2025-10-13T23:58:20.417839] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:20.417873] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:20.417901] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:20.417957] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:20.434607] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:20.435154] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:20.435232] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:20.435266] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:20.471723] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:20.471824] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:20.471891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:20.471922] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:20.477775] [DEBUG] [FORECASTER] SA: Forecast T+1@11:T+2@11: UP (p=99.18%)
[2025-10-13T23:58:20.478027] [INFO ] [FORECASTER] Completed predict_future for SA
[2025-10-13T23:58:20.478160] [INFO ] [sig       ] SA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:20.616414] [INFO ] [LOCAL     ] Saved forecast: SA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SA.txt
[2025-10-13T23:58:20.616599] [INFO ] [sig       ] [1333/1810] Completed SA in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:20.616639] [INFO ] [sig       ] [1334/1810] Forecasting SABA...
[2025-10-13T23:58:20.616717] [INFO ] [sig       ] Generating forecast for: SABA
[2025-10-13T23:58:20.616753] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SABA' from 'https://tdm.silogroup.org/data/derivative_storage/SABA.csv'.
[2025-10-13T23:58:20.626037] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SABA'.
[2025-10-13T23:58:20.626424] [INFO ] [FORECASTER] Starting predict_future for SABA
[2025-10-13T23:58:20.651569] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:20.652293] [DEBUG] [LOCAL     ] No optimal features file found for SABA: ./output/feature-sets/SABA.txt
[2025-10-13T23:58:20.652348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:20.652382] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:20.652411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:20.652468] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:20.669976] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:20.670548] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:20.670634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:20.670708] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:20.705579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:20.705757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:20.705810] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:20.705843] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:20.709328] [DEBUG] [FORECASTER] SABA: Forecast T+1@11:T+2@11: DOWN (p=33.07%)
[2025-10-13T23:58:20.709602] [INFO ] [FORECASTER] Completed predict_future for SABA
[2025-10-13T23:58:20.709778] [INFO ] [sig       ] SABA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:20.853514] [INFO ] [LOCAL     ] Saved forecast: SABA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SABA.txt
[2025-10-13T23:58:20.853779] [INFO ] [sig       ] [1334/1810] Completed SABA in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:20.853840] [INFO ] [sig       ] [1335/1810] Forecasting SAFE...
[2025-10-13T23:58:20.853874] [INFO ] [sig       ] Generating forecast for: SAFE
[2025-10-13T23:58:20.853906] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAFE' from 'https://tdm.silogroup.org/data/derivative_storage/SAFE.csv'.
[2025-10-13T23:58:20.863150] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAFE'.
[2025-10-13T23:58:20.863449] [INFO ] [FORECASTER] Starting predict_future for SAFE
[2025-10-13T23:58:20.888734] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:20.889487] [DEBUG] [LOCAL     ] No optimal features file found for SAFE: ./output/feature-sets/SAFE.txt
[2025-10-13T23:58:20.889545] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:20.889582] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:20.889612] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:20.889691] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:20.907188] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:20.907868] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:20.907960] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:20.907997] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:20.940551] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:20.940700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:20.940755] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:20.940789] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:20.944463] [DEBUG] [FORECASTER] SAFE: Forecast T+1@11:T+2@11: DOWN (p=12.37%)
[2025-10-13T23:58:20.944777] [INFO ] [FORECASTER] Completed predict_future for SAFE
[2025-10-13T23:58:20.944941] [INFO ] [sig       ] SAFE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:21.089257] [INFO ] [LOCAL     ] Saved forecast: SAFE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAFE.txt
[2025-10-13T23:58:21.089499] [INFO ] [sig       ] [1335/1810] Completed SAFE in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:21.089555] [INFO ] [sig       ] [1336/1810] Forecasting SAH...
[2025-10-13T23:58:21.089589] [INFO ] [sig       ] Generating forecast for: SAH
[2025-10-13T23:58:21.089622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAH' from 'https://tdm.silogroup.org/data/derivative_storage/SAH.csv'.
[2025-10-13T23:58:21.098330] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAH'.
[2025-10-13T23:58:21.098689] [INFO ] [FORECASTER] Starting predict_future for SAH
[2025-10-13T23:58:21.123806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:21.124512] [DEBUG] [LOCAL     ] No optimal features file found for SAH: ./output/feature-sets/SAH.txt
[2025-10-13T23:58:21.124567] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:21.124601] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:21.124629] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:21.124726] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:21.141811] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:21.142420] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:21.142505] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:21.142539] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:21.174233] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:21.174442] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:21.174531] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:21.174583] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:21.179739] [DEBUG] [FORECASTER] SAH: Forecast T+1@11:T+2@11: DOWN (p=22.76%)
[2025-10-13T23:58:21.180195] [INFO ] [FORECASTER] Completed predict_future for SAH
[2025-10-13T23:58:21.180394] [INFO ] [sig       ] SAH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:21.347833] [INFO ] [LOCAL     ] Saved forecast: SAH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAH.txt
[2025-10-13T23:58:21.348121] [INFO ] [sig       ] [1336/1810] Completed SAH in 0.3s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:21.348203] [INFO ] [sig       ] [1337/1810] Forecasting SAM...
[2025-10-13T23:58:21.348267] [INFO ] [sig       ] Generating forecast for: SAM
[2025-10-13T23:58:21.348308] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAM' from 'https://tdm.silogroup.org/data/derivative_storage/SAM.csv'.
[2025-10-13T23:58:21.357461] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAM'.
[2025-10-13T23:58:21.357842] [INFO ] [FORECASTER] Starting predict_future for SAM
[2025-10-13T23:58:21.383046] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:21.383832] [DEBUG] [LOCAL     ] No optimal features file found for SAM: ./output/feature-sets/SAM.txt
[2025-10-13T23:58:21.383889] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:21.383925] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:21.383955] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:21.384014] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:21.401067] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:21.401638] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:21.401747] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:21.401785] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:21.432886] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:21.433019] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:21.433061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:21.433092] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:21.436633] [DEBUG] [FORECASTER] SAM: Forecast T+1@11:T+2@11: DOWN (p=42.74%)
[2025-10-13T23:58:21.436933] [INFO ] [FORECASTER] Completed predict_future for SAM
[2025-10-13T23:58:21.437095] [INFO ] [sig       ] SAM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:21.579919] [INFO ] [LOCAL     ] Saved forecast: SAM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAM.txt
[2025-10-13T23:58:21.580131] [INFO ] [sig       ] [1337/1810] Completed SAM in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:21.580174] [INFO ] [sig       ] [1338/1810] Forecasting SAN...
[2025-10-13T23:58:21.580205] [INFO ] [sig       ] Generating forecast for: SAN
[2025-10-13T23:58:21.580237] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAN' from 'https://tdm.silogroup.org/data/derivative_storage/SAN.csv'.
[2025-10-13T23:58:21.588794] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAN'.
[2025-10-13T23:58:21.589110] [INFO ] [FORECASTER] Starting predict_future for SAN
[2025-10-13T23:58:21.614108] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:21.614878] [DEBUG] [LOCAL     ] No optimal features file found for SAN: ./output/feature-sets/SAN.txt
[2025-10-13T23:58:21.614949] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:21.614989] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:21.615038] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:21.615100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:21.632267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:21.632866] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:21.632949] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:21.632983] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:21.664564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:21.664689] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:21.664743] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:21.664774] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:21.667935] [DEBUG] [FORECASTER] SAN: Forecast T+1@11:T+2@11: UP (p=72.65%)
[2025-10-13T23:58:21.668192] [INFO ] [FORECASTER] Completed predict_future for SAN
[2025-10-13T23:58:21.668314] [INFO ] [sig       ] SAN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:21.807817] [INFO ] [LOCAL     ] Saved forecast: SAN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SAN.txt
[2025-10-13T23:58:21.808044] [INFO ] [sig       ] [1338/1810] Completed SAN in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:21.808089] [INFO ] [sig       ] [1339/1810] Forecasting SAND...
[2025-10-13T23:58:21.808121] [INFO ] [sig       ] Generating forecast for: SAND
[2025-10-13T23:58:21.808154] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAND' from 'https://tdm.silogroup.org/data/derivative_storage/SAND.csv'.
[2025-10-13T23:58:21.817764] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAND'.
[2025-10-13T23:58:21.818168] [INFO ] [FORECASTER] Starting predict_future for SAND
[2025-10-13T23:58:21.846830] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:21.847603] [DEBUG] [LOCAL     ] No optimal features file found for SAND: ./output/feature-sets/SAND.txt
[2025-10-13T23:58:21.847692] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:21.847747] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:21.847788] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:21.847860] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:21.865443] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:21.866125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:21.866211] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:21.866248] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:21.897856] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:21.898028] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:21.898076] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:21.898108] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:21.901715] [DEBUG] [FORECASTER] SAND: Forecast T+1@11:T+2@11: DOWN (p=1.61%)
[2025-10-13T23:58:21.902030] [INFO ] [FORECASTER] Completed predict_future for SAND
[2025-10-13T23:58:21.902166] [INFO ] [sig       ] SAND: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:22.047986] [INFO ] [LOCAL     ] Saved forecast: SAND	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAND.txt
[2025-10-13T23:58:22.048194] [INFO ] [sig       ] [1339/1810] Completed SAND in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:22.048236] [INFO ] [sig       ] [1340/1810] Forecasting SAP...
[2025-10-13T23:58:22.048267] [INFO ] [sig       ] Generating forecast for: SAP
[2025-10-13T23:58:22.048299] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAP' from 'https://tdm.silogroup.org/data/derivative_storage/SAP.csv'.
[2025-10-13T23:58:22.057214] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAP'.
[2025-10-13T23:58:22.057538] [INFO ] [FORECASTER] Starting predict_future for SAP
[2025-10-13T23:58:22.082959] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:22.083772] [DEBUG] [LOCAL     ] No optimal features file found for SAP: ./output/feature-sets/SAP.txt
[2025-10-13T23:58:22.083830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:22.083867] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:22.083898] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:22.083956] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:22.101823] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:22.102380] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:22.102461] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:22.102496] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:22.134715] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:22.134828] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:22.134874] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:22.134905] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:22.138204] [DEBUG] [FORECASTER] SAP: Forecast T+1@11:T+2@11: DOWN (p=15.40%)
[2025-10-13T23:58:22.138469] [INFO ] [FORECASTER] Completed predict_future for SAP
[2025-10-13T23:58:22.138596] [INFO ] [sig       ] SAP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:22.292529] [INFO ] [LOCAL     ] Saved forecast: SAP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAP.txt
[2025-10-13T23:58:22.292921] [INFO ] [sig       ] [1340/1810] Completed SAP in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:22.292998] [INFO ] [sig       ] [1341/1810] Forecasting SAR...
[2025-10-13T23:58:22.293047] [INFO ] [sig       ] Generating forecast for: SAR
[2025-10-13T23:58:22.293097] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SAR' from 'https://tdm.silogroup.org/data/derivative_storage/SAR.csv'.
[2025-10-13T23:58:22.304059] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SAR'.
[2025-10-13T23:58:22.304531] [INFO ] [FORECASTER] Starting predict_future for SAR
[2025-10-13T23:58:22.337152] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:22.338093] [DEBUG] [LOCAL     ] No optimal features file found for SAR: ./output/feature-sets/SAR.txt
[2025-10-13T23:58:22.338151] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:22.338186] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:22.338215] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:22.338272] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:22.355393] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:22.356152] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:22.356237] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:22.356271] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:22.387628] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:22.387826] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:22.387880] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:22.387914] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:22.391582] [DEBUG] [FORECASTER] SAR: Forecast T+1@11:T+2@11: DOWN (p=29.34%)
[2025-10-13T23:58:22.391937] [INFO ] [FORECASTER] Completed predict_future for SAR
[2025-10-13T23:58:22.392105] [INFO ] [sig       ] SAR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:22.533217] [INFO ] [LOCAL     ] Saved forecast: SAR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SAR.txt
[2025-10-13T23:58:22.533424] [INFO ] [sig       ] [1341/1810] Completed SAR in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:22.533466] [INFO ] [sig       ] [1342/1810] Forecasting SARO...
[2025-10-13T23:58:22.533498] [INFO ] [sig       ] Generating forecast for: SARO
[2025-10-13T23:58:22.533530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SARO' from 'https://tdm.silogroup.org/data/derivative_storage/SARO.csv'.
[2025-10-13T23:58:22.542026] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SARO'.
[2025-10-13T23:58:22.542316] [INFO ] [FORECASTER] Starting predict_future for SARO
[2025-10-13T23:58:22.567231] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:22.567973] [DEBUG] [LOCAL     ] No optimal features file found for SARO: ./output/feature-sets/SARO.txt
[2025-10-13T23:58:22.568028] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:22.568063] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:22.568092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:22.568148] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:22.585296] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:22.586023] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:22.586104] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:22.586138] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:22.616019] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:22.616123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:22.616201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:22.616271] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:22.619578] [DEBUG] [FORECASTER] SARO: Forecast T+1@11:T+2@11: DOWN (p=35.42%)
[2025-10-13T23:58:22.619865] [INFO ] [FORECASTER] Completed predict_future for SARO
[2025-10-13T23:58:22.619994] [INFO ] [sig       ] SARO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:22.768523] [INFO ] [LOCAL     ] Saved forecast: SARO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SARO.txt
[2025-10-13T23:58:22.768756] [INFO ] [sig       ] [1342/1810] Completed SARO in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:22.768818] [INFO ] [sig       ] [1343/1810] Forecasting SB...
[2025-10-13T23:58:22.768853] [INFO ] [sig       ] Generating forecast for: SB
[2025-10-13T23:58:22.768887] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SB' from 'https://tdm.silogroup.org/data/derivative_storage/SB.csv'.
[2025-10-13T23:58:22.777497] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SB'.
[2025-10-13T23:58:22.777794] [INFO ] [FORECASTER] Starting predict_future for SB
[2025-10-13T23:58:22.803033] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:22.803781] [DEBUG] [LOCAL     ] No optimal features file found for SB: ./output/feature-sets/SB.txt
[2025-10-13T23:58:22.803838] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:22.803937] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:22.803991] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:22.804055] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:22.821671] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:22.822247] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:22.822328] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:22.822363] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:22.850873] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:22.850953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:22.851007] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:22.851039] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:22.854161] [DEBUG] [FORECASTER] SB: Forecast T+1@11:T+2@11: DOWN (p=13.11%)
[2025-10-13T23:58:22.854418] [INFO ] [FORECASTER] Completed predict_future for SB
[2025-10-13T23:58:22.854546] [INFO ] [sig       ] SB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:23.000230] [INFO ] [LOCAL     ] Saved forecast: SB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SB.txt
[2025-10-13T23:58:23.000432] [INFO ] [sig       ] [1343/1810] Completed SB in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:23.000474] [INFO ] [sig       ] [1344/1810] Forecasting SBH...
[2025-10-13T23:58:23.000505] [INFO ] [sig       ] Generating forecast for: SBH
[2025-10-13T23:58:23.000538] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBH' from 'https://tdm.silogroup.org/data/derivative_storage/SBH.csv'.
[2025-10-13T23:58:23.008916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBH'.
[2025-10-13T23:58:23.009194] [INFO ] [FORECASTER] Starting predict_future for SBH
[2025-10-13T23:58:23.034546] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:23.035293] [DEBUG] [LOCAL     ] No optimal features file found for SBH: ./output/feature-sets/SBH.txt
[2025-10-13T23:58:23.035349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:23.035384] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:23.035414] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:23.035472] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:23.053726] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:23.054262] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:23.054341] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:23.054375] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:23.084417] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:23.084498] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:23.084536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:23.084573] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:23.087851] [DEBUG] [FORECASTER] SBH: Forecast T+1@11:T+2@11: UP (p=84.19%)
[2025-10-13T23:58:23.088108] [INFO ] [FORECASTER] Completed predict_future for SBH
[2025-10-13T23:58:23.088231] [INFO ] [sig       ] SBH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:23.236464] [INFO ] [LOCAL     ] Saved forecast: SBH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SBH.txt
[2025-10-13T23:58:23.236705] [INFO ] [sig       ] [1344/1810] Completed SBH in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:23.236764] [INFO ] [sig       ] [1345/1810] Forecasting SBI...
[2025-10-13T23:58:23.236797] [INFO ] [sig       ] Generating forecast for: SBI
[2025-10-13T23:58:23.236830] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBI' from 'https://tdm.silogroup.org/data/derivative_storage/SBI.csv'.
[2025-10-13T23:58:23.244899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBI'.
[2025-10-13T23:58:23.245169] [INFO ] [FORECASTER] Starting predict_future for SBI
[2025-10-13T23:58:23.270221] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:23.270958] [DEBUG] [LOCAL     ] No optimal features file found for SBI: ./output/feature-sets/SBI.txt
[2025-10-13T23:58:23.271014] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:23.271049] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:23.271079] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:23.271155] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:23.288965] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:23.289497] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:23.289577] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:23.289613] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:23.325803] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:23.325916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:23.325961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:23.325994] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:23.329446] [DEBUG] [FORECASTER] SBI: Forecast T+1@11:T+2@11: UP (p=80.60%)
[2025-10-13T23:58:23.329756] [INFO ] [FORECASTER] Completed predict_future for SBI
[2025-10-13T23:58:23.329898] [INFO ] [sig       ] SBI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:23.475426] [INFO ] [LOCAL     ] Saved forecast: SBI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SBI.txt
[2025-10-13T23:58:23.475629] [INFO ] [sig       ] [1345/1810] Completed SBI in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:23.475710] [INFO ] [sig       ] [1346/1810] Forecasting SBR...
[2025-10-13T23:58:23.475751] [INFO ] [sig       ] Generating forecast for: SBR
[2025-10-13T23:58:23.475785] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBR' from 'https://tdm.silogroup.org/data/derivative_storage/SBR.csv'.
[2025-10-13T23:58:23.484625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBR'.
[2025-10-13T23:58:23.484996] [INFO ] [FORECASTER] Starting predict_future for SBR
[2025-10-13T23:58:23.509523] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:23.510219] [DEBUG] [LOCAL     ] No optimal features file found for SBR: ./output/feature-sets/SBR.txt
[2025-10-13T23:58:23.510275] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:23.510309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:23.510338] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:23.510396] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:23.527282] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:23.527876] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:23.527956] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:23.527991] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:23.566939] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:23.567085] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:23.567149] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:23.567204] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:23.570738] [DEBUG] [FORECASTER] SBR: Forecast T+1@11:T+2@11: UP (p=65.60%)
[2025-10-13T23:58:23.571007] [INFO ] [FORECASTER] Completed predict_future for SBR
[2025-10-13T23:58:23.571175] [INFO ] [sig       ] SBR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:23.709604] [INFO ] [LOCAL     ] Saved forecast: SBR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SBR.txt
[2025-10-13T23:58:23.709862] [INFO ] [sig       ] [1346/1810] Completed SBR in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:23.709923] [INFO ] [sig       ] [1347/1810] Forecasting SBS...
[2025-10-13T23:58:23.709959] [INFO ] [sig       ] Generating forecast for: SBS
[2025-10-13T23:58:23.709993] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBS' from 'https://tdm.silogroup.org/data/derivative_storage/SBS.csv'.
[2025-10-13T23:58:23.719623] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBS'.
[2025-10-13T23:58:23.719997] [INFO ] [FORECASTER] Starting predict_future for SBS
[2025-10-13T23:58:23.745165] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:23.745922] [DEBUG] [LOCAL     ] No optimal features file found for SBS: ./output/feature-sets/SBS.txt
[2025-10-13T23:58:23.745977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:23.746011] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:23.746041] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:23.746100] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:23.764259] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:23.764891] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:23.764972] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:23.765005] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:23.802438] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:23.802529] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:23.802565] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:23.802595] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:23.805617] [DEBUG] [FORECASTER] SBS: Forecast T+1@11:T+2@11: DOWN (p=33.73%)
[2025-10-13T23:58:23.805895] [INFO ] [FORECASTER] Completed predict_future for SBS
[2025-10-13T23:58:23.806025] [INFO ] [sig       ] SBS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:23.971211] [INFO ] [LOCAL     ] Saved forecast: SBS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SBS.txt
[2025-10-13T23:58:23.971464] [INFO ] [sig       ] [1347/1810] Completed SBS in 0.3s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:23.971508] [INFO ] [sig       ] [1348/1810] Forecasting SBSI...
[2025-10-13T23:58:23.971538] [INFO ] [sig       ] Generating forecast for: SBSI
[2025-10-13T23:58:23.971571] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBSI' from 'https://tdm.silogroup.org/data/derivative_storage/SBSI.csv'.
[2025-10-13T23:58:23.980433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBSI'.
[2025-10-13T23:58:23.980816] [INFO ] [FORECASTER] Starting predict_future for SBSI
[2025-10-13T23:58:24.006218] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:24.007035] [DEBUG] [LOCAL     ] No optimal features file found for SBSI: ./output/feature-sets/SBSI.txt
[2025-10-13T23:58:24.007092] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:24.007127] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:24.007157] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:24.007215] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:24.025448] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:24.026193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:24.026281] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:24.026317] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:24.062531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:24.062736] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:24.062797] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:24.062865] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:24.066608] [DEBUG] [FORECASTER] SBSI: Forecast T+1@11:T+2@11: UP (p=97.94%)
[2025-10-13T23:58:24.067026] [INFO ] [FORECASTER] Completed predict_future for SBSI
[2025-10-13T23:58:24.067186] [INFO ] [sig       ] SBSI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:24.214983] [INFO ] [LOCAL     ] Saved forecast: SBSI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SBSI.txt
[2025-10-13T23:58:24.215240] [INFO ] [sig       ] [1348/1810] Completed SBSI in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:24.215283] [INFO ] [sig       ] [1349/1810] Forecasting SBSW...
[2025-10-13T23:58:24.215314] [INFO ] [sig       ] Generating forecast for: SBSW
[2025-10-13T23:58:24.215346] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SBSW' from 'https://tdm.silogroup.org/data/derivative_storage/SBSW.csv'.
[2025-10-13T23:58:24.223513] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SBSW'.
[2025-10-13T23:58:24.223813] [INFO ] [FORECASTER] Starting predict_future for SBSW
[2025-10-13T23:58:24.249144] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:24.249880] [DEBUG] [LOCAL     ] No optimal features file found for SBSW: ./output/feature-sets/SBSW.txt
[2025-10-13T23:58:24.249937] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:24.249973] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:24.250003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:24.250061] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:24.267912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:24.268487] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:24.268567] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:24.268601] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:24.303995] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:24.304084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:24.304122] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:24.304151] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:24.307270] [DEBUG] [FORECASTER] SBSW: Forecast T+1@11:T+2@11: DOWN (p=1.35%)
[2025-10-13T23:58:24.307565] [INFO ] [FORECASTER] Completed predict_future for SBSW
[2025-10-13T23:58:24.308082] [INFO ] [sig       ] SBSW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:24.454800] [INFO ] [LOCAL     ] Saved forecast: SBSW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SBSW.txt
[2025-10-13T23:58:24.455058] [INFO ] [sig       ] [1349/1810] Completed SBSW in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.9m
[2025-10-13T23:58:24.455118] [INFO ] [sig       ] [1350/1810] Forecasting SCCO...
[2025-10-13T23:58:24.455152] [INFO ] [sig       ] Generating forecast for: SCCO
[2025-10-13T23:58:24.455185] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCCO' from 'https://tdm.silogroup.org/data/derivative_storage/SCCO.csv'.
[2025-10-13T23:58:24.464340] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCCO'.
[2025-10-13T23:58:24.464616] [INFO ] [FORECASTER] Starting predict_future for SCCO
[2025-10-13T23:58:24.489896] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:24.490588] [DEBUG] [LOCAL     ] No optimal features file found for SCCO: ./output/feature-sets/SCCO.txt
[2025-10-13T23:58:24.490664] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:24.490721] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:24.490754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:24.490818] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:24.508525] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:24.509093] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:24.509174] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:24.509210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:24.545069] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:24.545173] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:24.545231] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:24.545263] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:24.548444] [DEBUG] [FORECASTER] SCCO: Forecast T+1@11:T+2@11: UP (p=86.11%)
[2025-10-13T23:58:24.548730] [INFO ] [FORECASTER] Completed predict_future for SCCO
[2025-10-13T23:58:24.548871] [INFO ] [sig       ] SCCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:24.688505] [INFO ] [LOCAL     ] Saved forecast: SCCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SCCO.txt
[2025-10-13T23:58:24.688747] [INFO ] [sig       ] [1350/1810] Completed SCCO in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:24.688808] [INFO ] [sig       ] [1351/1810] Forecasting SCD...
[2025-10-13T23:58:24.688844] [INFO ] [sig       ] Generating forecast for: SCD
[2025-10-13T23:58:24.688880] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCD' from 'https://tdm.silogroup.org/data/derivative_storage/SCD.csv'.
[2025-10-13T23:58:24.697603] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCD'.
[2025-10-13T23:58:24.697893] [INFO ] [FORECASTER] Starting predict_future for SCD
[2025-10-13T23:58:24.722521] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:24.723219] [DEBUG] [LOCAL     ] No optimal features file found for SCD: ./output/feature-sets/SCD.txt
[2025-10-13T23:58:24.723273] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:24.723307] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:24.723334] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:24.723390] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:24.741125] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:24.741696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:24.741779] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:24.741814] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:24.772606] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:24.772728] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:24.772774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:24.772805] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:24.775880] [DEBUG] [FORECASTER] SCD: Forecast T+1@11:T+2@11: DOWN (p=0.88%)
[2025-10-13T23:58:24.776133] [INFO ] [FORECASTER] Completed predict_future for SCD
[2025-10-13T23:58:24.776252] [INFO ] [sig       ] SCD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:24.916858] [INFO ] [LOCAL     ] Saved forecast: SCD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SCD.txt
[2025-10-13T23:58:24.917082] [INFO ] [sig       ] [1351/1810] Completed SCD in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:24.917125] [INFO ] [sig       ] [1352/1810] Forecasting SCHW...
[2025-10-13T23:58:24.917155] [INFO ] [sig       ] Generating forecast for: SCHW
[2025-10-13T23:58:24.917187] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCHW' from 'https://tdm.silogroup.org/data/derivative_storage/SCHW.csv'.
[2025-10-13T23:58:24.925967] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCHW'.
[2025-10-13T23:58:24.926253] [INFO ] [FORECASTER] Starting predict_future for SCHW
[2025-10-13T23:58:24.958111] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:24.958973] [DEBUG] [LOCAL     ] No optimal features file found for SCHW: ./output/feature-sets/SCHW.txt
[2025-10-13T23:58:24.959030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:24.959063] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:24.959092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:24.959169] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:24.976669] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:24.977315] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:24.977401] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:24.977435] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:25.013723] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:25.013918] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:25.013971] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:25.014002] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:25.017558] [DEBUG] [FORECASTER] SCHW: Forecast T+1@11:T+2@11: DOWN (p=30.15%)
[2025-10-13T23:58:25.017861] [INFO ] [FORECASTER] Completed predict_future for SCHW
[2025-10-13T23:58:25.018002] [INFO ] [sig       ] SCHW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:25.166983] [INFO ] [LOCAL     ] Saved forecast: SCHW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SCHW.txt
[2025-10-13T23:58:25.167222] [INFO ] [sig       ] [1352/1810] Completed SCHW in 0.3s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:25.167263] [INFO ] [sig       ] [1353/1810] Forecasting SCI...
[2025-10-13T23:58:25.167292] [INFO ] [sig       ] Generating forecast for: SCI
[2025-10-13T23:58:25.167376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCI' from 'https://tdm.silogroup.org/data/derivative_storage/SCI.csv'.
[2025-10-13T23:58:25.176385] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCI'.
[2025-10-13T23:58:25.176683] [INFO ] [FORECASTER] Starting predict_future for SCI
[2025-10-13T23:58:25.202105] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:25.202855] [DEBUG] [LOCAL     ] No optimal features file found for SCI: ./output/feature-sets/SCI.txt
[2025-10-13T23:58:25.202909] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:25.202945] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:25.202974] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:25.203032] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:25.224661] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:25.225606] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:25.225723] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:25.225796] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:25.265392] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:25.265509] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:25.265566] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:25.265599] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:25.268819] [DEBUG] [FORECASTER] SCI: Forecast T+1@11:T+2@11: DOWN (p=1.54%)
[2025-10-13T23:58:25.269072] [INFO ] [FORECASTER] Completed predict_future for SCI
[2025-10-13T23:58:25.269202] [INFO ] [sig       ] SCI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:25.407874] [INFO ] [LOCAL     ] Saved forecast: SCI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SCI.txt
[2025-10-13T23:58:25.408076] [INFO ] [sig       ] [1353/1810] Completed SCI in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:25.408117] [INFO ] [sig       ] [1354/1810] Forecasting SCL...
[2025-10-13T23:58:25.408148] [INFO ] [sig       ] Generating forecast for: SCL
[2025-10-13T23:58:25.408180] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCL' from 'https://tdm.silogroup.org/data/derivative_storage/SCL.csv'.
[2025-10-13T23:58:25.417962] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCL'.
[2025-10-13T23:58:25.418353] [INFO ] [FORECASTER] Starting predict_future for SCL
[2025-10-13T23:58:25.443569] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:25.444313] [DEBUG] [LOCAL     ] No optimal features file found for SCL: ./output/feature-sets/SCL.txt
[2025-10-13T23:58:25.444369] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:25.444403] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:25.444432] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:25.444489] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:25.461414] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:25.462008] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:25.462090] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:25.462124] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:25.496535] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:25.496664] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:25.496724] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:25.496756] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:25.499960] [DEBUG] [FORECASTER] SCL: Forecast T+1@11:T+2@11: UP (p=94.13%)
[2025-10-13T23:58:25.500215] [INFO ] [FORECASTER] Completed predict_future for SCL
[2025-10-13T23:58:25.500349] [INFO ] [sig       ] SCL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:25.651810] [INFO ] [LOCAL     ] Saved forecast: SCL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SCL.txt
[2025-10-13T23:58:25.652034] [INFO ] [sig       ] [1354/1810] Completed SCL in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:25.652077] [INFO ] [sig       ] [1355/1810] Forecasting SCM...
[2025-10-13T23:58:25.652107] [INFO ] [sig       ] Generating forecast for: SCM
[2025-10-13T23:58:25.652138] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCM' from 'https://tdm.silogroup.org/data/derivative_storage/SCM.csv'.
[2025-10-13T23:58:25.660565] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCM'.
[2025-10-13T23:58:25.660852] [INFO ] [FORECASTER] Starting predict_future for SCM
[2025-10-13T23:58:25.685075] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:25.685763] [DEBUG] [LOCAL     ] No optimal features file found for SCM: ./output/feature-sets/SCM.txt
[2025-10-13T23:58:25.685818] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:25.685851] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:25.685879] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:25.685939] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:25.702845] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:25.703364] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:25.703441] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:25.703474] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:25.743307] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:25.743411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:25.743449] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:25.743480] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:25.746613] [DEBUG] [FORECASTER] SCM: Forecast T+1@11:T+2@11: DOWN (p=20.54%)
[2025-10-13T23:58:25.746895] [INFO ] [FORECASTER] Completed predict_future for SCM
[2025-10-13T23:58:25.747024] [INFO ] [sig       ] SCM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:25.884374] [INFO ] [LOCAL     ] Saved forecast: SCM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SCM.txt
[2025-10-13T23:58:25.884584] [INFO ] [sig       ] [1355/1810] Completed SCM in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:25.884626] [INFO ] [sig       ] [1356/1810] Forecasting SCS...
[2025-10-13T23:58:25.884694] [INFO ] [sig       ] Generating forecast for: SCS
[2025-10-13T23:58:25.884740] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SCS' from 'https://tdm.silogroup.org/data/derivative_storage/SCS.csv'.
[2025-10-13T23:58:25.893561] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SCS'.
[2025-10-13T23:58:25.893842] [INFO ] [FORECASTER] Starting predict_future for SCS
[2025-10-13T23:58:25.918366] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:25.919060] [DEBUG] [LOCAL     ] No optimal features file found for SCS: ./output/feature-sets/SCS.txt
[2025-10-13T23:58:25.919148] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:25.919187] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:25.919216] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:25.919272] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:25.936012] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:25.936558] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:25.936636] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:25.936709] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:25.969180] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:25.969259] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:25.969294] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:25.969322] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:25.972247] [DEBUG] [FORECASTER] SCS: Forecast T+1@11:T+2@11: DOWN (p=25.37%)
[2025-10-13T23:58:25.972492] [INFO ] [FORECASTER] Completed predict_future for SCS
[2025-10-13T23:58:25.972618] [INFO ] [sig       ] SCS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:26.110851] [INFO ] [LOCAL     ] Saved forecast: SCS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SCS.txt
[2025-10-13T23:58:26.111062] [INFO ] [sig       ] [1356/1810] Completed SCS in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:26.111104] [INFO ] [sig       ] [1357/1810] Forecasting SD...
[2025-10-13T23:58:26.111134] [INFO ] [sig       ] Generating forecast for: SD
[2025-10-13T23:58:26.111165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SD' from 'https://tdm.silogroup.org/data/derivative_storage/SD.csv'.
[2025-10-13T23:58:26.119587] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SD'.
[2025-10-13T23:58:26.119866] [INFO ] [FORECASTER] Starting predict_future for SD
[2025-10-13T23:58:26.144022] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:26.144730] [DEBUG] [LOCAL     ] No optimal features file found for SD: ./output/feature-sets/SD.txt
[2025-10-13T23:58:26.144784] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:26.144817] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:26.144845] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:26.144901] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:26.161724] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:26.162243] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:26.162321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:26.162353] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:26.197034] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:26.197111] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:26.197146] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:26.197194] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:26.200186] [DEBUG] [FORECASTER] SD: Forecast T+1@11:T+2@11: DOWN (p=9.83%)
[2025-10-13T23:58:26.200429] [INFO ] [FORECASTER] Completed predict_future for SD
[2025-10-13T23:58:26.200554] [INFO ] [sig       ] SD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:26.337756] [INFO ] [LOCAL     ] Saved forecast: SD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SD.txt
[2025-10-13T23:58:26.337961] [INFO ] [sig       ] [1357/1810] Completed SD in 0.2s | 4.15 sym/s | Total: 5.4m | ETA: 1.8m
[2025-10-13T23:58:26.338002] [INFO ] [sig       ] [1358/1810] Forecasting SDHC...
[2025-10-13T23:58:26.338032] [INFO ] [sig       ] Generating forecast for: SDHC
[2025-10-13T23:58:26.338063] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDHC' from 'https://tdm.silogroup.org/data/derivative_storage/SDHC.csv'.
[2025-10-13T23:58:26.346268] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDHC'.
[2025-10-13T23:58:26.346527] [INFO ] [FORECASTER] Starting predict_future for SDHC
[2025-10-13T23:58:26.370868] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:26.371515] [DEBUG] [LOCAL     ] No optimal features file found for SDHC: ./output/feature-sets/SDHC.txt
[2025-10-13T23:58:26.371568] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:26.371600] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:26.371628] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:26.371721] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:26.388436] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:26.388987] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:26.389065] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:26.389098] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:26.422834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:26.422920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:26.422955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:26.422984] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:26.425979] [DEBUG] [FORECASTER] SDHC: Forecast T+1@11:T+2@11: DOWN (p=6.81%)
[2025-10-13T23:58:26.426227] [INFO ] [FORECASTER] Completed predict_future for SDHC
[2025-10-13T23:58:26.426358] [INFO ] [sig       ] SDHC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:26.564362] [INFO ] [LOCAL     ] Saved forecast: SDHC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SDHC.txt
[2025-10-13T23:58:26.564583] [INFO ] [sig       ] [1358/1810] Completed SDHC in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:26.564624] [INFO ] [sig       ] [1359/1810] Forecasting SDHY...
[2025-10-13T23:58:26.564691] [INFO ] [sig       ] Generating forecast for: SDHY
[2025-10-13T23:58:26.564738] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDHY' from 'https://tdm.silogroup.org/data/derivative_storage/SDHY.csv'.
[2025-10-13T23:58:26.573408] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDHY'.
[2025-10-13T23:58:26.573683] [INFO ] [FORECASTER] Starting predict_future for SDHY
[2025-10-13T23:58:26.598010] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:26.598717] [DEBUG] [LOCAL     ] No optimal features file found for SDHY: ./output/feature-sets/SDHY.txt
[2025-10-13T23:58:26.598773] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:26.598808] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:26.598837] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:26.598912] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:26.615709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:26.616238] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:26.616349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:26.616388] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:26.654339] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:26.654507] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:26.654568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:26.654623] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:26.658147] [DEBUG] [FORECASTER] SDHY: Forecast T+1@11:T+2@11: UP (p=62.75%)
[2025-10-13T23:58:26.658407] [INFO ] [FORECASTER] Completed predict_future for SDHY
[2025-10-13T23:58:26.658549] [INFO ] [sig       ] SDHY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:26.796705] [INFO ] [LOCAL     ] Saved forecast: SDHY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SDHY.txt
[2025-10-13T23:58:26.796917] [INFO ] [sig       ] [1359/1810] Completed SDHY in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:26.796961] [INFO ] [sig       ] [1360/1810] Forecasting SDRL...
[2025-10-13T23:58:26.796993] [INFO ] [sig       ] Generating forecast for: SDRL
[2025-10-13T23:58:26.797025] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SDRL' from 'https://tdm.silogroup.org/data/derivative_storage/SDRL.csv'.
[2025-10-13T23:58:26.806016] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SDRL'.
[2025-10-13T23:58:26.806276] [INFO ] [FORECASTER] Starting predict_future for SDRL
[2025-10-13T23:58:26.830735] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:26.831415] [DEBUG] [LOCAL     ] No optimal features file found for SDRL: ./output/feature-sets/SDRL.txt
[2025-10-13T23:58:26.831470] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:26.831504] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:26.831532] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:26.831589] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:26.848498] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:26.849047] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:26.849126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:26.849160] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:26.883359] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:26.883436] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:26.883472] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:26.883501] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:26.886483] [DEBUG] [FORECASTER] SDRL: Forecast T+1@11:T+2@11: UP (p=71.22%)
[2025-10-13T23:58:26.886771] [INFO ] [FORECASTER] Completed predict_future for SDRL
[2025-10-13T23:58:26.886908] [INFO ] [sig       ] SDRL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:27.029386] [INFO ] [LOCAL     ] Saved forecast: SDRL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SDRL.txt
[2025-10-13T23:58:27.029611] [INFO ] [sig       ] [1360/1810] Completed SDRL in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:27.029686] [INFO ] [sig       ] [1361/1810] Forecasting SE...
[2025-10-13T23:58:27.029736] [INFO ] [sig       ] Generating forecast for: SE
[2025-10-13T23:58:27.029772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SE' from 'https://tdm.silogroup.org/data/derivative_storage/SE.csv'.
[2025-10-13T23:58:27.039371] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SE'.
[2025-10-13T23:58:27.039723] [INFO ] [FORECASTER] Starting predict_future for SE
[2025-10-13T23:58:27.065612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:27.066398] [DEBUG] [LOCAL     ] No optimal features file found for SE: ./output/feature-sets/SE.txt
[2025-10-13T23:58:27.066456] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:27.066491] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:27.066520] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:27.066578] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:27.083744] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:27.084440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:27.084523] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:27.084557] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:27.119587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:27.119702] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:27.119752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:27.119783] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:27.122840] [DEBUG] [FORECASTER] SE: Forecast T+1@11:T+2@11: DOWN (p=2.29%)
[2025-10-13T23:58:27.123098] [INFO ] [FORECASTER] Completed predict_future for SE
[2025-10-13T23:58:27.123224] [INFO ] [sig       ] SE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:27.264686] [INFO ] [LOCAL     ] Saved forecast: SE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SE.txt
[2025-10-13T23:58:27.264917] [INFO ] [sig       ] [1361/1810] Completed SE in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:27.264959] [INFO ] [sig       ] [1362/1810] Forecasting SEE...
[2025-10-13T23:58:27.264989] [INFO ] [sig       ] Generating forecast for: SEE
[2025-10-13T23:58:27.265021] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEE' from 'https://tdm.silogroup.org/data/derivative_storage/SEE.csv'.
[2025-10-13T23:58:27.273400] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEE'.
[2025-10-13T23:58:27.273693] [INFO ] [FORECASTER] Starting predict_future for SEE
[2025-10-13T23:58:27.298457] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:27.299194] [DEBUG] [LOCAL     ] No optimal features file found for SEE: ./output/feature-sets/SEE.txt
[2025-10-13T23:58:27.299249] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:27.299283] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:27.299312] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:27.299370] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:27.316616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:27.317209] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:27.317293] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:27.317326] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:27.349955] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:27.350109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:27.350151] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:27.350180] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:27.355452] [DEBUG] [FORECASTER] SEE: Forecast T+1@11:T+2@11: UP (p=99.31%)
[2025-10-13T23:58:27.355797] [INFO ] [FORECASTER] Completed predict_future for SEE
[2025-10-13T23:58:27.355943] [INFO ] [sig       ] SEE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:27.499166] [INFO ] [LOCAL     ] Saved forecast: SEE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SEE.txt
[2025-10-13T23:58:27.499374] [INFO ] [sig       ] [1362/1810] Completed SEE in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:27.499423] [INFO ] [sig       ] [1363/1810] Forecasting SEG...
[2025-10-13T23:58:27.499631] [INFO ] [sig       ] Generating forecast for: SEG
[2025-10-13T23:58:27.499702] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEG' from 'https://tdm.silogroup.org/data/derivative_storage/SEG.csv'.
[2025-10-13T23:58:27.508935] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEG'.
[2025-10-13T23:58:27.509215] [INFO ] [FORECASTER] Starting predict_future for SEG
[2025-10-13T23:58:27.534619] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:27.535505] [DEBUG] [LOCAL     ] No optimal features file found for SEG: ./output/feature-sets/SEG.txt
[2025-10-13T23:58:27.535559] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:27.535593] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:27.535621] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:27.535707] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:27.553988] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:27.554558] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:27.554639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:27.554715] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:27.587538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:27.587628] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:27.587702] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:27.587744] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:27.593880] [DEBUG] [FORECASTER] SEG: Forecast T+1@11:T+2@11: UP (p=71.03%)
[2025-10-13T23:58:27.594198] [INFO ] [FORECASTER] Completed predict_future for SEG
[2025-10-13T23:58:27.594345] [INFO ] [sig       ] SEG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:27.739566] [INFO ] [LOCAL     ] Saved forecast: SEG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SEG.txt
[2025-10-13T23:58:27.739794] [INFO ] [sig       ] [1363/1810] Completed SEG in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:27.739853] [INFO ] [sig       ] [1364/1810] Forecasting SEI...
[2025-10-13T23:58:27.739886] [INFO ] [sig       ] Generating forecast for: SEI
[2025-10-13T23:58:27.739918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEI' from 'https://tdm.silogroup.org/data/derivative_storage/SEI.csv'.
[2025-10-13T23:58:27.748679] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEI'.
[2025-10-13T23:58:27.748969] [INFO ] [FORECASTER] Starting predict_future for SEI
[2025-10-13T23:58:27.774298] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:27.775066] [DEBUG] [LOCAL     ] No optimal features file found for SEI: ./output/feature-sets/SEI.txt
[2025-10-13T23:58:27.775123] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:27.775158] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:27.775190] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:27.775249] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:27.793222] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:27.793797] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:27.793876] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:27.793911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:27.827442] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:27.827562] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:27.827607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:27.827683] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:27.830752] [DEBUG] [FORECASTER] SEI: Forecast T+1@11:T+2@11: UP (p=90.02%)
[2025-10-13T23:58:27.831004] [INFO ] [FORECASTER] Completed predict_future for SEI
[2025-10-13T23:58:27.831124] [INFO ] [sig       ] SEI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:27.972546] [INFO ] [LOCAL     ] Saved forecast: SEI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SEI.txt
[2025-10-13T23:58:27.972798] [INFO ] [sig       ] [1364/1810] Completed SEI in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:27.972859] [INFO ] [sig       ] [1365/1810] Forecasting SEM...
[2025-10-13T23:58:27.972893] [INFO ] [sig       ] Generating forecast for: SEM
[2025-10-13T23:58:27.972926] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEM' from 'https://tdm.silogroup.org/data/derivative_storage/SEM.csv'.
[2025-10-13T23:58:27.981273] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEM'.
[2025-10-13T23:58:27.981544] [INFO ] [FORECASTER] Starting predict_future for SEM
[2025-10-13T23:58:28.007075] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:28.007876] [DEBUG] [LOCAL     ] No optimal features file found for SEM: ./output/feature-sets/SEM.txt
[2025-10-13T23:58:28.007933] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:28.007967] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:28.008001] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:28.008059] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:28.025967] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:28.026569] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:28.026673] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:28.026731] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:28.060327] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:28.060429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:28.060468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:28.060500] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:28.063706] [DEBUG] [FORECASTER] SEM: Forecast T+1@11:T+2@11: UP (p=68.34%)
[2025-10-13T23:58:28.063970] [INFO ] [FORECASTER] Completed predict_future for SEM
[2025-10-13T23:58:28.064098] [INFO ] [sig       ] SEM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:28.206359] [INFO ] [LOCAL     ] Saved forecast: SEM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SEM.txt
[2025-10-13T23:58:28.206564] [INFO ] [sig       ] [1365/1810] Completed SEM in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:28.206668] [INFO ] [sig       ] [1366/1810] Forecasting SEMR...
[2025-10-13T23:58:28.206722] [INFO ] [sig       ] Generating forecast for: SEMR
[2025-10-13T23:58:28.206759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SEMR' from 'https://tdm.silogroup.org/data/derivative_storage/SEMR.csv'.
[2025-10-13T23:58:28.215318] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SEMR'.
[2025-10-13T23:58:28.215610] [INFO ] [FORECASTER] Starting predict_future for SEMR
[2025-10-13T23:58:28.240493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:28.241242] [DEBUG] [LOCAL     ] No optimal features file found for SEMR: ./output/feature-sets/SEMR.txt
[2025-10-13T23:58:28.241297] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:28.241331] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:28.241359] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:28.241418] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:28.259449] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:28.260025] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:28.260105] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:28.260139] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:28.297394] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:28.297521] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:28.297585] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:28.297674] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:28.300758] [DEBUG] [FORECASTER] SEMR: Forecast T+1@11:T+2@11: UP (p=92.70%)
[2025-10-13T23:58:28.301012] [INFO ] [FORECASTER] Completed predict_future for SEMR
[2025-10-13T23:58:28.301137] [INFO ] [sig       ] SEMR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:28.443346] [INFO ] [LOCAL     ] Saved forecast: SEMR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SEMR.txt
[2025-10-13T23:58:28.443572] [INFO ] [sig       ] [1366/1810] Completed SEMR in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:28.443614] [INFO ] [sig       ] [1367/1810] Forecasting SES...
[2025-10-13T23:58:28.443670] [INFO ] [sig       ] Generating forecast for: SES
[2025-10-13T23:58:28.443726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SES' from 'https://tdm.silogroup.org/data/derivative_storage/SES.csv'.
[2025-10-13T23:58:28.452564] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SES'.
[2025-10-13T23:58:28.452861] [INFO ] [FORECASTER] Starting predict_future for SES
[2025-10-13T23:58:28.478325] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:28.479103] [DEBUG] [LOCAL     ] No optimal features file found for SES: ./output/feature-sets/SES.txt
[2025-10-13T23:58:28.479159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:28.479195] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:28.479224] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:28.479282] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:28.497030] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:28.497603] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:28.497705] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:28.497752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:28.535765] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:28.535861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:28.535899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:28.535930] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:28.539084] [DEBUG] [FORECASTER] SES: Forecast T+1@11:T+2@11: UP (p=97.03%)
[2025-10-13T23:58:28.539387] [INFO ] [FORECASTER] Completed predict_future for SES
[2025-10-13T23:58:28.539527] [INFO ] [sig       ] SES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:28.682381] [INFO ] [LOCAL     ] Saved forecast: SES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SES.txt
[2025-10-13T23:58:28.682609] [INFO ] [sig       ] [1367/1810] Completed SES in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:28.682678] [INFO ] [sig       ] [1368/1810] Forecasting SF...
[2025-10-13T23:58:28.682729] [INFO ] [sig       ] Generating forecast for: SF
[2025-10-13T23:58:28.682763] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SF' from 'https://tdm.silogroup.org/data/derivative_storage/SF.csv'.
[2025-10-13T23:58:28.692534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SF'.
[2025-10-13T23:58:28.692931] [INFO ] [FORECASTER] Starting predict_future for SF
[2025-10-13T23:58:28.722174] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:28.723097] [DEBUG] [LOCAL     ] No optimal features file found for SF: ./output/feature-sets/SF.txt
[2025-10-13T23:58:28.723157] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:28.723193] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:28.723221] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:28.723278] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:28.740436] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:28.741099] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:28.741180] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:28.741213] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:28.776615] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:28.776816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:28.776865] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:28.776895] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:28.780576] [DEBUG] [FORECASTER] SF: Forecast T+1@11:T+2@11: UP (p=87.10%)
[2025-10-13T23:58:28.780884] [INFO ] [FORECASTER] Completed predict_future for SF
[2025-10-13T23:58:28.781036] [INFO ] [sig       ] SF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:28.920211] [INFO ] [LOCAL     ] Saved forecast: SF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SF.txt
[2025-10-13T23:58:28.920460] [INFO ] [sig       ] [1368/1810] Completed SF in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:28.920519] [INFO ] [sig       ] [1369/1810] Forecasting SFB...
[2025-10-13T23:58:28.920552] [INFO ] [sig       ] Generating forecast for: SFB
[2025-10-13T23:58:28.920586] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFB' from 'https://tdm.silogroup.org/data/derivative_storage/SFB.csv'.
[2025-10-13T23:58:28.929932] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFB'.
[2025-10-13T23:58:28.930256] [INFO ] [FORECASTER] Starting predict_future for SFB
[2025-10-13T23:58:28.955397] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:28.956157] [DEBUG] [LOCAL     ] No optimal features file found for SFB: ./output/feature-sets/SFB.txt
[2025-10-13T23:58:28.956211] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:28.956244] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:28.956272] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:28.956328] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:28.974262] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:28.974849] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:28.974933] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:28.974968] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:29.009452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:29.009566] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:29.009604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:29.009633] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:29.012887] [DEBUG] [FORECASTER] SFB: Forecast T+1@11:T+2@11: DOWN (p=15.68%)
[2025-10-13T23:58:29.013149] [INFO ] [FORECASTER] Completed predict_future for SFB
[2025-10-13T23:58:29.013282] [INFO ] [sig       ] SFB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:29.156086] [INFO ] [LOCAL     ] Saved forecast: SFB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SFB.txt
[2025-10-13T23:58:29.156301] [INFO ] [sig       ] [1369/1810] Completed SFB in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:29.156351] [INFO ] [sig       ] [1370/1810] Forecasting SFBS...
[2025-10-13T23:58:29.156384] [INFO ] [sig       ] Generating forecast for: SFBS
[2025-10-13T23:58:29.156416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFBS' from 'https://tdm.silogroup.org/data/derivative_storage/SFBS.csv'.
[2025-10-13T23:58:29.165176] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFBS'.
[2025-10-13T23:58:29.165464] [INFO ] [FORECASTER] Starting predict_future for SFBS
[2025-10-13T23:58:29.190599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:29.191288] [DEBUG] [LOCAL     ] No optimal features file found for SFBS: ./output/feature-sets/SFBS.txt
[2025-10-13T23:58:29.191347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:29.191380] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:29.191408] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:29.191464] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:29.209147] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:29.209805] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:29.209888] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:29.209922] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:29.247312] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:29.247406] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:29.247443] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:29.247497] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:29.250836] [DEBUG] [FORECASTER] SFBS: Forecast T+1@11:T+2@11: UP (p=90.29%)
[2025-10-13T23:58:29.251095] [INFO ] [FORECASTER] Completed predict_future for SFBS
[2025-10-13T23:58:29.251227] [INFO ] [sig       ] SFBS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:29.393151] [INFO ] [LOCAL     ] Saved forecast: SFBS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SFBS.txt
[2025-10-13T23:58:29.393371] [INFO ] [sig       ] [1370/1810] Completed SFBS in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:29.393412] [INFO ] [sig       ] [1371/1810] Forecasting SFL...
[2025-10-13T23:58:29.393441] [INFO ] [sig       ] Generating forecast for: SFL
[2025-10-13T23:58:29.393472] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SFL' from 'https://tdm.silogroup.org/data/derivative_storage/SFL.csv'.
[2025-10-13T23:58:29.402062] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SFL'.
[2025-10-13T23:58:29.402318] [INFO ] [FORECASTER] Starting predict_future for SFL
[2025-10-13T23:58:29.427059] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:29.427839] [DEBUG] [LOCAL     ] No optimal features file found for SFL: ./output/feature-sets/SFL.txt
[2025-10-13T23:58:29.427895] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:29.427930] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:29.427960] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:29.428022] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:29.445869] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:29.446415] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:29.446502] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:29.446538] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:29.482173] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:29.482263] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:29.482298] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:29.482348] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:29.485388] [DEBUG] [FORECASTER] SFL: Forecast T+1@11:T+2@11: DOWN (p=3.43%)
[2025-10-13T23:58:29.485635] [INFO ] [FORECASTER] Completed predict_future for SFL
[2025-10-13T23:58:29.485799] [INFO ] [sig       ] SFL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:29.626436] [INFO ] [LOCAL     ] Saved forecast: SFL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SFL.txt
[2025-10-13T23:58:29.626685] [INFO ] [sig       ] [1371/1810] Completed SFL in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:29.626746] [INFO ] [sig       ] [1372/1810] Forecasting SG...
[2025-10-13T23:58:29.626779] [INFO ] [sig       ] Generating forecast for: SG
[2025-10-13T23:58:29.626812] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SG' from 'https://tdm.silogroup.org/data/derivative_storage/SG.csv'.
[2025-10-13T23:58:29.635199] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SG'.
[2025-10-13T23:58:29.635502] [INFO ] [FORECASTER] Starting predict_future for SG
[2025-10-13T23:58:29.660995] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:29.661639] [DEBUG] [LOCAL     ] No optimal features file found for SG: ./output/feature-sets/SG.txt
[2025-10-13T23:58:29.661726] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:29.661760] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:29.661787] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:29.661901] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:29.678974] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:29.679529] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:29.679608] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:29.679663] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:29.720324] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:29.720459] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:29.720524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:29.720578] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:29.723928] [DEBUG] [FORECASTER] SG: Forecast T+1@11:T+2@11: DOWN (p=7.52%)
[2025-10-13T23:58:29.724204] [INFO ] [FORECASTER] Completed predict_future for SG
[2025-10-13T23:58:29.724341] [INFO ] [sig       ] SG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:29.863762] [INFO ] [LOCAL     ] Saved forecast: SG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SG.txt
[2025-10-13T23:58:29.864001] [INFO ] [sig       ] [1372/1810] Completed SG in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:29.864043] [INFO ] [sig       ] [1373/1810] Forecasting SGHC...
[2025-10-13T23:58:29.864073] [INFO ] [sig       ] Generating forecast for: SGHC
[2025-10-13T23:58:29.864105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SGHC' from 'https://tdm.silogroup.org/data/derivative_storage/SGHC.csv'.
[2025-10-13T23:58:29.873546] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SGHC'.
[2025-10-13T23:58:29.873834] [INFO ] [FORECASTER] Starting predict_future for SGHC
[2025-10-13T23:58:29.900118] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:29.901011] [DEBUG] [LOCAL     ] No optimal features file found for SGHC: ./output/feature-sets/SGHC.txt
[2025-10-13T23:58:29.901068] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:29.901104] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:29.901133] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:29.901192] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:29.919148] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:29.920055] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:29.920145] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:29.920182] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:29.958997] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:29.959182] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:29.959225] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:29.959255] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:29.962975] [DEBUG] [FORECASTER] SGHC: Forecast T+1@11:T+2@11: DOWN (p=33.45%)
[2025-10-13T23:58:29.963267] [INFO ] [FORECASTER] Completed predict_future for SGHC
[2025-10-13T23:58:29.963424] [INFO ] [sig       ] SGHC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:30.110847] [INFO ] [LOCAL     ] Saved forecast: SGHC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SGHC.txt
[2025-10-13T23:58:30.111128] [INFO ] [sig       ] [1373/1810] Completed SGHC in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.8m
[2025-10-13T23:58:30.111186] [INFO ] [sig       ] [1374/1810] Forecasting SGU...
[2025-10-13T23:58:30.111219] [INFO ] [sig       ] Generating forecast for: SGU
[2025-10-13T23:58:30.111253] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SGU' from 'https://tdm.silogroup.org/data/derivative_storage/SGU.csv'.
[2025-10-13T23:58:30.120440] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SGU'.
[2025-10-13T23:58:30.120801] [INFO ] [FORECASTER] Starting predict_future for SGU
[2025-10-13T23:58:30.145375] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:30.146080] [DEBUG] [LOCAL     ] No optimal features file found for SGU: ./output/feature-sets/SGU.txt
[2025-10-13T23:58:30.146134] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:30.146168] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:30.146196] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:30.146253] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:30.162906] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:30.163424] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:30.163500] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:30.163533] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:30.197520] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:30.197669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:30.197729] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:30.197762] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:30.200974] [DEBUG] [FORECASTER] SGU: Forecast T+1@11:T+2@11: UP (p=94.89%)
[2025-10-13T23:58:30.201251] [INFO ] [FORECASTER] Completed predict_future for SGU
[2025-10-13T23:58:30.201387] [INFO ] [sig       ] SGU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:30.339215] [INFO ] [LOCAL     ] Saved forecast: SGU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SGU.txt
[2025-10-13T23:58:30.339455] [INFO ] [sig       ] [1374/1810] Completed SGU in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:30.339497] [INFO ] [sig       ] [1375/1810] Forecasting SHAK...
[2025-10-13T23:58:30.339527] [INFO ] [sig       ] Generating forecast for: SHAK
[2025-10-13T23:58:30.339560] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHAK' from 'https://tdm.silogroup.org/data/derivative_storage/SHAK.csv'.
[2025-10-13T23:58:30.348403] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHAK'.
[2025-10-13T23:58:30.348768] [INFO ] [FORECASTER] Starting predict_future for SHAK
[2025-10-13T23:58:30.373277] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:30.374087] [DEBUG] [LOCAL     ] No optimal features file found for SHAK: ./output/feature-sets/SHAK.txt
[2025-10-13T23:58:30.374141] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:30.374175] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:30.374202] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:30.374259] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:30.391004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:30.391677] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:30.391764] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:30.391798] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:30.427691] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:30.427871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:30.428347] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:30.428387] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:30.432925] [DEBUG] [FORECASTER] SHAK: Forecast T+1@11:T+2@11: DOWN (p=35.71%)
[2025-10-13T23:58:30.433240] [INFO ] [FORECASTER] Completed predict_future for SHAK
[2025-10-13T23:58:30.433386] [INFO ] [sig       ] SHAK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:30.571906] [INFO ] [LOCAL     ] Saved forecast: SHAK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SHAK.txt
[2025-10-13T23:58:30.572127] [INFO ] [sig       ] [1375/1810] Completed SHAK in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:30.572168] [INFO ] [sig       ] [1376/1810] Forecasting SHCO...
[2025-10-13T23:58:30.572198] [INFO ] [sig       ] Generating forecast for: SHCO
[2025-10-13T23:58:30.572229] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHCO' from 'https://tdm.silogroup.org/data/derivative_storage/SHCO.csv'.
[2025-10-13T23:58:30.581807] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHCO'.
[2025-10-13T23:58:30.582160] [INFO ] [FORECASTER] Starting predict_future for SHCO
[2025-10-13T23:58:30.607804] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:30.608568] [DEBUG] [LOCAL     ] No optimal features file found for SHCO: ./output/feature-sets/SHCO.txt
[2025-10-13T23:58:30.608623] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:30.608715] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:30.608789] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:30.608848] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:30.626302] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:30.626918] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:30.627002] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:30.627037] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:30.664162] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:30.664284] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:30.664325] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:30.664363] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:30.667717] [DEBUG] [FORECASTER] SHCO: Forecast T+1@11:T+2@11: UP (p=82.06%)
[2025-10-13T23:58:30.667981] [INFO ] [FORECASTER] Completed predict_future for SHCO
[2025-10-13T23:58:30.668113] [INFO ] [sig       ] SHCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:30.813607] [INFO ] [LOCAL     ] Saved forecast: SHCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SHCO.txt
[2025-10-13T23:58:30.813884] [INFO ] [sig       ] [1376/1810] Completed SHCO in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:30.813946] [INFO ] [sig       ] [1377/1810] Forecasting SHEL...
[2025-10-13T23:58:30.813982] [INFO ] [sig       ] Generating forecast for: SHEL
[2025-10-13T23:58:30.814016] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHEL' from 'https://tdm.silogroup.org/data/derivative_storage/SHEL.csv'.
[2025-10-13T23:58:30.822596] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHEL'.
[2025-10-13T23:58:30.822935] [INFO ] [FORECASTER] Starting predict_future for SHEL
[2025-10-13T23:58:30.851988] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:30.852769] [DEBUG] [LOCAL     ] No optimal features file found for SHEL: ./output/feature-sets/SHEL.txt
[2025-10-13T23:58:30.852830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:30.852865] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:30.852894] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:30.852951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:30.871212] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:30.871919] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:30.872011] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:30.872057] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:30.909001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:30.909123] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:30.909172] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:30.909204] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:30.912519] [DEBUG] [FORECASTER] SHEL: Forecast T+1@11:T+2@11: UP (p=67.63%)
[2025-10-13T23:58:30.912838] [INFO ] [FORECASTER] Completed predict_future for SHEL
[2025-10-13T23:58:30.913006] [INFO ] [sig       ] SHEL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:31.053918] [INFO ] [LOCAL     ] Saved forecast: SHEL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SHEL.txt
[2025-10-13T23:58:31.054175] [INFO ] [sig       ] [1377/1810] Completed SHEL in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:31.054217] [INFO ] [sig       ] [1378/1810] Forecasting SHG...
[2025-10-13T23:58:31.054253] [INFO ] [sig       ] Generating forecast for: SHG
[2025-10-13T23:58:31.054285] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHG' from 'https://tdm.silogroup.org/data/derivative_storage/SHG.csv'.
[2025-10-13T23:58:31.064377] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHG'.
[2025-10-13T23:58:31.064759] [INFO ] [FORECASTER] Starting predict_future for SHG
[2025-10-13T23:58:31.089169] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:31.089865] [DEBUG] [LOCAL     ] No optimal features file found for SHG: ./output/feature-sets/SHG.txt
[2025-10-13T23:58:31.089919] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:31.089952] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:31.089980] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:31.090042] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:31.106882] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:31.107410] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:31.107503] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:31.107555] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:31.143786] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:31.143875] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:31.143911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:31.143939] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:31.146968] [DEBUG] [FORECASTER] SHG: Forecast T+1@11:T+2@11: UP (p=85.84%)
[2025-10-13T23:58:31.147215] [INFO ] [FORECASTER] Completed predict_future for SHG
[2025-10-13T23:58:31.147344] [INFO ] [sig       ] SHG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:31.285024] [INFO ] [LOCAL     ] Saved forecast: SHG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SHG.txt
[2025-10-13T23:58:31.285262] [INFO ] [sig       ] [1378/1810] Completed SHG in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:31.285303] [INFO ] [sig       ] [1379/1810] Forecasting SHO...
[2025-10-13T23:58:31.285333] [INFO ] [sig       ] Generating forecast for: SHO
[2025-10-13T23:58:31.285366] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHO' from 'https://tdm.silogroup.org/data/derivative_storage/SHO.csv'.
[2025-10-13T23:58:31.294678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHO'.
[2025-10-13T23:58:31.295042] [INFO ] [FORECASTER] Starting predict_future for SHO
[2025-10-13T23:58:31.320038] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:31.320756] [DEBUG] [LOCAL     ] No optimal features file found for SHO: ./output/feature-sets/SHO.txt
[2025-10-13T23:58:31.320812] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:31.320845] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:31.320873] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:31.320930] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:31.337755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:31.338326] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:31.338410] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:31.338444] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:31.374735] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:31.374847] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:31.374886] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:31.374915] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:31.378093] [DEBUG] [FORECASTER] SHO: Forecast T+1@11:T+2@11: DOWN (p=22.51%)
[2025-10-13T23:58:31.378357] [INFO ] [FORECASTER] Completed predict_future for SHO
[2025-10-13T23:58:31.378498] [INFO ] [sig       ] SHO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:31.516768] [INFO ] [LOCAL     ] Saved forecast: SHO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SHO.txt
[2025-10-13T23:58:31.517013] [INFO ] [sig       ] [1379/1810] Completed SHO in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:31.517060] [INFO ] [sig       ] [1380/1810] Forecasting SHOC...
[2025-10-13T23:58:31.517091] [INFO ] [sig       ] Generating forecast for: SHOC
[2025-10-13T23:58:31.517123] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHOC' from 'https://tdm.silogroup.org/data/derivative_storage/SHOC.csv'.
[2025-10-13T23:58:31.526206] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SHOC'.
[2025-10-13T23:58:31.526598] [INFO ] [FORECASTER] Starting predict_future for SHOC
[2025-10-13T23:58:31.551589] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:31.552349] [DEBUG] [LOCAL     ] No optimal features file found for SHOC: ./output/feature-sets/SHOC.txt
[2025-10-13T23:58:31.552403] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:31.552437] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:31.552465] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:31.552521] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:31.569304] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:31.569940] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:31.570022] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:31.570055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:31.606795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:31.606935] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:31.607001] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:31.607056] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:31.610724] [DEBUG] [FORECASTER] SHOC: Forecast T+1@11:T+2@11: UP (p=96.34%)
[2025-10-13T23:58:31.611040] [INFO ] [FORECASTER] Completed predict_future for SHOC
[2025-10-13T23:58:31.611188] [INFO ] [sig       ] SHOC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:31.751890] [INFO ] [LOCAL     ] Saved forecast: SHOC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SHOC.txt
[2025-10-13T23:58:31.752122] [INFO ] [sig       ] [1380/1810] Completed SHOC in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:31.752165] [INFO ] [sig       ] [1381/1810] Forecasting SHW...
[2025-10-13T23:58:31.752196] [INFO ] [sig       ] Generating forecast for: SHW
[2025-10-13T23:58:31.752228] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SHW' from 'https://tdm.silogroup.org/data/derivative_storage/SHW.csv'.
[2025-10-13T23:58:31.761931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SHW'.
[2025-10-13T23:58:31.762302] [INFO ] [FORECASTER] Starting predict_future for SHW
[2025-10-13T23:58:31.788552] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:31.789355] [DEBUG] [LOCAL     ] No optimal features file found for SHW: ./output/feature-sets/SHW.txt
[2025-10-13T23:58:31.789410] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:31.789444] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:31.789472] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:31.789528] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:31.806409] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:31.807064] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:31.807146] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:31.807181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:31.845725] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:31.845913] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:31.845958] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:31.845988] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:31.849580] [DEBUG] [FORECASTER] SHW: Forecast T+1@11:T+2@11: UP (p=96.44%)
[2025-10-13T23:58:31.849885] [INFO ] [FORECASTER] Completed predict_future for SHW
[2025-10-13T23:58:31.850024] [INFO ] [sig       ] SHW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:31.990854] [INFO ] [LOCAL     ] Saved forecast: SHW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SHW.txt
[2025-10-13T23:58:31.991147] [INFO ] [sig       ] [1381/1810] Completed SHW in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:31.991192] [INFO ] [sig       ] [1382/1810] Forecasting SID...
[2025-10-13T23:58:31.991223] [INFO ] [sig       ] Generating forecast for: SID
[2025-10-13T23:58:31.991255] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SID' from 'https://tdm.silogroup.org/data/derivative_storage/SID.csv'.
[2025-10-13T23:58:32.000510] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SID'.
[2025-10-13T23:58:32.000878] [INFO ] [FORECASTER] Starting predict_future for SID
[2025-10-13T23:58:32.025966] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:32.026847] [DEBUG] [LOCAL     ] No optimal features file found for SID: ./output/feature-sets/SID.txt
[2025-10-13T23:58:32.026908] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:32.026943] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:32.026971] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:32.027029] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:32.044614] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:32.045436] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:32.045526] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:32.045562] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:32.081241] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:32.081421] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:32.081462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:32.081491] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:32.084979] [DEBUG] [FORECASTER] SID: Forecast T+1@11:T+2@11: DOWN (p=18.96%)
[2025-10-13T23:58:32.085256] [INFO ] [FORECASTER] Completed predict_future for SID
[2025-10-13T23:58:32.085390] [INFO ] [sig       ] SID: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:32.226514] [INFO ] [LOCAL     ] Saved forecast: SID	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SID.txt
[2025-10-13T23:58:32.226799] [INFO ] [sig       ] [1382/1810] Completed SID in 0.2s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:32.226860] [INFO ] [sig       ] [1383/1810] Forecasting SIG...
[2025-10-13T23:58:32.226894] [INFO ] [sig       ] Generating forecast for: SIG
[2025-10-13T23:58:32.226927] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SIG' from 'https://tdm.silogroup.org/data/derivative_storage/SIG.csv'.
[2025-10-13T23:58:32.236088] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SIG'.
[2025-10-13T23:58:32.236440] [INFO ] [FORECASTER] Starting predict_future for SIG
[2025-10-13T23:58:32.273639] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:32.274851] [DEBUG] [LOCAL     ] No optimal features file found for SIG: ./output/feature-sets/SIG.txt
[2025-10-13T23:58:32.274923] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:32.274975] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:32.275023] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:32.275117] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:32.293368] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:32.294173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:32.294255] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:32.294289] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:32.331239] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:32.331422] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:32.331466] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:32.331497] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:32.335069] [DEBUG] [FORECASTER] SIG: Forecast T+1@11:T+2@11: UP (p=64.55%)
[2025-10-13T23:58:32.335345] [INFO ] [FORECASTER] Completed predict_future for SIG
[2025-10-13T23:58:32.335482] [INFO ] [sig       ] SIG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:32.484402] [INFO ] [LOCAL     ] Saved forecast: SIG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SIG.txt
[2025-10-13T23:58:32.484703] [INFO ] [sig       ] [1383/1810] Completed SIG in 0.3s | 4.15 sym/s | Total: 5.5m | ETA: 1.7m
[2025-10-13T23:58:32.484764] [INFO ] [sig       ] [1384/1810] Forecasting SII...
[2025-10-13T23:58:32.484809] [INFO ] [sig       ] Generating forecast for: SII
[2025-10-13T23:58:32.484843] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SII' from 'https://tdm.silogroup.org/data/derivative_storage/SII.csv'.
[2025-10-13T23:58:32.493343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SII'.
[2025-10-13T23:58:32.493692] [INFO ] [FORECASTER] Starting predict_future for SII
[2025-10-13T23:58:32.520233] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:32.521041] [DEBUG] [LOCAL     ] No optimal features file found for SII: ./output/feature-sets/SII.txt
[2025-10-13T23:58:32.521098] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:32.521133] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:32.521164] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:32.521222] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:32.538849] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:32.539423] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:32.539504] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:32.539539] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:32.573780] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:32.573946] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:32.573988] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:32.574018] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:32.577386] [DEBUG] [FORECASTER] SII: Forecast T+1@11:T+2@11: UP (p=99.13%)
[2025-10-13T23:58:32.577717] [INFO ] [FORECASTER] Completed predict_future for SII
[2025-10-13T23:58:32.577861] [INFO ] [sig       ] SII: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:32.727553] [INFO ] [LOCAL     ] Saved forecast: SII	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SII.txt
[2025-10-13T23:58:32.727933] [INFO ] [sig       ] [1384/1810] Completed SII in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:32.727986] [INFO ] [sig       ] [1385/1810] Forecasting SILA...
[2025-10-13T23:58:32.728018] [INFO ] [sig       ] Generating forecast for: SILA
[2025-10-13T23:58:32.728051] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SILA' from 'https://tdm.silogroup.org/data/derivative_storage/SILA.csv'.
[2025-10-13T23:58:32.737402] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SILA'.
[2025-10-13T23:58:32.737747] [INFO ] [FORECASTER] Starting predict_future for SILA
[2025-10-13T23:58:32.763620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:32.764371] [DEBUG] [LOCAL     ] No optimal features file found for SILA: ./output/feature-sets/SILA.txt
[2025-10-13T23:58:32.764427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:32.764523] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:32.764562] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:32.764621] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:32.781957] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:32.782551] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:32.782634] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:32.782707] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:32.819825] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:32.820030] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:32.820112] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:32.820187] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:32.824692] [DEBUG] [FORECASTER] SILA: Forecast T+1@11:T+2@11: DOWN (p=36.65%)
[2025-10-13T23:58:32.825250] [INFO ] [FORECASTER] Completed predict_future for SILA
[2025-10-13T23:58:32.825453] [INFO ] [sig       ] SILA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:32.984067] [INFO ] [LOCAL     ] Saved forecast: SILA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SILA.txt
[2025-10-13T23:58:32.984333] [INFO ] [sig       ] [1385/1810] Completed SILA in 0.3s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:32.984395] [INFO ] [sig       ] [1386/1810] Forecasting SITC...
[2025-10-13T23:58:32.984430] [INFO ] [sig       ] Generating forecast for: SITC
[2025-10-13T23:58:32.984464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SITC' from 'https://tdm.silogroup.org/data/derivative_storage/SITC.csv'.
[2025-10-13T23:58:32.993004] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SITC'.
[2025-10-13T23:58:32.993262] [INFO ] [FORECASTER] Starting predict_future for SITC
[2025-10-13T23:58:33.020057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:33.020945] [DEBUG] [LOCAL     ] No optimal features file found for SITC: ./output/feature-sets/SITC.txt
[2025-10-13T23:58:33.021003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:33.021037] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:33.021065] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:33.021123] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:33.039346] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:33.040182] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:33.040267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:33.040303] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:33.077689] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:33.077871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:33.077914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:33.077944] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:33.081405] [DEBUG] [FORECASTER] SITC: Forecast T+1@11:T+2@11: DOWN (p=5.73%)
[2025-10-13T23:58:33.081713] [INFO ] [FORECASTER] Completed predict_future for SITC
[2025-10-13T23:58:33.081860] [INFO ] [sig       ] SITC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:33.226882] [INFO ] [LOCAL     ] Saved forecast: SITC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SITC.txt
[2025-10-13T23:58:33.227109] [INFO ] [sig       ] [1386/1810] Completed SITC in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:33.227152] [INFO ] [sig       ] [1387/1810] Forecasting SITE...
[2025-10-13T23:58:33.227183] [INFO ] [sig       ] Generating forecast for: SITE
[2025-10-13T23:58:33.227215] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SITE' from 'https://tdm.silogroup.org/data/derivative_storage/SITE.csv'.
[2025-10-13T23:58:33.235825] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SITE'.
[2025-10-13T23:58:33.236097] [INFO ] [FORECASTER] Starting predict_future for SITE
[2025-10-13T23:58:33.261359] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:33.262120] [DEBUG] [LOCAL     ] No optimal features file found for SITE: ./output/feature-sets/SITE.txt
[2025-10-13T23:58:33.262176] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:33.262211] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:33.262239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:33.262297] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:33.279682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:33.280251] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:33.280331] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:33.280366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:33.316283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:33.316392] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:33.316431] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:33.316460] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:33.320488] [DEBUG] [FORECASTER] SITE: Forecast T+1@11:T+2@11: DOWN (p=33.82%)
[2025-10-13T23:58:33.320837] [INFO ] [FORECASTER] Completed predict_future for SITE
[2025-10-13T23:58:33.320983] [INFO ] [sig       ] SITE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:33.471359] [INFO ] [LOCAL     ] Saved forecast: SITE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SITE.txt
[2025-10-13T23:58:33.471611] [INFO ] [sig       ] [1387/1810] Completed SITE in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:33.471688] [INFO ] [sig       ] [1388/1810] Forecasting SJM...
[2025-10-13T23:58:33.471734] [INFO ] [sig       ] Generating forecast for: SJM
[2025-10-13T23:58:33.471769] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SJM' from 'https://tdm.silogroup.org/data/derivative_storage/SJM.csv'.
[2025-10-13T23:58:33.481666] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SJM'.
[2025-10-13T23:58:33.482028] [INFO ] [FORECASTER] Starting predict_future for SJM
[2025-10-13T23:58:33.506925] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:33.507738] [DEBUG] [LOCAL     ] No optimal features file found for SJM: ./output/feature-sets/SJM.txt
[2025-10-13T23:58:33.507795] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:33.507829] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:33.507857] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:33.507914] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:33.525447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:33.526280] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:33.526369] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:33.526404] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:33.557787] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:33.557983] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:33.558061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:33.558105] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:33.561484] [DEBUG] [FORECASTER] SJM: Forecast T+1@11:T+2@11: DOWN (p=32.18%)
[2025-10-13T23:58:33.561801] [INFO ] [FORECASTER] Completed predict_future for SJM
[2025-10-13T23:58:33.561934] [INFO ] [sig       ] SJM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:33.703098] [INFO ] [LOCAL     ] Saved forecast: SJM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SJM.txt
[2025-10-13T23:58:33.703356] [INFO ] [sig       ] [1388/1810] Completed SJM in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:33.703399] [INFO ] [sig       ] [1389/1810] Forecasting SJT...
[2025-10-13T23:58:33.703431] [INFO ] [sig       ] Generating forecast for: SJT
[2025-10-13T23:58:33.703464] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SJT' from 'https://tdm.silogroup.org/data/derivative_storage/SJT.csv'.
[2025-10-13T23:58:33.712896] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SJT'.
[2025-10-13T23:58:33.713271] [INFO ] [FORECASTER] Starting predict_future for SJT
[2025-10-13T23:58:33.740104] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:33.741080] [DEBUG] [LOCAL     ] No optimal features file found for SJT: ./output/feature-sets/SJT.txt
[2025-10-13T23:58:33.741154] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:33.741215] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:33.741255] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:33.741343] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:33.763368] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:33.764350] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:33.764449] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:33.764490] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:33.797346] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:33.797541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:33.797598] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:33.797630] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:33.801308] [DEBUG] [FORECASTER] SJT: Forecast T+1@11:T+2@11: DOWN (p=11.21%)
[2025-10-13T23:58:33.801583] [INFO ] [FORECASTER] Completed predict_future for SJT
[2025-10-13T23:58:33.801747] [INFO ] [sig       ] SJT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:33.944352] [INFO ] [LOCAL     ] Saved forecast: SJT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SJT.txt
[2025-10-13T23:58:33.944582] [INFO ] [sig       ] [1389/1810] Completed SJT in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:33.944624] [INFO ] [sig       ] [1390/1810] Forecasting SKE...
[2025-10-13T23:58:33.944696] [INFO ] [sig       ] Generating forecast for: SKE
[2025-10-13T23:58:33.944744] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKE' from 'https://tdm.silogroup.org/data/derivative_storage/SKE.csv'.
[2025-10-13T23:58:33.953418] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKE'.
[2025-10-13T23:58:33.953694] [INFO ] [FORECASTER] Starting predict_future for SKE
[2025-10-13T23:58:33.978372] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:33.979075] [DEBUG] [LOCAL     ] No optimal features file found for SKE: ./output/feature-sets/SKE.txt
[2025-10-13T23:58:33.979129] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:33.979163] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:33.979190] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:33.979246] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:33.996365] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:33.996937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:33.997019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:33.997054] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:34.030917] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:34.031017] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:34.031055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:34.031087] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:34.034328] [DEBUG] [FORECASTER] SKE: Forecast T+1@11:T+2@11: DOWN (p=38.92%)
[2025-10-13T23:58:34.034584] [INFO ] [FORECASTER] Completed predict_future for SKE
[2025-10-13T23:58:34.034740] [INFO ] [sig       ] SKE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:34.177544] [INFO ] [LOCAL     ] Saved forecast: SKE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SKE.txt
[2025-10-13T23:58:34.177793] [INFO ] [sig       ] [1390/1810] Completed SKE in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:34.177852] [INFO ] [sig       ] [1391/1810] Forecasting SKIL...
[2025-10-13T23:58:34.177896] [INFO ] [sig       ] Generating forecast for: SKIL
[2025-10-13T23:58:34.177930] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKIL' from 'https://tdm.silogroup.org/data/derivative_storage/SKIL.csv'.
[2025-10-13T23:58:34.185980] [DEBUG] [REMOTE    ] Successfully parsed 1790 rows of historical data for symbol 'SKIL'.
[2025-10-13T23:58:34.186236] [INFO ] [FORECASTER] Starting predict_future for SKIL
[2025-10-13T23:58:34.211028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:34.211760] [DEBUG] [LOCAL     ] No optimal features file found for SKIL: ./output/feature-sets/SKIL.txt
[2025-10-13T23:58:34.211819] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:34.211853] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:34.211881] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:34.211936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:34.228928] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:34.229487] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:34.229572] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:34.229607] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:34.262446] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:34.262523] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:34.262559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:34.262589] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:34.265586] [DEBUG] [FORECASTER] SKIL: Forecast T+1@11:T+2@11: UP (p=68.97%)
[2025-10-13T23:58:34.265857] [INFO ] [FORECASTER] Completed predict_future for SKIL
[2025-10-13T23:58:34.266015] [INFO ] [sig       ] SKIL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:34.404552] [INFO ] [LOCAL     ] Saved forecast: SKIL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SKIL.txt
[2025-10-13T23:58:34.404783] [INFO ] [sig       ] [1391/1810] Completed SKIL in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:34.404842] [INFO ] [sig       ] [1392/1810] Forecasting SKLZ...
[2025-10-13T23:58:34.404876] [INFO ] [sig       ] Generating forecast for: SKLZ
[2025-10-13T23:58:34.404907] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKLZ' from 'https://tdm.silogroup.org/data/derivative_storage/SKLZ.csv'.
[2025-10-13T23:58:34.413102] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKLZ'.
[2025-10-13T23:58:34.413361] [INFO ] [FORECASTER] Starting predict_future for SKLZ
[2025-10-13T23:58:34.438043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:34.438742] [DEBUG] [LOCAL     ] No optimal features file found for SKLZ: ./output/feature-sets/SKLZ.txt
[2025-10-13T23:58:34.438798] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:34.438831] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:34.438859] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:34.438915] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:34.455903] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:34.456587] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:34.456721] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:34.456834] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:34.490353] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:34.490511] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:34.490553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:34.490583] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:34.493984] [DEBUG] [FORECASTER] SKLZ: Forecast T+1@11:T+2@11: DOWN (p=12.00%)
[2025-10-13T23:58:34.494246] [INFO ] [FORECASTER] Completed predict_future for SKLZ
[2025-10-13T23:58:34.494374] [INFO ] [sig       ] SKLZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:34.634240] [INFO ] [LOCAL     ] Saved forecast: SKLZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SKLZ.txt
[2025-10-13T23:58:34.634487] [INFO ] [sig       ] [1392/1810] Completed SKLZ in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:34.634528] [INFO ] [sig       ] [1393/1810] Forecasting SKM...
[2025-10-13T23:58:34.634559] [INFO ] [sig       ] Generating forecast for: SKM
[2025-10-13T23:58:34.634591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKM' from 'https://tdm.silogroup.org/data/derivative_storage/SKM.csv'.
[2025-10-13T23:58:34.643099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKM'.
[2025-10-13T23:58:34.643385] [INFO ] [FORECASTER] Starting predict_future for SKM
[2025-10-13T23:58:34.668220] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:34.669108] [DEBUG] [LOCAL     ] No optimal features file found for SKM: ./output/feature-sets/SKM.txt
[2025-10-13T23:58:34.669166] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:34.669200] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:34.669230] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:34.669288] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:34.686243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:34.686934] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:34.687016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:34.687050] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:34.719077] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:34.719233] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:34.719273] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:34.719310] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:34.722782] [DEBUG] [FORECASTER] SKM: Forecast T+1@11:T+2@11: UP (p=95.40%)
[2025-10-13T23:58:34.723054] [INFO ] [FORECASTER] Completed predict_future for SKM
[2025-10-13T23:58:34.723183] [INFO ] [sig       ] SKM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:34.864257] [INFO ] [LOCAL     ] Saved forecast: SKM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SKM.txt
[2025-10-13T23:58:34.864470] [INFO ] [sig       ] [1393/1810] Completed SKM in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:34.864512] [INFO ] [sig       ] [1394/1810] Forecasting SKT...
[2025-10-13T23:58:34.864544] [INFO ] [sig       ] Generating forecast for: SKT
[2025-10-13T23:58:34.864576] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKT' from 'https://tdm.silogroup.org/data/derivative_storage/SKT.csv'.
[2025-10-13T23:58:34.872394] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SKT'.
[2025-10-13T23:58:34.872677] [INFO ] [FORECASTER] Starting predict_future for SKT
[2025-10-13T23:58:34.897498] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:34.898289] [DEBUG] [LOCAL     ] No optimal features file found for SKT: ./output/feature-sets/SKT.txt
[2025-10-13T23:58:34.898345] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:34.898380] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:34.898409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:34.898466] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:34.916801] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:34.917662] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:34.917750] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:34.917787] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:34.959514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:34.959720] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:34.959779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:34.959814] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:34.963418] [DEBUG] [FORECASTER] SKT: Forecast T+1@11:T+2@11: DOWN (p=12.97%)
[2025-10-13T23:58:34.963733] [INFO ] [FORECASTER] Completed predict_future for SKT
[2025-10-13T23:58:34.963885] [INFO ] [sig       ] SKT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:35.111796] [INFO ] [LOCAL     ] Saved forecast: SKT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SKT.txt
[2025-10-13T23:58:35.112107] [INFO ] [sig       ] [1394/1810] Completed SKT in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:35.112176] [INFO ] [sig       ] [1395/1810] Forecasting SKY...
[2025-10-13T23:58:35.112224] [INFO ] [sig       ] Generating forecast for: SKY
[2025-10-13T23:58:35.112326] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKY' from 'https://tdm.silogroup.org/data/derivative_storage/SKY.csv'.
[2025-10-13T23:58:35.122552] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKY'.
[2025-10-13T23:58:35.123074] [INFO ] [FORECASTER] Starting predict_future for SKY
[2025-10-13T23:58:35.154956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:35.155813] [DEBUG] [LOCAL     ] No optimal features file found for SKY: ./output/feature-sets/SKY.txt
[2025-10-13T23:58:35.155872] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:35.155908] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:35.155939] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:35.155998] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:35.179679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:35.180950] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:35.181068] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:35.181146] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:35.218974] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:35.219150] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:35.219195] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:35.219225] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:35.222758] [DEBUG] [FORECASTER] SKY: Forecast T+1@11:T+2@11: DOWN (p=22.15%)
[2025-10-13T23:58:35.223028] [INFO ] [FORECASTER] Completed predict_future for SKY
[2025-10-13T23:58:35.223180] [INFO ] [sig       ] SKY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:35.367445] [INFO ] [LOCAL     ] Saved forecast: SKY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SKY.txt
[2025-10-13T23:58:35.367716] [INFO ] [sig       ] [1395/1810] Completed SKY in 0.3s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:35.367776] [INFO ] [sig       ] [1396/1810] Forecasting SKYH...
[2025-10-13T23:58:35.367810] [INFO ] [sig       ] Generating forecast for: SKYH
[2025-10-13T23:58:35.367844] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SKYH' from 'https://tdm.silogroup.org/data/derivative_storage/SKYH.csv'.
[2025-10-13T23:58:35.377069] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SKYH'.
[2025-10-13T23:58:35.377518] [INFO ] [FORECASTER] Starting predict_future for SKYH
[2025-10-13T23:58:35.404280] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:35.405215] [DEBUG] [LOCAL     ] No optimal features file found for SKYH: ./output/feature-sets/SKYH.txt
[2025-10-13T23:58:35.405271] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:35.405305] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:35.405334] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:35.405390] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:35.422224] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:35.422791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:35.422871] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:35.422904] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:35.457784] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:35.457890] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:35.457928] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:35.457956] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:35.461053] [DEBUG] [FORECASTER] SKYH: Forecast T+1@11:T+2@11: DOWN (p=30.55%)
[2025-10-13T23:58:35.461306] [INFO ] [FORECASTER] Completed predict_future for SKYH
[2025-10-13T23:58:35.461436] [INFO ] [sig       ] SKYH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:35.599139] [INFO ] [LOCAL     ] Saved forecast: SKYH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SKYH.txt
[2025-10-13T23:58:35.599354] [INFO ] [sig       ] [1396/1810] Completed SKYH in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:35.599396] [INFO ] [sig       ] [1397/1810] Forecasting SLB...
[2025-10-13T23:58:35.599427] [INFO ] [sig       ] Generating forecast for: SLB
[2025-10-13T23:58:35.599459] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLB' from 'https://tdm.silogroup.org/data/derivative_storage/SLB.csv'.
[2025-10-13T23:58:35.608626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLB'.
[2025-10-13T23:58:35.609052] [INFO ] [FORECASTER] Starting predict_future for SLB
[2025-10-13T23:58:35.636773] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:35.637575] [DEBUG] [LOCAL     ] No optimal features file found for SLB: ./output/feature-sets/SLB.txt
[2025-10-13T23:58:35.637632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:35.637706] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:35.637745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:35.637803] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:35.655253] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:35.655858] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:35.655940] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:35.656002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:35.692380] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:35.692528] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:35.692568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:35.692598] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:35.695912] [DEBUG] [FORECASTER] SLB: Forecast T+1@11:T+2@11: UP (p=91.45%)
[2025-10-13T23:58:35.696174] [INFO ] [FORECASTER] Completed predict_future for SLB
[2025-10-13T23:58:35.696304] [INFO ] [sig       ] SLB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:35.836378] [INFO ] [LOCAL     ] Saved forecast: SLB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SLB.txt
[2025-10-13T23:58:35.836591] [INFO ] [sig       ] [1397/1810] Completed SLB in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:35.836632] [INFO ] [sig       ] [1398/1810] Forecasting SLF...
[2025-10-13T23:58:35.836711] [INFO ] [sig       ] Generating forecast for: SLF
[2025-10-13T23:58:35.836755] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLF' from 'https://tdm.silogroup.org/data/derivative_storage/SLF.csv'.
[2025-10-13T23:58:35.845682] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLF'.
[2025-10-13T23:58:35.845974] [INFO ] [FORECASTER] Starting predict_future for SLF
[2025-10-13T23:58:35.870950] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:35.871675] [DEBUG] [LOCAL     ] No optimal features file found for SLF: ./output/feature-sets/SLF.txt
[2025-10-13T23:58:35.871767] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:35.871809] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:35.871840] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:35.871899] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:35.889704] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:35.890269] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:35.890348] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:35.890382] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:35.927130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:35.927228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:35.927263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:35.927291] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:35.930532] [DEBUG] [FORECASTER] SLF: Forecast T+1@11:T+2@11: UP (p=95.72%)
[2025-10-13T23:58:35.930827] [INFO ] [FORECASTER] Completed predict_future for SLF
[2025-10-13T23:58:35.930964] [INFO ] [sig       ] SLF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:36.071723] [INFO ] [LOCAL     ] Saved forecast: SLF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SLF.txt
[2025-10-13T23:58:36.071983] [INFO ] [sig       ] [1398/1810] Completed SLF in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.7m
[2025-10-13T23:58:36.072027] [INFO ] [sig       ] [1399/1810] Forecasting SLG...
[2025-10-13T23:58:36.072059] [INFO ] [sig       ] Generating forecast for: SLG
[2025-10-13T23:58:36.072094] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLG' from 'https://tdm.silogroup.org/data/derivative_storage/SLG.csv'.
[2025-10-13T23:58:36.081264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLG'.
[2025-10-13T23:58:36.081599] [INFO ] [FORECASTER] Starting predict_future for SLG
[2025-10-13T23:58:36.106153] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:36.106852] [DEBUG] [LOCAL     ] No optimal features file found for SLG: ./output/feature-sets/SLG.txt
[2025-10-13T23:58:36.106906] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:36.106940] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:36.106968] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:36.107023] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:36.123863] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:36.124485] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:36.124565] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:36.124598] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:36.161444] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:36.161623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:36.161706] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:36.161749] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:36.165259] [DEBUG] [FORECASTER] SLG: Forecast T+1@11:T+2@11: DOWN (p=1.19%)
[2025-10-13T23:58:36.165584] [INFO ] [FORECASTER] Completed predict_future for SLG
[2025-10-13T23:58:36.165758] [INFO ] [sig       ] SLG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:36.305420] [INFO ] [LOCAL     ] Saved forecast: SLG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SLG.txt
[2025-10-13T23:58:36.305670] [INFO ] [sig       ] [1399/1810] Completed SLG in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:36.305730] [INFO ] [sig       ] [1400/1810] Forecasting SLGN...
[2025-10-13T23:58:36.305764] [INFO ] [sig       ] Generating forecast for: SLGN
[2025-10-13T23:58:36.305797] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLGN' from 'https://tdm.silogroup.org/data/derivative_storage/SLGN.csv'.
[2025-10-13T23:58:36.314743] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLGN'.
[2025-10-13T23:58:36.315024] [INFO ] [FORECASTER] Starting predict_future for SLGN
[2025-10-13T23:58:36.339745] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:36.340500] [DEBUG] [LOCAL     ] No optimal features file found for SLGN: ./output/feature-sets/SLGN.txt
[2025-10-13T23:58:36.340554] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:36.340588] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:36.340617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:36.340699] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:36.357926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:36.358470] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:36.358553] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:36.358586] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:36.394797] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:36.394897] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:36.394934] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:36.394962] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:36.398266] [DEBUG] [FORECASTER] SLGN: Forecast T+1@11:T+2@11: UP (p=77.08%)
[2025-10-13T23:58:36.398528] [INFO ] [FORECASTER] Completed predict_future for SLGN
[2025-10-13T23:58:36.398693] [INFO ] [sig       ] SLGN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:36.538555] [INFO ] [LOCAL     ] Saved forecast: SLGN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SLGN.txt
[2025-10-13T23:58:36.538792] [INFO ] [sig       ] [1400/1810] Completed SLGN in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:36.538851] [INFO ] [sig       ] [1401/1810] Forecasting SLQT...
[2025-10-13T23:58:36.538885] [INFO ] [sig       ] Generating forecast for: SLQT
[2025-10-13T23:58:36.538918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLQT' from 'https://tdm.silogroup.org/data/derivative_storage/SLQT.csv'.
[2025-10-13T23:58:36.548163] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLQT'.
[2025-10-13T23:58:36.548518] [INFO ] [FORECASTER] Starting predict_future for SLQT
[2025-10-13T23:58:36.573585] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:36.574370] [DEBUG] [LOCAL     ] No optimal features file found for SLQT: ./output/feature-sets/SLQT.txt
[2025-10-13T23:58:36.574427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:36.574462] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:36.574493] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:36.574551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:36.592145] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:36.593021] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:36.593170] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:36.593210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:36.627460] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:36.627676] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:36.627738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:36.627771] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:36.631261] [DEBUG] [FORECASTER] SLQT: Forecast T+1@11:T+2@11: DOWN (p=1.80%)
[2025-10-13T23:58:36.631573] [INFO ] [FORECASTER] Completed predict_future for SLQT
[2025-10-13T23:58:36.631746] [INFO ] [sig       ] SLQT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:36.775717] [INFO ] [LOCAL     ] Saved forecast: SLQT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SLQT.txt
[2025-10-13T23:58:36.775950] [INFO ] [sig       ] [1401/1810] Completed SLQT in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:36.775992] [INFO ] [sig       ] [1402/1810] Forecasting SLVM...
[2025-10-13T23:58:36.776022] [INFO ] [sig       ] Generating forecast for: SLVM
[2025-10-13T23:58:36.776053] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SLVM' from 'https://tdm.silogroup.org/data/derivative_storage/SLVM.csv'.
[2025-10-13T23:58:36.785112] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SLVM'.
[2025-10-13T23:58:36.785454] [INFO ] [FORECASTER] Starting predict_future for SLVM
[2025-10-13T23:58:36.810754] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:36.811497] [DEBUG] [LOCAL     ] No optimal features file found for SLVM: ./output/feature-sets/SLVM.txt
[2025-10-13T23:58:36.811553] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:36.811587] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:36.811615] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:36.811694] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:36.829445] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:36.830011] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:36.830091] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:36.830125] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:36.865242] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:36.865352] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:36.865401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:36.865432] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:36.868773] [DEBUG] [FORECASTER] SLVM: Forecast T+1@11:T+2@11: UP (p=94.76%)
[2025-10-13T23:58:36.869025] [INFO ] [FORECASTER] Completed predict_future for SLVM
[2025-10-13T23:58:36.869153] [INFO ] [sig       ] SLVM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:37.012319] [INFO ] [LOCAL     ] Saved forecast: SLVM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SLVM.txt
[2025-10-13T23:58:37.012539] [INFO ] [sig       ] [1402/1810] Completed SLVM in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:37.012580] [INFO ] [sig       ] [1403/1810] Forecasting SM...
[2025-10-13T23:58:37.012610] [INFO ] [sig       ] Generating forecast for: SM
[2025-10-13T23:58:37.012664] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SM' from 'https://tdm.silogroup.org/data/derivative_storage/SM.csv'.
[2025-10-13T23:58:37.021675] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SM'.
[2025-10-13T23:58:37.022025] [INFO ] [FORECASTER] Starting predict_future for SM
[2025-10-13T23:58:37.047999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:37.049021] [DEBUG] [LOCAL     ] No optimal features file found for SM: ./output/feature-sets/SM.txt
[2025-10-13T23:58:37.049096] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:37.049134] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:37.049165] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:37.049223] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:37.067682] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:37.068527] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:37.068617] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:37.068688] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:37.103457] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:37.103612] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:37.103683] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:37.103734] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:37.107215] [DEBUG] [FORECASTER] SM: Forecast T+1@11:T+2@11: UP (p=99.57%)
[2025-10-13T23:58:37.107508] [INFO ] [FORECASTER] Completed predict_future for SM
[2025-10-13T23:58:37.107685] [INFO ] [sig       ] SM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:37.279014] [INFO ] [LOCAL     ] Saved forecast: SM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SM.txt
[2025-10-13T23:58:37.279381] [INFO ] [sig       ] [1403/1810] Completed SM in 0.3s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:37.279453] [INFO ] [sig       ] [1404/1810] Forecasting SMBK...
[2025-10-13T23:58:37.279522] [INFO ] [sig       ] Generating forecast for: SMBK
[2025-10-13T23:58:37.279597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMBK' from 'https://tdm.silogroup.org/data/derivative_storage/SMBK.csv'.
[2025-10-13T23:58:37.289286] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMBK'.
[2025-10-13T23:58:37.289619] [INFO ] [FORECASTER] Starting predict_future for SMBK
[2025-10-13T23:58:37.320071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:37.320924] [DEBUG] [LOCAL     ] No optimal features file found for SMBK: ./output/feature-sets/SMBK.txt
[2025-10-13T23:58:37.320980] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:37.321015] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:37.321046] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:37.321105] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:37.339447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:37.340053] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:37.340135] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:37.340170] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:37.373479] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:37.373589] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:37.373628] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:37.373695] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:37.379005] [DEBUG] [FORECASTER] SMBK: Forecast T+1@11:T+2@11: UP (p=74.02%)
[2025-10-13T23:58:37.379270] [INFO ] [FORECASTER] Completed predict_future for SMBK
[2025-10-13T23:58:37.379407] [INFO ] [sig       ] SMBK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:37.520811] [INFO ] [LOCAL     ] Saved forecast: SMBK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SMBK.txt
[2025-10-13T23:58:37.521028] [INFO ] [sig       ] [1404/1810] Completed SMBK in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:37.521071] [INFO ] [sig       ] [1405/1810] Forecasting SMC...
[2025-10-13T23:58:37.521111] [INFO ] [sig       ] Generating forecast for: SMC
[2025-10-13T23:58:37.521144] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMC' from 'https://tdm.silogroup.org/data/derivative_storage/SMC.csv'.
[2025-10-13T23:58:37.529335] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMC'.
[2025-10-13T23:58:37.529604] [INFO ] [FORECASTER] Starting predict_future for SMC
[2025-10-13T23:58:37.554342] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:37.555068] [DEBUG] [LOCAL     ] No optimal features file found for SMC: ./output/feature-sets/SMC.txt
[2025-10-13T23:58:37.555122] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:37.555155] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:37.555187] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:37.555245] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:37.572242] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:37.572804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:37.572882] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:37.572915] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:37.608132] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:37.608292] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:37.608334] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:37.608364] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:37.611821] [DEBUG] [FORECASTER] SMC: Forecast T+1@11:T+2@11: DOWN (p=47.28%)
[2025-10-13T23:58:37.612086] [INFO ] [FORECASTER] Completed predict_future for SMC
[2025-10-13T23:58:37.612219] [INFO ] [sig       ] SMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:37.752351] [INFO ] [LOCAL     ] Saved forecast: SMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMC.txt
[2025-10-13T23:58:37.752597] [INFO ] [sig       ] [1405/1810] Completed SMC in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:37.752797] [INFO ] [sig       ] [1406/1810] Forecasting SMFG...
[2025-10-13T23:58:37.752858] [INFO ] [sig       ] Generating forecast for: SMFG
[2025-10-13T23:58:37.752894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMFG' from 'https://tdm.silogroup.org/data/derivative_storage/SMFG.csv'.
[2025-10-13T23:58:37.761797] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMFG'.
[2025-10-13T23:58:37.762161] [INFO ] [FORECASTER] Starting predict_future for SMFG
[2025-10-13T23:58:37.793698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:37.794927] [DEBUG] [LOCAL     ] No optimal features file found for SMFG: ./output/feature-sets/SMFG.txt
[2025-10-13T23:58:37.794999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:37.795042] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:37.795082] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:37.795163] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:37.816612] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:37.817501] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:37.817593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:37.817629] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:37.855681] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:37.855858] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:37.855901] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:37.855932] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:37.860383] [DEBUG] [FORECASTER] SMFG: Forecast T+1@11:T+2@11: DOWN (p=35.76%)
[2025-10-13T23:58:37.860714] [INFO ] [FORECASTER] Completed predict_future for SMFG
[2025-10-13T23:58:37.860858] [INFO ] [sig       ] SMFG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:38.008451] [INFO ] [LOCAL     ] Saved forecast: SMFG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMFG.txt
[2025-10-13T23:58:38.008689] [INFO ] [sig       ] [1406/1810] Completed SMFG in 0.3s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:38.008748] [INFO ] [sig       ] [1407/1810] Forecasting SMG...
[2025-10-13T23:58:38.008783] [INFO ] [sig       ] Generating forecast for: SMG
[2025-10-13T23:58:38.008815] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMG' from 'https://tdm.silogroup.org/data/derivative_storage/SMG.csv'.
[2025-10-13T23:58:38.017799] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMG'.
[2025-10-13T23:58:38.018139] [INFO ] [FORECASTER] Starting predict_future for SMG
[2025-10-13T23:58:38.042584] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:38.043294] [DEBUG] [LOCAL     ] No optimal features file found for SMG: ./output/feature-sets/SMG.txt
[2025-10-13T23:58:38.043349] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:38.043384] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:38.043412] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:38.043467] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:38.060339] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:38.060909] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:38.060989] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:38.061022] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:38.094981] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:38.095065] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:38.095101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:38.095129] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:38.098305] [DEBUG] [FORECASTER] SMG: Forecast T+1@11:T+2@11: DOWN (p=13.80%)
[2025-10-13T23:58:38.098566] [INFO ] [FORECASTER] Completed predict_future for SMG
[2025-10-13T23:58:38.098729] [INFO ] [sig       ] SMG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:38.237618] [INFO ] [LOCAL     ] Saved forecast: SMG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMG.txt
[2025-10-13T23:58:38.237858] [INFO ] [sig       ] [1407/1810] Completed SMG in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:38.237943] [INFO ] [sig       ] [1408/1810] Forecasting SMHI...
[2025-10-13T23:58:38.237983] [INFO ] [sig       ] Generating forecast for: SMHI
[2025-10-13T23:58:38.238017] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMHI' from 'https://tdm.silogroup.org/data/derivative_storage/SMHI.csv'.
[2025-10-13T23:58:38.246762] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMHI'.
[2025-10-13T23:58:38.247219] [INFO ] [FORECASTER] Starting predict_future for SMHI
[2025-10-13T23:58:38.272450] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:38.273302] [DEBUG] [LOCAL     ] No optimal features file found for SMHI: ./output/feature-sets/SMHI.txt
[2025-10-13T23:58:38.273357] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:38.273391] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:38.273419] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:38.273475] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:38.290805] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:38.291703] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:38.291817] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:38.291853] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:38.327156] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:38.327334] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:38.327377] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:38.327407] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:38.330996] [DEBUG] [FORECASTER] SMHI: Forecast T+1@11:T+2@11: DOWN (p=10.59%)
[2025-10-13T23:58:38.331278] [INFO ] [FORECASTER] Completed predict_future for SMHI
[2025-10-13T23:58:38.331417] [INFO ] [sig       ] SMHI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:38.472203] [INFO ] [LOCAL     ] Saved forecast: SMHI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMHI.txt
[2025-10-13T23:58:38.472406] [INFO ] [sig       ] [1408/1810] Completed SMHI in 0.2s | 4.15 sym/s | Total: 5.6m | ETA: 1.6m
[2025-10-13T23:58:38.472446] [INFO ] [sig       ] [1409/1810] Forecasting SMP...
[2025-10-13T23:58:38.472476] [INFO ] [sig       ] Generating forecast for: SMP
[2025-10-13T23:58:38.472508] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMP' from 'https://tdm.silogroup.org/data/derivative_storage/SMP.csv'.
[2025-10-13T23:58:38.481548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMP'.
[2025-10-13T23:58:38.481920] [INFO ] [FORECASTER] Starting predict_future for SMP
[2025-10-13T23:58:38.506564] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:38.507264] [DEBUG] [LOCAL     ] No optimal features file found for SMP: ./output/feature-sets/SMP.txt
[2025-10-13T23:58:38.507318] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:38.507352] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:38.507380] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:38.507435] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:38.524464] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:38.525021] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:38.525100] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:38.525134] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:38.570448] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:38.570541] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:38.570577] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:38.570606] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:38.573680] [DEBUG] [FORECASTER] SMP: Forecast T+1@11:T+2@11: DOWN (p=1.42%)
[2025-10-13T23:58:38.573938] [INFO ] [FORECASTER] Completed predict_future for SMP
[2025-10-13T23:58:38.574065] [INFO ] [sig       ] SMP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:38.712616] [INFO ] [LOCAL     ] Saved forecast: SMP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMP.txt
[2025-10-13T23:58:38.712860] [INFO ] [sig       ] [1409/1810] Completed SMP in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:38.712907] [INFO ] [sig       ] [1410/1810] Forecasting SMR...
[2025-10-13T23:58:38.712938] [INFO ] [sig       ] Generating forecast for: SMR
[2025-10-13T23:58:38.712970] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMR' from 'https://tdm.silogroup.org/data/derivative_storage/SMR.csv'.
[2025-10-13T23:58:38.722554] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMR'.
[2025-10-13T23:58:38.722909] [INFO ] [FORECASTER] Starting predict_future for SMR
[2025-10-13T23:58:38.747629] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:38.748325] [DEBUG] [LOCAL     ] No optimal features file found for SMR: ./output/feature-sets/SMR.txt
[2025-10-13T23:58:38.748396] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:38.748431] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:38.748459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:38.748516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:38.765912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:38.766457] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:38.766544] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:38.766584] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:38.801192] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:38.801313] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:38.801351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:38.801380] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:38.804571] [DEBUG] [FORECASTER] SMR: Forecast T+1@11:T+2@11: DOWN (p=8.91%)
[2025-10-13T23:58:38.804862] [INFO ] [FORECASTER] Completed predict_future for SMR
[2025-10-13T23:58:38.804996] [INFO ] [sig       ] SMR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:38.948549] [INFO ] [LOCAL     ] Saved forecast: SMR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMR.txt
[2025-10-13T23:58:38.948802] [INFO ] [sig       ] [1410/1810] Completed SMR in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:38.948863] [INFO ] [sig       ] [1411/1810] Forecasting SMRT...
[2025-10-13T23:58:38.948896] [INFO ] [sig       ] Generating forecast for: SMRT
[2025-10-13T23:58:38.948929] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMRT' from 'https://tdm.silogroup.org/data/derivative_storage/SMRT.csv'.
[2025-10-13T23:58:38.958447] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMRT'.
[2025-10-13T23:58:38.958801] [INFO ] [FORECASTER] Starting predict_future for SMRT
[2025-10-13T23:58:38.984006] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:38.984815] [DEBUG] [LOCAL     ] No optimal features file found for SMRT: ./output/feature-sets/SMRT.txt
[2025-10-13T23:58:38.984869] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:38.984904] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:38.984934] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:38.984992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:39.002512] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:39.003091] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:39.003171] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:39.003206] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:39.037240] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:39.037328] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:39.037365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:39.037395] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:39.040524] [DEBUG] [FORECASTER] SMRT: Forecast T+1@11:T+2@11: UP (p=98.45%)
[2025-10-13T23:58:39.040822] [INFO ] [FORECASTER] Completed predict_future for SMRT
[2025-10-13T23:58:39.040954] [INFO ] [sig       ] SMRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:39.183765] [INFO ] [LOCAL     ] Saved forecast: SMRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SMRT.txt
[2025-10-13T23:58:39.183974] [INFO ] [sig       ] [1411/1810] Completed SMRT in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:39.184017] [INFO ] [sig       ] [1412/1810] Forecasting SMWB...
[2025-10-13T23:58:39.184050] [INFO ] [sig       ] Generating forecast for: SMWB
[2025-10-13T23:58:39.184092] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SMWB' from 'https://tdm.silogroup.org/data/derivative_storage/SMWB.csv'.
[2025-10-13T23:58:39.192273] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SMWB'.
[2025-10-13T23:58:39.192542] [INFO ] [FORECASTER] Starting predict_future for SMWB
[2025-10-13T23:58:39.217438] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:39.218183] [DEBUG] [LOCAL     ] No optimal features file found for SMWB: ./output/feature-sets/SMWB.txt
[2025-10-13T23:58:39.218238] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:39.218273] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:39.218301] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:39.218358] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:39.235945] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:39.236485] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:39.236588] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:39.236672] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:39.270768] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:39.270855] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:39.270891] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:39.270919] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:39.274059] [DEBUG] [FORECASTER] SMWB: Forecast T+1@11:T+2@11: DOWN (p=0.63%)
[2025-10-13T23:58:39.274316] [INFO ] [FORECASTER] Completed predict_future for SMWB
[2025-10-13T23:58:39.274506] [INFO ] [sig       ] SMWB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:39.426707] [INFO ] [LOCAL     ] Saved forecast: SMWB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SMWB.txt
[2025-10-13T23:58:39.426931] [INFO ] [sig       ] [1412/1810] Completed SMWB in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:39.426975] [INFO ] [sig       ] [1413/1810] Forecasting SN...
[2025-10-13T23:58:39.427007] [INFO ] [sig       ] Generating forecast for: SN
[2025-10-13T23:58:39.427039] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SN' from 'https://tdm.silogroup.org/data/derivative_storage/SN.csv'.
[2025-10-13T23:58:39.435760] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SN'.
[2025-10-13T23:58:39.436058] [INFO ] [FORECASTER] Starting predict_future for SN
[2025-10-13T23:58:39.463550] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:39.464469] [DEBUG] [LOCAL     ] No optimal features file found for SN: ./output/feature-sets/SN.txt
[2025-10-13T23:58:39.464532] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:39.464566] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:39.464595] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:39.464673] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:39.481852] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:39.482401] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:39.482481] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:39.482514] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:39.517867] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:39.517962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:39.517999] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:39.518028] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:39.521040] [DEBUG] [FORECASTER] SN: Forecast T+1@11:T+2@11: UP (p=99.35%)
[2025-10-13T23:58:39.521316] [INFO ] [FORECASTER] Completed predict_future for SN
[2025-10-13T23:58:39.521447] [INFO ] [sig       ] SN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:39.662539] [INFO ] [LOCAL     ] Saved forecast: SN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SN.txt
[2025-10-13T23:58:39.662793] [INFO ] [sig       ] [1413/1810] Completed SN in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:39.662852] [INFO ] [sig       ] [1414/1810] Forecasting SNA...
[2025-10-13T23:58:39.662886] [INFO ] [sig       ] Generating forecast for: SNA
[2025-10-13T23:58:39.662918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNA' from 'https://tdm.silogroup.org/data/derivative_storage/SNA.csv'.
[2025-10-13T23:58:39.672247] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNA'.
[2025-10-13T23:58:39.672639] [INFO ] [FORECASTER] Starting predict_future for SNA
[2025-10-13T23:58:39.697916] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:39.698669] [DEBUG] [LOCAL     ] No optimal features file found for SNA: ./output/feature-sets/SNA.txt
[2025-10-13T23:58:39.698730] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:39.698764] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:39.698792] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:39.698902] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:39.716427] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:39.717376] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:39.717466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:39.717552] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:39.752909] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:39.753096] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:39.753140] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:39.753169] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:39.756667] [DEBUG] [FORECASTER] SNA: Forecast T+1@11:T+2@11: DOWN (p=1.36%)
[2025-10-13T23:58:39.756946] [INFO ] [FORECASTER] Completed predict_future for SNA
[2025-10-13T23:58:39.757078] [INFO ] [sig       ] SNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:39.896308] [INFO ] [LOCAL     ] Saved forecast: SNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SNA.txt
[2025-10-13T23:58:39.896546] [INFO ] [sig       ] [1414/1810] Completed SNA in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:39.896588] [INFO ] [sig       ] [1415/1810] Forecasting SNAP...
[2025-10-13T23:58:39.896619] [INFO ] [sig       ] Generating forecast for: SNAP
[2025-10-13T23:58:39.896681] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNAP' from 'https://tdm.silogroup.org/data/derivative_storage/SNAP.csv'.
[2025-10-13T23:58:39.905537] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNAP'.
[2025-10-13T23:58:39.905837] [INFO ] [FORECASTER] Starting predict_future for SNAP
[2025-10-13T23:58:39.930080] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:39.930762] [DEBUG] [LOCAL     ] No optimal features file found for SNAP: ./output/feature-sets/SNAP.txt
[2025-10-13T23:58:39.930816] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:39.930850] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:39.930878] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:39.930934] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:39.947632] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:39.948179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:39.948272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:39.948306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:39.981146] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:39.981242] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:39.981278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:39.981307] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:39.984433] [DEBUG] [FORECASTER] SNAP: Forecast T+1@11:T+2@11: DOWN (p=44.93%)
[2025-10-13T23:58:39.984724] [INFO ] [FORECASTER] Completed predict_future for SNAP
[2025-10-13T23:58:39.984863] [INFO ] [sig       ] SNAP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:40.126512] [INFO ] [LOCAL     ] Saved forecast: SNAP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SNAP.txt
[2025-10-13T23:58:40.126788] [INFO ] [sig       ] [1415/1810] Completed SNAP in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:40.126851] [INFO ] [sig       ] [1416/1810] Forecasting SNDA...
[2025-10-13T23:58:40.126885] [INFO ] [sig       ] Generating forecast for: SNDA
[2025-10-13T23:58:40.126919] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNDA' from 'https://tdm.silogroup.org/data/derivative_storage/SNDA.csv'.
[2025-10-13T23:58:40.135892] [DEBUG] [REMOTE    ] Successfully parsed 1785 rows of historical data for symbol 'SNDA'.
[2025-10-13T23:58:40.136252] [INFO ] [FORECASTER] Starting predict_future for SNDA
[2025-10-13T23:58:40.161441] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:40.162250] [DEBUG] [LOCAL     ] No optimal features file found for SNDA: ./output/feature-sets/SNDA.txt
[2025-10-13T23:58:40.162307] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:40.162344] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:40.162375] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:40.162434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:40.180099] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:40.180731] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:40.180815] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:40.180850] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:40.216778] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:40.216957] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:40.217029] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:40.217072] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:40.220612] [DEBUG] [FORECASTER] SNDA: Forecast T+1@11:T+2@11: DOWN (p=36.62%)
[2025-10-13T23:58:40.220996] [INFO ] [FORECASTER] Completed predict_future for SNDA
[2025-10-13T23:58:40.221197] [INFO ] [sig       ] SNDA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:40.363593] [INFO ] [LOCAL     ] Saved forecast: SNDA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SNDA.txt
[2025-10-13T23:58:40.363853] [INFO ] [sig       ] [1416/1810] Completed SNDA in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:40.363905] [INFO ] [sig       ] [1417/1810] Forecasting SNDR...
[2025-10-13T23:58:40.363936] [INFO ] [sig       ] Generating forecast for: SNDR
[2025-10-13T23:58:40.363970] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNDR' from 'https://tdm.silogroup.org/data/derivative_storage/SNDR.csv'.
[2025-10-13T23:58:40.373500] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNDR'.
[2025-10-13T23:58:40.373866] [INFO ] [FORECASTER] Starting predict_future for SNDR
[2025-10-13T23:58:40.399438] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:40.400200] [DEBUG] [LOCAL     ] No optimal features file found for SNDR: ./output/feature-sets/SNDR.txt
[2025-10-13T23:58:40.400274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:40.400329] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:40.400376] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:40.400435] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:40.417699] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:40.418249] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:40.418334] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:40.418369] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:40.452542] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:40.452634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:40.452738] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:40.452776] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:40.458936] [DEBUG] [FORECASTER] SNDR: Forecast T+1@11:T+2@11: UP (p=84.33%)
[2025-10-13T23:58:40.459208] [INFO ] [FORECASTER] Completed predict_future for SNDR
[2025-10-13T23:58:40.459341] [INFO ] [sig       ] SNDR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:40.602385] [INFO ] [LOCAL     ] Saved forecast: SNDR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SNDR.txt
[2025-10-13T23:58:40.602665] [INFO ] [sig       ] [1417/1810] Completed SNDR in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:40.602726] [INFO ] [sig       ] [1418/1810] Forecasting SNN...
[2025-10-13T23:58:40.602761] [INFO ] [sig       ] Generating forecast for: SNN
[2025-10-13T23:58:40.602793] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNN' from 'https://tdm.silogroup.org/data/derivative_storage/SNN.csv'.
[2025-10-13T23:58:40.612452] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNN'.
[2025-10-13T23:58:40.612868] [INFO ] [FORECASTER] Starting predict_future for SNN
[2025-10-13T23:58:40.638976] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:40.639770] [DEBUG] [LOCAL     ] No optimal features file found for SNN: ./output/feature-sets/SNN.txt
[2025-10-13T23:58:40.639827] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:40.639863] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:40.639893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:40.639951] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:40.657312] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:40.657946] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:40.658028] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:40.658062] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:40.695815] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:40.695984] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:40.696040] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:40.696074] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:40.699674] [DEBUG] [FORECASTER] SNN: Forecast T+1@11:T+2@11: UP (p=93.19%)
[2025-10-13T23:58:40.699957] [INFO ] [FORECASTER] Completed predict_future for SNN
[2025-10-13T23:58:40.700088] [INFO ] [sig       ] SNN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:40.844151] [INFO ] [LOCAL     ] Saved forecast: SNN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SNN.txt
[2025-10-13T23:58:40.844369] [INFO ] [sig       ] [1418/1810] Completed SNN in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:40.844410] [INFO ] [sig       ] [1419/1810] Forecasting SNOW...
[2025-10-13T23:58:40.844441] [INFO ] [sig       ] Generating forecast for: SNOW
[2025-10-13T23:58:40.844482] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNOW' from 'https://tdm.silogroup.org/data/derivative_storage/SNOW.csv'.
[2025-10-13T23:58:40.853558] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNOW'.
[2025-10-13T23:58:40.853951] [INFO ] [FORECASTER] Starting predict_future for SNOW
[2025-10-13T23:58:40.879996] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:40.880713] [DEBUG] [LOCAL     ] No optimal features file found for SNOW: ./output/feature-sets/SNOW.txt
[2025-10-13T23:58:40.880771] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:40.880807] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:40.880836] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:40.880895] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:40.898592] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:40.899175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:40.899273] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:40.899316] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:40.931328] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:40.931416] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:40.931454] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:40.931484] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:40.934688] [DEBUG] [FORECASTER] SNOW: Forecast T+1@11:T+2@11: DOWN (p=8.24%)
[2025-10-13T23:58:40.934950] [INFO ] [FORECASTER] Completed predict_future for SNOW
[2025-10-13T23:58:40.935080] [INFO ] [sig       ] SNOW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:41.077625] [INFO ] [LOCAL     ] Saved forecast: SNOW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SNOW.txt
[2025-10-13T23:58:41.077904] [INFO ] [sig       ] [1419/1810] Completed SNOW in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:41.077950] [INFO ] [sig       ] [1420/1810] Forecasting SNV...
[2025-10-13T23:58:41.077980] [INFO ] [sig       ] Generating forecast for: SNV
[2025-10-13T23:58:41.078011] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNV' from 'https://tdm.silogroup.org/data/derivative_storage/SNV.csv'.
[2025-10-13T23:58:41.087099] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNV'.
[2025-10-13T23:58:41.087511] [INFO ] [FORECASTER] Starting predict_future for SNV
[2025-10-13T23:58:41.113061] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:41.113848] [DEBUG] [LOCAL     ] No optimal features file found for SNV: ./output/feature-sets/SNV.txt
[2025-10-13T23:58:41.113905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:41.113939] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:41.113970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:41.114027] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:41.133623] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:41.134443] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:41.134528] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:41.134563] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:41.172950] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:41.173074] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:41.173111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:41.173140] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:41.176339] [DEBUG] [FORECASTER] SNV: Forecast T+1@11:T+2@11: UP (p=86.27%)
[2025-10-13T23:58:41.176626] [INFO ] [FORECASTER] Completed predict_future for SNV
[2025-10-13T23:58:41.176793] [INFO ] [sig       ] SNV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:41.321450] [INFO ] [LOCAL     ] Saved forecast: SNV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SNV.txt
[2025-10-13T23:58:41.321805] [INFO ] [sig       ] [1420/1810] Completed SNV in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:41.321867] [INFO ] [sig       ] [1421/1810] Forecasting SNX...
[2025-10-13T23:58:41.321902] [INFO ] [sig       ] Generating forecast for: SNX
[2025-10-13T23:58:41.321935] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SNX' from 'https://tdm.silogroup.org/data/derivative_storage/SNX.csv'.
[2025-10-13T23:58:41.330443] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SNX'.
[2025-10-13T23:58:41.330725] [INFO ] [FORECASTER] Starting predict_future for SNX
[2025-10-13T23:58:41.355353] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:41.356067] [DEBUG] [LOCAL     ] No optimal features file found for SNX: ./output/feature-sets/SNX.txt
[2025-10-13T23:58:41.356121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:41.356154] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:41.356182] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:41.356238] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:41.375018] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:41.375717] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:41.375802] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:41.375837] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:41.411670] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:41.411854] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:41.411897] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:41.411927] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:41.415451] [DEBUG] [FORECASTER] SNX: Forecast T+1@11:T+2@11: DOWN (p=27.37%)
[2025-10-13T23:58:41.415774] [INFO ] [FORECASTER] Completed predict_future for SNX
[2025-10-13T23:58:41.415914] [INFO ] [sig       ] SNX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:41.557058] [INFO ] [LOCAL     ] Saved forecast: SNX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SNX.txt
[2025-10-13T23:58:41.557267] [INFO ] [sig       ] [1421/1810] Completed SNX in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:41.557308] [INFO ] [sig       ] [1422/1810] Forecasting SO...
[2025-10-13T23:58:41.557339] [INFO ] [sig       ] Generating forecast for: SO
[2025-10-13T23:58:41.557371] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SO' from 'https://tdm.silogroup.org/data/derivative_storage/SO.csv'.
[2025-10-13T23:58:41.565941] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SO'.
[2025-10-13T23:58:41.566209] [INFO ] [FORECASTER] Starting predict_future for SO
[2025-10-13T23:58:41.590639] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:41.591358] [DEBUG] [LOCAL     ] No optimal features file found for SO: ./output/feature-sets/SO.txt
[2025-10-13T23:58:41.591412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:41.591445] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:41.591473] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:41.591530] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:41.608636] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:41.609195] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:41.609272] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:41.609325] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:41.644732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:41.644840] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:41.644876] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:41.644910] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:41.648001] [DEBUG] [FORECASTER] SO: Forecast T+1@11:T+2@11: UP (p=68.02%)
[2025-10-13T23:58:41.648251] [INFO ] [FORECASTER] Completed predict_future for SO
[2025-10-13T23:58:41.648377] [INFO ] [sig       ] SO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:41.788150] [INFO ] [LOCAL     ] Saved forecast: SO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SO.txt
[2025-10-13T23:58:41.788365] [INFO ] [sig       ] [1422/1810] Completed SO in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:41.788407] [INFO ] [sig       ] [1423/1810] Forecasting SOBO...
[2025-10-13T23:58:41.788437] [INFO ] [sig       ] Generating forecast for: SOBO
[2025-10-13T23:58:41.788470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOBO' from 'https://tdm.silogroup.org/data/derivative_storage/SOBO.csv'.
[2025-10-13T23:58:41.797216] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOBO'.
[2025-10-13T23:58:41.797509] [INFO ] [FORECASTER] Starting predict_future for SOBO
[2025-10-13T23:58:41.822344] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:41.823089] [DEBUG] [LOCAL     ] No optimal features file found for SOBO: ./output/feature-sets/SOBO.txt
[2025-10-13T23:58:41.823143] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:41.823177] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:41.823206] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:41.823263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:41.840222] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:41.840835] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:41.840941] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:41.840977] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:41.874898] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:41.875022] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:41.875061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:41.875091] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:41.878330] [DEBUG] [FORECASTER] SOBO: Forecast T+1@11:T+2@11: DOWN (p=45.12%)
[2025-10-13T23:58:41.878594] [INFO ] [FORECASTER] Completed predict_future for SOBO
[2025-10-13T23:58:41.878762] [INFO ] [sig       ] SOBO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:42.020260] [INFO ] [LOCAL     ] Saved forecast: SOBO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SOBO.txt
[2025-10-13T23:58:42.020546] [INFO ] [sig       ] [1423/1810] Completed SOBO in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.6m
[2025-10-13T23:58:42.020590] [INFO ] [sig       ] [1424/1810] Forecasting SOC...
[2025-10-13T23:58:42.020622] [INFO ] [sig       ] Generating forecast for: SOC
[2025-10-13T23:58:42.020698] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOC' from 'https://tdm.silogroup.org/data/derivative_storage/SOC.csv'.
[2025-10-13T23:58:42.030404] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOC'.
[2025-10-13T23:58:42.030827] [INFO ] [FORECASTER] Starting predict_future for SOC
[2025-10-13T23:58:42.056083] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:42.056832] [DEBUG] [LOCAL     ] No optimal features file found for SOC: ./output/feature-sets/SOC.txt
[2025-10-13T23:58:42.056905] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:42.056941] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:42.056970] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:42.057029] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:42.074341] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:42.074907] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:42.074987] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:42.075021] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:42.106168] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:42.106282] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:42.106326] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:42.106357] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:42.109620] [DEBUG] [FORECASTER] SOC: Forecast T+1@11:T+2@11: UP (p=55.51%)
[2025-10-13T23:58:42.109914] [INFO ] [FORECASTER] Completed predict_future for SOC
[2025-10-13T23:58:42.110050] [INFO ] [sig       ] SOC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:42.251013] [INFO ] [LOCAL     ] Saved forecast: SOC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOC.txt
[2025-10-13T23:58:42.251230] [INFO ] [sig       ] [1424/1810] Completed SOC in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:42.251271] [INFO ] [sig       ] [1425/1810] Forecasting SOJC...
[2025-10-13T23:58:42.251301] [INFO ] [sig       ] Generating forecast for: SOJC
[2025-10-13T23:58:42.251332] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJC' from 'https://tdm.silogroup.org/data/derivative_storage/SOJC.csv'.
[2025-10-13T23:58:42.260969] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJC'.
[2025-10-13T23:58:42.261313] [INFO ] [FORECASTER] Starting predict_future for SOJC
[2025-10-13T23:58:42.286602] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:42.287401] [DEBUG] [LOCAL     ] No optimal features file found for SOJC: ./output/feature-sets/SOJC.txt
[2025-10-13T23:58:42.287459] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:42.287536] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:42.287575] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:42.287636] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:42.305534] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:42.306346] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:42.306433] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:42.306469] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:42.339793] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:42.339972] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:42.340015] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:42.340046] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:42.343521] [DEBUG] [FORECASTER] SOJC: Forecast T+1@11:T+2@11: UP (p=99.87%)
[2025-10-13T23:58:42.343836] [INFO ] [FORECASTER] Completed predict_future for SOJC
[2025-10-13T23:58:42.343975] [INFO ] [sig       ] SOJC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:42.495275] [INFO ] [LOCAL     ] Saved forecast: SOJC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOJC.txt
[2025-10-13T23:58:42.495497] [INFO ] [sig       ] [1425/1810] Completed SOJC in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:42.495538] [INFO ] [sig       ] [1426/1810] Forecasting SOJD...
[2025-10-13T23:58:42.495569] [INFO ] [sig       ] Generating forecast for: SOJD
[2025-10-13T23:58:42.495611] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJD' from 'https://tdm.silogroup.org/data/derivative_storage/SOJD.csv'.
[2025-10-13T23:58:42.504150] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJD'.
[2025-10-13T23:58:42.504424] [INFO ] [FORECASTER] Starting predict_future for SOJD
[2025-10-13T23:58:42.529002] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:42.529699] [DEBUG] [LOCAL     ] No optimal features file found for SOJD: ./output/feature-sets/SOJD.txt
[2025-10-13T23:58:42.529755] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:42.529789] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:42.529817] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:42.529874] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:42.546844] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:42.547370] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:42.547447] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:42.547512] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:42.578708] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:42.578785] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:42.578821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:42.578850] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:42.581781] [DEBUG] [FORECASTER] SOJD: Forecast T+1@11:T+2@11: DOWN (p=21.98%)
[2025-10-13T23:58:42.582028] [INFO ] [FORECASTER] Completed predict_future for SOJD
[2025-10-13T23:58:42.582152] [INFO ] [sig       ] SOJD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:42.721331] [INFO ] [LOCAL     ] Saved forecast: SOJD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SOJD.txt
[2025-10-13T23:58:42.721575] [INFO ] [sig       ] [1426/1810] Completed SOJD in 0.2s | 4.15 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:42.721618] [INFO ] [sig       ] [1427/1810] Forecasting SOJE...
[2025-10-13T23:58:42.721680] [INFO ] [sig       ] Generating forecast for: SOJE
[2025-10-13T23:58:42.721734] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOJE' from 'https://tdm.silogroup.org/data/derivative_storage/SOJE.csv'.
[2025-10-13T23:58:42.730295] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOJE'.
[2025-10-13T23:58:42.730586] [INFO ] [FORECASTER] Starting predict_future for SOJE
[2025-10-13T23:58:42.755146] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:42.755852] [DEBUG] [LOCAL     ] No optimal features file found for SOJE: ./output/feature-sets/SOJE.txt
[2025-10-13T23:58:42.755907] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:42.755941] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:42.756016] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:42.756083] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:42.773133] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:42.773693] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:42.773775] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:42.773809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:42.805732] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:42.805825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:42.805862] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:42.805890] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:42.808943] [DEBUG] [FORECASTER] SOJE: Forecast T+1@11:T+2@11: UP (p=91.67%)
[2025-10-13T23:58:42.809211] [INFO ] [FORECASTER] Completed predict_future for SOJE
[2025-10-13T23:58:42.809339] [INFO ] [sig       ] SOJE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:42.952174] [INFO ] [LOCAL     ] Saved forecast: SOJE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOJE.txt
[2025-10-13T23:58:42.952434] [INFO ] [sig       ] [1427/1810] Completed SOJE in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:42.952496] [INFO ] [sig       ] [1428/1810] Forecasting SOL...
[2025-10-13T23:58:42.952531] [INFO ] [sig       ] Generating forecast for: SOL
[2025-10-13T23:58:42.952564] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOL' from 'https://tdm.silogroup.org/data/derivative_storage/SOL.csv'.
[2025-10-13T23:58:42.962127] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOL'.
[2025-10-13T23:58:42.962414] [INFO ] [FORECASTER] Starting predict_future for SOL
[2025-10-13T23:58:42.988749] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:42.989494] [DEBUG] [LOCAL     ] No optimal features file found for SOL: ./output/feature-sets/SOL.txt
[2025-10-13T23:58:42.989551] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:42.989587] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:42.989617] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:42.989705] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:43.007493] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:43.008179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:43.008261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:43.008299] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:43.042506] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:43.042604] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:43.042663] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:43.042720] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:43.045874] [DEBUG] [FORECASTER] SOL: Forecast T+1@11:T+2@11: UP (p=58.21%)
[2025-10-13T23:58:43.046147] [INFO ] [FORECASTER] Completed predict_future for SOL
[2025-10-13T23:58:43.046288] [INFO ] [sig       ] SOL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:43.193146] [INFO ] [LOCAL     ] Saved forecast: SOL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOL.txt
[2025-10-13T23:58:43.193367] [INFO ] [sig       ] [1428/1810] Completed SOL in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:43.193409] [INFO ] [sig       ] [1429/1810] Forecasting SOLV...
[2025-10-13T23:58:43.193439] [INFO ] [sig       ] Generating forecast for: SOLV
[2025-10-13T23:58:43.193471] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOLV' from 'https://tdm.silogroup.org/data/derivative_storage/SOLV.csv'.
[2025-10-13T23:58:43.202414] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOLV'.
[2025-10-13T23:58:43.202746] [INFO ] [FORECASTER] Starting predict_future for SOLV
[2025-10-13T23:58:43.227731] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:43.228423] [DEBUG] [LOCAL     ] No optimal features file found for SOLV: ./output/feature-sets/SOLV.txt
[2025-10-13T23:58:43.228517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:43.228560] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:43.228588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:43.228670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:43.246223] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:43.247088] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:43.247172] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:43.247229] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:43.282473] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:43.282666] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:43.282731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:43.282764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:43.286202] [DEBUG] [FORECASTER] SOLV: Forecast T+1@11:T+2@11: UP (p=90.19%)
[2025-10-13T23:58:43.286473] [INFO ] [FORECASTER] Completed predict_future for SOLV
[2025-10-13T23:58:43.286603] [INFO ] [sig       ] SOLV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:43.433065] [INFO ] [LOCAL     ] Saved forecast: SOLV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOLV.txt
[2025-10-13T23:58:43.433349] [INFO ] [sig       ] [1429/1810] Completed SOLV in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:43.433410] [INFO ] [sig       ] [1430/1810] Forecasting SON...
[2025-10-13T23:58:43.433445] [INFO ] [sig       ] Generating forecast for: SON
[2025-10-13T23:58:43.433478] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SON' from 'https://tdm.silogroup.org/data/derivative_storage/SON.csv'.
[2025-10-13T23:58:43.442799] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SON'.
[2025-10-13T23:58:43.443142] [INFO ] [FORECASTER] Starting predict_future for SON
[2025-10-13T23:58:43.467719] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:43.468428] [DEBUG] [LOCAL     ] No optimal features file found for SON: ./output/feature-sets/SON.txt
[2025-10-13T23:58:43.468482] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:43.468515] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:43.468542] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:43.468599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:43.485875] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:43.486451] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:43.486532] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:43.486566] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:43.520605] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:43.520818] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:43.520871] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:43.520902] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:43.524593] [DEBUG] [FORECASTER] SON: Forecast T+1@11:T+2@11: UP (p=92.83%)
[2025-10-13T23:58:43.524893] [INFO ] [FORECASTER] Completed predict_future for SON
[2025-10-13T23:58:43.525029] [INFO ] [sig       ] SON: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:43.667985] [INFO ] [LOCAL     ] Saved forecast: SON	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SON.txt
[2025-10-13T23:58:43.668215] [INFO ] [sig       ] [1430/1810] Completed SON in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:43.668261] [INFO ] [sig       ] [1431/1810] Forecasting SONY...
[2025-10-13T23:58:43.668292] [INFO ] [sig       ] Generating forecast for: SONY
[2025-10-13T23:58:43.668324] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SONY' from 'https://tdm.silogroup.org/data/derivative_storage/SONY.csv'.
[2025-10-13T23:58:43.677190] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SONY'.
[2025-10-13T23:58:43.677511] [INFO ] [FORECASTER] Starting predict_future for SONY
[2025-10-13T23:58:43.702805] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:43.703484] [DEBUG] [LOCAL     ] No optimal features file found for SONY: ./output/feature-sets/SONY.txt
[2025-10-13T23:58:43.703558] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:43.703595] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:43.703624] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:43.703716] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:43.721632] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:43.722281] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:43.722364] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:43.722400] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:43.756130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:43.756304] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:43.756353] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:43.756397] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:43.760087] [DEBUG] [FORECASTER] SONY: Forecast T+1@11:T+2@11: UP (p=64.76%)
[2025-10-13T23:58:43.760371] [INFO ] [FORECASTER] Completed predict_future for SONY
[2025-10-13T23:58:43.760514] [INFO ] [sig       ] SONY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:43.902951] [INFO ] [LOCAL     ] Saved forecast: SONY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SONY.txt
[2025-10-13T23:58:43.903182] [INFO ] [sig       ] [1431/1810] Completed SONY in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:43.903233] [INFO ] [sig       ] [1432/1810] Forecasting SOR...
[2025-10-13T23:58:43.903267] [INFO ] [sig       ] Generating forecast for: SOR
[2025-10-13T23:58:43.903307] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOR' from 'https://tdm.silogroup.org/data/derivative_storage/SOR.csv'.
[2025-10-13T23:58:43.911661] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SOR'.
[2025-10-13T23:58:43.911913] [INFO ] [FORECASTER] Starting predict_future for SOR
[2025-10-13T23:58:43.937819] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:43.938577] [DEBUG] [LOCAL     ] No optimal features file found for SOR: ./output/feature-sets/SOR.txt
[2025-10-13T23:58:43.938631] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:43.938708] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:43.938752] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:43.938825] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:43.956984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:43.957586] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:43.957690] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:43.957744] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:43.993414] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:43.993493] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:43.993529] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:43.993557] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:43.996638] [DEBUG] [FORECASTER] SOR: Forecast T+1@11:T+2@11: UP (p=63.58%)
[2025-10-13T23:58:43.996950] [INFO ] [FORECASTER] Completed predict_future for SOR
[2025-10-13T23:58:43.997093] [INFO ] [sig       ] SOR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:44.140206] [INFO ] [LOCAL     ] Saved forecast: SOR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SOR.txt
[2025-10-13T23:58:44.140409] [INFO ] [sig       ] [1432/1810] Completed SOR in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:44.140451] [INFO ] [sig       ] [1433/1810] Forecasting SOS...
[2025-10-13T23:58:44.140481] [INFO ] [sig       ] Generating forecast for: SOS
[2025-10-13T23:58:44.140524] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SOS' from 'https://tdm.silogroup.org/data/derivative_storage/SOS.csv'.
[2025-10-13T23:58:44.149038] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'SOS'.
[2025-10-13T23:58:44.149295] [INFO ] [FORECASTER] Starting predict_future for SOS
[2025-10-13T23:58:44.174866] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:44.175536] [DEBUG] [LOCAL     ] No optimal features file found for SOS: ./output/feature-sets/SOS.txt
[2025-10-13T23:58:44.175591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:44.175625] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:44.175688] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:44.175762] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:44.193171] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:44.193736] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:44.193819] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:44.193854] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:44.236760] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:44.236846] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:44.236884] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:44.236914] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:44.239954] [DEBUG] [FORECASTER] SOS: Forecast T+1@11:T+2@11: DOWN (p=3.02%)
[2025-10-13T23:58:44.240200] [INFO ] [FORECASTER] Completed predict_future for SOS
[2025-10-13T23:58:44.240336] [INFO ] [sig       ] SOS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:44.385928] [INFO ] [LOCAL     ] Saved forecast: SOS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SOS.txt
[2025-10-13T23:58:44.386146] [INFO ] [sig       ] [1433/1810] Completed SOS in 0.2s | 4.16 sym/s | Total: 5.7m | ETA: 1.5m
[2025-10-13T23:58:44.386189] [INFO ] [sig       ] [1434/1810] Forecasting SPB...
[2025-10-13T23:58:44.386222] [INFO ] [sig       ] Generating forecast for: SPB
[2025-10-13T23:58:44.386265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPB' from 'https://tdm.silogroup.org/data/derivative_storage/SPB.csv'.
[2025-10-13T23:58:44.396063] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPB'.
[2025-10-13T23:58:44.396433] [INFO ] [FORECASTER] Starting predict_future for SPB
[2025-10-13T23:58:44.423771] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:44.424468] [DEBUG] [LOCAL     ] No optimal features file found for SPB: ./output/feature-sets/SPB.txt
[2025-10-13T23:58:44.424524] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:44.424559] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:44.424588] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:44.424666] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:44.445226] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:44.445937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:44.446042] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:44.446094] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:44.484566] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:44.484712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:44.484763] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:44.484795] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:44.488456] [DEBUG] [FORECASTER] SPB: Forecast T+1@11:T+2@11: UP (p=98.09%)
[2025-10-13T23:58:44.488760] [INFO ] [FORECASTER] Completed predict_future for SPB
[2025-10-13T23:58:44.488925] [INFO ] [sig       ] SPB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:44.655714] [INFO ] [LOCAL     ] Saved forecast: SPB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPB.txt
[2025-10-13T23:58:44.655977] [INFO ] [sig       ] [1434/1810] Completed SPB in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:44.656022] [INFO ] [sig       ] [1435/1810] Forecasting SPCE...
[2025-10-13T23:58:44.656054] [INFO ] [sig       ] Generating forecast for: SPCE
[2025-10-13T23:58:44.656087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPCE' from 'https://tdm.silogroup.org/data/derivative_storage/SPCE.csv'.
[2025-10-13T23:58:44.665364] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPCE'.
[2025-10-13T23:58:44.665704] [INFO ] [FORECASTER] Starting predict_future for SPCE
[2025-10-13T23:58:44.692860] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:44.693564] [DEBUG] [LOCAL     ] No optimal features file found for SPCE: ./output/feature-sets/SPCE.txt
[2025-10-13T23:58:44.693620] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:44.693686] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:44.693732] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:44.693792] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:44.713713] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:44.714348] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:44.714435] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:44.714470] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:44.752466] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:44.752591] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:44.752631] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:44.752703] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:44.756072] [DEBUG] [FORECASTER] SPCE: Forecast T+1@11:T+2@11: DOWN (p=1.75%)
[2025-10-13T23:58:44.756337] [INFO ] [FORECASTER] Completed predict_future for SPCE
[2025-10-13T23:58:44.756468] [INFO ] [sig       ] SPCE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:44.919544] [INFO ] [LOCAL     ] Saved forecast: SPCE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPCE.txt
[2025-10-13T23:58:44.919852] [INFO ] [sig       ] [1435/1810] Completed SPCE in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:44.919916] [INFO ] [sig       ] [1436/1810] Forecasting SPE...
[2025-10-13T23:58:44.919951] [INFO ] [sig       ] Generating forecast for: SPE
[2025-10-13T23:58:44.919984] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPE' from 'https://tdm.silogroup.org/data/derivative_storage/SPE.csv'.
[2025-10-13T23:58:44.930301] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPE'.
[2025-10-13T23:58:44.930750] [INFO ] [FORECASTER] Starting predict_future for SPE
[2025-10-13T23:58:44.959358] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:44.960110] [DEBUG] [LOCAL     ] No optimal features file found for SPE: ./output/feature-sets/SPE.txt
[2025-10-13T23:58:44.960186] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:44.960246] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:44.960296] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:44.960402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:44.980638] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:44.981420] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:44.981506] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:44.981569] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:45.024338] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:45.024469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:45.024530] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:45.024603] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:45.028553] [DEBUG] [FORECASTER] SPE: Forecast T+1@11:T+2@11: UP (p=71.36%)
[2025-10-13T23:58:45.028851] [INFO ] [FORECASTER] Completed predict_future for SPE
[2025-10-13T23:58:45.028998] [INFO ] [sig       ] SPE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:45.184259] [INFO ] [LOCAL     ] Saved forecast: SPE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPE.txt
[2025-10-13T23:58:45.184494] [INFO ] [sig       ] [1436/1810] Completed SPE in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:45.184535] [INFO ] [sig       ] [1437/1810] Forecasting SPG...
[2025-10-13T23:58:45.184565] [INFO ] [sig       ] Generating forecast for: SPG
[2025-10-13T23:58:45.184597] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPG' from 'https://tdm.silogroup.org/data/derivative_storage/SPG.csv'.
[2025-10-13T23:58:45.194039] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPG'.
[2025-10-13T23:58:45.194367] [INFO ] [FORECASTER] Starting predict_future for SPG
[2025-10-13T23:58:45.219960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:45.220673] [DEBUG] [LOCAL     ] No optimal features file found for SPG: ./output/feature-sets/SPG.txt
[2025-10-13T23:58:45.220732] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:45.220768] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:45.220796] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:45.220854] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:45.238607] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:45.239175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:45.239256] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:45.239290] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:45.281680] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:45.281777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:45.281816] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:45.281845] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:45.284921] [DEBUG] [FORECASTER] SPG: Forecast T+1@11:T+2@11: DOWN (p=21.53%)
[2025-10-13T23:58:45.285174] [INFO ] [FORECASTER] Completed predict_future for SPG
[2025-10-13T23:58:45.285307] [INFO ] [sig       ] SPG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:45.436029] [INFO ] [LOCAL     ] Saved forecast: SPG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPG.txt
[2025-10-13T23:58:45.436305] [INFO ] [sig       ] [1437/1810] Completed SPG in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:45.436348] [INFO ] [sig       ] [1438/1810] Forecasting SPGI...
[2025-10-13T23:58:45.436379] [INFO ] [sig       ] Generating forecast for: SPGI
[2025-10-13T23:58:45.436411] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPGI' from 'https://tdm.silogroup.org/data/derivative_storage/SPGI.csv'.
[2025-10-13T23:58:45.446142] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPGI'.
[2025-10-13T23:58:45.446473] [INFO ] [FORECASTER] Starting predict_future for SPGI
[2025-10-13T23:58:45.472692] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:45.473387] [DEBUG] [LOCAL     ] No optimal features file found for SPGI: ./output/feature-sets/SPGI.txt
[2025-10-13T23:58:45.473443] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:45.473498] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:45.473527] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:45.473583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:45.490808] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:45.491450] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:45.491539] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:45.491573] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:45.535198] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:45.535368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:45.535411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:45.535440] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:45.539201] [DEBUG] [FORECASTER] SPGI: Forecast T+1@11:T+2@11: UP (p=60.88%)
[2025-10-13T23:58:45.539541] [INFO ] [FORECASTER] Completed predict_future for SPGI
[2025-10-13T23:58:45.539729] [INFO ] [sig       ] SPGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:45.685273] [INFO ] [LOCAL     ] Saved forecast: SPGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPGI.txt
[2025-10-13T23:58:45.685541] [INFO ] [sig       ] [1438/1810] Completed SPGI in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:45.685584] [INFO ] [sig       ] [1439/1810] Forecasting SPH...
[2025-10-13T23:58:45.685615] [INFO ] [sig       ] Generating forecast for: SPH
[2025-10-13T23:58:45.685672] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPH' from 'https://tdm.silogroup.org/data/derivative_storage/SPH.csv'.
[2025-10-13T23:58:45.695400] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPH'.
[2025-10-13T23:58:45.695763] [INFO ] [FORECASTER] Starting predict_future for SPH
[2025-10-13T23:58:45.720703] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:45.721355] [DEBUG] [LOCAL     ] No optimal features file found for SPH: ./output/feature-sets/SPH.txt
[2025-10-13T23:58:45.721409] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:45.721442] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:45.721470] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:45.721527] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:45.738367] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:45.738939] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:45.739019] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:45.739052] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:45.780842] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:45.780920] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:45.780955] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:45.780984] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:45.783986] [DEBUG] [FORECASTER] SPH: Forecast T+1@11:T+2@11: UP (p=64.89%)
[2025-10-13T23:58:45.784228] [INFO ] [FORECASTER] Completed predict_future for SPH
[2025-10-13T23:58:45.784366] [INFO ] [sig       ] SPH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:45.922867] [INFO ] [LOCAL     ] Saved forecast: SPH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPH.txt
[2025-10-13T23:58:45.923131] [INFO ] [sig       ] [1439/1810] Completed SPH in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:45.923192] [INFO ] [sig       ] [1440/1810] Forecasting SPHR...
[2025-10-13T23:58:45.923225] [INFO ] [sig       ] Generating forecast for: SPHR
[2025-10-13T23:58:45.923257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPHR' from 'https://tdm.silogroup.org/data/derivative_storage/SPHR.csv'.
[2025-10-13T23:58:45.933227] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPHR'.
[2025-10-13T23:58:45.933580] [INFO ] [FORECASTER] Starting predict_future for SPHR
[2025-10-13T23:58:45.959179] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:45.959885] [DEBUG] [LOCAL     ] No optimal features file found for SPHR: ./output/feature-sets/SPHR.txt
[2025-10-13T23:58:45.959939] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:45.960022] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:45.960059] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:45.960118] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:45.979729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:45.980855] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:45.980979] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:45.981049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:46.025785] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:46.026031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:46.026107] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:46.026144] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:46.030828] [DEBUG] [FORECASTER] SPHR: Forecast T+1@11:T+2@11: UP (p=69.69%)
[2025-10-13T23:58:46.031131] [INFO ] [FORECASTER] Completed predict_future for SPHR
[2025-10-13T23:58:46.031277] [INFO ] [sig       ] SPHR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:46.174348] [INFO ] [LOCAL     ] Saved forecast: SPHR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPHR.txt
[2025-10-13T23:58:46.174588] [INFO ] [sig       ] [1440/1810] Completed SPHR in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:46.174630] [INFO ] [sig       ] [1441/1810] Forecasting SPIR...
[2025-10-13T23:58:46.174698] [INFO ] [sig       ] Generating forecast for: SPIR
[2025-10-13T23:58:46.174743] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPIR' from 'https://tdm.silogroup.org/data/derivative_storage/SPIR.csv'.
[2025-10-13T23:58:46.184123] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPIR'.
[2025-10-13T23:58:46.184444] [INFO ] [FORECASTER] Starting predict_future for SPIR
[2025-10-13T23:58:46.209063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:46.209777] [DEBUG] [LOCAL     ] No optimal features file found for SPIR: ./output/feature-sets/SPIR.txt
[2025-10-13T23:58:46.209832] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:46.209865] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:46.209892] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:46.209949] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:46.226718] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:46.227239] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:46.227317] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:46.227350] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:46.268890] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:46.268991] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:46.269028] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:46.269057] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:46.272190] [DEBUG] [FORECASTER] SPIR: Forecast T+1@11:T+2@11: DOWN (p=3.21%)
[2025-10-13T23:58:46.272451] [INFO ] [FORECASTER] Completed predict_future for SPIR
[2025-10-13T23:58:46.272606] [INFO ] [sig       ] SPIR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:46.410175] [INFO ] [LOCAL     ] Saved forecast: SPIR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPIR.txt
[2025-10-13T23:58:46.410404] [INFO ] [sig       ] [1441/1810] Completed SPIR in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:46.410445] [INFO ] [sig       ] [1442/1810] Forecasting SPMC...
[2025-10-13T23:58:46.410475] [INFO ] [sig       ] Generating forecast for: SPMC
[2025-10-13T23:58:46.410507] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPMC' from 'https://tdm.silogroup.org/data/derivative_storage/SPMC.csv'.
[2025-10-13T23:58:46.419534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPMC'.
[2025-10-13T23:58:46.419832] [INFO ] [FORECASTER] Starting predict_future for SPMC
[2025-10-13T23:58:46.444226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:46.444921] [DEBUG] [LOCAL     ] No optimal features file found for SPMC: ./output/feature-sets/SPMC.txt
[2025-10-13T23:58:46.444975] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:46.445008] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:46.445036] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:46.445093] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:46.461948] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:46.462491] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:46.462574] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:46.462608] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:46.502813] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:46.502896] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:46.502931] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:46.502960] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:46.505948] [DEBUG] [FORECASTER] SPMC: Forecast T+1@11:T+2@11: DOWN (p=31.28%)
[2025-10-13T23:58:46.506194] [INFO ] [FORECASTER] Completed predict_future for SPMC
[2025-10-13T23:58:46.506333] [INFO ] [sig       ] SPMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:46.643746] [INFO ] [LOCAL     ] Saved forecast: SPMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPMC.txt
[2025-10-13T23:58:46.643971] [INFO ] [sig       ] [1442/1810] Completed SPMC in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:46.644013] [INFO ] [sig       ] [1443/1810] Forecasting SPNT...
[2025-10-13T23:58:46.644043] [INFO ] [sig       ] Generating forecast for: SPNT
[2025-10-13T23:58:46.644075] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPNT' from 'https://tdm.silogroup.org/data/derivative_storage/SPNT.csv'.
[2025-10-13T23:58:46.653576] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPNT'.
[2025-10-13T23:58:46.653951] [INFO ] [FORECASTER] Starting predict_future for SPNT
[2025-10-13T23:58:46.679048] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:46.679733] [DEBUG] [LOCAL     ] No optimal features file found for SPNT: ./output/feature-sets/SPNT.txt
[2025-10-13T23:58:46.679788] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:46.679823] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:46.679851] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:46.679908] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:46.697537] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:46.698109] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:46.698189] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:46.698288] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:46.739217] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:46.739305] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:46.739341] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:46.739369] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:46.742448] [DEBUG] [FORECASTER] SPNT: Forecast T+1@11:T+2@11: DOWN (p=40.18%)
[2025-10-13T23:58:46.742747] [INFO ] [FORECASTER] Completed predict_future for SPNT
[2025-10-13T23:58:46.742929] [INFO ] [sig       ] SPNT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:46.884093] [INFO ] [LOCAL     ] Saved forecast: SPNT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPNT.txt
[2025-10-13T23:58:46.884335] [INFO ] [sig       ] [1443/1810] Completed SPNT in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:46.884397] [INFO ] [sig       ] [1444/1810] Forecasting SPOT...
[2025-10-13T23:58:46.884433] [INFO ] [sig       ] Generating forecast for: SPOT
[2025-10-13T23:58:46.884466] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPOT' from 'https://tdm.silogroup.org/data/derivative_storage/SPOT.csv'.
[2025-10-13T23:58:46.893673] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPOT'.
[2025-10-13T23:58:46.893986] [INFO ] [FORECASTER] Starting predict_future for SPOT
[2025-10-13T23:58:46.919352] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:46.920065] [DEBUG] [LOCAL     ] No optimal features file found for SPOT: ./output/feature-sets/SPOT.txt
[2025-10-13T23:58:46.920119] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:46.920153] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:46.920181] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:46.920237] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:46.938138] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:46.938791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:46.938877] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:46.938911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:46.981709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:46.981893] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:46.981939] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:46.981969] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:46.985697] [DEBUG] [FORECASTER] SPOT: Forecast T+1@11:T+2@11: UP (p=84.40%)
[2025-10-13T23:58:46.985971] [INFO ] [FORECASTER] Completed predict_future for SPOT
[2025-10-13T23:58:46.986110] [INFO ] [sig       ] SPOT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:47.131008] [INFO ] [LOCAL     ] Saved forecast: SPOT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPOT.txt
[2025-10-13T23:58:47.131274] [INFO ] [sig       ] [1444/1810] Completed SPOT in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:47.131317] [INFO ] [sig       ] [1445/1810] Forecasting SPR...
[2025-10-13T23:58:47.131348] [INFO ] [sig       ] Generating forecast for: SPR
[2025-10-13T23:58:47.131380] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPR' from 'https://tdm.silogroup.org/data/derivative_storage/SPR.csv'.
[2025-10-13T23:58:47.140927] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPR'.
[2025-10-13T23:58:47.141259] [INFO ] [FORECASTER] Starting predict_future for SPR
[2025-10-13T23:58:47.166665] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:47.167429] [DEBUG] [LOCAL     ] No optimal features file found for SPR: ./output/feature-sets/SPR.txt
[2025-10-13T23:58:47.167527] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:47.167576] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:47.167606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:47.167683] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:47.184932] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:47.185466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:47.185549] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:47.185583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:47.227812] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:47.227898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:47.227936] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:47.227966] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:47.231617] [DEBUG] [FORECASTER] SPR: Forecast T+1@11:T+2@11: UP (p=86.17%)
[2025-10-13T23:58:47.231899] [INFO ] [FORECASTER] Completed predict_future for SPR
[2025-10-13T23:58:47.232034] [INFO ] [sig       ] SPR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:47.374982] [INFO ] [LOCAL     ] Saved forecast: SPR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPR.txt
[2025-10-13T23:58:47.375241] [INFO ] [sig       ] [1445/1810] Completed SPR in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:47.375283] [INFO ] [sig       ] [1446/1810] Forecasting SPRU...
[2025-10-13T23:58:47.375313] [INFO ] [sig       ] Generating forecast for: SPRU
[2025-10-13T23:58:47.375345] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPRU' from 'https://tdm.silogroup.org/data/derivative_storage/SPRU.csv'.
[2025-10-13T23:58:47.384871] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPRU'.
[2025-10-13T23:58:47.385207] [INFO ] [FORECASTER] Starting predict_future for SPRU
[2025-10-13T23:58:47.410045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:47.410736] [DEBUG] [LOCAL     ] No optimal features file found for SPRU: ./output/feature-sets/SPRU.txt
[2025-10-13T23:58:47.410791] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:47.410824] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:47.410851] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:47.410908] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:47.428376] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:47.428960] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:47.429063] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:47.429119] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:47.473190] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:47.473269] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:47.473303] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:47.473332] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:47.476485] [DEBUG] [FORECASTER] SPRU: Forecast T+1@11:T+2@11: DOWN (p=11.98%)
[2025-10-13T23:58:47.477180] [INFO ] [FORECASTER] Completed predict_future for SPRU
[2025-10-13T23:58:47.477329] [INFO ] [sig       ] SPRU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:47.619780] [INFO ] [LOCAL     ] Saved forecast: SPRU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPRU.txt
[2025-10-13T23:58:47.620094] [INFO ] [sig       ] [1446/1810] Completed SPRU in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:47.620160] [INFO ] [sig       ] [1447/1810] Forecasting SPXC...
[2025-10-13T23:58:47.620212] [INFO ] [sig       ] Generating forecast for: SPXC
[2025-10-13T23:58:47.620249] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPXC' from 'https://tdm.silogroup.org/data/derivative_storage/SPXC.csv'.
[2025-10-13T23:58:47.630161] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPXC'.
[2025-10-13T23:58:47.630526] [INFO ] [FORECASTER] Starting predict_future for SPXC
[2025-10-13T23:58:47.656128] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:47.656941] [DEBUG] [LOCAL     ] No optimal features file found for SPXC: ./output/feature-sets/SPXC.txt
[2025-10-13T23:58:47.656998] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:47.657032] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:47.657060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:47.657116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:47.677246] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:47.678439] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:47.678545] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:47.678583] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:47.724589] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:47.724815] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:47.724868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:47.724899] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:47.728638] [DEBUG] [FORECASTER] SPXC: Forecast T+1@11:T+2@11: DOWN (p=45.14%)
[2025-10-13T23:58:47.728950] [INFO ] [FORECASTER] Completed predict_future for SPXC
[2025-10-13T23:58:47.729098] [INFO ] [sig       ] SPXC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:47.884910] [INFO ] [LOCAL     ] Saved forecast: SPXC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SPXC.txt
[2025-10-13T23:58:47.885137] [INFO ] [sig       ] [1447/1810] Completed SPXC in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:47.885178] [INFO ] [sig       ] [1448/1810] Forecasting SPXX...
[2025-10-13T23:58:47.885208] [INFO ] [sig       ] Generating forecast for: SPXX
[2025-10-13T23:58:47.885240] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SPXX' from 'https://tdm.silogroup.org/data/derivative_storage/SPXX.csv'.
[2025-10-13T23:58:47.893818] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SPXX'.
[2025-10-13T23:58:47.894099] [INFO ] [FORECASTER] Starting predict_future for SPXX
[2025-10-13T23:58:47.918530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:47.919213] [DEBUG] [LOCAL     ] No optimal features file found for SPXX: ./output/feature-sets/SPXX.txt
[2025-10-13T23:58:47.919268] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:47.919302] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:47.919329] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:47.919385] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:47.936078] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:47.936593] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:47.936696] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:47.936745] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:47.961742] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:47.961825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:47.961861] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:47.961891] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:47.964825] [DEBUG] [FORECASTER] SPXX: Forecast T+1@11:T+2@11: UP (p=97.50%)
[2025-10-13T23:58:47.965073] [INFO ] [FORECASTER] Completed predict_future for SPXX
[2025-10-13T23:58:47.965244] [INFO ] [sig       ] SPXX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:48.102727] [INFO ] [LOCAL     ] Saved forecast: SPXX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SPXX.txt
[2025-10-13T23:58:48.102936] [INFO ] [sig       ] [1448/1810] Completed SPXX in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.5m
[2025-10-13T23:58:48.102977] [INFO ] [sig       ] [1449/1810] Forecasting SQM...
[2025-10-13T23:58:48.103007] [INFO ] [sig       ] Generating forecast for: SQM
[2025-10-13T23:58:48.103039] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SQM' from 'https://tdm.silogroup.org/data/derivative_storage/SQM.csv'.
[2025-10-13T23:58:48.111249] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SQM'.
[2025-10-13T23:58:48.111540] [INFO ] [FORECASTER] Starting predict_future for SQM
[2025-10-13T23:58:48.135836] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:48.136481] [DEBUG] [LOCAL     ] No optimal features file found for SQM: ./output/feature-sets/SQM.txt
[2025-10-13T23:58:48.136534] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:48.136567] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:48.136595] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:48.136671] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:48.153524] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:48.154079] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:48.154156] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:48.154190] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:48.179698] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:48.179777] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:48.179812] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:48.179841] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:48.182772] [DEBUG] [FORECASTER] SQM: Forecast T+1@11:T+2@11: DOWN (p=11.16%)
[2025-10-13T23:58:48.183017] [INFO ] [FORECASTER] Completed predict_future for SQM
[2025-10-13T23:58:48.183133] [INFO ] [sig       ] SQM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:48.320360] [INFO ] [LOCAL     ] Saved forecast: SQM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SQM.txt
[2025-10-13T23:58:48.320569] [INFO ] [sig       ] [1449/1810] Completed SQM in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:48.320610] [INFO ] [sig       ] [1450/1810] Forecasting SQNS...
[2025-10-13T23:58:48.320716] [INFO ] [sig       ] Generating forecast for: SQNS
[2025-10-13T23:58:48.320759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SQNS' from 'https://tdm.silogroup.org/data/derivative_storage/SQNS.csv'.
[2025-10-13T23:58:48.329092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SQNS'.
[2025-10-13T23:58:48.329368] [INFO ] [FORECASTER] Starting predict_future for SQNS
[2025-10-13T23:58:48.353845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:48.354492] [DEBUG] [LOCAL     ] No optimal features file found for SQNS: ./output/feature-sets/SQNS.txt
[2025-10-13T23:58:48.354546] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:48.354578] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:48.354606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:48.354685] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:48.371691] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:48.372212] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:48.372289] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:48.372340] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:48.409795] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:48.409872] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:48.409907] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:48.409935] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:48.412879] [DEBUG] [FORECASTER] SQNS: Forecast T+1@11:T+2@11: UP (p=71.14%)
[2025-10-13T23:58:48.413122] [INFO ] [FORECASTER] Completed predict_future for SQNS
[2025-10-13T23:58:48.413245] [INFO ] [sig       ] SQNS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:48.551683] [INFO ] [LOCAL     ] Saved forecast: SQNS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SQNS.txt
[2025-10-13T23:58:48.551922] [INFO ] [sig       ] [1450/1810] Completed SQNS in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:48.551965] [INFO ] [sig       ] [1451/1810] Forecasting SR...
[2025-10-13T23:58:48.551995] [INFO ] [sig       ] Generating forecast for: SR
[2025-10-13T23:58:48.552027] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SR' from 'https://tdm.silogroup.org/data/derivative_storage/SR.csv'.
[2025-10-13T23:58:48.560720] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SR'.
[2025-10-13T23:58:48.560983] [INFO ] [FORECASTER] Starting predict_future for SR
[2025-10-13T23:58:48.585383] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:48.586076] [DEBUG] [LOCAL     ] No optimal features file found for SR: ./output/feature-sets/SR.txt
[2025-10-13T23:58:48.586132] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:48.586166] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:48.586194] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:48.586251] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:48.603084] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:48.603635] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:48.603743] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:48.603779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:48.642484] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:48.642571] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:48.642607] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:48.642635] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:48.645694] [DEBUG] [FORECASTER] SR: Forecast T+1@11:T+2@11: DOWN (p=27.12%)
[2025-10-13T23:58:48.645944] [INFO ] [FORECASTER] Completed predict_future for SR
[2025-10-13T23:58:48.646078] [INFO ] [sig       ] SR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:48.783107] [INFO ] [LOCAL     ] Saved forecast: SR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SR.txt
[2025-10-13T23:58:48.783318] [INFO ] [sig       ] [1451/1810] Completed SR in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:48.783361] [INFO ] [sig       ] [1452/1810] Forecasting SRE...
[2025-10-13T23:58:48.783391] [INFO ] [sig       ] Generating forecast for: SRE
[2025-10-13T23:58:48.783424] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRE' from 'https://tdm.silogroup.org/data/derivative_storage/SRE.csv'.
[2025-10-13T23:58:48.792698] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'SRE'.
[2025-10-13T23:58:48.793061] [INFO ] [FORECASTER] Starting predict_future for SRE
[2025-10-13T23:58:48.818462] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:48.819231] [DEBUG] [LOCAL     ] No optimal features file found for SRE: ./output/feature-sets/SRE.txt
[2025-10-13T23:58:48.819287] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:48.819341] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:48.819371] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:48.819427] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:48.836397] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:48.837005] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:48.837090] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:48.837126] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:48.882587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:48.882730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:48.882782] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:48.882813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:48.886051] [DEBUG] [FORECASTER] SRE: Forecast T+1@11:T+2@11: UP (p=92.52%)
[2025-10-13T23:58:48.886309] [INFO ] [FORECASTER] Completed predict_future for SRE
[2025-10-13T23:58:48.886447] [INFO ] [sig       ] SRE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:49.028531] [INFO ] [LOCAL     ] Saved forecast: SRE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SRE.txt
[2025-10-13T23:58:49.028843] [INFO ] [sig       ] [1452/1810] Completed SRE in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:49.028904] [INFO ] [sig       ] [1453/1810] Forecasting SREA...
[2025-10-13T23:58:49.028938] [INFO ] [sig       ] Generating forecast for: SREA
[2025-10-13T23:58:49.028970] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SREA' from 'https://tdm.silogroup.org/data/derivative_storage/SREA.csv'.
[2025-10-13T23:58:49.038244] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SREA'.
[2025-10-13T23:58:49.038569] [INFO ] [FORECASTER] Starting predict_future for SREA
[2025-10-13T23:58:49.063489] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:49.064242] [DEBUG] [LOCAL     ] No optimal features file found for SREA: ./output/feature-sets/SREA.txt
[2025-10-13T23:58:49.064298] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:49.064332] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:49.064361] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:49.064420] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:49.081806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:49.082374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:49.082455] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:49.082488] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:49.124957] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:49.125124] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:49.125165] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:49.125194] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:49.128714] [DEBUG] [FORECASTER] SREA: Forecast T+1@11:T+2@11: DOWN (p=0.60%)
[2025-10-13T23:58:49.128991] [INFO ] [FORECASTER] Completed predict_future for SREA
[2025-10-13T23:58:49.129132] [INFO ] [sig       ] SREA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:49.269368] [INFO ] [LOCAL     ] Saved forecast: SREA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SREA.txt
[2025-10-13T23:58:49.269637] [INFO ] [sig       ] [1453/1810] Completed SREA in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:49.269720] [INFO ] [sig       ] [1454/1810] Forecasting SRFM...
[2025-10-13T23:58:49.269756] [INFO ] [sig       ] Generating forecast for: SRFM
[2025-10-13T23:58:49.269789] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRFM' from 'https://tdm.silogroup.org/data/derivative_storage/SRFM.csv'.
[2025-10-13T23:58:49.279379] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRFM'.
[2025-10-13T23:58:49.279705] [INFO ] [FORECASTER] Starting predict_future for SRFM
[2025-10-13T23:58:49.304272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:49.305020] [DEBUG] [LOCAL     ] No optimal features file found for SRFM: ./output/feature-sets/SRFM.txt
[2025-10-13T23:58:49.305074] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:49.305108] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:49.305137] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:49.305194] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:49.322455] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:49.323103] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:49.323186] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:49.323222] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:49.367995] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:49.368195] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:49.368238] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:49.368270] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:49.371938] [DEBUG] [FORECASTER] SRFM: Forecast T+1@11:T+2@11: UP (p=66.41%)
[2025-10-13T23:58:49.372270] [INFO ] [FORECASTER] Completed predict_future for SRFM
[2025-10-13T23:58:49.372424] [INFO ] [sig       ] SRFM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:49.514703] [INFO ] [LOCAL     ] Saved forecast: SRFM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SRFM.txt
[2025-10-13T23:58:49.514950] [INFO ] [sig       ] [1454/1810] Completed SRFM in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:49.514995] [INFO ] [sig       ] [1455/1810] Forecasting SRG...
[2025-10-13T23:58:49.515029] [INFO ] [sig       ] Generating forecast for: SRG
[2025-10-13T23:58:49.515093] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRG' from 'https://tdm.silogroup.org/data/derivative_storage/SRG.csv'.
[2025-10-13T23:58:49.524709] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRG'.
[2025-10-13T23:58:49.525063] [INFO ] [FORECASTER] Starting predict_future for SRG
[2025-10-13T23:58:49.550673] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:49.551383] [DEBUG] [LOCAL     ] No optimal features file found for SRG: ./output/feature-sets/SRG.txt
[2025-10-13T23:58:49.551439] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:49.551473] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:49.551502] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:49.551562] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:49.569122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:49.569685] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:49.569773] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:49.569809] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:49.614502] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:49.614678] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:49.614740] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:49.614774] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:49.618234] [DEBUG] [FORECASTER] SRG: Forecast T+1@11:T+2@11: DOWN (p=4.54%)
[2025-10-13T23:58:49.618510] [INFO ] [FORECASTER] Completed predict_future for SRG
[2025-10-13T23:58:49.618700] [INFO ] [sig       ] SRG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:49.780847] [INFO ] [LOCAL     ] Saved forecast: SRG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SRG.txt
[2025-10-13T23:58:49.781069] [INFO ] [sig       ] [1455/1810] Completed SRG in 0.3s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:49.781112] [INFO ] [sig       ] [1456/1810] Forecasting SRI...
[2025-10-13T23:58:49.781143] [INFO ] [sig       ] Generating forecast for: SRI
[2025-10-13T23:58:49.781176] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRI' from 'https://tdm.silogroup.org/data/derivative_storage/SRI.csv'.
[2025-10-13T23:58:49.790703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRI'.
[2025-10-13T23:58:49.791144] [INFO ] [FORECASTER] Starting predict_future for SRI
[2025-10-13T23:58:49.816250] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:49.817123] [DEBUG] [LOCAL     ] No optimal features file found for SRI: ./output/feature-sets/SRI.txt
[2025-10-13T23:58:49.817179] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:49.817213] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:49.817241] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:49.817297] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:49.834554] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:49.835158] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:49.835242] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:49.835311] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:49.880166] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:49.880277] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:49.880314] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:49.880343] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:49.883521] [DEBUG] [FORECASTER] SRI: Forecast T+1@11:T+2@11: DOWN (p=25.62%)
[2025-10-13T23:58:49.883817] [INFO ] [FORECASTER] Completed predict_future for SRI
[2025-10-13T23:58:49.883960] [INFO ] [sig       ] SRI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:50.027672] [INFO ] [LOCAL     ] Saved forecast: SRI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SRI.txt
[2025-10-13T23:58:50.027929] [INFO ] [sig       ] [1456/1810] Completed SRI in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:50.027979] [INFO ] [sig       ] [1457/1810] Forecasting SRV...
[2025-10-13T23:58:50.028011] [INFO ] [sig       ] Generating forecast for: SRV
[2025-10-13T23:58:50.028043] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SRV' from 'https://tdm.silogroup.org/data/derivative_storage/SRV.csv'.
[2025-10-13T23:58:50.037720] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SRV'.
[2025-10-13T23:58:50.038000] [INFO ] [FORECASTER] Starting predict_future for SRV
[2025-10-13T23:58:50.062876] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:50.063579] [DEBUG] [LOCAL     ] No optimal features file found for SRV: ./output/feature-sets/SRV.txt
[2025-10-13T23:58:50.063633] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:50.063706] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:50.063744] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:50.063802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:50.080716] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:50.081259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:50.081340] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:50.081375] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:50.123611] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:50.123734] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:50.123778] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:50.123808] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:50.126889] [DEBUG] [FORECASTER] SRV: Forecast T+1@11:T+2@11: UP (p=99.62%)
[2025-10-13T23:58:50.127144] [INFO ] [FORECASTER] Completed predict_future for SRV
[2025-10-13T23:58:50.127282] [INFO ] [sig       ] SRV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:50.269277] [INFO ] [LOCAL     ] Saved forecast: SRV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SRV.txt
[2025-10-13T23:58:50.269491] [INFO ] [sig       ] [1457/1810] Completed SRV in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:50.269533] [INFO ] [sig       ] [1458/1810] Forecasting SSB...
[2025-10-13T23:58:50.269569] [INFO ] [sig       ] Generating forecast for: SSB
[2025-10-13T23:58:50.269604] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSB' from 'https://tdm.silogroup.org/data/derivative_storage/SSB.csv'.
[2025-10-13T23:58:50.279373] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSB'.
[2025-10-13T23:58:50.279676] [INFO ] [FORECASTER] Starting predict_future for SSB
[2025-10-13T23:58:50.304371] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:50.305159] [DEBUG] [LOCAL     ] No optimal features file found for SSB: ./output/feature-sets/SSB.txt
[2025-10-13T23:58:50.305214] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:50.305248] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:50.305276] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:50.305333] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:50.322912] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:50.323476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:50.323561] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:50.323597] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:50.360467] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:50.360588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:50.360629] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:50.360698] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:50.363962] [DEBUG] [FORECASTER] SSB: Forecast T+1@11:T+2@11: DOWN (p=4.30%)
[2025-10-13T23:58:50.364224] [INFO ] [FORECASTER] Completed predict_future for SSB
[2025-10-13T23:58:50.364357] [INFO ] [sig       ] SSB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:50.507007] [INFO ] [LOCAL     ] Saved forecast: SSB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SSB.txt
[2025-10-13T23:58:50.507224] [INFO ] [sig       ] [1458/1810] Completed SSB in 0.2s | 4.15 sym/s | Total: 5.8m | ETA: 1.4m
[2025-10-13T23:58:50.507265] [INFO ] [sig       ] [1459/1810] Forecasting SSD...
[2025-10-13T23:58:50.507296] [INFO ] [sig       ] Generating forecast for: SSD
[2025-10-13T23:58:50.507328] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSD' from 'https://tdm.silogroup.org/data/derivative_storage/SSD.csv'.
[2025-10-13T23:58:50.516433] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSD'.
[2025-10-13T23:58:50.516775] [INFO ] [FORECASTER] Starting predict_future for SSD
[2025-10-13T23:58:50.541572] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:50.542292] [DEBUG] [LOCAL     ] No optimal features file found for SSD: ./output/feature-sets/SSD.txt
[2025-10-13T23:58:50.542346] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:50.542398] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:50.542428] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:50.542484] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:50.559971] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:50.560506] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:50.560584] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:50.560618] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:50.596525] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:50.596621] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:50.596691] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:50.596767] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:50.603046] [DEBUG] [FORECASTER] SSD: Forecast T+1@11:T+2@11: DOWN (p=12.11%)
[2025-10-13T23:58:50.603306] [INFO ] [FORECASTER] Completed predict_future for SSD
[2025-10-13T23:58:50.603439] [INFO ] [sig       ] SSD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:50.744431] [INFO ] [LOCAL     ] Saved forecast: SSD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SSD.txt
[2025-10-13T23:58:50.744682] [INFO ] [sig       ] [1459/1810] Completed SSD in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:50.744745] [INFO ] [sig       ] [1460/1810] Forecasting SSL...
[2025-10-13T23:58:50.744779] [INFO ] [sig       ] Generating forecast for: SSL
[2025-10-13T23:58:50.744811] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSL' from 'https://tdm.silogroup.org/data/derivative_storage/SSL.csv'.
[2025-10-13T23:58:50.754939] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSL'.
[2025-10-13T23:58:50.755232] [INFO ] [FORECASTER] Starting predict_future for SSL
[2025-10-13T23:58:50.779698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:50.780383] [DEBUG] [LOCAL     ] No optimal features file found for SSL: ./output/feature-sets/SSL.txt
[2025-10-13T23:58:50.780437] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:50.780470] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:50.780500] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:50.780562] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:50.797530] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:50.798257] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:50.798338] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:50.798372] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:50.841134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:50.841241] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:50.841278] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:50.841306] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:50.844481] [DEBUG] [FORECASTER] SSL: Forecast T+1@11:T+2@11: DOWN (p=10.13%)
[2025-10-13T23:58:50.844792] [INFO ] [FORECASTER] Completed predict_future for SSL
[2025-10-13T23:58:50.844928] [INFO ] [sig       ] SSL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:50.987800] [INFO ] [LOCAL     ] Saved forecast: SSL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SSL.txt
[2025-10-13T23:58:50.988040] [INFO ] [sig       ] [1460/1810] Completed SSL in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:50.988082] [INFO ] [sig       ] [1461/1810] Forecasting SST...
[2025-10-13T23:58:50.988112] [INFO ] [sig       ] Generating forecast for: SST
[2025-10-13T23:58:50.988144] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SST' from 'https://tdm.silogroup.org/data/derivative_storage/SST.csv'.
[2025-10-13T23:58:50.997551] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SST'.
[2025-10-13T23:58:50.997863] [INFO ] [FORECASTER] Starting predict_future for SST
[2025-10-13T23:58:51.023715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:51.024487] [DEBUG] [LOCAL     ] No optimal features file found for SST: ./output/feature-sets/SST.txt
[2025-10-13T23:58:51.024543] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:51.024580] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:51.024610] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:51.024688] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:51.042736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:51.043287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:51.043367] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:51.043401] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:51.087516] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:51.087695] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:51.087750] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:51.087785] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:51.091169] [DEBUG] [FORECASTER] SST: Forecast T+1@11:T+2@11: DOWN (p=8.27%)
[2025-10-13T23:58:51.091439] [INFO ] [FORECASTER] Completed predict_future for SST
[2025-10-13T23:58:51.091583] [INFO ] [sig       ] SST: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:51.233990] [INFO ] [LOCAL     ] Saved forecast: SST	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SST.txt
[2025-10-13T23:58:51.234206] [INFO ] [sig       ] [1461/1810] Completed SST in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:51.234249] [INFO ] [sig       ] [1462/1810] Forecasting SSTK...
[2025-10-13T23:58:51.234279] [INFO ] [sig       ] Generating forecast for: SSTK
[2025-10-13T23:58:51.234311] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SSTK' from 'https://tdm.silogroup.org/data/derivative_storage/SSTK.csv'.
[2025-10-13T23:58:51.243708] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SSTK'.
[2025-10-13T23:58:51.244041] [INFO ] [FORECASTER] Starting predict_future for SSTK
[2025-10-13T23:58:51.268736] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:51.269388] [DEBUG] [LOCAL     ] No optimal features file found for SSTK: ./output/feature-sets/SSTK.txt
[2025-10-13T23:58:51.269443] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:51.269476] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:51.269506] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:51.269566] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:51.286410] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:51.286963] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:51.287040] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:51.287073] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:51.327871] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:51.328061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:51.328104] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:51.328134] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:51.331733] [DEBUG] [FORECASTER] SSTK: Forecast T+1@11:T+2@11: DOWN (p=5.81%)
[2025-10-13T23:58:51.332023] [INFO ] [FORECASTER] Completed predict_future for SSTK
[2025-10-13T23:58:51.332196] [INFO ] [sig       ] SSTK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:51.473624] [INFO ] [LOCAL     ] Saved forecast: SSTK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SSTK.txt
[2025-10-13T23:58:51.473926] [INFO ] [sig       ] [1462/1810] Completed SSTK in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:51.474015] [INFO ] [sig       ] [1463/1810] Forecasting ST...
[2025-10-13T23:58:51.474055] [INFO ] [sig       ] Generating forecast for: ST
[2025-10-13T23:58:51.474090] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ST' from 'https://tdm.silogroup.org/data/derivative_storage/ST.csv'.
[2025-10-13T23:58:51.482703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ST'.
[2025-10-13T23:58:51.482954] [INFO ] [FORECASTER] Starting predict_future for ST
[2025-10-13T23:58:51.507715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:51.508373] [DEBUG] [LOCAL     ] No optimal features file found for ST: ./output/feature-sets/ST.txt
[2025-10-13T23:58:51.508428] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:51.508461] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:51.508489] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:51.508550] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:51.525303] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:51.525901] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:51.525982] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:51.526016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:51.568224] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:51.568322] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:51.568365] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:51.568395] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:51.571383] [DEBUG] [FORECASTER] ST: Forecast T+1@11:T+2@11: DOWN (p=19.23%)
[2025-10-13T23:58:51.571627] [INFO ] [FORECASTER] Completed predict_future for ST
[2025-10-13T23:58:51.571798] [INFO ] [sig       ] ST: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:51.709456] [INFO ] [LOCAL     ] Saved forecast: ST	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ST.txt
[2025-10-13T23:58:51.709745] [INFO ] [sig       ] [1463/1810] Completed ST in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:51.709806] [INFO ] [sig       ] [1464/1810] Forecasting STAG...
[2025-10-13T23:58:51.709839] [INFO ] [sig       ] Generating forecast for: STAG
[2025-10-13T23:58:51.709873] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STAG' from 'https://tdm.silogroup.org/data/derivative_storage/STAG.csv'.
[2025-10-13T23:58:51.719569] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STAG'.
[2025-10-13T23:58:51.719948] [INFO ] [FORECASTER] Starting predict_future for STAG
[2025-10-13T23:58:51.746975] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:51.747838] [DEBUG] [LOCAL     ] No optimal features file found for STAG: ./output/feature-sets/STAG.txt
[2025-10-13T23:58:51.747897] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:51.747933] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:51.747964] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:51.748027] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:51.766535] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:51.767193] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:51.767278] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:51.767313] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:51.818454] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:51.818679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:51.818748] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:51.818783] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:51.822441] [DEBUG] [FORECASTER] STAG: Forecast T+1@11:T+2@11: UP (p=91.30%)
[2025-10-13T23:58:51.822764] [INFO ] [FORECASTER] Completed predict_future for STAG
[2025-10-13T23:58:51.822913] [INFO ] [sig       ] STAG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:51.962471] [INFO ] [LOCAL     ] Saved forecast: STAG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STAG.txt
[2025-10-13T23:58:51.962727] [INFO ] [sig       ] [1464/1810] Completed STAG in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:51.962787] [INFO ] [sig       ] [1465/1810] Forecasting STC...
[2025-10-13T23:58:51.962821] [INFO ] [sig       ] Generating forecast for: STC
[2025-10-13T23:58:51.962855] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STC' from 'https://tdm.silogroup.org/data/derivative_storage/STC.csv'.
[2025-10-13T23:58:51.972002] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STC'.
[2025-10-13T23:58:51.972286] [INFO ] [FORECASTER] Starting predict_future for STC
[2025-10-13T23:58:51.997137] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:51.997927] [DEBUG] [LOCAL     ] No optimal features file found for STC: ./output/feature-sets/STC.txt
[2025-10-13T23:58:51.997984] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:51.998019] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:51.998050] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:51.998109] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:52.015890] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:52.016508] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:52.016593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:52.016628] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:52.059720] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:52.059823] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:52.059860] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:52.059889] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:52.063001] [DEBUG] [FORECASTER] STC: Forecast T+1@11:T+2@11: DOWN (p=17.33%)
[2025-10-13T23:58:52.063254] [INFO ] [FORECASTER] Completed predict_future for STC
[2025-10-13T23:58:52.063389] [INFO ] [sig       ] STC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:52.251518] [INFO ] [LOCAL     ] Saved forecast: STC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STC.txt
[2025-10-13T23:58:52.251754] [INFO ] [sig       ] [1465/1810] Completed STC in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:52.251814] [INFO ] [sig       ] [1466/1810] Forecasting STE...
[2025-10-13T23:58:52.251847] [INFO ] [sig       ] Generating forecast for: STE
[2025-10-13T23:58:52.251880] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STE' from 'https://tdm.silogroup.org/data/derivative_storage/STE.csv'.
[2025-10-13T23:58:52.262389] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STE'.
[2025-10-13T23:58:52.262865] [INFO ] [FORECASTER] Starting predict_future for STE
[2025-10-13T23:58:52.292366] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:52.293316] [DEBUG] [LOCAL     ] No optimal features file found for STE: ./output/feature-sets/STE.txt
[2025-10-13T23:58:52.293378] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:52.293446] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:52.293478] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:52.293539] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:52.311097] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:52.312015] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:52.312116] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:52.312152] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:52.357610] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:52.357898] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:52.357950] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:52.357981] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:52.362190] [DEBUG] [FORECASTER] STE: Forecast T+1@11:T+2@11: DOWN (p=1.72%)
[2025-10-13T23:58:52.362518] [INFO ] [FORECASTER] Completed predict_future for STE
[2025-10-13T23:58:52.362706] [INFO ] [sig       ] STE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:52.519564] [INFO ] [LOCAL     ] Saved forecast: STE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STE.txt
[2025-10-13T23:58:52.519911] [INFO ] [sig       ] [1466/1810] Completed STE in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:52.519981] [INFO ] [sig       ] [1467/1810] Forecasting STEL...
[2025-10-13T23:58:52.520018] [INFO ] [sig       ] Generating forecast for: STEL
[2025-10-13T23:58:52.520054] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEL' from 'https://tdm.silogroup.org/data/derivative_storage/STEL.csv'.
[2025-10-13T23:58:52.531058] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEL'.
[2025-10-13T23:58:52.531436] [INFO ] [FORECASTER] Starting predict_future for STEL
[2025-10-13T23:58:52.556479] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:52.557236] [DEBUG] [LOCAL     ] No optimal features file found for STEL: ./output/feature-sets/STEL.txt
[2025-10-13T23:58:52.557291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:52.557325] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:52.557353] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:52.557410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:52.574337] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:52.574925] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:52.575008] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:52.575042] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:52.616734] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:52.616923] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:52.616970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:52.616999] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:52.620774] [DEBUG] [FORECASTER] STEL: Forecast T+1@11:T+2@11: UP (p=85.02%)
[2025-10-13T23:58:52.621064] [INFO ] [FORECASTER] Completed predict_future for STEL
[2025-10-13T23:58:52.621213] [INFO ] [sig       ] STEL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:52.760448] [INFO ] [LOCAL     ] Saved forecast: STEL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STEL.txt
[2025-10-13T23:58:52.760736] [INFO ] [sig       ] [1467/1810] Completed STEL in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:52.760862] [INFO ] [sig       ] [1468/1810] Forecasting STEM...
[2025-10-13T23:58:52.760913] [INFO ] [sig       ] Generating forecast for: STEM
[2025-10-13T23:58:52.760950] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEM' from 'https://tdm.silogroup.org/data/derivative_storage/STEM.csv'.
[2025-10-13T23:58:52.770008] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEM'.
[2025-10-13T23:58:52.770284] [INFO ] [FORECASTER] Starting predict_future for STEM
[2025-10-13T23:58:52.794784] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:52.795458] [DEBUG] [LOCAL     ] No optimal features file found for STEM: ./output/feature-sets/STEM.txt
[2025-10-13T23:58:52.795512] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:52.795545] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:52.795573] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:52.795630] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:52.813289] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:52.814260] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:52.814346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:52.814381] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:52.857608] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:52.857739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:52.857785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:52.857816] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:52.861025] [DEBUG] [FORECASTER] STEM: Forecast T+1@11:T+2@11: UP (p=79.66%)
[2025-10-13T23:58:52.861291] [INFO ] [FORECASTER] Completed predict_future for STEM
[2025-10-13T23:58:52.861429] [INFO ] [sig       ] STEM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:52.999510] [INFO ] [LOCAL     ] Saved forecast: STEM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STEM.txt
[2025-10-13T23:58:52.999777] [INFO ] [sig       ] [1468/1810] Completed STEM in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:52.999837] [INFO ] [sig       ] [1469/1810] Forecasting STEW...
[2025-10-13T23:58:52.999871] [INFO ] [sig       ] Generating forecast for: STEW
[2025-10-13T23:58:52.999903] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STEW' from 'https://tdm.silogroup.org/data/derivative_storage/STEW.csv'.
[2025-10-13T23:58:53.009848] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STEW'.
[2025-10-13T23:58:53.010159] [INFO ] [FORECASTER] Starting predict_future for STEW
[2025-10-13T23:58:53.034607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:53.035300] [DEBUG] [LOCAL     ] No optimal features file found for STEW: ./output/feature-sets/STEW.txt
[2025-10-13T23:58:53.035355] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:53.035388] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:53.035416] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:53.035522] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:53.052286] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:53.052871] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:53.052952] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:53.052985] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:53.095735] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:53.095836] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:53.095873] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:53.095902] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:53.099011] [DEBUG] [FORECASTER] STEW: Forecast T+1@11:T+2@11: DOWN (p=13.35%)
[2025-10-13T23:58:53.099262] [INFO ] [FORECASTER] Completed predict_future for STEW
[2025-10-13T23:58:53.099397] [INFO ] [sig       ] STEW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:53.237493] [INFO ] [LOCAL     ] Saved forecast: STEW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STEW.txt
[2025-10-13T23:58:53.237783] [INFO ] [sig       ] [1469/1810] Completed STEW in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:53.237844] [INFO ] [sig       ] [1470/1810] Forecasting STK...
[2025-10-13T23:58:53.237877] [INFO ] [sig       ] Generating forecast for: STK
[2025-10-13T23:58:53.237910] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STK' from 'https://tdm.silogroup.org/data/derivative_storage/STK.csv'.
[2025-10-13T23:58:53.247458] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STK'.
[2025-10-13T23:58:53.247879] [INFO ] [FORECASTER] Starting predict_future for STK
[2025-10-13T23:58:53.272954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:53.273629] [DEBUG] [LOCAL     ] No optimal features file found for STK: ./output/feature-sets/STK.txt
[2025-10-13T23:58:53.273710] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:53.273751] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:53.273779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:53.273836] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:53.290624] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:53.291240] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:53.291322] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:53.291355] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:53.323983] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:53.324152] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:53.324196] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:53.324227] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:53.327813] [DEBUG] [FORECASTER] STK: Forecast T+1@11:T+2@11: DOWN (p=32.74%)
[2025-10-13T23:58:53.328085] [INFO ] [FORECASTER] Completed predict_future for STK
[2025-10-13T23:58:53.328223] [INFO ] [sig       ] STK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:53.473120] [INFO ] [LOCAL     ] Saved forecast: STK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STK.txt
[2025-10-13T23:58:53.473391] [INFO ] [sig       ] [1470/1810] Completed STK in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:53.473435] [INFO ] [sig       ] [1471/1810] Forecasting STLA...
[2025-10-13T23:58:53.473466] [INFO ] [sig       ] Generating forecast for: STLA
[2025-10-13T23:58:53.473499] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STLA' from 'https://tdm.silogroup.org/data/derivative_storage/STLA.csv'.
[2025-10-13T23:58:53.482213] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STLA'.
[2025-10-13T23:58:53.482525] [INFO ] [FORECASTER] Starting predict_future for STLA
[2025-10-13T23:58:53.507688] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:53.508397] [DEBUG] [LOCAL     ] No optimal features file found for STLA: ./output/feature-sets/STLA.txt
[2025-10-13T23:58:53.508451] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:53.508486] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:53.508514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:53.508577] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:53.529033] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:53.529639] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:53.529752] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:53.529787] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:53.573028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:53.573190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:53.573233] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:53.573263] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:53.576793] [DEBUG] [FORECASTER] STLA: Forecast T+1@11:T+2@11: DOWN (p=2.95%)
[2025-10-13T23:58:53.577061] [INFO ] [FORECASTER] Completed predict_future for STLA
[2025-10-13T23:58:53.577202] [INFO ] [sig       ] STLA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:53.723933] [INFO ] [LOCAL     ] Saved forecast: STLA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STLA.txt
[2025-10-13T23:58:53.724196] [INFO ] [sig       ] [1471/1810] Completed STLA in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:53.724240] [INFO ] [sig       ] [1472/1810] Forecasting STM...
[2025-10-13T23:58:53.724273] [INFO ] [sig       ] Generating forecast for: STM
[2025-10-13T23:58:53.724315] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STM' from 'https://tdm.silogroup.org/data/derivative_storage/STM.csv'.
[2025-10-13T23:58:53.734021] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STM'.
[2025-10-13T23:58:53.734355] [INFO ] [FORECASTER] Starting predict_future for STM
[2025-10-13T23:58:53.759387] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:53.760166] [DEBUG] [LOCAL     ] No optimal features file found for STM: ./output/feature-sets/STM.txt
[2025-10-13T23:58:53.760222] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:53.760257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:53.760287] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:53.760344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:53.779111] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:53.779825] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:53.779909] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:53.779943] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:53.815013] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:53.815199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:53.815281] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:53.815313] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:53.820703] [DEBUG] [FORECASTER] STM: Forecast T+1@11:T+2@11: DOWN (p=7.96%)
[2025-10-13T23:58:53.821019] [INFO ] [FORECASTER] Completed predict_future for STM
[2025-10-13T23:58:53.821182] [INFO ] [sig       ] STM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:53.972881] [INFO ] [LOCAL     ] Saved forecast: STM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STM.txt
[2025-10-13T23:58:53.973098] [INFO ] [sig       ] [1472/1810] Completed STM in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:53.973142] [INFO ] [sig       ] [1473/1810] Forecasting STN...
[2025-10-13T23:58:53.973174] [INFO ] [sig       ] Generating forecast for: STN
[2025-10-13T23:58:53.973207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STN' from 'https://tdm.silogroup.org/data/derivative_storage/STN.csv'.
[2025-10-13T23:58:53.982264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STN'.
[2025-10-13T23:58:53.982593] [INFO ] [FORECASTER] Starting predict_future for STN
[2025-10-13T23:58:54.007120] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:54.007872] [DEBUG] [LOCAL     ] No optimal features file found for STN: ./output/feature-sets/STN.txt
[2025-10-13T23:58:54.007927] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:54.007978] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:54.008008] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:54.008065] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:54.024844] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:54.025377] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:54.025459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:54.025493] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:54.067063] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:54.067170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:54.067209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:54.067239] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:54.070441] [DEBUG] [FORECASTER] STN: Forecast T+1@11:T+2@11: DOWN (p=27.13%)
[2025-10-13T23:58:54.070733] [INFO ] [FORECASTER] Completed predict_future for STN
[2025-10-13T23:58:54.070880] [INFO ] [sig       ] STN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:54.209304] [INFO ] [LOCAL     ] Saved forecast: STN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STN.txt
[2025-10-13T23:58:54.209535] [INFO ] [sig       ] [1473/1810] Completed STN in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.4m
[2025-10-13T23:58:54.209578] [INFO ] [sig       ] [1474/1810] Forecasting STNG...
[2025-10-13T23:58:54.209611] [INFO ] [sig       ] Generating forecast for: STNG
[2025-10-13T23:58:54.209666] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STNG' from 'https://tdm.silogroup.org/data/derivative_storage/STNG.csv'.
[2025-10-13T23:58:54.219426] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STNG'.
[2025-10-13T23:58:54.219817] [INFO ] [FORECASTER] Starting predict_future for STNG
[2025-10-13T23:58:54.245380] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:54.246116] [DEBUG] [LOCAL     ] No optimal features file found for STNG: ./output/feature-sets/STNG.txt
[2025-10-13T23:58:54.246172] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:54.246208] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:54.246237] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:54.246296] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:54.263908] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:54.264453] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:54.264535] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:54.264571] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:54.305573] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:54.305797] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:54.305852] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:54.305885] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:54.309469] [DEBUG] [FORECASTER] STNG: Forecast T+1@11:T+2@11: DOWN (p=0.77%)
[2025-10-13T23:58:54.309806] [INFO ] [FORECASTER] Completed predict_future for STNG
[2025-10-13T23:58:54.309961] [INFO ] [sig       ] STNG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:54.455634] [INFO ] [LOCAL     ] Saved forecast: STNG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STNG.txt
[2025-10-13T23:58:54.455918] [INFO ] [sig       ] [1474/1810] Completed STNG in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:54.455965] [INFO ] [sig       ] [1475/1810] Forecasting STRV...
[2025-10-13T23:58:54.455997] [INFO ] [sig       ] Generating forecast for: STRV
[2025-10-13T23:58:54.456030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STRV' from 'https://tdm.silogroup.org/data/derivative_storage/STRV.csv'.
[2025-10-13T23:58:54.466316] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STRV'.
[2025-10-13T23:58:54.466749] [INFO ] [FORECASTER] Starting predict_future for STRV
[2025-10-13T23:58:54.495942] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:54.496807] [DEBUG] [LOCAL     ] No optimal features file found for STRV: ./output/feature-sets/STRV.txt
[2025-10-13T23:58:54.496863] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:54.496898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:54.496927] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:54.496992] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:54.518162] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:54.518772] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:54.518855] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:54.518890] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:54.563545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:54.563696] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:54.563751] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:54.563784] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:54.567599] [DEBUG] [FORECASTER] STRV: Forecast T+1@11:T+2@11: DOWN (p=35.05%)
[2025-10-13T23:58:54.567991] [INFO ] [FORECASTER] Completed predict_future for STRV
[2025-10-13T23:58:54.568147] [INFO ] [sig       ] STRV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:54.710172] [INFO ] [LOCAL     ] Saved forecast: STRV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STRV.txt
[2025-10-13T23:58:54.710381] [INFO ] [sig       ] [1475/1810] Completed STRV in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:54.710422] [INFO ] [sig       ] [1476/1810] Forecasting STT...
[2025-10-13T23:58:54.710453] [INFO ] [sig       ] Generating forecast for: STT
[2025-10-13T23:58:54.710484] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STT' from 'https://tdm.silogroup.org/data/derivative_storage/STT.csv'.
[2025-10-13T23:58:54.719631] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STT'.
[2025-10-13T23:58:54.719944] [INFO ] [FORECASTER] Starting predict_future for STT
[2025-10-13T23:58:54.744200] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:54.744945] [DEBUG] [LOCAL     ] No optimal features file found for STT: ./output/feature-sets/STT.txt
[2025-10-13T23:58:54.744999] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:54.745032] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:54.745060] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:54.745116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:54.761949] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:54.762512] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:54.762589] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:54.762623] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:54.804378] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:54.804464] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:54.804499] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:54.804529] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:54.807692] [DEBUG] [FORECASTER] STT: Forecast T+1@11:T+2@11: UP (p=63.26%)
[2025-10-13T23:58:54.807949] [INFO ] [FORECASTER] Completed predict_future for STT
[2025-10-13T23:58:54.808082] [INFO ] [sig       ] STT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:54.946456] [INFO ] [LOCAL     ] Saved forecast: STT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STT.txt
[2025-10-13T23:58:54.946677] [INFO ] [sig       ] [1476/1810] Completed STT in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:54.946737] [INFO ] [sig       ] [1477/1810] Forecasting STVN...
[2025-10-13T23:58:54.946770] [INFO ] [sig       ] Generating forecast for: STVN
[2025-10-13T23:58:54.946803] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STVN' from 'https://tdm.silogroup.org/data/derivative_storage/STVN.csv'.
[2025-10-13T23:58:54.956931] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STVN'.
[2025-10-13T23:58:54.957316] [INFO ] [FORECASTER] Starting predict_future for STVN
[2025-10-13T23:58:54.985333] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:54.986211] [DEBUG] [LOCAL     ] No optimal features file found for STVN: ./output/feature-sets/STVN.txt
[2025-10-13T23:58:54.986269] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:54.986303] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:54.986331] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:54.986387] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:55.007941] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:55.008504] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:55.008593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:55.008634] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:55.053179] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:55.053271] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:55.053308] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:55.053337] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:55.056633] [DEBUG] [FORECASTER] STVN: Forecast T+1@11:T+2@11: DOWN (p=17.96%)
[2025-10-13T23:58:55.056995] [INFO ] [FORECASTER] Completed predict_future for STVN
[2025-10-13T23:58:55.057148] [INFO ] [sig       ] STVN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:55.222666] [INFO ] [LOCAL     ] Saved forecast: STVN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STVN.txt
[2025-10-13T23:58:55.223007] [INFO ] [sig       ] [1477/1810] Completed STVN in 0.3s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:55.223085] [INFO ] [sig       ] [1478/1810] Forecasting STWD...
[2025-10-13T23:58:55.223155] [INFO ] [sig       ] Generating forecast for: STWD
[2025-10-13T23:58:55.223232] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STWD' from 'https://tdm.silogroup.org/data/derivative_storage/STWD.csv'.
[2025-10-13T23:58:55.233964] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STWD'.
[2025-10-13T23:58:55.234326] [INFO ] [FORECASTER] Starting predict_future for STWD
[2025-10-13T23:58:55.258844] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:55.259536] [DEBUG] [LOCAL     ] No optimal features file found for STWD: ./output/feature-sets/STWD.txt
[2025-10-13T23:58:55.259591] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:55.259624] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:55.259685] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:55.259760] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:55.276447] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:55.277029] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:55.277113] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:55.277147] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:55.322103] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:55.322199] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:55.322234] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:55.322263] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:55.325321] [DEBUG] [FORECASTER] STWD: Forecast T+1@11:T+2@11: DOWN (p=14.40%)
[2025-10-13T23:58:55.325571] [INFO ] [FORECASTER] Completed predict_future for STWD
[2025-10-13T23:58:55.325739] [INFO ] [sig       ] STWD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:55.464173] [INFO ] [LOCAL     ] Saved forecast: STWD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STWD.txt
[2025-10-13T23:58:55.464400] [INFO ] [sig       ] [1478/1810] Completed STWD in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:55.464443] [INFO ] [sig       ] [1479/1810] Forecasting STXD...
[2025-10-13T23:58:55.464474] [INFO ] [sig       ] Generating forecast for: STXD
[2025-10-13T23:58:55.464506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXD' from 'https://tdm.silogroup.org/data/derivative_storage/STXD.csv'.
[2025-10-13T23:58:55.473299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STXD'.
[2025-10-13T23:58:55.473567] [INFO ] [FORECASTER] Starting predict_future for STXD
[2025-10-13T23:58:55.497954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:55.498630] [DEBUG] [LOCAL     ] No optimal features file found for STXD: ./output/feature-sets/STXD.txt
[2025-10-13T23:58:55.498710] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:55.498750] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:55.498779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:55.498835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:55.515492] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:55.516071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:55.516150] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:55.516184] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:55.560905] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:55.561023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:55.561061] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:55.561090] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:55.564318] [DEBUG] [FORECASTER] STXD: Forecast T+1@11:T+2@11: UP (p=97.46%)
[2025-10-13T23:58:55.564580] [INFO ] [FORECASTER] Completed predict_future for STXD
[2025-10-13T23:58:55.564753] [INFO ] [sig       ] STXD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:55.702412] [INFO ] [LOCAL     ] Saved forecast: STXD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STXD.txt
[2025-10-13T23:58:55.702662] [INFO ] [sig       ] [1479/1810] Completed STXD in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:55.702723] [INFO ] [sig       ] [1480/1810] Forecasting STXE...
[2025-10-13T23:58:55.702756] [INFO ] [sig       ] Generating forecast for: STXE
[2025-10-13T23:58:55.702787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXE' from 'https://tdm.silogroup.org/data/derivative_storage/STXE.csv'.
[2025-10-13T23:58:55.712025] [DEBUG] [REMOTE    ] Successfully parsed 1791 rows of historical data for symbol 'STXE'.
[2025-10-13T23:58:55.712383] [INFO ] [FORECASTER] Starting predict_future for STXE
[2025-10-13T23:58:55.737031] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:55.737807] [DEBUG] [LOCAL     ] No optimal features file found for STXE: ./output/feature-sets/STXE.txt
[2025-10-13T23:58:55.737863] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:55.737916] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:55.737947] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:55.738004] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:55.755556] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:55.756156] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:55.756239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:55.756272] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:55.798068] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:55.798283] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:55.798346] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:55.798380] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:55.802596] [DEBUG] [FORECASTER] STXE: Forecast T+1@11:T+2@11: UP (p=73.28%)
[2025-10-13T23:58:55.802964] [INFO ] [FORECASTER] Completed predict_future for STXE
[2025-10-13T23:58:55.803134] [INFO ] [sig       ] STXE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:55.952343] [INFO ] [LOCAL     ] Saved forecast: STXE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STXE.txt
[2025-10-13T23:58:55.952570] [INFO ] [sig       ] [1480/1810] Completed STXE in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:55.952613] [INFO ] [sig       ] [1481/1810] Forecasting STXG...
[2025-10-13T23:58:55.952670] [INFO ] [sig       ] Generating forecast for: STXG
[2025-10-13T23:58:55.952726] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXG' from 'https://tdm.silogroup.org/data/derivative_storage/STXG.csv'.
[2025-10-13T23:58:55.962012] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXG'.
[2025-10-13T23:58:55.962296] [INFO ] [FORECASTER] Starting predict_future for STXG
[2025-10-13T23:58:55.987822] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:55.988570] [DEBUG] [LOCAL     ] No optimal features file found for STXG: ./output/feature-sets/STXG.txt
[2025-10-13T23:58:55.988632] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:55.988706] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:55.988745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:55.988803] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:56.006364] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:56.007014] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:56.007098] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:56.007133] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:56.046302] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:56.046434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:56.046473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:56.046502] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:56.049813] [DEBUG] [FORECASTER] STXG: Forecast T+1@11:T+2@11: UP (p=66.22%)
[2025-10-13T23:58:56.050074] [INFO ] [FORECASTER] Completed predict_future for STXG
[2025-10-13T23:58:56.050208] [INFO ] [sig       ] STXG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:56.195302] [INFO ] [LOCAL     ] Saved forecast: STXG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STXG.txt
[2025-10-13T23:58:56.195734] [INFO ] [sig       ] [1481/1810] Completed STXG in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:56.195805] [INFO ] [sig       ] [1482/1810] Forecasting STXK...
[2025-10-13T23:58:56.195880] [INFO ] [sig       ] Generating forecast for: STXK
[2025-10-13T23:58:56.195941] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXK' from 'https://tdm.silogroup.org/data/derivative_storage/STXK.csv'.
[2025-10-13T23:58:56.204755] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXK'.
[2025-10-13T23:58:56.205095] [INFO ] [FORECASTER] Starting predict_future for STXK
[2025-10-13T23:58:56.229744] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:56.230399] [DEBUG] [LOCAL     ] No optimal features file found for STXK: ./output/feature-sets/STXK.txt
[2025-10-13T23:58:56.230452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:56.230530] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:56.230568] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:56.230626] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:56.247333] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:56.247944] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:56.248025] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:56.248059] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:56.289986] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:56.290075] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:56.290111] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:56.290140] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:56.293174] [DEBUG] [FORECASTER] STXK: Forecast T+1@11:T+2@11: UP (p=97.47%)
[2025-10-13T23:58:56.293426] [INFO ] [FORECASTER] Completed predict_future for STXK
[2025-10-13T23:58:56.293557] [INFO ] [sig       ] STXK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:56.431377] [INFO ] [LOCAL     ] Saved forecast: STXK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STXK.txt
[2025-10-13T23:58:56.431603] [INFO ] [sig       ] [1482/1810] Completed STXK in 0.2s | 4.15 sym/s | Total: 5.9m | ETA: 1.3m
[2025-10-13T23:58:56.431665] [INFO ] [sig       ] [1483/1810] Forecasting STXT...
[2025-10-13T23:58:56.431721] [INFO ] [sig       ] Generating forecast for: STXT
[2025-10-13T23:58:56.431756] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXT' from 'https://tdm.silogroup.org/data/derivative_storage/STXT.csv'.
[2025-10-13T23:58:56.441198] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'STXT'.
[2025-10-13T23:58:56.441569] [INFO ] [FORECASTER] Starting predict_future for STXT
[2025-10-13T23:58:56.466975] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:56.467751] [DEBUG] [LOCAL     ] No optimal features file found for STXT: ./output/feature-sets/STXT.txt
[2025-10-13T23:58:56.467807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:56.467841] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:56.467868] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:56.467924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:56.485755] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:56.486353] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:56.486442] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:56.486476] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:56.526031] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:56.526228] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:56.526272] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:56.526302] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:56.530114] [DEBUG] [FORECASTER] STXT: Forecast T+1@11:T+2@11: UP (p=97.01%)
[2025-10-13T23:58:56.530422] [INFO ] [FORECASTER] Completed predict_future for STXT
[2025-10-13T23:58:56.530595] [INFO ] [sig       ] STXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:56.675969] [INFO ] [LOCAL     ] Saved forecast: STXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/STXT.txt
[2025-10-13T23:58:56.676225] [INFO ] [sig       ] [1483/1810] Completed STXT in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:56.676269] [INFO ] [sig       ] [1484/1810] Forecasting STXV...
[2025-10-13T23:58:56.676302] [INFO ] [sig       ] Generating forecast for: STXV
[2025-10-13T23:58:56.676346] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STXV' from 'https://tdm.silogroup.org/data/derivative_storage/STXV.csv'.
[2025-10-13T23:58:56.685627] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STXV'.
[2025-10-13T23:58:56.685994] [INFO ] [FORECASTER] Starting predict_future for STXV
[2025-10-13T23:58:56.710945] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:56.711611] [DEBUG] [LOCAL     ] No optimal features file found for STXV: ./output/feature-sets/STXV.txt
[2025-10-13T23:58:56.711707] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:56.711762] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:56.711793] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:56.711849] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:56.728973] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:56.729531] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:56.729620] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:56.729702] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:56.772891] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:56.772996] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:56.773033] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:56.773061] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:56.776228] [DEBUG] [FORECASTER] STXV: Forecast T+1@11:T+2@11: DOWN (p=4.22%)
[2025-10-13T23:58:56.776484] [INFO ] [FORECASTER] Completed predict_future for STXV
[2025-10-13T23:58:56.776621] [INFO ] [sig       ] STXV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:56.915831] [INFO ] [LOCAL     ] Saved forecast: STXV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STXV.txt
[2025-10-13T23:58:56.916074] [INFO ] [sig       ] [1484/1810] Completed STXV in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:56.916117] [INFO ] [sig       ] [1485/1810] Forecasting STZ...
[2025-10-13T23:58:56.916147] [INFO ] [sig       ] Generating forecast for: STZ
[2025-10-13T23:58:56.916178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'STZ' from 'https://tdm.silogroup.org/data/derivative_storage/STZ.csv'.
[2025-10-13T23:58:56.926000] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'STZ'.
[2025-10-13T23:58:56.926361] [INFO ] [FORECASTER] Starting predict_future for STZ
[2025-10-13T23:58:56.952499] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:56.953248] [DEBUG] [LOCAL     ] No optimal features file found for STZ: ./output/feature-sets/STZ.txt
[2025-10-13T23:58:56.953303] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:56.953336] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:56.953364] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:56.953423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:56.970702] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:56.971273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:56.971353] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:56.971386] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:57.014945] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:57.015073] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:57.015113] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:57.015144] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:57.021879] [DEBUG] [FORECASTER] STZ: Forecast T+1@11:T+2@11: DOWN (p=33.24%)
[2025-10-13T23:58:57.022186] [INFO ] [FORECASTER] Completed predict_future for STZ
[2025-10-13T23:58:57.022338] [INFO ] [sig       ] STZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:57.166832] [INFO ] [LOCAL     ] Saved forecast: STZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/STZ.txt
[2025-10-13T23:58:57.167141] [INFO ] [sig       ] [1485/1810] Completed STZ in 0.3s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:57.167187] [INFO ] [sig       ] [1486/1810] Forecasting SU...
[2025-10-13T23:58:57.167220] [INFO ] [sig       ] Generating forecast for: SU
[2025-10-13T23:58:57.167253] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SU' from 'https://tdm.silogroup.org/data/derivative_storage/SU.csv'.
[2025-10-13T23:58:57.176915] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SU'.
[2025-10-13T23:58:57.177265] [INFO ] [FORECASTER] Starting predict_future for SU
[2025-10-13T23:58:57.201863] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:57.202551] [DEBUG] [LOCAL     ] No optimal features file found for SU: ./output/feature-sets/SU.txt
[2025-10-13T23:58:57.202605] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:57.202639] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:57.202717] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:57.202779] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:57.220203] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:57.220799] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:57.220880] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:57.220913] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:57.264385] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:57.264498] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:57.264536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:57.264564] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:57.267818] [DEBUG] [FORECASTER] SU: Forecast T+1@11:T+2@11: UP (p=97.78%)
[2025-10-13T23:58:57.268074] [INFO ] [FORECASTER] Completed predict_future for SU
[2025-10-13T23:58:57.268210] [INFO ] [sig       ] SU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:57.406241] [INFO ] [LOCAL     ] Saved forecast: SU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SU.txt
[2025-10-13T23:58:57.406470] [INFO ] [sig       ] [1486/1810] Completed SU in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:57.406512] [INFO ] [sig       ] [1487/1810] Forecasting SUI...
[2025-10-13T23:58:57.406543] [INFO ] [sig       ] Generating forecast for: SUI
[2025-10-13T23:58:57.406575] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUI' from 'https://tdm.silogroup.org/data/derivative_storage/SUI.csv'.
[2025-10-13T23:58:57.415603] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUI'.
[2025-10-13T23:58:57.415903] [INFO ] [FORECASTER] Starting predict_future for SUI
[2025-10-13T23:58:57.440126] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:57.440868] [DEBUG] [LOCAL     ] No optimal features file found for SUI: ./output/feature-sets/SUI.txt
[2025-10-13T23:58:57.440923] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:57.440974] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:57.441003] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:57.441058] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:57.457936] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:57.458464] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:57.458546] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:57.458578] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:57.502300] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:57.502401] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:57.502438] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:57.502466] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:57.505596] [DEBUG] [FORECASTER] SUI: Forecast T+1@11:T+2@11: DOWN (p=32.96%)
[2025-10-13T23:58:57.505881] [INFO ] [FORECASTER] Completed predict_future for SUI
[2025-10-13T23:58:57.506023] [INFO ] [sig       ] SUI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:57.643624] [INFO ] [LOCAL     ] Saved forecast: SUI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SUI.txt
[2025-10-13T23:58:57.643891] [INFO ] [sig       ] [1487/1810] Completed SUI in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:57.643937] [INFO ] [sig       ] [1488/1810] Forecasting SUN...
[2025-10-13T23:58:57.643968] [INFO ] [sig       ] Generating forecast for: SUN
[2025-10-13T23:58:57.644000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUN' from 'https://tdm.silogroup.org/data/derivative_storage/SUN.csv'.
[2025-10-13T23:58:57.653866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUN'.
[2025-10-13T23:58:57.654199] [INFO ] [FORECASTER] Starting predict_future for SUN
[2025-10-13T23:58:57.678839] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:57.679489] [DEBUG] [LOCAL     ] No optimal features file found for SUN: ./output/feature-sets/SUN.txt
[2025-10-13T23:58:57.679543] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:57.679577] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:57.679604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:57.679683] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:57.696398] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:57.696962] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:57.697047] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:57.697080] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:57.736960] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:57.737076] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:57.737115] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:57.737144] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:57.740486] [DEBUG] [FORECASTER] SUN: Forecast T+1@11:T+2@11: DOWN (p=10.65%)
[2025-10-13T23:58:57.740795] [INFO ] [FORECASTER] Completed predict_future for SUN
[2025-10-13T23:58:57.741343] [INFO ] [sig       ] SUN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:57.878825] [INFO ] [LOCAL     ] Saved forecast: SUN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SUN.txt
[2025-10-13T23:58:57.879061] [INFO ] [sig       ] [1488/1810] Completed SUN in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:57.879103] [INFO ] [sig       ] [1489/1810] Forecasting SUPV...
[2025-10-13T23:58:57.879133] [INFO ] [sig       ] Generating forecast for: SUPV
[2025-10-13T23:58:57.879165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUPV' from 'https://tdm.silogroup.org/data/derivative_storage/SUPV.csv'.
[2025-10-13T23:58:57.887828] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUPV'.
[2025-10-13T23:58:57.888103] [INFO ] [FORECASTER] Starting predict_future for SUPV
[2025-10-13T23:58:57.912432] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:57.913112] [DEBUG] [LOCAL     ] No optimal features file found for SUPV: ./output/feature-sets/SUPV.txt
[2025-10-13T23:58:57.913166] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:57.913199] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:57.913226] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:57.913283] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:57.930325] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:57.930899] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:57.930979] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:57.931013] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:57.974667] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:57.974982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:57.975044] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:57.975098] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:57.978366] [DEBUG] [FORECASTER] SUPV: Forecast T+1@11:T+2@11: UP (p=80.58%)
[2025-10-13T23:58:57.978616] [INFO ] [FORECASTER] Completed predict_future for SUPV
[2025-10-13T23:58:57.978786] [INFO ] [sig       ] SUPV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:58.117055] [INFO ] [LOCAL     ] Saved forecast: SUPV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SUPV.txt
[2025-10-13T23:58:58.117321] [INFO ] [sig       ] [1489/1810] Completed SUPV in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:58.117381] [INFO ] [sig       ] [1490/1810] Forecasting SUZ...
[2025-10-13T23:58:58.117416] [INFO ] [sig       ] Generating forecast for: SUZ
[2025-10-13T23:58:58.117449] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SUZ' from 'https://tdm.silogroup.org/data/derivative_storage/SUZ.csv'.
[2025-10-13T23:58:58.128872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SUZ'.
[2025-10-13T23:58:58.129235] [INFO ] [FORECASTER] Starting predict_future for SUZ
[2025-10-13T23:58:58.154071] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:58.154776] [DEBUG] [LOCAL     ] No optimal features file found for SUZ: ./output/feature-sets/SUZ.txt
[2025-10-13T23:58:58.154830] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:58.154863] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:58.154891] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:58.154947] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:58.171987] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:58.172907] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:58.172998] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:58.173031] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:58.215209] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:58.215451] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:58.215534] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:58.215608] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:58.220508] [DEBUG] [FORECASTER] SUZ: Forecast T+1@11:T+2@11: DOWN (p=49.97%)
[2025-10-13T23:58:58.221035] [INFO ] [FORECASTER] Completed predict_future for SUZ
[2025-10-13T23:58:58.221241] [INFO ] [sig       ] SUZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:58.375952] [INFO ] [LOCAL     ] Saved forecast: SUZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SUZ.txt
[2025-10-13T23:58:58.376183] [INFO ] [sig       ] [1490/1810] Completed SUZ in 0.3s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:58.376225] [INFO ] [sig       ] [1491/1810] Forecasting SVV...
[2025-10-13T23:58:58.376256] [INFO ] [sig       ] Generating forecast for: SVV
[2025-10-13T23:58:58.376288] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SVV' from 'https://tdm.silogroup.org/data/derivative_storage/SVV.csv'.
[2025-10-13T23:58:58.385378] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SVV'.
[2025-10-13T23:58:58.385687] [INFO ] [FORECASTER] Starting predict_future for SVV
[2025-10-13T23:58:58.410354] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:58.411061] [DEBUG] [LOCAL     ] No optimal features file found for SVV: ./output/feature-sets/SVV.txt
[2025-10-13T23:58:58.411117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:58.411152] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:58.411181] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:58.411238] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:58.428759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:58.429344] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:58.429425] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:58.429461] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:58.461935] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:58.462023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:58.462060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:58.462088] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:58.465055] [DEBUG] [FORECASTER] SVV: Forecast T+1@11:T+2@11: UP (p=50.51%)
[2025-10-13T23:58:58.465303] [INFO ] [FORECASTER] Completed predict_future for SVV
[2025-10-13T23:58:58.465425] [INFO ] [sig       ] SVV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:58.606060] [INFO ] [LOCAL     ] Saved forecast: SVV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SVV.txt
[2025-10-13T23:58:58.606305] [INFO ] [sig       ] [1491/1810] Completed SVV in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:58.606347] [INFO ] [sig       ] [1492/1810] Forecasting SW...
[2025-10-13T23:58:58.606377] [INFO ] [sig       ] Generating forecast for: SW
[2025-10-13T23:58:58.606492] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SW' from 'https://tdm.silogroup.org/data/derivative_storage/SW.csv'.
[2025-10-13T23:58:58.615225] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SW'.
[2025-10-13T23:58:58.615501] [INFO ] [FORECASTER] Starting predict_future for SW
[2025-10-13T23:58:58.639957] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:58.640676] [DEBUG] [LOCAL     ] No optimal features file found for SW: ./output/feature-sets/SW.txt
[2025-10-13T23:58:58.640733] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:58.640766] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:58.640794] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:58.640851] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:58.657840] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:58.658360] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:58.658438] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:58.658473] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:58.701808] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:58.701919] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:58.701957] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:58.701986] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:58.705008] [DEBUG] [FORECASTER] SW: Forecast T+1@11:T+2@11: UP (p=79.88%)
[2025-10-13T23:58:58.705256] [INFO ] [FORECASTER] Completed predict_future for SW
[2025-10-13T23:58:58.705385] [INFO ] [sig       ] SW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:58.843854] [INFO ] [LOCAL     ] Saved forecast: SW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SW.txt
[2025-10-13T23:58:58.844093] [INFO ] [sig       ] [1492/1810] Completed SW in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:58.844134] [INFO ] [sig       ] [1493/1810] Forecasting SWK...
[2025-10-13T23:58:58.844164] [INFO ] [sig       ] Generating forecast for: SWK
[2025-10-13T23:58:58.844196] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWK' from 'https://tdm.silogroup.org/data/derivative_storage/SWK.csv'.
[2025-10-13T23:58:58.853128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWK'.
[2025-10-13T23:58:58.853409] [INFO ] [FORECASTER] Starting predict_future for SWK
[2025-10-13T23:58:58.877894] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:58.878536] [DEBUG] [LOCAL     ] No optimal features file found for SWK: ./output/feature-sets/SWK.txt
[2025-10-13T23:58:58.878588] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:58.878620] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:58.878676] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:58.878754] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:58.895708] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:58.896225] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:58.896302] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:58.896335] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:58.938579] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:58.938789] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:58.938843] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:58.938874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:58.942414] [DEBUG] [FORECASTER] SWK: Forecast T+1@11:T+2@11: DOWN (p=30.10%)
[2025-10-13T23:58:58.942718] [INFO ] [FORECASTER] Completed predict_future for SWK
[2025-10-13T23:58:58.942871] [INFO ] [sig       ] SWK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:59.081697] [INFO ] [LOCAL     ] Saved forecast: SWK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SWK.txt
[2025-10-13T23:58:59.081938] [INFO ] [sig       ] [1493/1810] Completed SWK in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:59.081982] [INFO ] [sig       ] [1494/1810] Forecasting SWX...
[2025-10-13T23:58:59.082012] [INFO ] [sig       ] Generating forecast for: SWX
[2025-10-13T23:58:59.082044] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWX' from 'https://tdm.silogroup.org/data/derivative_storage/SWX.csv'.
[2025-10-13T23:58:59.092082] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWX'.
[2025-10-13T23:58:59.092418] [INFO ] [FORECASTER] Starting predict_future for SWX
[2025-10-13T23:58:59.116956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:59.117695] [DEBUG] [LOCAL     ] No optimal features file found for SWX: ./output/feature-sets/SWX.txt
[2025-10-13T23:58:59.117751] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:59.117802] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:59.117831] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:59.117888] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:59.134630] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:59.135206] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:59.135285] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:59.135318] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:59.179993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:59.180092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:59.180129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:59.180158] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:59.183221] [DEBUG] [FORECASTER] SWX: Forecast T+1@11:T+2@11: DOWN (p=41.57%)
[2025-10-13T23:58:59.183476] [INFO ] [FORECASTER] Completed predict_future for SWX
[2025-10-13T23:58:59.183615] [INFO ] [sig       ] SWX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:59.324143] [INFO ] [LOCAL     ] Saved forecast: SWX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SWX.txt
[2025-10-13T23:58:59.324442] [INFO ] [sig       ] [1494/1810] Completed SWX in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:59.324485] [INFO ] [sig       ] [1495/1810] Forecasting SWZ...
[2025-10-13T23:58:59.324515] [INFO ] [sig       ] Generating forecast for: SWZ
[2025-10-13T23:58:59.324548] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SWZ' from 'https://tdm.silogroup.org/data/derivative_storage/SWZ.csv'.
[2025-10-13T23:58:59.333313] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SWZ'.
[2025-10-13T23:58:59.333565] [INFO ] [FORECASTER] Starting predict_future for SWZ
[2025-10-13T23:58:59.358171] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:59.358902] [DEBUG] [LOCAL     ] No optimal features file found for SWZ: ./output/feature-sets/SWZ.txt
[2025-10-13T23:58:59.358994] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:59.359034] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:59.359063] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:59.359119] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:59.375930] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:59.376453] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:59.376532] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:59.376565] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:59.416427] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:59.416501] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:59.416536] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:59.416564] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:59.419622] [DEBUG] [FORECASTER] SWZ: Forecast T+1@11:T+2@11: UP (p=62.62%)
[2025-10-13T23:58:59.419893] [INFO ] [FORECASTER] Completed predict_future for SWZ
[2025-10-13T23:58:59.420023] [INFO ] [sig       ] SWZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:58:59.558714] [INFO ] [LOCAL     ] Saved forecast: SWZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SWZ.txt
[2025-10-13T23:58:59.558951] [INFO ] [sig       ] [1495/1810] Completed SWZ in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:59.558994] [INFO ] [sig       ] [1496/1810] Forecasting SXC...
[2025-10-13T23:58:59.559024] [INFO ] [sig       ] Generating forecast for: SXC
[2025-10-13T23:58:59.559056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXC' from 'https://tdm.silogroup.org/data/derivative_storage/SXC.csv'.
[2025-10-13T23:58:59.568442] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXC'.
[2025-10-13T23:58:59.568830] [INFO ] [FORECASTER] Starting predict_future for SXC
[2025-10-13T23:58:59.593350] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:59.594163] [DEBUG] [LOCAL     ] No optimal features file found for SXC: ./output/feature-sets/SXC.txt
[2025-10-13T23:58:59.594217] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:59.594251] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:59.594279] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:59.594335] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:59.611045] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:59.611607] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:59.611714] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:59.611764] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:59.652450] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:59.652524] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:59.652559] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:59.652588] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:59.655574] [DEBUG] [FORECASTER] SXC: Forecast T+1@11:T+2@11: DOWN (p=12.53%)
[2025-10-13T23:58:59.655850] [INFO ] [FORECASTER] Completed predict_future for SXC
[2025-10-13T23:58:59.655990] [INFO ] [sig       ] SXC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:58:59.792927] [INFO ] [LOCAL     ] Saved forecast: SXC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SXC.txt
[2025-10-13T23:58:59.793130] [INFO ] [sig       ] [1496/1810] Completed SXC in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:58:59.793170] [INFO ] [sig       ] [1497/1810] Forecasting SXI...
[2025-10-13T23:58:59.793200] [INFO ] [sig       ] Generating forecast for: SXI
[2025-10-13T23:58:59.793231] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXI' from 'https://tdm.silogroup.org/data/derivative_storage/SXI.csv'.
[2025-10-13T23:58:59.802586] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXI'.
[2025-10-13T23:58:59.802880] [INFO ] [FORECASTER] Starting predict_future for SXI
[2025-10-13T23:58:59.827253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:58:59.827976] [DEBUG] [LOCAL     ] No optimal features file found for SXI: ./output/feature-sets/SXI.txt
[2025-10-13T23:58:59.828030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:58:59.828063] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:58:59.828091] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:58:59.828148] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:58:59.845162] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:58:59.845730] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:58:59.845816] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:58:59.845849] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:58:59.887012] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:58:59.887084] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:58:59.887118] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:58:59.887146] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:58:59.890144] [DEBUG] [FORECASTER] SXI: Forecast T+1@11:T+2@11: DOWN (p=22.90%)
[2025-10-13T23:58:59.890385] [INFO ] [FORECASTER] Completed predict_future for SXI
[2025-10-13T23:58:59.890525] [INFO ] [sig       ] SXI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:00.029746] [INFO ] [LOCAL     ] Saved forecast: SXI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SXI.txt
[2025-10-13T23:59:00.029986] [INFO ] [sig       ] [1497/1810] Completed SXI in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:59:00.030029] [INFO ] [sig       ] [1498/1810] Forecasting SXT...
[2025-10-13T23:59:00.030059] [INFO ] [sig       ] Generating forecast for: SXT
[2025-10-13T23:59:00.030091] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SXT' from 'https://tdm.silogroup.org/data/derivative_storage/SXT.csv'.
[2025-10-13T23:59:00.039562] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SXT'.
[2025-10-13T23:59:00.039980] [INFO ] [FORECASTER] Starting predict_future for SXT
[2025-10-13T23:59:00.064601] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:00.065293] [DEBUG] [LOCAL     ] No optimal features file found for SXT: ./output/feature-sets/SXT.txt
[2025-10-13T23:59:00.065348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:00.065380] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:00.065409] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:00.065465] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:00.082870] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:00.083390] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:00.083507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:00.083546] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:00.134089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:00.134169] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:00.134205] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:00.134232] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:00.139271] [DEBUG] [FORECASTER] SXT: Forecast T+1@11:T+2@11: UP (p=82.37%)
[2025-10-13T23:59:00.139529] [INFO ] [FORECASTER] Completed predict_future for SXT
[2025-10-13T23:59:00.139703] [INFO ] [sig       ] SXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:00.280460] [INFO ] [LOCAL     ] Saved forecast: SXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SXT.txt
[2025-10-13T23:59:00.280756] [INFO ] [sig       ] [1498/1810] Completed SXT in 0.3s | 4.15 sym/s | Total: 6.0m | ETA: 1.3m
[2025-10-13T23:59:00.280817] [INFO ] [sig       ] [1499/1810] Forecasting SYF...
[2025-10-13T23:59:00.280851] [INFO ] [sig       ] Generating forecast for: SYF
[2025-10-13T23:59:00.280884] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYF' from 'https://tdm.silogroup.org/data/derivative_storage/SYF.csv'.
[2025-10-13T23:59:00.290271] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYF'.
[2025-10-13T23:59:00.290599] [INFO ] [FORECASTER] Starting predict_future for SYF
[2025-10-13T23:59:00.315422] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:00.316255] [DEBUG] [LOCAL     ] No optimal features file found for SYF: ./output/feature-sets/SYF.txt
[2025-10-13T23:59:00.316312] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:00.316347] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:00.316377] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:00.316434] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:00.333451] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:00.334133] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:00.334216] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:00.334250] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:00.381722] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:00.381916] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:00.381985] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:00.382016] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:00.385552] [DEBUG] [FORECASTER] SYF: Forecast T+1@11:T+2@11: UP (p=95.77%)
[2025-10-13T23:59:00.385855] [INFO ] [FORECASTER] Completed predict_future for SYF
[2025-10-13T23:59:00.386012] [INFO ] [sig       ] SYF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:00.524242] [INFO ] [LOCAL     ] Saved forecast: SYF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SYF.txt
[2025-10-13T23:59:00.524457] [INFO ] [sig       ] [1499/1810] Completed SYF in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:00.524499] [INFO ] [sig       ] [1500/1810] Forecasting SYK...
[2025-10-13T23:59:00.524529] [INFO ] [sig       ] Generating forecast for: SYK
[2025-10-13T23:59:00.524561] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYK' from 'https://tdm.silogroup.org/data/derivative_storage/SYK.csv'.
[2025-10-13T23:59:00.535501] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYK'.
[2025-10-13T23:59:00.536009] [INFO ] [FORECASTER] Starting predict_future for SYK
[2025-10-13T23:59:00.563423] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:00.564348] [DEBUG] [LOCAL     ] No optimal features file found for SYK: ./output/feature-sets/SYK.txt
[2025-10-13T23:59:00.564407] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:00.564445] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:00.564476] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:00.564537] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:00.582077] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:00.582899] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:00.583000] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:00.583035] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:00.629289] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:00.629567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:00.629617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:00.629682] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:00.634039] [DEBUG] [FORECASTER] SYK: Forecast T+1@11:T+2@11: DOWN (p=41.08%)
[2025-10-13T23:59:00.634490] [INFO ] [FORECASTER] Completed predict_future for SYK
[2025-10-13T23:59:00.634717] [INFO ] [sig       ] SYK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:00.785080] [INFO ] [LOCAL     ] Saved forecast: SYK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/SYK.txt
[2025-10-13T23:59:00.785430] [INFO ] [sig       ] [1500/1810] Completed SYK in 0.3s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:00.785475] [INFO ] [sig       ] [1501/1810] Forecasting SYY...
[2025-10-13T23:59:00.785506] [INFO ] [sig       ] Generating forecast for: SYY
[2025-10-13T23:59:00.785540] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'SYY' from 'https://tdm.silogroup.org/data/derivative_storage/SYY.csv'.
[2025-10-13T23:59:00.795598] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'SYY'.
[2025-10-13T23:59:00.795970] [INFO ] [FORECASTER] Starting predict_future for SYY
[2025-10-13T23:59:00.820582] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:00.821264] [DEBUG] [LOCAL     ] No optimal features file found for SYY: ./output/feature-sets/SYY.txt
[2025-10-13T23:59:00.821318] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:00.821351] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:00.821395] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:00.821453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:00.838473] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:00.839034] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:00.839115] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:00.839149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:00.888996] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:00.889146] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:00.889201] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:00.889234] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:00.893092] [DEBUG] [FORECASTER] SYY: Forecast T+1@11:T+2@11: UP (p=88.59%)
[2025-10-13T23:59:00.893381] [INFO ] [FORECASTER] Completed predict_future for SYY
[2025-10-13T23:59:00.893526] [INFO ] [sig       ] SYY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:01.032806] [INFO ] [LOCAL     ] Saved forecast: SYY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/SYY.txt
[2025-10-13T23:59:01.033055] [INFO ] [sig       ] [1501/1810] Completed SYY in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:01.033097] [INFO ] [sig       ] [1502/1810] Forecasting T...
[2025-10-13T23:59:01.033127] [INFO ] [sig       ] Generating forecast for: T
[2025-10-13T23:59:01.033170] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'T' from 'https://tdm.silogroup.org/data/derivative_storage/T.csv'.
[2025-10-13T23:59:01.043854] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'T'.
[2025-10-13T23:59:01.044392] [INFO ] [FORECASTER] Starting predict_future for T
[2025-10-13T23:59:01.071189] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:01.072053] [DEBUG] [LOCAL     ] No optimal features file found for T: ./output/feature-sets/T.txt
[2025-10-13T23:59:01.072113] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:01.072148] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:01.072177] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:01.072235] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:01.089947] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:01.090932] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:01.091028] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:01.091063] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:01.146518] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:01.146760] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:01.146819] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:01.146852] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:01.150786] [DEBUG] [FORECASTER] T: Forecast T+1@11:T+2@11: UP (p=55.57%)
[2025-10-13T23:59:01.151079] [INFO ] [FORECASTER] Completed predict_future for T
[2025-10-13T23:59:01.151235] [INFO ] [sig       ] T: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:01.296699] [INFO ] [LOCAL     ] Saved forecast: T	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/T.txt
[2025-10-13T23:59:01.296979] [INFO ] [sig       ] [1502/1810] Completed T in 0.3s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:01.297023] [INFO ] [sig       ] [1503/1810] Forecasting TAC...
[2025-10-13T23:59:01.297055] [INFO ] [sig       ] Generating forecast for: TAC
[2025-10-13T23:59:01.297087] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAC' from 'https://tdm.silogroup.org/data/derivative_storage/TAC.csv'.
[2025-10-13T23:59:01.306700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAC'.
[2025-10-13T23:59:01.307099] [INFO ] [FORECASTER] Starting predict_future for TAC
[2025-10-13T23:59:01.332339] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:01.333154] [DEBUG] [LOCAL     ] No optimal features file found for TAC: ./output/feature-sets/TAC.txt
[2025-10-13T23:59:01.333210] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:01.333245] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:01.333274] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:01.333330] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:01.350413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:01.351370] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:01.351459] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:01.351494] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:01.396480] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:01.396722] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:01.396783] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:01.396816] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:01.400587] [DEBUG] [FORECASTER] TAC: Forecast T+1@11:T+2@11: UP (p=97.20%)
[2025-10-13T23:59:01.400903] [INFO ] [FORECASTER] Completed predict_future for TAC
[2025-10-13T23:59:01.401056] [INFO ] [sig       ] TAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:01.539700] [INFO ] [LOCAL     ] Saved forecast: TAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TAC.txt
[2025-10-13T23:59:01.540022] [INFO ] [sig       ] [1503/1810] Completed TAC in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:01.540067] [INFO ] [sig       ] [1504/1810] Forecasting TAK...
[2025-10-13T23:59:01.540099] [INFO ] [sig       ] Generating forecast for: TAK
[2025-10-13T23:59:01.540132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAK' from 'https://tdm.silogroup.org/data/derivative_storage/TAK.csv'.
[2025-10-13T23:59:01.549375] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAK'.
[2025-10-13T23:59:01.549709] [INFO ] [FORECASTER] Starting predict_future for TAK
[2025-10-13T23:59:01.574176] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:01.574870] [DEBUG] [LOCAL     ] No optimal features file found for TAK: ./output/feature-sets/TAK.txt
[2025-10-13T23:59:01.574924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:01.574957] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:01.574985] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:01.575041] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:01.591849] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:01.592367] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:01.592448] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:01.592480] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:01.638064] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:01.638149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:01.638186] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:01.638215] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:01.641260] [DEBUG] [FORECASTER] TAK: Forecast T+1@11:T+2@11: DOWN (p=2.75%)
[2025-10-13T23:59:01.641506] [INFO ] [FORECASTER] Completed predict_future for TAK
[2025-10-13T23:59:01.641663] [INFO ] [sig       ] TAK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:01.784333] [INFO ] [LOCAL     ] Saved forecast: TAK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TAK.txt
[2025-10-13T23:59:01.784568] [INFO ] [sig       ] [1504/1810] Completed TAK in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:01.784611] [INFO ] [sig       ] [1505/1810] Forecasting TAL...
[2025-10-13T23:59:01.784714] [INFO ] [sig       ] Generating forecast for: TAL
[2025-10-13T23:59:01.784757] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAL' from 'https://tdm.silogroup.org/data/derivative_storage/TAL.csv'.
[2025-10-13T23:59:01.793899] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAL'.
[2025-10-13T23:59:01.794151] [INFO ] [FORECASTER] Starting predict_future for TAL
[2025-10-13T23:59:01.819956] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:01.820877] [DEBUG] [LOCAL     ] No optimal features file found for TAL: ./output/feature-sets/TAL.txt
[2025-10-13T23:59:01.820932] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:01.820965] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:01.820993] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:01.821050] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:01.838220] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:01.838780] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:01.838864] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:01.838897] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:01.883278] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:01.883425] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:01.883464] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:01.883494] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:01.886883] [DEBUG] [FORECASTER] TAL: Forecast T+1@11:T+2@11: DOWN (p=48.38%)
[2025-10-13T23:59:01.887143] [INFO ] [FORECASTER] Completed predict_future for TAL
[2025-10-13T23:59:01.887285] [INFO ] [sig       ] TAL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:02.026380] [INFO ] [LOCAL     ] Saved forecast: TAL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TAL.txt
[2025-10-13T23:59:02.026683] [INFO ] [sig       ] [1505/1810] Completed TAL in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:02.026744] [INFO ] [sig       ] [1506/1810] Forecasting TALO...
[2025-10-13T23:59:02.026777] [INFO ] [sig       ] Generating forecast for: TALO
[2025-10-13T23:59:02.026809] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TALO' from 'https://tdm.silogroup.org/data/derivative_storage/TALO.csv'.
[2025-10-13T23:59:02.036709] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TALO'.
[2025-10-13T23:59:02.036998] [INFO ] [FORECASTER] Starting predict_future for TALO
[2025-10-13T23:59:02.061481] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:02.062225] [DEBUG] [LOCAL     ] No optimal features file found for TALO: ./output/feature-sets/TALO.txt
[2025-10-13T23:59:02.062280] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:02.062314] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:02.062345] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:02.062402] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:02.079435] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:02.080066] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:02.080148] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:02.080182] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:02.122249] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:02.122466] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:02.122509] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:02.122562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:02.126174] [DEBUG] [FORECASTER] TALO: Forecast T+1@11:T+2@11: DOWN (p=6.88%)
[2025-10-13T23:59:02.126458] [INFO ] [FORECASTER] Completed predict_future for TALO
[2025-10-13T23:59:02.126615] [INFO ] [sig       ] TALO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:02.273599] [INFO ] [LOCAL     ] Saved forecast: TALO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TALO.txt
[2025-10-13T23:59:02.273864] [INFO ] [sig       ] [1506/1810] Completed TALO in 0.2s | 4.15 sym/s | Total: 6.0m | ETA: 1.2m
[2025-10-13T23:59:02.273914] [INFO ] [sig       ] [1507/1810] Forecasting TAP...
[2025-10-13T23:59:02.273947] [INFO ] [sig       ] Generating forecast for: TAP
[2025-10-13T23:59:02.273980] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TAP' from 'https://tdm.silogroup.org/data/derivative_storage/TAP.csv'.
[2025-10-13T23:59:02.283708] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TAP'.
[2025-10-13T23:59:02.284131] [INFO ] [FORECASTER] Starting predict_future for TAP
[2025-10-13T23:59:02.309595] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:02.310394] [DEBUG] [LOCAL     ] No optimal features file found for TAP: ./output/feature-sets/TAP.txt
[2025-10-13T23:59:02.310452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:02.310486] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:02.310514] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:02.310571] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:02.327702] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:02.328564] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:02.328701] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:02.328812] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:02.371037] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:02.371236] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:02.371281] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:02.371311] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:02.374956] [DEBUG] [FORECASTER] TAP: Forecast T+1@11:T+2@11: UP (p=59.07%)
[2025-10-13T23:59:02.375252] [INFO ] [FORECASTER] Completed predict_future for TAP
[2025-10-13T23:59:02.375414] [INFO ] [sig       ] TAP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:02.520866] [INFO ] [LOCAL     ] Saved forecast: TAP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TAP.txt
[2025-10-13T23:59:02.521172] [INFO ] [sig       ] [1507/1810] Completed TAP in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:02.521235] [INFO ] [sig       ] [1508/1810] Forecasting TBB...
[2025-10-13T23:59:02.521269] [INFO ] [sig       ] Generating forecast for: TBB
[2025-10-13T23:59:02.521317] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBB.csv'.
[2025-10-13T23:59:02.531744] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBB'.
[2025-10-13T23:59:02.532127] [INFO ] [FORECASTER] Starting predict_future for TBB
[2025-10-13T23:59:02.557909] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:02.558872] [DEBUG] [LOCAL     ] No optimal features file found for TBB: ./output/feature-sets/TBB.txt
[2025-10-13T23:59:02.558935] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:02.558981] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:02.559036] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:02.559128] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:02.576803] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:02.578106] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:02.578349] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:02.578407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:02.625998] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:02.626096] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:02.626135] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:02.626163] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:02.629401] [DEBUG] [FORECASTER] TBB: Forecast T+1@11:T+2@11: DOWN (p=44.57%)
[2025-10-13T23:59:02.629691] [INFO ] [FORECASTER] Completed predict_future for TBB
[2025-10-13T23:59:02.629854] [INFO ] [sig       ] TBB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:02.770161] [INFO ] [LOCAL     ] Saved forecast: TBB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TBB.txt
[2025-10-13T23:59:02.770394] [INFO ] [sig       ] [1508/1810] Completed TBB in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:02.770435] [INFO ] [sig       ] [1509/1810] Forecasting TBBB...
[2025-10-13T23:59:02.770466] [INFO ] [sig       ] Generating forecast for: TBBB
[2025-10-13T23:59:02.770498] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBBB' from 'https://tdm.silogroup.org/data/derivative_storage/TBBB.csv'.
[2025-10-13T23:59:02.780280] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBBB'.
[2025-10-13T23:59:02.780697] [INFO ] [FORECASTER] Starting predict_future for TBBB
[2025-10-13T23:59:02.805491] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:02.806295] [DEBUG] [LOCAL     ] No optimal features file found for TBBB: ./output/feature-sets/TBBB.txt
[2025-10-13T23:59:02.806353] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:02.806388] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:02.806418] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:02.806474] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:02.823433] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:02.824293] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:02.824380] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:02.824414] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:02.864128] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:02.864289] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:02.864333] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:02.864363] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:02.867936] [DEBUG] [FORECASTER] TBBB: Forecast T+1@11:T+2@11: UP (p=96.91%)
[2025-10-13T23:59:02.868218] [INFO ] [FORECASTER] Completed predict_future for TBBB
[2025-10-13T23:59:02.868369] [INFO ] [sig       ] TBBB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:03.008115] [INFO ] [LOCAL     ] Saved forecast: TBBB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TBBB.txt
[2025-10-13T23:59:03.008311] [INFO ] [sig       ] [1509/1810] Completed TBBB in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:03.008352] [INFO ] [sig       ] [1510/1810] Forecasting TBI...
[2025-10-13T23:59:03.008383] [INFO ] [sig       ] Generating forecast for: TBI
[2025-10-13T23:59:03.008415] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBI' from 'https://tdm.silogroup.org/data/derivative_storage/TBI.csv'.
[2025-10-13T23:59:03.018153] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBI'.
[2025-10-13T23:59:03.018694] [INFO ] [FORECASTER] Starting predict_future for TBI
[2025-10-13T23:59:03.044564] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:03.045280] [DEBUG] [LOCAL     ] No optimal features file found for TBI: ./output/feature-sets/TBI.txt
[2025-10-13T23:59:03.045337] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:03.045372] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:03.045403] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:03.045461] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:03.064297] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:03.064999] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:03.065082] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:03.065116] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:03.111030] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:03.111202] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:03.111256] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:03.111287] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:03.115399] [DEBUG] [FORECASTER] TBI: Forecast T+1@11:T+2@11: DOWN (p=35.76%)
[2025-10-13T23:59:03.115752] [INFO ] [FORECASTER] Completed predict_future for TBI
[2025-10-13T23:59:03.115917] [INFO ] [sig       ] TBI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:03.267907] [INFO ] [LOCAL     ] Saved forecast: TBI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TBI.txt
[2025-10-13T23:59:03.268171] [INFO ] [sig       ] [1510/1810] Completed TBI in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:03.268213] [INFO ] [sig       ] [1511/1810] Forecasting TBN...
[2025-10-13T23:59:03.268244] [INFO ] [sig       ] Generating forecast for: TBN
[2025-10-13T23:59:03.268277] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TBN' from 'https://tdm.silogroup.org/data/derivative_storage/TBN.csv'.
[2025-10-13T23:59:03.276678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TBN'.
[2025-10-13T23:59:03.276980] [INFO ] [FORECASTER] Starting predict_future for TBN
[2025-10-13T23:59:03.301843] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:03.302669] [DEBUG] [LOCAL     ] No optimal features file found for TBN: ./output/feature-sets/TBN.txt
[2025-10-13T23:59:03.302730] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:03.302767] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:03.302800] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:03.302859] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:03.320075] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:03.320737] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:03.320829] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:03.320865] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:03.365496] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:03.365711] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:03.365771] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:03.365804] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:03.369494] [DEBUG] [FORECASTER] TBN: Forecast T+1@11:T+2@11: UP (p=62.75%)
[2025-10-13T23:59:03.369816] [INFO ] [FORECASTER] Completed predict_future for TBN
[2025-10-13T23:59:03.369996] [INFO ] [sig       ] TBN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:03.515438] [INFO ] [LOCAL     ] Saved forecast: TBN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TBN.txt
[2025-10-13T23:59:03.515778] [INFO ] [sig       ] [1511/1810] Completed TBN in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:03.515848] [INFO ] [sig       ] [1512/1810] Forecasting TCBX...
[2025-10-13T23:59:03.515889] [INFO ] [sig       ] Generating forecast for: TCBX
[2025-10-13T23:59:03.515926] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TCBX' from 'https://tdm.silogroup.org/data/derivative_storage/TCBX.csv'.
[2025-10-13T23:59:03.525174] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TCBX'.
[2025-10-13T23:59:03.525547] [INFO ] [FORECASTER] Starting predict_future for TCBX
[2025-10-13T23:59:03.551152] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:03.551946] [DEBUG] [LOCAL     ] No optimal features file found for TCBX: ./output/feature-sets/TCBX.txt
[2025-10-13T23:59:03.552008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:03.552042] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:03.552070] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:03.552127] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:03.569761] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:03.570341] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:03.570428] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:03.570463] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:03.615452] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:03.615615] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:03.615687] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:03.615736] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:03.619320] [DEBUG] [FORECASTER] TCBX: Forecast T+1@11:T+2@11: UP (p=86.97%)
[2025-10-13T23:59:03.619600] [INFO ] [FORECASTER] Completed predict_future for TCBX
[2025-10-13T23:59:03.619793] [INFO ] [sig       ] TCBX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:03.768400] [INFO ] [LOCAL     ] Saved forecast: TCBX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TCBX.txt
[2025-10-13T23:59:03.768709] [INFO ] [sig       ] [1512/1810] Completed TCBX in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:03.768771] [INFO ] [sig       ] [1513/1810] Forecasting TD...
[2025-10-13T23:59:03.768805] [INFO ] [sig       ] Generating forecast for: TD
[2025-10-13T23:59:03.768839] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TD' from 'https://tdm.silogroup.org/data/derivative_storage/TD.csv'.
[2025-10-13T23:59:03.777891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TD'.
[2025-10-13T23:59:03.778225] [INFO ] [FORECASTER] Starting predict_future for TD
[2025-10-13T23:59:03.803045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:03.803749] [DEBUG] [LOCAL     ] No optimal features file found for TD: ./output/feature-sets/TD.txt
[2025-10-13T23:59:03.803805] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:03.803839] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:03.803867] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:03.803923] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:03.820962] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:03.821476] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:03.821555] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:03.821588] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:03.873361] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:03.874280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:03.874337] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:03.874543] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:03.877879] [DEBUG] [FORECASTER] TD: Forecast T+1@11:T+2@11: UP (p=94.68%)
[2025-10-13T23:59:03.878129] [INFO ] [FORECASTER] Completed predict_future for TD
[2025-10-13T23:59:03.878269] [INFO ] [sig       ] TD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:04.018688] [INFO ] [LOCAL     ] Saved forecast: TD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TD.txt
[2025-10-13T23:59:04.018944] [INFO ] [sig       ] [1513/1810] Completed TD in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:04.018987] [INFO ] [sig       ] [1514/1810] Forecasting TDC...
[2025-10-13T23:59:04.019018] [INFO ] [sig       ] Generating forecast for: TDC
[2025-10-13T23:59:04.019059] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDC' from 'https://tdm.silogroup.org/data/derivative_storage/TDC.csv'.
[2025-10-13T23:59:04.030407] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDC'.
[2025-10-13T23:59:04.030728] [INFO ] [FORECASTER] Starting predict_future for TDC
[2025-10-13T23:59:04.055170] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:04.055852] [DEBUG] [LOCAL     ] No optimal features file found for TDC: ./output/feature-sets/TDC.txt
[2025-10-13T23:59:04.055906] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:04.055939] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:04.055967] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:04.056023] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:04.073204] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:04.073761] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:04.073862] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:04.073915] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:04.118289] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:04.118362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:04.118397] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:04.118501] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:04.123926] [DEBUG] [FORECASTER] TDC: Forecast T+1@11:T+2@11: UP (p=66.55%)
[2025-10-13T23:59:04.124168] [INFO ] [FORECASTER] Completed predict_future for TDC
[2025-10-13T23:59:04.124301] [INFO ] [sig       ] TDC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:04.266562] [INFO ] [LOCAL     ] Saved forecast: TDC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TDC.txt
[2025-10-13T23:59:04.266901] [INFO ] [sig       ] [1514/1810] Completed TDC in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:04.266961] [INFO ] [sig       ] [1515/1810] Forecasting TDF...
[2025-10-13T23:59:04.266994] [INFO ] [sig       ] Generating forecast for: TDF
[2025-10-13T23:59:04.267027] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDF' from 'https://tdm.silogroup.org/data/derivative_storage/TDF.csv'.
[2025-10-13T23:59:04.277097] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDF'.
[2025-10-13T23:59:04.277506] [INFO ] [FORECASTER] Starting predict_future for TDF
[2025-10-13T23:59:04.303017] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:04.303797] [DEBUG] [LOCAL     ] No optimal features file found for TDF: ./output/feature-sets/TDF.txt
[2025-10-13T23:59:04.303854] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:04.303888] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:04.303915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:04.303974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:04.321401] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:04.322077] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:04.322158] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:04.322192] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:04.362130] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:04.362246] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:04.362284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:04.362313] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:04.365502] [DEBUG] [FORECASTER] TDF: Forecast T+1@11:T+2@11: DOWN (p=17.97%)
[2025-10-13T23:59:04.365809] [INFO ] [FORECASTER] Completed predict_future for TDF
[2025-10-13T23:59:04.365955] [INFO ] [sig       ] TDF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:04.505071] [INFO ] [LOCAL     ] Saved forecast: TDF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TDF.txt
[2025-10-13T23:59:04.505317] [INFO ] [sig       ] [1515/1810] Completed TDF in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:04.505359] [INFO ] [sig       ] [1516/1810] Forecasting TDG...
[2025-10-13T23:59:04.505389] [INFO ] [sig       ] Generating forecast for: TDG
[2025-10-13T23:59:04.505422] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDG' from 'https://tdm.silogroup.org/data/derivative_storage/TDG.csv'.
[2025-10-13T23:59:04.514944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDG'.
[2025-10-13T23:59:04.515378] [INFO ] [FORECASTER] Starting predict_future for TDG
[2025-10-13T23:59:04.540938] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:04.541789] [DEBUG] [LOCAL     ] No optimal features file found for TDG: ./output/feature-sets/TDG.txt
[2025-10-13T23:59:04.541849] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:04.541884] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:04.541913] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:04.541969] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:04.559285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:04.560175] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:04.560267] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:04.560300] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:04.600485] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:04.600694] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:04.600754] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:04.600788] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:04.604248] [DEBUG] [FORECASTER] TDG: Forecast T+1@11:T+2@11: UP (p=83.64%)
[2025-10-13T23:59:04.604515] [INFO ] [FORECASTER] Completed predict_future for TDG
[2025-10-13T23:59:04.604686] [INFO ] [sig       ] TDG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:04.746980] [INFO ] [LOCAL     ] Saved forecast: TDG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TDG.txt
[2025-10-13T23:59:04.747200] [INFO ] [sig       ] [1516/1810] Completed TDG in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:04.747244] [INFO ] [sig       ] [1517/1810] Forecasting TDOC...
[2025-10-13T23:59:04.747275] [INFO ] [sig       ] Generating forecast for: TDOC
[2025-10-13T23:59:04.747307] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDOC' from 'https://tdm.silogroup.org/data/derivative_storage/TDOC.csv'.
[2025-10-13T23:59:04.756276] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDOC'.
[2025-10-13T23:59:04.756534] [INFO ] [FORECASTER] Starting predict_future for TDOC
[2025-10-13T23:59:04.781207] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:04.781897] [DEBUG] [LOCAL     ] No optimal features file found for TDOC: ./output/feature-sets/TDOC.txt
[2025-10-13T23:59:04.781951] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:04.781984] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:04.782013] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:04.782069] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:04.799122] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:04.799667] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:04.799750] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:04.799784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:04.840045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:04.840221] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:04.840263] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:04.840293] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:04.843774] [DEBUG] [FORECASTER] TDOC: Forecast T+1@11:T+2@11: DOWN (p=24.68%)
[2025-10-13T23:59:04.844042] [INFO ] [FORECASTER] Completed predict_future for TDOC
[2025-10-13T23:59:04.844183] [INFO ] [sig       ] TDOC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:04.989944] [INFO ] [LOCAL     ] Saved forecast: TDOC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TDOC.txt
[2025-10-13T23:59:04.990231] [INFO ] [sig       ] [1517/1810] Completed TDOC in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:04.990328] [INFO ] [sig       ] [1518/1810] Forecasting TDS...
[2025-10-13T23:59:04.990368] [INFO ] [sig       ] Generating forecast for: TDS
[2025-10-13T23:59:04.990403] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDS' from 'https://tdm.silogroup.org/data/derivative_storage/TDS.csv'.
[2025-10-13T23:59:05.000051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDS'.
[2025-10-13T23:59:05.000491] [INFO ] [FORECASTER] Starting predict_future for TDS
[2025-10-13T23:59:05.026182] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:05.027174] [DEBUG] [LOCAL     ] No optimal features file found for TDS: ./output/feature-sets/TDS.txt
[2025-10-13T23:59:05.027231] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:05.027266] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:05.027295] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:05.027352] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:05.044512] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:05.045495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:05.045611] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:05.045689] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:05.090410] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:05.090573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:05.090617] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:05.090678] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:05.094202] [DEBUG] [FORECASTER] TDS: Forecast T+1@11:T+2@11: DOWN (p=6.78%)
[2025-10-13T23:59:05.094483] [INFO ] [FORECASTER] Completed predict_future for TDS
[2025-10-13T23:59:05.094622] [INFO ] [sig       ] TDS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:05.247249] [INFO ] [LOCAL     ] Saved forecast: TDS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TDS.txt
[2025-10-13T23:59:05.247559] [INFO ] [sig       ] [1518/1810] Completed TDS in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:05.247631] [INFO ] [sig       ] [1519/1810] Forecasting TDW...
[2025-10-13T23:59:05.247720] [INFO ] [sig       ] Generating forecast for: TDW
[2025-10-13T23:59:05.247776] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDW' from 'https://tdm.silogroup.org/data/derivative_storage/TDW.csv'.
[2025-10-13T23:59:05.257100] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDW'.
[2025-10-13T23:59:05.257627] [INFO ] [FORECASTER] Starting predict_future for TDW
[2025-10-13T23:59:05.296498] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:05.297721] [DEBUG] [LOCAL     ] No optimal features file found for TDW: ./output/feature-sets/TDW.txt
[2025-10-13T23:59:05.297807] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:05.297868] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:05.297922] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:05.298018] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:05.322720] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:05.323857] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:05.323967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:05.324014] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:05.373854] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:05.374068] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:05.374137] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:05.374190] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:05.379599] [DEBUG] [FORECASTER] TDW: Forecast T+1@11:T+2@11: DOWN (p=44.11%)
[2025-10-13T23:59:05.380090] [INFO ] [FORECASTER] Completed predict_future for TDW
[2025-10-13T23:59:05.380289] [INFO ] [sig       ] TDW: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:05.604269] [INFO ] [LOCAL     ] Saved forecast: TDW	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TDW.txt
[2025-10-13T23:59:05.604577] [INFO ] [sig       ] [1519/1810] Completed TDW in 0.4s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:05.604691] [INFO ] [sig       ] [1520/1810] Forecasting TDY...
[2025-10-13T23:59:05.604761] [INFO ] [sig       ] Generating forecast for: TDY
[2025-10-13T23:59:05.604820] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TDY' from 'https://tdm.silogroup.org/data/derivative_storage/TDY.csv'.
[2025-10-13T23:59:05.615159] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TDY'.
[2025-10-13T23:59:05.615623] [INFO ] [FORECASTER] Starting predict_future for TDY
[2025-10-13T23:59:05.644627] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:05.645456] [DEBUG] [LOCAL     ] No optimal features file found for TDY: ./output/feature-sets/TDY.txt
[2025-10-13T23:59:05.645512] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:05.645548] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:05.645578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:05.645638] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:05.665285] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:05.666186] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:05.666279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:05.666315] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:05.712526] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:05.712753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:05.712814] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:05.712874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:05.716998] [DEBUG] [FORECASTER] TDY: Forecast T+1@11:T+2@11: DOWN (p=4.09%)
[2025-10-13T23:59:05.717324] [INFO ] [FORECASTER] Completed predict_future for TDY
[2025-10-13T23:59:05.717506] [INFO ] [sig       ] TDY: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:05.925676] [INFO ] [LOCAL     ] Saved forecast: TDY	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TDY.txt
[2025-10-13T23:59:05.925980] [INFO ] [sig       ] [1520/1810] Completed TDY in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:05.926042] [INFO ] [sig       ] [1521/1810] Forecasting TEAF...
[2025-10-13T23:59:05.926078] [INFO ] [sig       ] Generating forecast for: TEAF
[2025-10-13T23:59:05.926114] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEAF' from 'https://tdm.silogroup.org/data/derivative_storage/TEAF.csv'.
[2025-10-13T23:59:05.936097] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEAF'.
[2025-10-13T23:59:05.936531] [INFO ] [FORECASTER] Starting predict_future for TEAF
[2025-10-13T23:59:05.964781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:05.965679] [DEBUG] [LOCAL     ] No optimal features file found for TEAF: ./output/feature-sets/TEAF.txt
[2025-10-13T23:59:05.965742] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:05.965778] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:05.965808] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:05.965872] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:05.985549] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:05.986790] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:05.986888] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:05.986924] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:06.023965] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:06.024143] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:06.024188] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:06.024219] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:06.027819] [DEBUG] [FORECASTER] TEAF: Forecast T+1@11:T+2@11: DOWN (p=20.83%)
[2025-10-13T23:59:06.028118] [INFO ] [FORECASTER] Completed predict_future for TEAF
[2025-10-13T23:59:06.028265] [INFO ] [sig       ] TEAF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:06.171726] [INFO ] [LOCAL     ] Saved forecast: TEAF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEAF.txt
[2025-10-13T23:59:06.172011] [INFO ] [sig       ] [1521/1810] Completed TEAF in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:06.172056] [INFO ] [sig       ] [1522/1810] Forecasting TECK...
[2025-10-13T23:59:06.172090] [INFO ] [sig       ] Generating forecast for: TECK
[2025-10-13T23:59:06.172123] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TECK' from 'https://tdm.silogroup.org/data/derivative_storage/TECK.csv'.
[2025-10-13T23:59:06.181703] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TECK'.
[2025-10-13T23:59:06.182077] [INFO ] [FORECASTER] Starting predict_future for TECK
[2025-10-13T23:59:06.210856] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:06.211625] [DEBUG] [LOCAL     ] No optimal features file found for TECK: ./output/feature-sets/TECK.txt
[2025-10-13T23:59:06.211715] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:06.211756] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:06.211786] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:06.211844] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:06.234456] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:06.235237] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:06.235321] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:06.235358] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:06.273899] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:06.274056] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:06.274099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:06.274157] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:06.278039] [DEBUG] [FORECASTER] TECK: Forecast T+1@11:T+2@11: UP (p=97.64%)
[2025-10-13T23:59:06.278394] [INFO ] [FORECASTER] Completed predict_future for TECK
[2025-10-13T23:59:06.278565] [INFO ] [sig       ] TECK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:06.439444] [INFO ] [LOCAL     ] Saved forecast: TECK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TECK.txt
[2025-10-13T23:59:06.439727] [INFO ] [sig       ] [1522/1810] Completed TECK in 0.3s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:06.439787] [INFO ] [sig       ] [1523/1810] Forecasting TEF...
[2025-10-13T23:59:06.439821] [INFO ] [sig       ] Generating forecast for: TEF
[2025-10-13T23:59:06.439853] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEF' from 'https://tdm.silogroup.org/data/derivative_storage/TEF.csv'.
[2025-10-13T23:59:06.449312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEF'.
[2025-10-13T23:59:06.449697] [INFO ] [FORECASTER] Starting predict_future for TEF
[2025-10-13T23:59:06.474856] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:06.475556] [DEBUG] [LOCAL     ] No optimal features file found for TEF: ./output/feature-sets/TEF.txt
[2025-10-13T23:59:06.475612] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:06.475673] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:06.475723] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:06.475784] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:06.492705] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:06.493322] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:06.493407] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:06.493441] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:06.529894] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:06.530016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:06.530055] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:06.530085] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:06.533285] [DEBUG] [FORECASTER] TEF: Forecast T+1@11:T+2@11: UP (p=79.67%)
[2025-10-13T23:59:06.533550] [INFO ] [FORECASTER] Completed predict_future for TEF
[2025-10-13T23:59:06.533712] [INFO ] [sig       ] TEF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:06.672111] [INFO ] [LOCAL     ] Saved forecast: TEF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TEF.txt
[2025-10-13T23:59:06.672344] [INFO ] [sig       ] [1523/1810] Completed TEF in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.2m
[2025-10-13T23:59:06.672387] [INFO ] [sig       ] [1524/1810] Forecasting TEI...
[2025-10-13T23:59:06.672418] [INFO ] [sig       ] Generating forecast for: TEI
[2025-10-13T23:59:06.672450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEI' from 'https://tdm.silogroup.org/data/derivative_storage/TEI.csv'.
[2025-10-13T23:59:06.681164] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEI'.
[2025-10-13T23:59:06.681472] [INFO ] [FORECASTER] Starting predict_future for TEI
[2025-10-13T23:59:06.705999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:06.706763] [DEBUG] [LOCAL     ] No optimal features file found for TEI: ./output/feature-sets/TEI.txt
[2025-10-13T23:59:06.706819] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:06.706853] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:06.706881] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:06.706984] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:06.723818] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:06.724374] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:06.724454] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:06.724489] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:06.758555] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:06.758698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:06.758752] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:06.758784] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:06.761985] [DEBUG] [FORECASTER] TEI: Forecast T+1@11:T+2@11: DOWN (p=47.42%)
[2025-10-13T23:59:06.762244] [INFO ] [FORECASTER] Completed predict_future for TEI
[2025-10-13T23:59:06.762380] [INFO ] [sig       ] TEI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:06.913662] [INFO ] [LOCAL     ] Saved forecast: TEI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEI.txt
[2025-10-13T23:59:06.913912] [INFO ] [sig       ] [1524/1810] Completed TEI in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:06.913956] [INFO ] [sig       ] [1525/1810] Forecasting TEL...
[2025-10-13T23:59:06.913986] [INFO ] [sig       ] Generating forecast for: TEL
[2025-10-13T23:59:06.914018] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEL' from 'https://tdm.silogroup.org/data/derivative_storage/TEL.csv'.
[2025-10-13T23:59:06.923249] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEL'.
[2025-10-13T23:59:06.923553] [INFO ] [FORECASTER] Starting predict_future for TEL
[2025-10-13T23:59:06.948127] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:06.948870] [DEBUG] [LOCAL     ] No optimal features file found for TEL: ./output/feature-sets/TEL.txt
[2025-10-13T23:59:06.948925] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:06.948958] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:06.948986] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:06.949042] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:06.965852] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:06.966384] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:06.966466] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:06.966499] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:07.001697] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:07.001811] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:07.001848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:07.001877] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:07.005033] [DEBUG] [FORECASTER] TEL: Forecast T+1@11:T+2@11: DOWN (p=33.80%)
[2025-10-13T23:59:07.005299] [INFO ] [FORECASTER] Completed predict_future for TEL
[2025-10-13T23:59:07.005435] [INFO ] [sig       ] TEL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:07.143438] [INFO ] [LOCAL     ] Saved forecast: TEL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEL.txt
[2025-10-13T23:59:07.143686] [INFO ] [sig       ] [1525/1810] Completed TEL in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:07.143758] [INFO ] [sig       ] [1526/1810] Forecasting TEN...
[2025-10-13T23:59:07.143793] [INFO ] [sig       ] Generating forecast for: TEN
[2025-10-13T23:59:07.143827] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEN' from 'https://tdm.silogroup.org/data/derivative_storage/TEN.csv'.
[2025-10-13T23:59:07.152803] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEN'.
[2025-10-13T23:59:07.153090] [INFO ] [FORECASTER] Starting predict_future for TEN
[2025-10-13T23:59:07.177903] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:07.178597] [DEBUG] [LOCAL     ] No optimal features file found for TEN: ./output/feature-sets/TEN.txt
[2025-10-13T23:59:07.178676] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:07.178728] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:07.178759] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:07.178817] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:07.195577] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:07.196162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:07.196245] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:07.196279] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:07.231967] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:07.232079] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:07.232116] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:07.232145] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:07.235404] [DEBUG] [FORECASTER] TEN: Forecast T+1@11:T+2@11: DOWN (p=10.88%)
[2025-10-13T23:59:07.235701] [INFO ] [FORECASTER] Completed predict_future for TEN
[2025-10-13T23:59:07.235845] [INFO ] [sig       ] TEN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:07.380823] [INFO ] [LOCAL     ] Saved forecast: TEN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEN.txt
[2025-10-13T23:59:07.381074] [INFO ] [sig       ] [1526/1810] Completed TEN in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:07.381116] [INFO ] [sig       ] [1527/1810] Forecasting TEO...
[2025-10-13T23:59:07.381146] [INFO ] [sig       ] Generating forecast for: TEO
[2025-10-13T23:59:07.381178] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEO' from 'https://tdm.silogroup.org/data/derivative_storage/TEO.csv'.
[2025-10-13T23:59:07.390361] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEO'.
[2025-10-13T23:59:07.390721] [INFO ] [FORECASTER] Starting predict_future for TEO
[2025-10-13T23:59:07.415236] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:07.415966] [DEBUG] [LOCAL     ] No optimal features file found for TEO: ./output/feature-sets/TEO.txt
[2025-10-13T23:59:07.416021] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:07.416054] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:07.416083] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:07.416139] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:07.433554] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:07.434378] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:07.434470] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:07.434504] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:07.471126] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:07.471280] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:07.471354] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:07.471402] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:07.476073] [DEBUG] [FORECASTER] TEO: Forecast T+1@11:T+2@11: DOWN (p=38.94%)
[2025-10-13T23:59:07.476349] [INFO ] [FORECASTER] Completed predict_future for TEO
[2025-10-13T23:59:07.476491] [INFO ] [sig       ] TEO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:07.615713] [INFO ] [LOCAL     ] Saved forecast: TEO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEO.txt
[2025-10-13T23:59:07.615973] [INFO ] [sig       ] [1527/1810] Completed TEO in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:07.616017] [INFO ] [sig       ] [1528/1810] Forecasting TEVA...
[2025-10-13T23:59:07.616049] [INFO ] [sig       ] Generating forecast for: TEVA
[2025-10-13T23:59:07.616081] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEVA' from 'https://tdm.silogroup.org/data/derivative_storage/TEVA.csv'.
[2025-10-13T23:59:07.625194] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEVA'.
[2025-10-13T23:59:07.625481] [INFO ] [FORECASTER] Starting predict_future for TEVA
[2025-10-13T23:59:07.649872] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:07.650578] [DEBUG] [LOCAL     ] No optimal features file found for TEVA: ./output/feature-sets/TEVA.txt
[2025-10-13T23:59:07.650631] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:07.650701] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:07.650741] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:07.650799] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:07.667679] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:07.668219] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:07.668297] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:07.668330] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:07.702631] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:07.702805] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:07.702849] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:07.702880] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:07.706334] [DEBUG] [FORECASTER] TEVA: Forecast T+1@11:T+2@11: DOWN (p=21.14%)
[2025-10-13T23:59:07.706594] [INFO ] [FORECASTER] Completed predict_future for TEVA
[2025-10-13T23:59:07.706759] [INFO ] [sig       ] TEVA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:07.845741] [INFO ] [LOCAL     ] Saved forecast: TEVA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEVA.txt
[2025-10-13T23:59:07.845982] [INFO ] [sig       ] [1528/1810] Completed TEVA in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:07.846026] [INFO ] [sig       ] [1529/1810] Forecasting TEX...
[2025-10-13T23:59:07.846057] [INFO ] [sig       ] Generating forecast for: TEX
[2025-10-13T23:59:07.846090] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TEX' from 'https://tdm.silogroup.org/data/derivative_storage/TEX.csv'.
[2025-10-13T23:59:07.855264] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TEX'.
[2025-10-13T23:59:07.855612] [INFO ] [FORECASTER] Starting predict_future for TEX
[2025-10-13T23:59:07.880443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:07.881152] [DEBUG] [LOCAL     ] No optimal features file found for TEX: ./output/feature-sets/TEX.txt
[2025-10-13T23:59:07.881209] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:07.881243] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:07.881272] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:07.881329] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:07.898336] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:07.898930] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:07.899010] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:07.899044] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:07.935405] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:07.935513] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:07.935553] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:07.935584] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:07.938842] [DEBUG] [FORECASTER] TEX: Forecast T+1@11:T+2@11: DOWN (p=14.83%)
[2025-10-13T23:59:07.939104] [INFO ] [FORECASTER] Completed predict_future for TEX
[2025-10-13T23:59:07.939235] [INFO ] [sig       ] TEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:08.078163] [INFO ] [LOCAL     ] Saved forecast: TEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TEX.txt
[2025-10-13T23:59:08.078424] [INFO ] [sig       ] [1529/1810] Completed TEX in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:08.078486] [INFO ] [sig       ] [1530/1810] Forecasting TFC...
[2025-10-13T23:59:08.078520] [INFO ] [sig       ] Generating forecast for: TFC
[2025-10-13T23:59:08.078552] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFC' from 'https://tdm.silogroup.org/data/derivative_storage/TFC.csv'.
[2025-10-13T23:59:08.087964] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFC'.
[2025-10-13T23:59:08.088313] [INFO ] [FORECASTER] Starting predict_future for TFC
[2025-10-13T23:59:08.112705] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:08.113399] [DEBUG] [LOCAL     ] No optimal features file found for TFC: ./output/feature-sets/TFC.txt
[2025-10-13T23:59:08.113453] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:08.113487] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:08.113516] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:08.113573] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:08.130565] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:08.131151] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:08.131233] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:08.131267] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:08.167760] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:08.167863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:08.167899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:08.167928] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:08.171062] [DEBUG] [FORECASTER] TFC: Forecast T+1@11:T+2@11: UP (p=56.88%)
[2025-10-13T23:59:08.171323] [INFO ] [FORECASTER] Completed predict_future for TFC
[2025-10-13T23:59:08.171452] [INFO ] [sig       ] TFC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:08.312445] [INFO ] [LOCAL     ] Saved forecast: TFC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TFC.txt
[2025-10-13T23:59:08.312837] [INFO ] [sig       ] [1530/1810] Completed TFC in 0.2s | 4.15 sym/s | Total: 6.1m | ETA: 1.1m
[2025-10-13T23:59:08.312901] [INFO ] [sig       ] [1531/1810] Forecasting TFII...
[2025-10-13T23:59:08.312935] [INFO ] [sig       ] Generating forecast for: TFII
[2025-10-13T23:59:08.312968] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFII' from 'https://tdm.silogroup.org/data/derivative_storage/TFII.csv'.
[2025-10-13T23:59:08.321628] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFII'.
[2025-10-13T23:59:08.321946] [INFO ] [FORECASTER] Starting predict_future for TFII
[2025-10-13T23:59:08.346807] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:08.347585] [DEBUG] [LOCAL     ] No optimal features file found for TFII: ./output/feature-sets/TFII.txt
[2025-10-13T23:59:08.347663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:08.347721] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:08.347754] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:08.347814] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:08.365239] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:08.365863] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:08.365944] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:08.365978] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:08.401313] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:08.401433] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:08.401473] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:08.401502] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:08.404794] [DEBUG] [FORECASTER] TFII: Forecast T+1@11:T+2@11: UP (p=71.31%)
[2025-10-13T23:59:08.405068] [INFO ] [FORECASTER] Completed predict_future for TFII
[2025-10-13T23:59:08.405234] [INFO ] [sig       ] TFII: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:08.547504] [INFO ] [LOCAL     ] Saved forecast: TFII	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TFII.txt
[2025-10-13T23:59:08.547781] [INFO ] [sig       ] [1531/1810] Completed TFII in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:08.547840] [INFO ] [sig       ] [1532/1810] Forecasting TFIN...
[2025-10-13T23:59:08.547875] [INFO ] [sig       ] Generating forecast for: TFIN
[2025-10-13T23:59:08.547911] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFIN' from 'https://tdm.silogroup.org/data/derivative_storage/TFIN.csv'.
[2025-10-13T23:59:08.556795] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFIN'.
[2025-10-13T23:59:08.557061] [INFO ] [FORECASTER] Starting predict_future for TFIN
[2025-10-13T23:59:08.581509] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:08.582248] [DEBUG] [LOCAL     ] No optimal features file found for TFIN: ./output/feature-sets/TFIN.txt
[2025-10-13T23:59:08.582304] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:08.582338] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:08.582367] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:08.582423] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:08.599413] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:08.600284] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:08.600372] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:08.600407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:08.637422] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:08.637616] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:08.637708] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:08.637752] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:08.641195] [DEBUG] [FORECASTER] TFIN: Forecast T+1@11:T+2@11: DOWN (p=41.33%)
[2025-10-13T23:59:08.641463] [INFO ] [FORECASTER] Completed predict_future for TFIN
[2025-10-13T23:59:08.641600] [INFO ] [sig       ] TFIN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:08.781376] [INFO ] [LOCAL     ] Saved forecast: TFIN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TFIN.txt
[2025-10-13T23:59:08.781595] [INFO ] [sig       ] [1532/1810] Completed TFIN in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:08.781669] [INFO ] [sig       ] [1533/1810] Forecasting TFPM...
[2025-10-13T23:59:08.781723] [INFO ] [sig       ] Generating forecast for: TFPM
[2025-10-13T23:59:08.781759] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFPM' from 'https://tdm.silogroup.org/data/derivative_storage/TFPM.csv'.
[2025-10-13T23:59:08.790095] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFPM'.
[2025-10-13T23:59:08.790339] [INFO ] [FORECASTER] Starting predict_future for TFPM
[2025-10-13T23:59:08.814994] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:08.815753] [DEBUG] [LOCAL     ] No optimal features file found for TFPM: ./output/feature-sets/TFPM.txt
[2025-10-13T23:59:08.815809] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:08.815844] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:08.815872] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:08.815933] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:08.833005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:08.833530] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:08.833608] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:08.833662] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:08.871825] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:08.871908] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:08.871943] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:08.871971] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:08.874971] [DEBUG] [FORECASTER] TFPM: Forecast T+1@11:T+2@11: UP (p=71.83%)
[2025-10-13T23:59:08.875217] [INFO ] [FORECASTER] Completed predict_future for TFPM
[2025-10-13T23:59:08.875340] [INFO ] [sig       ] TFPM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:09.015057] [INFO ] [LOCAL     ] Saved forecast: TFPM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TFPM.txt
[2025-10-13T23:59:09.015254] [INFO ] [sig       ] [1533/1810] Completed TFPM in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:09.015296] [INFO ] [sig       ] [1534/1810] Forecasting TFX...
[2025-10-13T23:59:09.015328] [INFO ] [sig       ] Generating forecast for: TFX
[2025-10-13T23:59:09.015360] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TFX' from 'https://tdm.silogroup.org/data/derivative_storage/TFX.csv'.
[2025-10-13T23:59:09.023825] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TFX'.
[2025-10-13T23:59:09.024155] [INFO ] [FORECASTER] Starting predict_future for TFX
[2025-10-13T23:59:09.048537] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:09.049233] [DEBUG] [LOCAL     ] No optimal features file found for TFX: ./output/feature-sets/TFX.txt
[2025-10-13T23:59:09.049288] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:09.049322] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:09.049352] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:09.049410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:09.066523] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:09.067073] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:09.067150] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:09.067185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:09.103709] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:09.103816] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:09.103854] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:09.103903] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:09.107035] [DEBUG] [FORECASTER] TFX: Forecast T+1@11:T+2@11: UP (p=97.15%)
[2025-10-13T23:59:09.107291] [INFO ] [FORECASTER] Completed predict_future for TFX
[2025-10-13T23:59:09.107417] [INFO ] [sig       ] TFX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:09.248854] [INFO ] [LOCAL     ] Saved forecast: TFX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TFX.txt
[2025-10-13T23:59:09.249083] [INFO ] [sig       ] [1534/1810] Completed TFX in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:09.249126] [INFO ] [sig       ] [1535/1810] Forecasting TG...
[2025-10-13T23:59:09.249157] [INFO ] [sig       ] Generating forecast for: TG
[2025-10-13T23:59:09.249189] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TG' from 'https://tdm.silogroup.org/data/derivative_storage/TG.csv'.
[2025-10-13T23:59:09.257272] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TG'.
[2025-10-13T23:59:09.257593] [INFO ] [FORECASTER] Starting predict_future for TG
[2025-10-13T23:59:09.282015] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:09.282697] [DEBUG] [LOCAL     ] No optimal features file found for TG: ./output/feature-sets/TG.txt
[2025-10-13T23:59:09.282752] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:09.282785] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:09.282813] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:09.282869] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:09.300062] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:09.300573] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:09.300674] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:09.300728] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:09.335935] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:09.336008] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:09.336043] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:09.336072] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:09.339027] [DEBUG] [FORECASTER] TG: Forecast T+1@11:T+2@11: DOWN (p=42.70%)
[2025-10-13T23:59:09.339267] [INFO ] [FORECASTER] Completed predict_future for TG
[2025-10-13T23:59:09.339394] [INFO ] [sig       ] TG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:09.478494] [INFO ] [LOCAL     ] Saved forecast: TG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TG.txt
[2025-10-13T23:59:09.478745] [INFO ] [sig       ] [1535/1810] Completed TG in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:09.478805] [INFO ] [sig       ] [1536/1810] Forecasting TGLS...
[2025-10-13T23:59:09.478838] [INFO ] [sig       ] Generating forecast for: TGLS
[2025-10-13T23:59:09.478871] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGLS' from 'https://tdm.silogroup.org/data/derivative_storage/TGLS.csv'.
[2025-10-13T23:59:09.487222] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGLS'.
[2025-10-13T23:59:09.487497] [INFO ] [FORECASTER] Starting predict_future for TGLS
[2025-10-13T23:59:09.512087] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:09.512800] [DEBUG] [LOCAL     ] No optimal features file found for TGLS: ./output/feature-sets/TGLS.txt
[2025-10-13T23:59:09.512855] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:09.512888] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:09.512916] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:09.512972] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:09.530086] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:09.530611] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:09.530714] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:09.530757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:09.563362] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:09.563434] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:09.563469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:09.563497] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:09.566453] [DEBUG] [FORECASTER] TGLS: Forecast T+1@11:T+2@11: DOWN (p=24.21%)
[2025-10-13T23:59:09.566726] [INFO ] [FORECASTER] Completed predict_future for TGLS
[2025-10-13T23:59:09.566859] [INFO ] [sig       ] TGLS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:09.712632] [INFO ] [LOCAL     ] Saved forecast: TGLS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TGLS.txt
[2025-10-13T23:59:09.712992] [INFO ] [sig       ] [1536/1810] Completed TGLS in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:09.713053] [INFO ] [sig       ] [1537/1810] Forecasting TGNA...
[2025-10-13T23:59:09.713087] [INFO ] [sig       ] Generating forecast for: TGNA
[2025-10-13T23:59:09.713119] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGNA' from 'https://tdm.silogroup.org/data/derivative_storage/TGNA.csv'.
[2025-10-13T23:59:09.723135] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGNA'.
[2025-10-13T23:59:09.723471] [INFO ] [FORECASTER] Starting predict_future for TGNA
[2025-10-13T23:59:09.748725] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:09.749415] [DEBUG] [LOCAL     ] No optimal features file found for TGNA: ./output/feature-sets/TGNA.txt
[2025-10-13T23:59:09.749469] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:09.749503] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:09.749582] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:09.749671] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:09.766785] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:09.767388] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:09.767494] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:09.767548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:09.798129] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:09.798232] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:09.798289] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:09.798322] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:09.801373] [DEBUG] [FORECASTER] TGNA: Forecast T+1@11:T+2@11: DOWN (p=21.92%)
[2025-10-13T23:59:09.801619] [INFO ] [FORECASTER] Completed predict_future for TGNA
[2025-10-13T23:59:09.801777] [INFO ] [sig       ] TGNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:09.940206] [INFO ] [LOCAL     ] Saved forecast: TGNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TGNA.txt
[2025-10-13T23:59:09.940408] [INFO ] [sig       ] [1537/1810] Completed TGNA in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:09.940449] [INFO ] [sig       ] [1538/1810] Forecasting TGS...
[2025-10-13T23:59:09.940480] [INFO ] [sig       ] Generating forecast for: TGS
[2025-10-13T23:59:09.940512] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGS' from 'https://tdm.silogroup.org/data/derivative_storage/TGS.csv'.
[2025-10-13T23:59:09.949623] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGS'.
[2025-10-13T23:59:09.949993] [INFO ] [FORECASTER] Starting predict_future for TGS
[2025-10-13T23:59:09.974416] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:09.975133] [DEBUG] [LOCAL     ] No optimal features file found for TGS: ./output/feature-sets/TGS.txt
[2025-10-13T23:59:09.975188] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:09.975221] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:09.975248] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:09.975304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:09.992155] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:09.992854] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:09.992936] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:09.992970] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:10.027401] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:10.027505] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:10.027555] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:10.027586] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:10.030613] [DEBUG] [FORECASTER] TGS: Forecast T+1@11:T+2@11: UP (p=83.90%)
[2025-10-13T23:59:10.030893] [INFO ] [FORECASTER] Completed predict_future for TGS
[2025-10-13T23:59:10.031023] [INFO ] [sig       ] TGS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:10.168758] [INFO ] [LOCAL     ] Saved forecast: TGS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TGS.txt
[2025-10-13T23:59:10.169001] [INFO ] [sig       ] [1538/1810] Completed TGS in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:10.169045] [INFO ] [sig       ] [1539/1810] Forecasting TGT...
[2025-10-13T23:59:10.169076] [INFO ] [sig       ] Generating forecast for: TGT
[2025-10-13T23:59:10.169108] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TGT' from 'https://tdm.silogroup.org/data/derivative_storage/TGT.csv'.
[2025-10-13T23:59:10.177637] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TGT'.
[2025-10-13T23:59:10.177933] [INFO ] [FORECASTER] Starting predict_future for TGT
[2025-10-13T23:59:10.202683] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:10.203361] [DEBUG] [LOCAL     ] No optimal features file found for TGT: ./output/feature-sets/TGT.txt
[2025-10-13T23:59:10.203415] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:10.203449] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:10.203476] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:10.203532] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:10.220266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:10.220829] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:10.220908] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:10.220941] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:10.256469] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:10.256567] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:10.256604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:10.256633] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:10.259770] [DEBUG] [FORECASTER] TGT: Forecast T+1@11:T+2@11: DOWN (p=8.45%)
[2025-10-13T23:59:10.260049] [INFO ] [FORECASTER] Completed predict_future for TGT
[2025-10-13T23:59:10.260191] [INFO ] [sig       ] TGT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:10.397546] [INFO ] [LOCAL     ] Saved forecast: TGT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TGT.txt
[2025-10-13T23:59:10.397844] [INFO ] [sig       ] [1539/1810] Completed TGT in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:10.397915] [INFO ] [sig       ] [1540/1810] Forecasting THC...
[2025-10-13T23:59:10.397952] [INFO ] [sig       ] Generating forecast for: THC
[2025-10-13T23:59:10.397985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THC' from 'https://tdm.silogroup.org/data/derivative_storage/THC.csv'.
[2025-10-13T23:59:10.407505] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THC'.
[2025-10-13T23:59:10.407856] [INFO ] [FORECASTER] Starting predict_future for THC
[2025-10-13T23:59:10.432314] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:10.433008] [DEBUG] [LOCAL     ] No optimal features file found for THC: ./output/feature-sets/THC.txt
[2025-10-13T23:59:10.433062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:10.433095] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:10.433123] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:10.433179] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:10.450051] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:10.450569] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:10.450670] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:10.450724] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:10.487075] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:10.487545] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:10.487593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:10.487623] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:10.495983] [DEBUG] [FORECASTER] THC: Forecast T+1@11:T+2@11: DOWN (p=42.66%)
[2025-10-13T23:59:10.496258] [INFO ] [FORECASTER] Completed predict_future for THC
[2025-10-13T23:59:10.496387] [INFO ] [sig       ] THC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:10.636987] [INFO ] [LOCAL     ] Saved forecast: THC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/THC.txt
[2025-10-13T23:59:10.637221] [INFO ] [sig       ] [1540/1810] Completed THC in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:10.637282] [INFO ] [sig       ] [1541/1810] Forecasting THG...
[2025-10-13T23:59:10.637316] [INFO ] [sig       ] Generating forecast for: THG
[2025-10-13T23:59:10.637359] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THG' from 'https://tdm.silogroup.org/data/derivative_storage/THG.csv'.
[2025-10-13T23:59:10.646876] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THG'.
[2025-10-13T23:59:10.647141] [INFO ] [FORECASTER] Starting predict_future for THG
[2025-10-13T23:59:10.672618] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:10.673426] [DEBUG] [LOCAL     ] No optimal features file found for THG: ./output/feature-sets/THG.txt
[2025-10-13T23:59:10.673482] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:10.673516] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:10.673544] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:10.673600] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:10.691034] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:10.692007] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:10.692093] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:10.692127] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:10.726001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:10.726102] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:10.726141] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:10.726171] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:10.729335] [DEBUG] [FORECASTER] THG: Forecast T+1@11:T+2@11: DOWN (p=25.00%)
[2025-10-13T23:59:10.729592] [INFO ] [FORECASTER] Completed predict_future for THG
[2025-10-13T23:59:10.729760] [INFO ] [sig       ] THG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:10.878145] [INFO ] [LOCAL     ] Saved forecast: THG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/THG.txt
[2025-10-13T23:59:10.878431] [INFO ] [sig       ] [1541/1810] Completed THG in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:10.878475] [INFO ] [sig       ] [1542/1810] Forecasting THIR...
[2025-10-13T23:59:10.878505] [INFO ] [sig       ] Generating forecast for: THIR
[2025-10-13T23:59:10.878538] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THIR' from 'https://tdm.silogroup.org/data/derivative_storage/THIR.csv'.
[2025-10-13T23:59:10.887428] [DEBUG] [REMOTE    ] Successfully parsed 1786 rows of historical data for symbol 'THIR'.
[2025-10-13T23:59:10.887853] [INFO ] [FORECASTER] Starting predict_future for THIR
[2025-10-13T23:59:10.913408] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:10.914122] [DEBUG] [LOCAL     ] No optimal features file found for THIR: ./output/feature-sets/THIR.txt
[2025-10-13T23:59:10.914177] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:10.914211] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:10.914239] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:10.914314] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:10.931890] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:10.932440] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:10.932525] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:10.932560] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:10.966721] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:10.966825] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:10.966863] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:10.966891] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:10.970081] [DEBUG] [FORECASTER] THIR: Forecast T+1@11:T+2@11: DOWN (p=9.66%)
[2025-10-13T23:59:10.970351] [INFO ] [FORECASTER] Completed predict_future for THIR
[2025-10-13T23:59:10.970487] [INFO ] [sig       ] THIR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:11.111579] [INFO ] [LOCAL     ] Saved forecast: THIR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/THIR.txt
[2025-10-13T23:59:11.111842] [INFO ] [sig       ] [1542/1810] Completed THIR in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:11.111898] [INFO ] [sig       ] [1543/1810] Forecasting THLV...
[2025-10-13T23:59:11.111930] [INFO ] [sig       ] Generating forecast for: THLV
[2025-10-13T23:59:11.111963] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THLV' from 'https://tdm.silogroup.org/data/derivative_storage/THLV.csv'.
[2025-10-13T23:59:11.120108] [DEBUG] [REMOTE    ] Successfully parsed 1792 rows of historical data for symbol 'THLV'.
[2025-10-13T23:59:11.120381] [INFO ] [FORECASTER] Starting predict_future for THLV
[2025-10-13T23:59:11.145723] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:11.146473] [DEBUG] [LOCAL     ] No optimal features file found for THLV: ./output/feature-sets/THLV.txt
[2025-10-13T23:59:11.146529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:11.146564] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:11.146592] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:11.146670] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:11.163960] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:11.164512] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:11.164591] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:11.164625] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:11.204066] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:11.204197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:11.204235] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:11.204265] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:11.207738] [DEBUG] [FORECASTER] THLV: Forecast T+1@11:T+2@11: UP (p=60.73%)
[2025-10-13T23:59:11.208008] [INFO ] [FORECASTER] Completed predict_future for THLV
[2025-10-13T23:59:11.208526] [INFO ] [sig       ] THLV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:11.347065] [INFO ] [LOCAL     ] Saved forecast: THLV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/THLV.txt
[2025-10-13T23:59:11.347278] [INFO ] [sig       ] [1543/1810] Completed THLV in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:11.347320] [INFO ] [sig       ] [1544/1810] Forecasting THO...
[2025-10-13T23:59:11.347350] [INFO ] [sig       ] Generating forecast for: THO
[2025-10-13T23:59:11.347382] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THO' from 'https://tdm.silogroup.org/data/derivative_storage/THO.csv'.
[2025-10-13T23:59:11.355897] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THO'.
[2025-10-13T23:59:11.356159] [INFO ] [FORECASTER] Starting predict_future for THO
[2025-10-13T23:59:11.380597] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:11.381303] [DEBUG] [LOCAL     ] No optimal features file found for THO: ./output/feature-sets/THO.txt
[2025-10-13T23:59:11.381356] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:11.381389] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:11.381417] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:11.381477] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:11.398273] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:11.398832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:11.398915] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:11.398948] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:11.439062] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:11.439160] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:11.439211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:11.439265] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:11.442881] [DEBUG] [FORECASTER] THO: Forecast T+1@11:T+2@11: UP (p=93.30%)
[2025-10-13T23:59:11.443208] [INFO ] [FORECASTER] Completed predict_future for THO
[2025-10-13T23:59:11.443342] [INFO ] [sig       ] THO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:11.581765] [INFO ] [LOCAL     ] Saved forecast: THO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/THO.txt
[2025-10-13T23:59:11.581997] [INFO ] [sig       ] [1544/1810] Completed THO in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:11.582056] [INFO ] [sig       ] [1545/1810] Forecasting THQ...
[2025-10-13T23:59:11.582089] [INFO ] [sig       ] Generating forecast for: THQ
[2025-10-13T23:59:11.582122] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THQ' from 'https://tdm.silogroup.org/data/derivative_storage/THQ.csv'.
[2025-10-13T23:59:11.591140] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THQ'.
[2025-10-13T23:59:11.591396] [INFO ] [FORECASTER] Starting predict_future for THQ
[2025-10-13T23:59:11.616256] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:11.616991] [DEBUG] [LOCAL     ] No optimal features file found for THQ: ./output/feature-sets/THQ.txt
[2025-10-13T23:59:11.617045] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:11.617077] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:11.617105] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:11.617161] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:11.633984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:11.634536] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:11.634621] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:11.634694] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:11.666876] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:11.666964] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:11.667001] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:11.667029] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:11.670078] [DEBUG] [FORECASTER] THQ: Forecast T+1@11:T+2@11: DOWN (p=5.52%)
[2025-10-13T23:59:11.670325] [INFO ] [FORECASTER] Completed predict_future for THQ
[2025-10-13T23:59:11.670448] [INFO ] [sig       ] THQ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:11.812340] [INFO ] [LOCAL     ] Saved forecast: THQ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/THQ.txt
[2025-10-13T23:59:11.812574] [INFO ] [sig       ] [1545/1810] Completed THQ in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:11.812616] [INFO ] [sig       ] [1546/1810] Forecasting THR...
[2025-10-13T23:59:11.812678] [INFO ] [sig       ] Generating forecast for: THR
[2025-10-13T23:59:11.812733] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THR' from 'https://tdm.silogroup.org/data/derivative_storage/THR.csv'.
[2025-10-13T23:59:11.821303] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THR'.
[2025-10-13T23:59:11.821582] [INFO ] [FORECASTER] Starting predict_future for THR
[2025-10-13T23:59:11.846709] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:11.847403] [DEBUG] [LOCAL     ] No optimal features file found for THR: ./output/feature-sets/THR.txt
[2025-10-13T23:59:11.847458] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:11.847541] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:11.847578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:11.847638] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:11.865287] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:11.865869] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:11.865950] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:11.865988] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:11.891387] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:11.891475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:11.891513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:11.891544] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:11.894756] [DEBUG] [FORECASTER] THR: Forecast T+1@11:T+2@11: UP (p=78.32%)
[2025-10-13T23:59:11.895017] [INFO ] [FORECASTER] Completed predict_future for THR
[2025-10-13T23:59:11.895137] [INFO ] [sig       ] THR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:12.040882] [INFO ] [LOCAL     ] Saved forecast: THR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/THR.txt
[2025-10-13T23:59:12.041091] [INFO ] [sig       ] [1546/1810] Completed THR in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:12.041132] [INFO ] [sig       ] [1547/1810] Forecasting THS...
[2025-10-13T23:59:12.041171] [INFO ] [sig       ] Generating forecast for: THS
[2025-10-13T23:59:12.041265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THS' from 'https://tdm.silogroup.org/data/derivative_storage/THS.csv'.
[2025-10-13T23:59:12.049623] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THS'.
[2025-10-13T23:59:12.049964] [INFO ] [FORECASTER] Starting predict_future for THS
[2025-10-13T23:59:12.075432] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:12.076174] [DEBUG] [LOCAL     ] No optimal features file found for THS: ./output/feature-sets/THS.txt
[2025-10-13T23:59:12.076230] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:12.076266] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:12.076297] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:12.076356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:12.094499] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:12.095095] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:12.095177] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:12.095212] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:12.122241] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:12.122351] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:12.122389] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:12.122421] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:12.125724] [DEBUG] [FORECASTER] THS: Forecast T+1@11:T+2@11: DOWN (p=3.75%)
[2025-10-13T23:59:12.125987] [INFO ] [FORECASTER] Completed predict_future for THS
[2025-10-13T23:59:12.126141] [INFO ] [sig       ] THS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:12.269785] [INFO ] [LOCAL     ] Saved forecast: THS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/THS.txt
[2025-10-13T23:59:12.270003] [INFO ] [sig       ] [1547/1810] Completed THS in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:12.270044] [INFO ] [sig       ] [1548/1810] Forecasting THW...
[2025-10-13T23:59:12.270075] [INFO ] [sig       ] Generating forecast for: THW
[2025-10-13T23:59:12.270107] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'THW' from 'https://tdm.silogroup.org/data/derivative_storage/THW.csv'.
[2025-10-13T23:59:12.279415] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'THW'.
[2025-10-13T23:59:12.279714] [INFO ] [FORECASTER] Starting predict_future for THW
[2025-10-13T23:59:12.304226] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:12.304933] [DEBUG] [LOCAL     ] No optimal features file found for THW: ./output/feature-sets/THW.txt
[2025-10-13T23:59:12.304988] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:12.305022] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:12.305053] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:12.305147] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:12.322930] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:12.323492] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:12.323572] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:12.323605] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:12.349470] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:12.349565] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:12.349604] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:12.349636] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:12.352828] [DEBUG] [FORECASTER] THW: Forecast T+1@11:T+2@11: UP (p=84.30%)
[2025-10-13T23:59:12.353088] [INFO ] [FORECASTER] Completed predict_future for THW
[2025-10-13T23:59:12.353209] [INFO ] [sig       ] THW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:12.500866] [INFO ] [LOCAL     ] Saved forecast: THW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/THW.txt
[2025-10-13T23:59:12.501137] [INFO ] [sig       ] [1548/1810] Completed THW in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.1m
[2025-10-13T23:59:12.501198] [INFO ] [sig       ] [1549/1810] Forecasting TIMB...
[2025-10-13T23:59:12.501232] [INFO ] [sig       ] Generating forecast for: TIMB
[2025-10-13T23:59:12.501265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TIMB' from 'https://tdm.silogroup.org/data/derivative_storage/TIMB.csv'.
[2025-10-13T23:59:12.510262] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TIMB'.
[2025-10-13T23:59:12.510612] [INFO ] [FORECASTER] Starting predict_future for TIMB
[2025-10-13T23:59:12.535846] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:12.536586] [DEBUG] [LOCAL     ] No optimal features file found for TIMB: ./output/feature-sets/TIMB.txt
[2025-10-13T23:59:12.536661] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:12.536719] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:12.536753] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:12.536811] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:12.553833] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:12.554385] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:12.554465] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:12.554499] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:12.580087] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:12.580184] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:12.580220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:12.580251] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:12.583362] [DEBUG] [FORECASTER] TIMB: Forecast T+1@11:T+2@11: UP (p=92.04%)
[2025-10-13T23:59:12.583613] [INFO ] [FORECASTER] Completed predict_future for TIMB
[2025-10-13T23:59:12.583765] [INFO ] [sig       ] TIMB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:12.724596] [INFO ] [LOCAL     ] Saved forecast: TIMB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TIMB.txt
[2025-10-13T23:59:12.724848] [INFO ] [sig       ] [1549/1810] Completed TIMB in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:12.724900] [INFO ] [sig       ] [1550/1810] Forecasting TISI...
[2025-10-13T23:59:12.724932] [INFO ] [sig       ] Generating forecast for: TISI
[2025-10-13T23:59:12.724964] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TISI' from 'https://tdm.silogroup.org/data/derivative_storage/TISI.csv'.
[2025-10-13T23:59:12.732907] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TISI'.
[2025-10-13T23:59:12.733187] [INFO ] [FORECASTER] Starting predict_future for TISI
[2025-10-13T23:59:12.758013] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:12.758698] [DEBUG] [LOCAL     ] No optimal features file found for TISI: ./output/feature-sets/TISI.txt
[2025-10-13T23:59:12.758785] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:12.758825] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:12.758854] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:12.758916] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:12.776057] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:12.776661] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:12.776745] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:12.776779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:12.800716] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:12.800810] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:12.800847] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:12.800876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:12.803971] [DEBUG] [FORECASTER] TISI: Forecast T+1@11:T+2@11: DOWN (p=22.76%)
[2025-10-13T23:59:12.804222] [INFO ] [FORECASTER] Completed predict_future for TISI
[2025-10-13T23:59:12.804338] [INFO ] [sig       ] TISI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:12.944295] [INFO ] [LOCAL     ] Saved forecast: TISI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TISI.txt
[2025-10-13T23:59:12.944534] [INFO ] [sig       ] [1550/1810] Completed TISI in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:12.944576] [INFO ] [sig       ] [1551/1810] Forecasting TIXT...
[2025-10-13T23:59:12.944607] [INFO ] [sig       ] Generating forecast for: TIXT
[2025-10-13T23:59:12.944639] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TIXT' from 'https://tdm.silogroup.org/data/derivative_storage/TIXT.csv'.
[2025-10-13T23:59:12.952979] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TIXT'.
[2025-10-13T23:59:12.953283] [INFO ] [FORECASTER] Starting predict_future for TIXT
[2025-10-13T23:59:12.978122] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:12.978859] [DEBUG] [LOCAL     ] No optimal features file found for TIXT: ./output/feature-sets/TIXT.txt
[2025-10-13T23:59:12.978914] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:12.978948] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:12.978977] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:12.979035] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:12.996043] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:12.996583] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:12.996684] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:12.996738] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:13.023458] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:13.023573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:13.023611] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:13.023665] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:13.026929] [DEBUG] [FORECASTER] TIXT: Forecast T+1@11:T+2@11: UP (p=78.13%)
[2025-10-13T23:59:13.027186] [INFO ] [FORECASTER] Completed predict_future for TIXT
[2025-10-13T23:59:13.027309] [INFO ] [sig       ] TIXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:13.167047] [INFO ] [LOCAL     ] Saved forecast: TIXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TIXT.txt
[2025-10-13T23:59:13.167240] [INFO ] [sig       ] [1551/1810] Completed TIXT in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:13.167281] [INFO ] [sig       ] [1552/1810] Forecasting TJX...
[2025-10-13T23:59:13.167312] [INFO ] [sig       ] Generating forecast for: TJX
[2025-10-13T23:59:13.167343] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TJX' from 'https://tdm.silogroup.org/data/derivative_storage/TJX.csv'.
[2025-10-13T23:59:13.175685] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TJX'.
[2025-10-13T23:59:13.175962] [INFO ] [FORECASTER] Starting predict_future for TJX
[2025-10-13T23:59:13.200999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:13.201720] [DEBUG] [LOCAL     ] No optimal features file found for TJX: ./output/feature-sets/TJX.txt
[2025-10-13T23:59:13.201777] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:13.201812] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:13.201841] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:13.201898] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:13.219492] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:13.220046] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:13.220126] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:13.220159] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:13.252999] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:13.253078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:13.253114] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:13.253144] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:13.256255] [DEBUG] [FORECASTER] TJX: Forecast T+1@11:T+2@11: UP (p=77.13%)
[2025-10-13T23:59:13.256499] [INFO ] [FORECASTER] Completed predict_future for TJX
[2025-10-13T23:59:13.256618] [INFO ] [sig       ] TJX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:13.397442] [INFO ] [LOCAL     ] Saved forecast: TJX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TJX.txt
[2025-10-13T23:59:13.397692] [INFO ] [sig       ] [1552/1810] Completed TJX in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:13.397752] [INFO ] [sig       ] [1553/1810] Forecasting TK...
[2025-10-13T23:59:13.397785] [INFO ] [sig       ] Generating forecast for: TK
[2025-10-13T23:59:13.397818] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TK' from 'https://tdm.silogroup.org/data/derivative_storage/TK.csv'.
[2025-10-13T23:59:13.405683] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TK'.
[2025-10-13T23:59:13.405955] [INFO ] [FORECASTER] Starting predict_future for TK
[2025-10-13T23:59:13.430320] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:13.431020] [DEBUG] [LOCAL     ] No optimal features file found for TK: ./output/feature-sets/TK.txt
[2025-10-13T23:59:13.431077] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:13.431111] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:13.431140] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:13.431202] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:13.448421] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:13.448974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:13.449079] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:13.449119] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:13.479686] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:13.479772] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:13.479809] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:13.479837] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:13.482820] [DEBUG] [FORECASTER] TK: Forecast T+1@11:T+2@11: DOWN (p=12.96%)
[2025-10-13T23:59:13.483065] [INFO ] [FORECASTER] Completed predict_future for TK
[2025-10-13T23:59:13.483184] [INFO ] [sig       ] TK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:13.623584] [INFO ] [LOCAL     ] Saved forecast: TK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TK.txt
[2025-10-13T23:59:13.623797] [INFO ] [sig       ] [1553/1810] Completed TK in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:13.623856] [INFO ] [sig       ] [1554/1810] Forecasting TKC...
[2025-10-13T23:59:13.623900] [INFO ] [sig       ] Generating forecast for: TKC
[2025-10-13T23:59:13.623934] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKC' from 'https://tdm.silogroup.org/data/derivative_storage/TKC.csv'.
[2025-10-13T23:59:13.632085] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKC'.
[2025-10-13T23:59:13.632366] [INFO ] [FORECASTER] Starting predict_future for TKC
[2025-10-13T23:59:13.656778] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:13.657444] [DEBUG] [LOCAL     ] No optimal features file found for TKC: ./output/feature-sets/TKC.txt
[2025-10-13T23:59:13.657523] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:13.657566] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:13.657596] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:13.657674] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:13.675843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:13.676791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:13.676879] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:13.676914] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:13.711343] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:13.711426] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:13.711463] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:13.711492] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:13.714506] [DEBUG] [FORECASTER] TKC: Forecast T+1@11:T+2@11: DOWN (p=11.08%)
[2025-10-13T23:59:13.714880] [INFO ] [FORECASTER] Completed predict_future for TKC
[2025-10-13T23:59:13.715027] [INFO ] [sig       ] TKC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:13.863794] [INFO ] [LOCAL     ] Saved forecast: TKC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TKC.txt
[2025-10-13T23:59:13.864090] [INFO ] [sig       ] [1554/1810] Completed TKC in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:13.864150] [INFO ] [sig       ] [1555/1810] Forecasting TKO...
[2025-10-13T23:59:13.864185] [INFO ] [sig       ] Generating forecast for: TKO
[2025-10-13T23:59:13.864217] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKO' from 'https://tdm.silogroup.org/data/derivative_storage/TKO.csv'.
[2025-10-13T23:59:13.874024] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKO'.
[2025-10-13T23:59:13.874332] [INFO ] [FORECASTER] Starting predict_future for TKO
[2025-10-13T23:59:13.901044] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:13.901771] [DEBUG] [LOCAL     ] No optimal features file found for TKO: ./output/feature-sets/TKO.txt
[2025-10-13T23:59:13.901827] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:13.901862] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:13.901894] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:13.901990] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:13.919848] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:13.920478] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:13.920562] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:13.920596] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:13.955893] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:13.955980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:13.956017] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:13.956051] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:13.959255] [DEBUG] [FORECASTER] TKO: Forecast T+1@11:T+2@11: DOWN (p=12.61%)
[2025-10-13T23:59:13.959566] [INFO ] [FORECASTER] Completed predict_future for TKO
[2025-10-13T23:59:13.959734] [INFO ] [sig       ] TKO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:14.099060] [INFO ] [LOCAL     ] Saved forecast: TKO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TKO.txt
[2025-10-13T23:59:14.099263] [INFO ] [sig       ] [1555/1810] Completed TKO in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:14.099304] [INFO ] [sig       ] [1556/1810] Forecasting TKR...
[2025-10-13T23:59:14.099334] [INFO ] [sig       ] Generating forecast for: TKR
[2025-10-13T23:59:14.099367] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TKR' from 'https://tdm.silogroup.org/data/derivative_storage/TKR.csv'.
[2025-10-13T23:59:14.108351] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TKR'.
[2025-10-13T23:59:14.108743] [INFO ] [FORECASTER] Starting predict_future for TKR
[2025-10-13T23:59:14.133906] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:14.134666] [DEBUG] [LOCAL     ] No optimal features file found for TKR: ./output/feature-sets/TKR.txt
[2025-10-13T23:59:14.134726] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:14.134761] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:14.134790] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:14.134846] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:14.151955] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:14.152858] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:14.152948] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:14.152984] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:14.182893] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:14.183058] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:14.183100] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:14.183130] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:14.188784] [DEBUG] [FORECASTER] TKR: Forecast T+1@11:T+2@11: UP (p=98.25%)
[2025-10-13T23:59:14.189085] [INFO ] [FORECASTER] Completed predict_future for TKR
[2025-10-13T23:59:14.189222] [INFO ] [sig       ] TKR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:14.329208] [INFO ] [LOCAL     ] Saved forecast: TKR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TKR.txt
[2025-10-13T23:59:14.329417] [INFO ] [sig       ] [1556/1810] Completed TKR in 0.2s | 4.15 sym/s | Total: 6.2m | ETA: 1.0m
[2025-10-13T23:59:14.329458] [INFO ] [sig       ] [1557/1810] Forecasting TLK...
[2025-10-13T23:59:14.329488] [INFO ] [sig       ] Generating forecast for: TLK
[2025-10-13T23:59:14.329521] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TLK' from 'https://tdm.silogroup.org/data/derivative_storage/TLK.csv'.
[2025-10-13T23:59:14.338199] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TLK'.
[2025-10-13T23:59:14.338468] [INFO ] [FORECASTER] Starting predict_future for TLK
[2025-10-13T23:59:14.363057] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:14.363783] [DEBUG] [LOCAL     ] No optimal features file found for TLK: ./output/feature-sets/TLK.txt
[2025-10-13T23:59:14.363837] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:14.363871] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:14.363899] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:14.363956] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:14.381028] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:14.381542] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:14.381637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:14.381719] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:14.416021] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:14.416158] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:14.416197] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:14.416226] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:14.419544] [DEBUG] [FORECASTER] TLK: Forecast T+1@11:T+2@11: UP (p=87.19%)
[2025-10-13T23:59:14.419833] [INFO ] [FORECASTER] Completed predict_future for TLK
[2025-10-13T23:59:14.419962] [INFO ] [sig       ] TLK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:14.564706] [INFO ] [LOCAL     ] Saved forecast: TLK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TLK.txt
[2025-10-13T23:59:14.564956] [INFO ] [sig       ] [1557/1810] Completed TLK in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 1.0m
[2025-10-13T23:59:14.564998] [INFO ] [sig       ] [1558/1810] Forecasting TLYS...
[2025-10-13T23:59:14.565029] [INFO ] [sig       ] Generating forecast for: TLYS
[2025-10-13T23:59:14.565060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TLYS' from 'https://tdm.silogroup.org/data/derivative_storage/TLYS.csv'.
[2025-10-13T23:59:14.574420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TLYS'.
[2025-10-13T23:59:14.574805] [INFO ] [FORECASTER] Starting predict_future for TLYS
[2025-10-13T23:59:14.600009] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:14.600826] [DEBUG] [LOCAL     ] No optimal features file found for TLYS: ./output/feature-sets/TLYS.txt
[2025-10-13T23:59:14.600883] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:14.600918] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:14.600951] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:14.601008] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:14.618204] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:14.618804] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:14.618883] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:14.618917] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:14.652841] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:14.652962] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:14.653003] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:14.653033] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:14.656295] [DEBUG] [FORECASTER] TLYS: Forecast T+1@11:T+2@11: DOWN (p=4.95%)
[2025-10-13T23:59:14.656556] [INFO ] [FORECASTER] Completed predict_future for TLYS
[2025-10-13T23:59:14.656716] [INFO ] [sig       ] TLYS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:14.804101] [INFO ] [LOCAL     ] Saved forecast: TLYS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TLYS.txt
[2025-10-13T23:59:14.804340] [INFO ] [sig       ] [1558/1810] Completed TLYS in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 1.0m
[2025-10-13T23:59:14.804383] [INFO ] [sig       ] [1559/1810] Forecasting TM...
[2025-10-13T23:59:14.804415] [INFO ] [sig       ] Generating forecast for: TM
[2025-10-13T23:59:14.804448] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TM' from 'https://tdm.silogroup.org/data/derivative_storage/TM.csv'.
[2025-10-13T23:59:14.813325] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TM'.
[2025-10-13T23:59:14.813699] [INFO ] [FORECASTER] Starting predict_future for TM
[2025-10-13T23:59:14.838868] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:14.839668] [DEBUG] [LOCAL     ] No optimal features file found for TM: ./output/feature-sets/TM.txt
[2025-10-13T23:59:14.839751] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:14.839789] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:14.839819] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:14.839876] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:14.857995] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:14.858852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:14.858939] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:14.858975] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:14.893727] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:14.893892] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:14.893935] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:14.893965] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:14.897344] [DEBUG] [FORECASTER] TM: Forecast T+1@11:T+2@11: UP (p=99.71%)
[2025-10-13T23:59:14.897668] [INFO ] [FORECASTER] Completed predict_future for TM
[2025-10-13T23:59:14.897810] [INFO ] [sig       ] TM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:15.046335] [INFO ] [LOCAL     ] Saved forecast: TM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TM.txt
[2025-10-13T23:59:15.046581] [INFO ] [sig       ] [1559/1810] Completed TM in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 1.0m
[2025-10-13T23:59:15.046693] [INFO ] [sig       ] [1560/1810] Forecasting TME...
[2025-10-13T23:59:15.046737] [INFO ] [sig       ] Generating forecast for: TME
[2025-10-13T23:59:15.046772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TME' from 'https://tdm.silogroup.org/data/derivative_storage/TME.csv'.
[2025-10-13T23:59:15.055707] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TME'.
[2025-10-13T23:59:15.056069] [INFO ] [FORECASTER] Starting predict_future for TME
[2025-10-13T23:59:15.081081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:15.081868] [DEBUG] [LOCAL     ] No optimal features file found for TME: ./output/feature-sets/TME.txt
[2025-10-13T23:59:15.081924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:15.081959] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:15.081988] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:15.082045] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:15.099749] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:15.100541] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:15.100627] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:15.100705] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:15.135225] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:15.135395] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:15.135436] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:15.135467] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:15.138946] [DEBUG] [FORECASTER] TME: Forecast T+1@11:T+2@11: UP (p=99.80%)
[2025-10-13T23:59:15.139227] [INFO ] [FORECASTER] Completed predict_future for TME
[2025-10-13T23:59:15.139355] [INFO ] [sig       ] TME: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:15.287924] [INFO ] [LOCAL     ] Saved forecast: TME	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TME.txt
[2025-10-13T23:59:15.288164] [INFO ] [sig       ] [1560/1810] Completed TME in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 1.0m
[2025-10-13T23:59:15.288219] [INFO ] [sig       ] [1561/1810] Forecasting TMHC...
[2025-10-13T23:59:15.288253] [INFO ] [sig       ] Generating forecast for: TMHC
[2025-10-13T23:59:15.288311] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TMHC' from 'https://tdm.silogroup.org/data/derivative_storage/TMHC.csv'.
[2025-10-13T23:59:15.297378] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TMHC'.
[2025-10-13T23:59:15.297741] [INFO ] [FORECASTER] Starting predict_future for TMHC
[2025-10-13T23:59:15.322474] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:15.323190] [DEBUG] [LOCAL     ] No optimal features file found for TMHC: ./output/feature-sets/TMHC.txt
[2025-10-13T23:59:15.323244] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:15.323278] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:15.323307] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:15.323363] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:15.340209] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:15.340845] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:15.340924] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:15.340959] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:15.377887] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:15.377980] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:15.378017] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:15.378046] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:15.381079] [DEBUG] [FORECASTER] TMHC: Forecast T+1@11:T+2@11: UP (p=78.33%)
[2025-10-13T23:59:15.381326] [INFO ] [FORECASTER] Completed predict_future for TMHC
[2025-10-13T23:59:15.381450] [INFO ] [sig       ] TMHC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:15.528130] [INFO ] [LOCAL     ] Saved forecast: TMHC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TMHC.txt
[2025-10-13T23:59:15.528337] [INFO ] [sig       ] [1561/1810] Completed TMHC in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 60.0s
[2025-10-13T23:59:15.528378] [INFO ] [sig       ] [1562/1810] Forecasting TMO...
[2025-10-13T23:59:15.528408] [INFO ] [sig       ] Generating forecast for: TMO
[2025-10-13T23:59:15.528440] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TMO' from 'https://tdm.silogroup.org/data/derivative_storage/TMO.csv'.
[2025-10-13T23:59:15.537689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TMO'.
[2025-10-13T23:59:15.538049] [INFO ] [FORECASTER] Starting predict_future for TMO
[2025-10-13T23:59:15.562450] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:15.563130] [DEBUG] [LOCAL     ] No optimal features file found for TMO: ./output/feature-sets/TMO.txt
[2025-10-13T23:59:15.563185] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:15.563218] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:15.563246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:15.563303] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:15.580318] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:15.580880] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:15.580958] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:15.580992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:15.614264] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:15.614346] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:15.614383] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:15.614412] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:15.617440] [DEBUG] [FORECASTER] TMO: Forecast T+1@11:T+2@11: DOWN (p=18.80%)
[2025-10-13T23:59:15.617769] [INFO ] [FORECASTER] Completed predict_future for TMO
[2025-10-13T23:59:15.617904] [INFO ] [sig       ] TMO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:15.757669] [INFO ] [LOCAL     ] Saved forecast: TMO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TMO.txt
[2025-10-13T23:59:15.757896] [INFO ] [sig       ] [1562/1810] Completed TMO in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 59.7s
[2025-10-13T23:59:15.757938] [INFO ] [sig       ] [1563/1810] Forecasting TNC...
[2025-10-13T23:59:15.757968] [INFO ] [sig       ] Generating forecast for: TNC
[2025-10-13T23:59:15.758001] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNC' from 'https://tdm.silogroup.org/data/derivative_storage/TNC.csv'.
[2025-10-13T23:59:15.766253] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNC'.
[2025-10-13T23:59:15.766533] [INFO ] [FORECASTER] Starting predict_future for TNC
[2025-10-13T23:59:15.791075] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:15.791790] [DEBUG] [LOCAL     ] No optimal features file found for TNC: ./output/feature-sets/TNC.txt
[2025-10-13T23:59:15.791845] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:15.791879] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:15.791908] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:15.791964] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:15.809127] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:15.809665] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:15.809747] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:15.809781] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:15.840929] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:15.841002] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:15.841037] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:15.841065] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:15.843963] [DEBUG] [FORECASTER] TNC: Forecast T+1@11:T+2@11: UP (p=95.80%)
[2025-10-13T23:59:15.844202] [INFO ] [FORECASTER] Completed predict_future for TNC
[2025-10-13T23:59:15.844326] [INFO ] [sig       ] TNC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:15.983249] [INFO ] [LOCAL     ] Saved forecast: TNC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TNC.txt
[2025-10-13T23:59:15.983503] [INFO ] [sig       ] [1563/1810] Completed TNC in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 59.5s
[2025-10-13T23:59:15.983546] [INFO ] [sig       ] [1564/1810] Forecasting TNET...
[2025-10-13T23:59:15.983577] [INFO ] [sig       ] Generating forecast for: TNET
[2025-10-13T23:59:15.983608] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNET' from 'https://tdm.silogroup.org/data/derivative_storage/TNET.csv'.
[2025-10-13T23:59:15.992325] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNET'.
[2025-10-13T23:59:15.992636] [INFO ] [FORECASTER] Starting predict_future for TNET
[2025-10-13T23:59:16.017167] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:16.017993] [DEBUG] [LOCAL     ] No optimal features file found for TNET: ./output/feature-sets/TNET.txt
[2025-10-13T23:59:16.018049] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:16.018083] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:16.018113] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:16.018174] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:16.035434] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:16.036069] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:16.036149] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:16.036205] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:16.068959] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:16.069109] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:16.069148] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:16.069177] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:16.072511] [DEBUG] [FORECASTER] TNET: Forecast T+1@11:T+2@11: DOWN (p=26.68%)
[2025-10-13T23:59:16.072820] [INFO ] [FORECASTER] Completed predict_future for TNET
[2025-10-13T23:59:16.072963] [INFO ] [sig       ] TNET: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:16.212227] [INFO ] [LOCAL     ] Saved forecast: TNET	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TNET.txt
[2025-10-13T23:59:16.212427] [INFO ] [sig       ] [1564/1810] Completed TNET in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 59.3s
[2025-10-13T23:59:16.212468] [INFO ] [sig       ] [1565/1810] Forecasting TNK...
[2025-10-13T23:59:16.212499] [INFO ] [sig       ] Generating forecast for: TNK
[2025-10-13T23:59:16.212532] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNK' from 'https://tdm.silogroup.org/data/derivative_storage/TNK.csv'.
[2025-10-13T23:59:16.221585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNK'.
[2025-10-13T23:59:16.221950] [INFO ] [FORECASTER] Starting predict_future for TNK
[2025-10-13T23:59:16.246577] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:16.247318] [DEBUG] [LOCAL     ] No optimal features file found for TNK: ./output/feature-sets/TNK.txt
[2025-10-13T23:59:16.247373] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:16.247408] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:16.247437] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:16.247514] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:16.264576] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:16.265179] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:16.265283] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:16.265318] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:16.296729] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:16.296867] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:16.296908] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:16.296939] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:16.300269] [DEBUG] [FORECASTER] TNK: Forecast T+1@11:T+2@11: DOWN (p=2.96%)
[2025-10-13T23:59:16.300533] [INFO ] [FORECASTER] Completed predict_future for TNK
[2025-10-13T23:59:16.300694] [INFO ] [sig       ] TNK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:16.439247] [INFO ] [LOCAL     ] Saved forecast: TNK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TNK.txt
[2025-10-13T23:59:16.439457] [INFO ] [sig       ] [1565/1810] Completed TNK in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 59.0s
[2025-10-13T23:59:16.439498] [INFO ] [sig       ] [1566/1810] Forecasting TNL...
[2025-10-13T23:59:16.439529] [INFO ] [sig       ] Generating forecast for: TNL
[2025-10-13T23:59:16.439561] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TNL' from 'https://tdm.silogroup.org/data/derivative_storage/TNL.csv'.
[2025-10-13T23:59:16.448553] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TNL'.
[2025-10-13T23:59:16.448912] [INFO ] [FORECASTER] Starting predict_future for TNL
[2025-10-13T23:59:16.473636] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:16.474413] [DEBUG] [LOCAL     ] No optimal features file found for TNL: ./output/feature-sets/TNL.txt
[2025-10-13T23:59:16.474488] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:16.474523] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:16.474551] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:16.474677] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:16.491672] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:16.492383] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:16.492467] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:16.492503] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:16.528770] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:16.528982] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:16.529060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:16.529115] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:16.532747] [DEBUG] [FORECASTER] TNL: Forecast T+1@11:T+2@11: UP (p=95.00%)
[2025-10-13T23:59:16.533037] [INFO ] [FORECASTER] Completed predict_future for TNL
[2025-10-13T23:59:16.533169] [INFO ] [sig       ] TNL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:16.679451] [INFO ] [LOCAL     ] Saved forecast: TNL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TNL.txt
[2025-10-13T23:59:16.679757] [INFO ] [sig       ] [1566/1810] Completed TNL in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 58.8s
[2025-10-13T23:59:16.679824] [INFO ] [sig       ] [1567/1810] Forecasting TOL...
[2025-10-13T23:59:16.679859] [INFO ] [sig       ] Generating forecast for: TOL
[2025-10-13T23:59:16.679894] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TOL' from 'https://tdm.silogroup.org/data/derivative_storage/TOL.csv'.
[2025-10-13T23:59:16.689133] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TOL'.
[2025-10-13T23:59:16.689448] [INFO ] [FORECASTER] Starting predict_future for TOL
[2025-10-13T23:59:16.714493] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:16.715260] [DEBUG] [LOCAL     ] No optimal features file found for TOL: ./output/feature-sets/TOL.txt
[2025-10-13T23:59:16.715316] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:16.715351] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:16.715380] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:16.715436] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:16.733089] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:16.733883] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:16.733967] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:16.734000] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:16.766696] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:16.766871] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:16.766914] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:16.766945] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:16.770534] [DEBUG] [FORECASTER] TOL: Forecast T+1@11:T+2@11: UP (p=79.52%)
[2025-10-13T23:59:16.770844] [INFO ] [FORECASTER] Completed predict_future for TOL
[2025-10-13T23:59:16.770985] [INFO ] [sig       ] TOL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:16.914434] [INFO ] [LOCAL     ] Saved forecast: TOL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TOL.txt
[2025-10-13T23:59:16.914687] [INFO ] [sig       ] [1567/1810] Completed TOL in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 58.5s
[2025-10-13T23:59:16.914748] [INFO ] [sig       ] [1568/1810] Forecasting TOST...
[2025-10-13T23:59:16.914781] [INFO ] [sig       ] Generating forecast for: TOST
[2025-10-13T23:59:16.914824] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TOST' from 'https://tdm.silogroup.org/data/derivative_storage/TOST.csv'.
[2025-10-13T23:59:16.923425] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TOST'.
[2025-10-13T23:59:16.923748] [INFO ] [FORECASTER] Starting predict_future for TOST
[2025-10-13T23:59:16.948721] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:16.949485] [DEBUG] [LOCAL     ] No optimal features file found for TOST: ./output/feature-sets/TOST.txt
[2025-10-13T23:59:16.949542] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:16.949577] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:16.949606] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:16.949685] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:16.966723] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:16.967531] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:16.967622] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:16.967692] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:17.003980] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:17.004155] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:17.004197] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:17.004226] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:17.007745] [DEBUG] [FORECASTER] TOST: Forecast T+1@11:T+2@11: DOWN (p=4.44%)
[2025-10-13T23:59:17.008023] [INFO ] [FORECASTER] Completed predict_future for TOST
[2025-10-13T23:59:17.008161] [INFO ] [sig       ] TOST: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:17.149592] [INFO ] [LOCAL     ] Saved forecast: TOST	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TOST.txt
[2025-10-13T23:59:17.149870] [INFO ] [sig       ] [1568/1810] Completed TOST in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 58.3s
[2025-10-13T23:59:17.149922] [INFO ] [sig       ] [1569/1810] Forecasting TPB...
[2025-10-13T23:59:17.149954] [INFO ] [sig       ] Generating forecast for: TPB
[2025-10-13T23:59:17.149988] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPB' from 'https://tdm.silogroup.org/data/derivative_storage/TPB.csv'.
[2025-10-13T23:59:17.158543] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPB'.
[2025-10-13T23:59:17.158900] [INFO ] [FORECASTER] Starting predict_future for TPB
[2025-10-13T23:59:17.183719] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:17.184485] [DEBUG] [LOCAL     ] No optimal features file found for TPB: ./output/feature-sets/TPB.txt
[2025-10-13T23:59:17.184540] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:17.184575] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:17.184604] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:17.184684] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:17.201843] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:17.202574] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:17.202681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:17.202735] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:17.238548] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:17.238745] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:17.238835] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:17.238869] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:17.245330] [DEBUG] [FORECASTER] TPB: Forecast T+1@11:T+2@11: UP (p=95.59%)
[2025-10-13T23:59:17.245637] [INFO ] [FORECASTER] Completed predict_future for TPB
[2025-10-13T23:59:17.245837] [INFO ] [sig       ] TPB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:17.391058] [INFO ] [LOCAL     ] Saved forecast: TPB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TPB.txt
[2025-10-13T23:59:17.391349] [INFO ] [sig       ] [1569/1810] Completed TPB in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 58.0s
[2025-10-13T23:59:17.391402] [INFO ] [sig       ] [1570/1810] Forecasting TPC...
[2025-10-13T23:59:17.391435] [INFO ] [sig       ] Generating forecast for: TPC
[2025-10-13T23:59:17.391468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPC' from 'https://tdm.silogroup.org/data/derivative_storage/TPC.csv'.
[2025-10-13T23:59:17.401171] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPC'.
[2025-10-13T23:59:17.401504] [INFO ] [FORECASTER] Starting predict_future for TPC
[2025-10-13T23:59:17.426960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:17.427756] [DEBUG] [LOCAL     ] No optimal features file found for TPC: ./output/feature-sets/TPC.txt
[2025-10-13T23:59:17.427812] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:17.427846] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:17.427875] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:17.427931] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:17.445441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:17.446052] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:17.446133] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:17.446167] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:17.479261] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:17.479362] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:17.479399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:17.479428] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:17.482679] [DEBUG] [FORECASTER] TPC: Forecast T+1@11:T+2@11: DOWN (p=34.52%)
[2025-10-13T23:59:17.482944] [INFO ] [FORECASTER] Completed predict_future for TPC
[2025-10-13T23:59:17.483075] [INFO ] [sig       ] TPC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:17.622699] [INFO ] [LOCAL     ] Saved forecast: TPC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TPC.txt
[2025-10-13T23:59:17.622916] [INFO ] [sig       ] [1570/1810] Completed TPC in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 57.8s
[2025-10-13T23:59:17.622959] [INFO ] [sig       ] [1571/1810] Forecasting TPH...
[2025-10-13T23:59:17.622990] [INFO ] [sig       ] Generating forecast for: TPH
[2025-10-13T23:59:17.623022] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPH' from 'https://tdm.silogroup.org/data/derivative_storage/TPH.csv'.
[2025-10-13T23:59:17.632339] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPH'.
[2025-10-13T23:59:17.632800] [INFO ] [FORECASTER] Starting predict_future for TPH
[2025-10-13T23:59:17.658185] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:17.659021] [DEBUG] [LOCAL     ] No optimal features file found for TPH: ./output/feature-sets/TPH.txt
[2025-10-13T23:59:17.659081] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:17.659115] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:17.659143] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:17.659200] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:17.682717] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:17.683866] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:17.683981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:17.684089] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:17.729241] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:17.729429] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:17.729474] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:17.729505] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:17.733038] [DEBUG] [FORECASTER] TPH: Forecast T+1@11:T+2@11: DOWN (p=38.76%)
[2025-10-13T23:59:17.733336] [INFO ] [FORECASTER] Completed predict_future for TPH
[2025-10-13T23:59:17.733480] [INFO ] [sig       ] TPH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:17.875374] [INFO ] [LOCAL     ] Saved forecast: TPH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TPH.txt
[2025-10-13T23:59:17.875623] [INFO ] [sig       ] [1571/1810] Completed TPH in 0.3s | 4.15 sym/s | Total: 6.3m | ETA: 57.6s
[2025-10-13T23:59:17.875710] [INFO ] [sig       ] [1572/1810] Forecasting TPL...
[2025-10-13T23:59:17.875753] [INFO ] [sig       ] Generating forecast for: TPL
[2025-10-13T23:59:17.875787] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPL' from 'https://tdm.silogroup.org/data/derivative_storage/TPL.csv'.
[2025-10-13T23:59:17.884569] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPL'.
[2025-10-13T23:59:17.884941] [INFO ] [FORECASTER] Starting predict_future for TPL
[2025-10-13T23:59:17.909806] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:17.910549] [DEBUG] [LOCAL     ] No optimal features file found for TPL: ./output/feature-sets/TPL.txt
[2025-10-13T23:59:17.910602] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:17.910635] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:17.910706] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:17.910772] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:17.927806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:17.928522] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:17.928605] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:17.928639] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:17.963480] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:17.963686] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:17.963744] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:17.963779] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:17.967403] [DEBUG] [FORECASTER] TPL: Forecast T+1@11:T+2@11: UP (p=50.29%)
[2025-10-13T23:59:17.967802] [INFO ] [FORECASTER] Completed predict_future for TPL
[2025-10-13T23:59:17.967953] [INFO ] [sig       ] TPL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:18.112402] [INFO ] [LOCAL     ] Saved forecast: TPL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TPL.txt
[2025-10-13T23:59:18.112758] [INFO ] [sig       ] [1572/1810] Completed TPL in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 57.3s
[2025-10-13T23:59:18.112824] [INFO ] [sig       ] [1573/1810] Forecasting TPR...
[2025-10-13T23:59:18.112859] [INFO ] [sig       ] Generating forecast for: TPR
[2025-10-13T23:59:18.112892] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPR' from 'https://tdm.silogroup.org/data/derivative_storage/TPR.csv'.
[2025-10-13T23:59:18.121996] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPR'.
[2025-10-13T23:59:18.122302] [INFO ] [FORECASTER] Starting predict_future for TPR
[2025-10-13T23:59:18.147824] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:18.148684] [DEBUG] [LOCAL     ] No optimal features file found for TPR: ./output/feature-sets/TPR.txt
[2025-10-13T23:59:18.148744] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:18.148799] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:18.148828] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:18.148885] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:18.166659] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:18.167564] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:18.167685] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:18.167740] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:18.201216] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:18.201314] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:18.201351] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:18.201380] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:18.204447] [DEBUG] [FORECASTER] TPR: Forecast T+1@11:T+2@11: DOWN (p=48.59%)
[2025-10-13T23:59:18.204732] [INFO ] [FORECASTER] Completed predict_future for TPR
[2025-10-13T23:59:18.204865] [INFO ] [sig       ] TPR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:18.345506] [INFO ] [LOCAL     ] Saved forecast: TPR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TPR.txt
[2025-10-13T23:59:18.345721] [INFO ] [sig       ] [1573/1810] Completed TPR in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 57.1s
[2025-10-13T23:59:18.345780] [INFO ] [sig       ] [1574/1810] Forecasting TPVG...
[2025-10-13T23:59:18.345814] [INFO ] [sig       ] Generating forecast for: TPVG
[2025-10-13T23:59:18.345847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPVG' from 'https://tdm.silogroup.org/data/derivative_storage/TPVG.csv'.
[2025-10-13T23:59:18.353846] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPVG'.
[2025-10-13T23:59:18.354112] [INFO ] [FORECASTER] Starting predict_future for TPVG
[2025-10-13T23:59:18.379362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:18.380093] [DEBUG] [LOCAL     ] No optimal features file found for TPVG: ./output/feature-sets/TPVG.txt
[2025-10-13T23:59:18.380152] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:18.380189] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:18.380218] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:18.380276] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:18.401927] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:18.402814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:18.402898] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:18.402933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:18.436181] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:18.436268] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:18.436306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:18.436334] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:18.439445] [DEBUG] [FORECASTER] TPVG: Forecast T+1@11:T+2@11: DOWN (p=0.86%)
[2025-10-13T23:59:18.439722] [INFO ] [FORECASTER] Completed predict_future for TPVG
[2025-10-13T23:59:18.439871] [INFO ] [sig       ] TPVG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:18.581808] [INFO ] [LOCAL     ] Saved forecast: TPVG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TPVG.txt
[2025-10-13T23:59:18.582025] [INFO ] [sig       ] [1574/1810] Completed TPVG in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 56.8s
[2025-10-13T23:59:18.582067] [INFO ] [sig       ] [1575/1810] Forecasting TPYP...
[2025-10-13T23:59:18.582098] [INFO ] [sig       ] Generating forecast for: TPYP
[2025-10-13T23:59:18.582130] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPYP' from 'https://tdm.silogroup.org/data/derivative_storage/TPYP.csv'.
[2025-10-13T23:59:18.591240] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TPYP'.
[2025-10-13T23:59:18.591509] [INFO ] [FORECASTER] Starting predict_future for TPYP
[2025-10-13T23:59:18.616138] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:18.616870] [DEBUG] [LOCAL     ] No optimal features file found for TPYP: ./output/feature-sets/TPYP.txt
[2025-10-13T23:59:18.616928] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:18.616963] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:18.616991] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:18.617048] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:18.634151] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:18.634700] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:18.634780] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:18.634814] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:18.665779] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:18.665863] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:18.665899] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:18.665928] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:18.668970] [DEBUG] [FORECASTER] TPYP: Forecast T+1@11:T+2@11: DOWN (p=33.19%)
[2025-10-13T23:59:18.669215] [INFO ] [FORECASTER] Completed predict_future for TPYP
[2025-10-13T23:59:18.669336] [INFO ] [sig       ] TPYP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:18.809421] [INFO ] [LOCAL     ] Saved forecast: TPYP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TPYP.txt
[2025-10-13T23:59:18.809623] [INFO ] [sig       ] [1575/1810] Completed TPYP in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 56.6s
[2025-10-13T23:59:18.809698] [INFO ] [sig       ] [1576/1810] Forecasting TPZ...
[2025-10-13T23:59:18.809742] [INFO ] [sig       ] Generating forecast for: TPZ
[2025-10-13T23:59:18.809775] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TPZ' from 'https://tdm.silogroup.org/data/derivative_storage/TPZ.csv'.
[2025-10-13T23:59:18.817637] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'TPZ'.
[2025-10-13T23:59:18.817965] [INFO ] [FORECASTER] Starting predict_future for TPZ
[2025-10-13T23:59:18.842564] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:18.843273] [DEBUG] [LOCAL     ] No optimal features file found for TPZ: ./output/feature-sets/TPZ.txt
[2025-10-13T23:59:18.843327] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:18.843361] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:18.843390] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:18.843447] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:18.860709] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:18.861232] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:18.861309] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:18.861342] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:18.890751] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:18.890852] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:18.890888] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:18.890925] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:18.893972] [DEBUG] [FORECASTER] TPZ: Forecast T+1@11:T+2@11: UP (p=67.80%)
[2025-10-13T23:59:18.894226] [INFO ] [FORECASTER] Completed predict_future for TPZ
[2025-10-13T23:59:18.894370] [INFO ] [sig       ] TPZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:19.033433] [INFO ] [LOCAL     ] Saved forecast: TPZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TPZ.txt
[2025-10-13T23:59:19.033669] [INFO ] [sig       ] [1576/1810] Completed TPZ in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 56.4s
[2025-10-13T23:59:19.033730] [INFO ] [sig       ] [1577/1810] Forecasting TR...
[2025-10-13T23:59:19.033763] [INFO ] [sig       ] Generating forecast for: TR
[2025-10-13T23:59:19.033796] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TR' from 'https://tdm.silogroup.org/data/derivative_storage/TR.csv'.
[2025-10-13T23:59:19.042894] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TR'.
[2025-10-13T23:59:19.043229] [INFO ] [FORECASTER] Starting predict_future for TR
[2025-10-13T23:59:19.067593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:19.068297] [DEBUG] [LOCAL     ] No optimal features file found for TR: ./output/feature-sets/TR.txt
[2025-10-13T23:59:19.068352] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:19.068386] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:19.068414] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:19.068471] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:19.085297] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:19.085902] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:19.085985] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:19.086019] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:19.125398] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:19.125491] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:19.125528] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:19.125557] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:19.128663] [DEBUG] [FORECASTER] TR: Forecast T+1@11:T+2@11: UP (p=96.58%)
[2025-10-13T23:59:19.128957] [INFO ] [FORECASTER] Completed predict_future for TR
[2025-10-13T23:59:19.129107] [INFO ] [sig       ] TR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:19.272179] [INFO ] [LOCAL     ] Saved forecast: TR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TR.txt
[2025-10-13T23:59:19.272398] [INFO ] [sig       ] [1577/1810] Completed TR in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 56.1s
[2025-10-13T23:59:19.272439] [INFO ] [sig       ] [1578/1810] Forecasting TRAK...
[2025-10-13T23:59:19.272471] [INFO ] [sig       ] Generating forecast for: TRAK
[2025-10-13T23:59:19.272503] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRAK' from 'https://tdm.silogroup.org/data/derivative_storage/TRAK.csv'.
[2025-10-13T23:59:19.280854] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRAK'.
[2025-10-13T23:59:19.281155] [INFO ] [FORECASTER] Starting predict_future for TRAK
[2025-10-13T23:59:19.306420] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:19.307178] [DEBUG] [LOCAL     ] No optimal features file found for TRAK: ./output/feature-sets/TRAK.txt
[2025-10-13T23:59:19.307235] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:19.307270] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:19.307298] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:19.307356] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:19.324509] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:19.325096] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:19.325177] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:19.325210] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:19.360923] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:19.361048] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:19.361087] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:19.361117] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:19.364545] [DEBUG] [FORECASTER] TRAK: Forecast T+1@11:T+2@11: UP (p=89.42%)
[2025-10-13T23:59:19.364926] [INFO ] [FORECASTER] Completed predict_future for TRAK
[2025-10-13T23:59:19.365075] [INFO ] [sig       ] TRAK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:19.513483] [INFO ] [LOCAL     ] Saved forecast: TRAK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRAK.txt
[2025-10-13T23:59:19.513739] [INFO ] [sig       ] [1578/1810] Completed TRAK in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 55.9s
[2025-10-13T23:59:19.513800] [INFO ] [sig       ] [1579/1810] Forecasting TRC...
[2025-10-13T23:59:19.513834] [INFO ] [sig       ] Generating forecast for: TRC
[2025-10-13T23:59:19.513866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRC' from 'https://tdm.silogroup.org/data/derivative_storage/TRC.csv'.
[2025-10-13T23:59:19.527367] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRC'.
[2025-10-13T23:59:19.527809] [INFO ] [FORECASTER] Starting predict_future for TRC
[2025-10-13T23:59:19.553366] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:19.554164] [DEBUG] [LOCAL     ] No optimal features file found for TRC: ./output/feature-sets/TRC.txt
[2025-10-13T23:59:19.554221] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:19.554255] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:19.554342] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:19.554410] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:19.571616] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:19.572415] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:19.572501] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:19.572536] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:19.604706] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:19.604882] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:19.604925] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:19.604955] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:19.609446] [DEBUG] [FORECASTER] TRC: Forecast T+1@11:T+2@11: UP (p=87.88%)
[2025-10-13T23:59:19.609947] [INFO ] [FORECASTER] Completed predict_future for TRC
[2025-10-13T23:59:19.610140] [INFO ] [sig       ] TRC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:19.748226] [INFO ] [LOCAL     ] Saved forecast: TRC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRC.txt
[2025-10-13T23:59:19.748501] [INFO ] [sig       ] [1579/1810] Completed TRC in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 55.6s
[2025-10-13T23:59:19.748544] [INFO ] [sig       ] [1580/1810] Forecasting TREX...
[2025-10-13T23:59:19.748575] [INFO ] [sig       ] Generating forecast for: TREX
[2025-10-13T23:59:19.748607] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TREX' from 'https://tdm.silogroup.org/data/derivative_storage/TREX.csv'.
[2025-10-13T23:59:19.757874] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TREX'.
[2025-10-13T23:59:19.758172] [INFO ] [FORECASTER] Starting predict_future for TREX
[2025-10-13T23:59:19.782668] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:19.783363] [DEBUG] [LOCAL     ] No optimal features file found for TREX: ./output/feature-sets/TREX.txt
[2025-10-13T23:59:19.783418] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:19.783471] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:19.783500] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:19.783557] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:19.800319] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:19.800925] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:19.801033] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:19.801067] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:19.837897] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:19.838023] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:19.838062] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:19.838090] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:19.841325] [DEBUG] [FORECASTER] TREX: Forecast T+1@11:T+2@11: DOWN (p=46.91%)
[2025-10-13T23:59:19.841591] [INFO ] [FORECASTER] Completed predict_future for TREX
[2025-10-13T23:59:19.841760] [INFO ] [sig       ] TREX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:19.980943] [INFO ] [LOCAL     ] Saved forecast: TREX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TREX.txt
[2025-10-13T23:59:19.981182] [INFO ] [sig       ] [1580/1810] Completed TREX in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 55.4s
[2025-10-13T23:59:19.981225] [INFO ] [sig       ] [1581/1810] Forecasting TRGP...
[2025-10-13T23:59:19.981256] [INFO ] [sig       ] Generating forecast for: TRGP
[2025-10-13T23:59:19.981289] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRGP' from 'https://tdm.silogroup.org/data/derivative_storage/TRGP.csv'.
[2025-10-13T23:59:19.989787] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRGP'.
[2025-10-13T23:59:19.990095] [INFO ] [FORECASTER] Starting predict_future for TRGP
[2025-10-13T23:59:20.014620] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:20.015394] [DEBUG] [LOCAL     ] No optimal features file found for TRGP: ./output/feature-sets/TRGP.txt
[2025-10-13T23:59:20.015449] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:20.015483] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:20.015511] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:20.015567] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:20.032623] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:20.033236] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:20.033331] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:20.033364] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:20.068952] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:20.069064] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:20.069101] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:20.069130] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:20.072305] [DEBUG] [FORECASTER] TRGP: Forecast T+1@11:T+2@11: UP (p=92.12%)
[2025-10-13T23:59:20.072581] [INFO ] [FORECASTER] Completed predict_future for TRGP
[2025-10-13T23:59:20.072754] [INFO ] [sig       ] TRGP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:20.212220] [INFO ] [LOCAL     ] Saved forecast: TRGP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRGP.txt
[2025-10-13T23:59:20.212522] [INFO ] [sig       ] [1581/1810] Completed TRGP in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 55.1s
[2025-10-13T23:59:20.212568] [INFO ] [sig       ] [1582/1810] Forecasting TRN...
[2025-10-13T23:59:20.212601] [INFO ] [sig       ] Generating forecast for: TRN
[2025-10-13T23:59:20.212634] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRN' from 'https://tdm.silogroup.org/data/derivative_storage/TRN.csv'.
[2025-10-13T23:59:20.221993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRN'.
[2025-10-13T23:59:20.222350] [INFO ] [FORECASTER] Starting predict_future for TRN
[2025-10-13T23:59:20.247253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:20.248035] [DEBUG] [LOCAL     ] No optimal features file found for TRN: ./output/feature-sets/TRN.txt
[2025-10-13T23:59:20.248091] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:20.248124] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:20.248156] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:20.248226] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:20.265126] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:20.265712] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:20.265796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:20.265831] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:20.297567] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:20.298165] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:20.298215] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:20.298245] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:20.303172] [DEBUG] [FORECASTER] TRN: Forecast T+1@11:T+2@11: UP (p=51.52%)
[2025-10-13T23:59:20.303451] [INFO ] [FORECASTER] Completed predict_future for TRN
[2025-10-13T23:59:20.303586] [INFO ] [sig       ] TRN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:20.447729] [INFO ] [LOCAL     ] Saved forecast: TRN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRN.txt
[2025-10-13T23:59:20.448010] [INFO ] [sig       ] [1582/1810] Completed TRN in 0.2s | 4.15 sym/s | Total: 6.3m | ETA: 54.9s
[2025-10-13T23:59:20.448057] [INFO ] [sig       ] [1583/1810] Forecasting TRNO...
[2025-10-13T23:59:20.448088] [INFO ] [sig       ] Generating forecast for: TRNO
[2025-10-13T23:59:20.448120] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRNO' from 'https://tdm.silogroup.org/data/derivative_storage/TRNO.csv'.
[2025-10-13T23:59:20.457255] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRNO'.
[2025-10-13T23:59:20.457662] [INFO ] [FORECASTER] Starting predict_future for TRNO
[2025-10-13T23:59:20.482578] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:20.483383] [DEBUG] [LOCAL     ] No optimal features file found for TRNO: ./output/feature-sets/TRNO.txt
[2025-10-13T23:59:20.483439] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:20.483473] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:20.483502] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:20.483564] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:20.500506] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:20.501297] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:20.501377] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:20.501412] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:20.533880] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:20.534038] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:20.534079] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:20.534110] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:20.537555] [DEBUG] [FORECASTER] TRNO: Forecast T+1@11:T+2@11: UP (p=61.43%)
[2025-10-13T23:59:20.537871] [INFO ] [FORECASTER] Completed predict_future for TRNO
[2025-10-13T23:59:20.538030] [INFO ] [sig       ] TRNO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:20.679532] [INFO ] [LOCAL     ] Saved forecast: TRNO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRNO.txt
[2025-10-13T23:59:20.679824] [INFO ] [sig       ] [1583/1810] Completed TRNO in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 54.7s
[2025-10-13T23:59:20.679886] [INFO ] [sig       ] [1584/1810] Forecasting TROX...
[2025-10-13T23:59:20.679919] [INFO ] [sig       ] Generating forecast for: TROX
[2025-10-13T23:59:20.679951] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TROX' from 'https://tdm.silogroup.org/data/derivative_storage/TROX.csv'.
[2025-10-13T23:59:20.689172] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TROX'.
[2025-10-13T23:59:20.689639] [INFO ] [FORECASTER] Starting predict_future for TROX
[2025-10-13T23:59:20.714937] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:20.715730] [DEBUG] [LOCAL     ] No optimal features file found for TROX: ./output/feature-sets/TROX.txt
[2025-10-13T23:59:20.715787] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:20.715821] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:20.715850] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:20.715906] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:20.732635] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:20.733226] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:20.733307] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:20.733341] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:20.770992] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:20.771154] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:20.771211] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:20.771245] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:20.775010] [DEBUG] [FORECASTER] TROX: Forecast T+1@11:T+2@11: DOWN (p=1.17%)
[2025-10-13T23:59:20.775298] [INFO ] [FORECASTER] Completed predict_future for TROX
[2025-10-13T23:59:20.775446] [INFO ] [sig       ] TROX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:20.917429] [INFO ] [LOCAL     ] Saved forecast: TROX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TROX.txt
[2025-10-13T23:59:20.917736] [INFO ] [sig       ] [1584/1810] Completed TROX in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 54.4s
[2025-10-13T23:59:20.917797] [INFO ] [sig       ] [1585/1810] Forecasting TRP...
[2025-10-13T23:59:20.917832] [INFO ] [sig       ] Generating forecast for: TRP
[2025-10-13T23:59:20.917866] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRP' from 'https://tdm.silogroup.org/data/derivative_storage/TRP.csv'.
[2025-10-13T23:59:20.927237] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRP'.
[2025-10-13T23:59:20.927670] [INFO ] [FORECASTER] Starting predict_future for TRP
[2025-10-13T23:59:20.952623] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:20.953420] [DEBUG] [LOCAL     ] No optimal features file found for TRP: ./output/feature-sets/TRP.txt
[2025-10-13T23:59:20.953476] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:20.953512] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:20.953541] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:20.953599] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:20.970634] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:20.971220] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:20.971297] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:20.971331] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:21.005501] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:21.005623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:21.005695] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:21.005739] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:21.008962] [DEBUG] [FORECASTER] TRP: Forecast T+1@11:T+2@11: UP (p=77.34%)
[2025-10-13T23:59:21.009252] [INFO ] [FORECASTER] Completed predict_future for TRP
[2025-10-13T23:59:21.009444] [INFO ] [sig       ] TRP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:21.152793] [INFO ] [LOCAL     ] Saved forecast: TRP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRP.txt
[2025-10-13T23:59:21.153032] [INFO ] [sig       ] [1585/1810] Completed TRP in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 54.2s
[2025-10-13T23:59:21.153082] [INFO ] [sig       ] [1586/1810] Forecasting TRTX...
[2025-10-13T23:59:21.153113] [INFO ] [sig       ] Generating forecast for: TRTX
[2025-10-13T23:59:21.153145] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRTX' from 'https://tdm.silogroup.org/data/derivative_storage/TRTX.csv'.
[2025-10-13T23:59:21.163066] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRTX'.
[2025-10-13T23:59:21.163427] [INFO ] [FORECASTER] Starting predict_future for TRTX
[2025-10-13T23:59:21.188599] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:21.189405] [DEBUG] [LOCAL     ] No optimal features file found for TRTX: ./output/feature-sets/TRTX.txt
[2025-10-13T23:59:21.189465] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:21.189501] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:21.189529] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:21.189586] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:21.206305] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:21.206921] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:21.207001] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:21.207036] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:21.241943] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:21.242059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:21.242099] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:21.242128] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:21.245349] [DEBUG] [FORECASTER] TRTX: Forecast T+1@11:T+2@11: DOWN (p=4.22%)
[2025-10-13T23:59:21.245613] [INFO ] [FORECASTER] Completed predict_future for TRTX
[2025-10-13T23:59:21.245781] [INFO ] [sig       ] TRTX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:21.383274] [INFO ] [LOCAL     ] Saved forecast: TRTX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TRTX.txt
[2025-10-13T23:59:21.383500] [INFO ] [sig       ] [1586/1810] Completed TRTX in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 53.9s
[2025-10-13T23:59:21.383543] [INFO ] [sig       ] [1587/1810] Forecasting TRU...
[2025-10-13T23:59:21.383574] [INFO ] [sig       ] Generating forecast for: TRU
[2025-10-13T23:59:21.383605] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRU' from 'https://tdm.silogroup.org/data/derivative_storage/TRU.csv'.
[2025-10-13T23:59:21.392511] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRU'.
[2025-10-13T23:59:21.392824] [INFO ] [FORECASTER] Starting predict_future for TRU
[2025-10-13T23:59:21.417355] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:21.418125] [DEBUG] [LOCAL     ] No optimal features file found for TRU: ./output/feature-sets/TRU.txt
[2025-10-13T23:59:21.418180] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:21.418233] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:21.418263] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:21.418320] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:21.435115] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:21.435671] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:21.435753] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:21.435788] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:21.473262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:21.473368] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:21.473405] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:21.473434] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:21.476559] [DEBUG] [FORECASTER] TRU: Forecast T+1@11:T+2@11: UP (p=89.48%)
[2025-10-13T23:59:21.476850] [INFO ] [FORECASTER] Completed predict_future for TRU
[2025-10-13T23:59:21.476982] [INFO ] [sig       ] TRU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:21.618142] [INFO ] [LOCAL     ] Saved forecast: TRU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TRU.txt
[2025-10-13T23:59:21.618422] [INFO ] [sig       ] [1587/1810] Completed TRU in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 53.7s
[2025-10-13T23:59:21.618466] [INFO ] [sig       ] [1588/1810] Forecasting TRV...
[2025-10-13T23:59:21.618498] [INFO ] [sig       ] Generating forecast for: TRV
[2025-10-13T23:59:21.618530] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TRV' from 'https://tdm.silogroup.org/data/derivative_storage/TRV.csv'.
[2025-10-13T23:59:21.627678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TRV'.
[2025-10-13T23:59:21.627959] [INFO ] [FORECASTER] Starting predict_future for TRV
[2025-10-13T23:59:21.652770] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:21.653446] [DEBUG] [LOCAL     ] No optimal features file found for TRV: ./output/feature-sets/TRV.txt
[2025-10-13T23:59:21.653499] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:21.653533] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:21.653561] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:21.653618] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:21.670622] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:21.671187] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:21.671276] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:21.671309] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:21.706629] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:21.706776] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:21.706820] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:21.706849] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:21.710176] [DEBUG] [FORECASTER] TRV: Forecast T+1@11:T+2@11: DOWN (p=13.60%)
[2025-10-13T23:59:21.710440] [INFO ] [FORECASTER] Completed predict_future for TRV
[2025-10-13T23:59:21.710601] [INFO ] [sig       ] TRV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:21.851166] [INFO ] [LOCAL     ] Saved forecast: TRV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TRV.txt
[2025-10-13T23:59:21.851400] [INFO ] [sig       ] [1588/1810] Completed TRV in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 53.5s
[2025-10-13T23:59:21.851442] [INFO ] [sig       ] [1589/1810] Forecasting TS...
[2025-10-13T23:59:21.851472] [INFO ] [sig       ] Generating forecast for: TS
[2025-10-13T23:59:21.851551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TS' from 'https://tdm.silogroup.org/data/derivative_storage/TS.csv'.
[2025-10-13T23:59:21.860330] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TS'.
[2025-10-13T23:59:21.860606] [INFO ] [FORECASTER] Starting predict_future for TS
[2025-10-13T23:59:21.885949] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:21.886780] [DEBUG] [LOCAL     ] No optimal features file found for TS: ./output/feature-sets/TS.txt
[2025-10-13T23:59:21.886837] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:21.886871] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:21.886900] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:21.886957] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:21.904857] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:21.905685] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:21.905771] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:21.905807] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:21.931334] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:21.931410] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:21.931447] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:21.931476] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:21.934463] [DEBUG] [FORECASTER] TS: Forecast T+1@11:T+2@11: UP (p=80.59%)
[2025-10-13T23:59:21.934748] [INFO ] [FORECASTER] Completed predict_future for TS
[2025-10-13T23:59:21.934875] [INFO ] [sig       ] TS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:22.076536] [INFO ] [LOCAL     ] Saved forecast: TS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TS.txt
[2025-10-13T23:59:22.076838] [INFO ] [sig       ] [1589/1810] Completed TS in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 53.2s
[2025-10-13T23:59:22.076899] [INFO ] [sig       ] [1590/1810] Forecasting TSE...
[2025-10-13T23:59:22.076933] [INFO ] [sig       ] Generating forecast for: TSE
[2025-10-13T23:59:22.076966] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSE' from 'https://tdm.silogroup.org/data/derivative_storage/TSE.csv'.
[2025-10-13T23:59:22.086378] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSE'.
[2025-10-13T23:59:22.086715] [INFO ] [FORECASTER] Starting predict_future for TSE
[2025-10-13T23:59:22.111525] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:22.112293] [DEBUG] [LOCAL     ] No optimal features file found for TSE: ./output/feature-sets/TSE.txt
[2025-10-13T23:59:22.112348] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:22.112382] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:22.112411] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:22.112468] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:22.129373] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:22.130191] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:22.130279] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:22.130313] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:22.164831] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:22.164960] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:22.164997] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:22.165026] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:22.168295] [DEBUG] [FORECASTER] TSE: Forecast T+1@11:T+2@11: DOWN (p=0.20%)
[2025-10-13T23:59:22.168563] [INFO ] [FORECASTER] Completed predict_future for TSE
[2025-10-13T23:59:22.168733] [INFO ] [sig       ] TSE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:22.313127] [INFO ] [LOCAL     ] Saved forecast: TSE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TSE.txt
[2025-10-13T23:59:22.313438] [INFO ] [sig       ] [1590/1810] Completed TSE in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 53.0s
[2025-10-13T23:59:22.313500] [INFO ] [sig       ] [1591/1810] Forecasting TSI...
[2025-10-13T23:59:22.313534] [INFO ] [sig       ] Generating forecast for: TSI
[2025-10-13T23:59:22.313567] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSI' from 'https://tdm.silogroup.org/data/derivative_storage/TSI.csv'.
[2025-10-13T23:59:22.323142] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSI'.
[2025-10-13T23:59:22.323417] [INFO ] [FORECASTER] Starting predict_future for TSI
[2025-10-13T23:59:22.348784] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:22.349459] [DEBUG] [LOCAL     ] No optimal features file found for TSI: ./output/feature-sets/TSI.txt
[2025-10-13T23:59:22.349513] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:22.349548] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:22.349576] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:22.349633] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:22.366496] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:22.367094] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:22.367174] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:22.367207] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:22.402503] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:22.402683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:22.402769] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:22.402804] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:22.406184] [DEBUG] [FORECASTER] TSI: Forecast T+1@11:T+2@11: UP (p=88.46%)
[2025-10-13T23:59:22.406452] [INFO ] [FORECASTER] Completed predict_future for TSI
[2025-10-13T23:59:22.406583] [INFO ] [sig       ] TSI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:22.547128] [INFO ] [LOCAL     ] Saved forecast: TSI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TSI.txt
[2025-10-13T23:59:22.547339] [INFO ] [sig       ] [1591/1810] Completed TSI in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 52.7s
[2025-10-13T23:59:22.547380] [INFO ] [sig       ] [1592/1810] Forecasting TSLX...
[2025-10-13T23:59:22.547411] [INFO ] [sig       ] Generating forecast for: TSLX
[2025-10-13T23:59:22.547443] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSLX' from 'https://tdm.silogroup.org/data/derivative_storage/TSLX.csv'.
[2025-10-13T23:59:22.556128] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSLX'.
[2025-10-13T23:59:22.556375] [INFO ] [FORECASTER] Starting predict_future for TSLX
[2025-10-13T23:59:22.580884] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:22.581524] [DEBUG] [LOCAL     ] No optimal features file found for TSLX: ./output/feature-sets/TSLX.txt
[2025-10-13T23:59:22.581621] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:22.581696] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:22.581737] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:22.581795] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:22.599415] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:22.600002] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:22.600081] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:22.600115] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:22.635672] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:22.635752] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:22.635788] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:22.635817] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:22.638905] [DEBUG] [FORECASTER] TSLX: Forecast T+1@11:T+2@11: UP (p=89.94%)
[2025-10-13T23:59:22.639148] [INFO ] [FORECASTER] Completed predict_future for TSLX
[2025-10-13T23:59:22.639278] [INFO ] [sig       ] TSLX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:22.785181] [INFO ] [LOCAL     ] Saved forecast: TSLX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TSLX.txt
[2025-10-13T23:59:22.785389] [INFO ] [sig       ] [1592/1810] Completed TSLX in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 52.5s
[2025-10-13T23:59:22.785431] [INFO ] [sig       ] [1593/1810] Forecasting TSM...
[2025-10-13T23:59:22.785461] [INFO ] [sig       ] Generating forecast for: TSM
[2025-10-13T23:59:22.785493] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSM' from 'https://tdm.silogroup.org/data/derivative_storage/TSM.csv'.
[2025-10-13T23:59:22.794226] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSM'.
[2025-10-13T23:59:22.794511] [INFO ] [FORECASTER] Starting predict_future for TSM
[2025-10-13T23:59:22.818999] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:22.819706] [DEBUG] [LOCAL     ] No optimal features file found for TSM: ./output/feature-sets/TSM.txt
[2025-10-13T23:59:22.819762] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:22.819796] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:22.819824] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:22.819880] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:22.836517] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:22.837066] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:22.837148] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:22.837181] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:22.873283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:22.873367] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:22.873402] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:22.873430] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:22.876424] [DEBUG] [FORECASTER] TSM: Forecast T+1@11:T+2@11: UP (p=65.73%)
[2025-10-13T23:59:22.876695] [INFO ] [FORECASTER] Completed predict_future for TSM
[2025-10-13T23:59:22.876835] [INFO ] [sig       ] TSM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:23.016402] [INFO ] [LOCAL     ] Saved forecast: TSM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TSM.txt
[2025-10-13T23:59:23.016623] [INFO ] [sig       ] [1593/1810] Completed TSM in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 52.2s
[2025-10-13T23:59:23.016709] [INFO ] [sig       ] [1594/1810] Forecasting TSN...
[2025-10-13T23:59:23.016751] [INFO ] [sig       ] Generating forecast for: TSN
[2025-10-13T23:59:23.016786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSN' from 'https://tdm.silogroup.org/data/derivative_storage/TSN.csv'.
[2025-10-13T23:59:23.030006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSN'.
[2025-10-13T23:59:23.030358] [INFO ] [FORECASTER] Starting predict_future for TSN
[2025-10-13T23:59:23.055029] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:23.055697] [DEBUG] [LOCAL     ] No optimal features file found for TSN: ./output/feature-sets/TSN.txt
[2025-10-13T23:59:23.055753] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:23.055803] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:23.055832] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:23.055889] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:23.072736] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:23.073257] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:23.073335] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:23.073369] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:23.108569] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:23.108661] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:23.108719] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:23.108751] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:23.111689] [DEBUG] [FORECASTER] TSN: Forecast T+1@11:T+2@11: UP (p=70.56%)
[2025-10-13T23:59:23.111934] [INFO ] [FORECASTER] Completed predict_future for TSN
[2025-10-13T23:59:23.112060] [INFO ] [sig       ] TSN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:23.249127] [INFO ] [LOCAL     ] Saved forecast: TSN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TSN.txt
[2025-10-13T23:59:23.249319] [INFO ] [sig       ] [1594/1810] Completed TSN in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 52.0s
[2025-10-13T23:59:23.249360] [INFO ] [sig       ] [1595/1810] Forecasting TSQ...
[2025-10-13T23:59:23.249389] [INFO ] [sig       ] Generating forecast for: TSQ
[2025-10-13T23:59:23.249420] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TSQ' from 'https://tdm.silogroup.org/data/derivative_storage/TSQ.csv'.
[2025-10-13T23:59:23.257284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TSQ'.
[2025-10-13T23:59:23.257561] [INFO ] [FORECASTER] Starting predict_future for TSQ
[2025-10-13T23:59:23.281941] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:23.282580] [DEBUG] [LOCAL     ] No optimal features file found for TSQ: ./output/feature-sets/TSQ.txt
[2025-10-13T23:59:23.282633] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:23.282705] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:23.282743] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:23.282800] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:23.299551] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:23.300164] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:23.300284] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:23.300323] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:23.331901] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:23.332061] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:23.332102] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:23.332132] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:23.335508] [DEBUG] [FORECASTER] TSQ: Forecast T+1@11:T+2@11: UP (p=95.90%)
[2025-10-13T23:59:23.335830] [INFO ] [FORECASTER] Completed predict_future for TSQ
[2025-10-13T23:59:23.335969] [INFO ] [sig       ] TSQ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:23.475117] [INFO ] [LOCAL     ] Saved forecast: TSQ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TSQ.txt
[2025-10-13T23:59:23.475382] [INFO ] [sig       ] [1595/1810] Completed TSQ in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 51.8s
[2025-10-13T23:59:23.475426] [INFO ] [sig       ] [1596/1810] Forecasting TT...
[2025-10-13T23:59:23.475456] [INFO ] [sig       ] Generating forecast for: TT
[2025-10-13T23:59:23.475489] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TT' from 'https://tdm.silogroup.org/data/derivative_storage/TT.csv'.
[2025-10-13T23:59:23.484345] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TT'.
[2025-10-13T23:59:23.484622] [INFO ] [FORECASTER] Starting predict_future for TT
[2025-10-13T23:59:23.508954] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:23.509628] [DEBUG] [LOCAL     ] No optimal features file found for TT: ./output/feature-sets/TT.txt
[2025-10-13T23:59:23.509707] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:23.509748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:23.509779] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:23.509835] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:23.526875] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:23.527393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:23.527490] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:23.527543] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:23.561690] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:23.561795] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:23.561833] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:23.561862] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:23.564924] [DEBUG] [FORECASTER] TT: Forecast T+1@11:T+2@11: UP (p=83.42%)
[2025-10-13T23:59:23.565175] [INFO ] [FORECASTER] Completed predict_future for TT
[2025-10-13T23:59:23.565300] [INFO ] [sig       ] TT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:23.704597] [INFO ] [LOCAL     ] Saved forecast: TT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TT.txt
[2025-10-13T23:59:23.704798] [INFO ] [sig       ] [1596/1810] Completed TT in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 51.5s
[2025-10-13T23:59:23.704854] [INFO ] [sig       ] [1597/1810] Forecasting TTC...
[2025-10-13T23:59:23.704887] [INFO ] [sig       ] Generating forecast for: TTC
[2025-10-13T23:59:23.704920] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTC' from 'https://tdm.silogroup.org/data/derivative_storage/TTC.csv'.
[2025-10-13T23:59:23.713714] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTC'.
[2025-10-13T23:59:23.714045] [INFO ] [FORECASTER] Starting predict_future for TTC
[2025-10-13T23:59:23.738865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:23.739509] [DEBUG] [LOCAL     ] No optimal features file found for TTC: ./output/feature-sets/TTC.txt
[2025-10-13T23:59:23.739563] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:23.739597] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:23.739625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:23.739714] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:23.756861] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:23.757419] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:23.757532] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:23.757580] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:23.795929] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:23.796031] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:23.796078] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:23.796109] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:23.799255] [DEBUG] [FORECASTER] TTC: Forecast T+1@11:T+2@11: DOWN (p=28.43%)
[2025-10-13T23:59:23.799544] [INFO ] [FORECASTER] Completed predict_future for TTC
[2025-10-13T23:59:23.799721] [INFO ] [sig       ] TTC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:23.940626] [INFO ] [LOCAL     ] Saved forecast: TTC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TTC.txt
[2025-10-13T23:59:23.940868] [INFO ] [sig       ] [1597/1810] Completed TTC in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 51.3s
[2025-10-13T23:59:23.940913] [INFO ] [sig       ] [1598/1810] Forecasting TTE...
[2025-10-13T23:59:23.940944] [INFO ] [sig       ] Generating forecast for: TTE
[2025-10-13T23:59:23.940976] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTE' from 'https://tdm.silogroup.org/data/derivative_storage/TTE.csv'.
[2025-10-13T23:59:23.949324] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTE'.
[2025-10-13T23:59:23.949591] [INFO ] [FORECASTER] Starting predict_future for TTE
[2025-10-13T23:59:23.973754] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:23.974425] [DEBUG] [LOCAL     ] No optimal features file found for TTE: ./output/feature-sets/TTE.txt
[2025-10-13T23:59:23.974478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:23.974511] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:23.974538] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:23.974594] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:23.991384] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:23.991936] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:23.992013] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:23.992047] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:24.020066] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:24.020148] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:24.020183] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:24.020212] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:24.024255] [DEBUG] [FORECASTER] TTE: Forecast T+1@11:T+2@11: UP (p=67.91%)
[2025-10-13T23:59:24.024507] [INFO ] [FORECASTER] Completed predict_future for TTE
[2025-10-13T23:59:24.024633] [INFO ] [sig       ] TTE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:24.229460] [INFO ] [LOCAL     ] Saved forecast: TTE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TTE.txt
[2025-10-13T23:59:24.229673] [INFO ] [sig       ] [1598/1810] Completed TTE in 0.3s | 4.15 sym/s | Total: 6.4m | ETA: 51.0s
[2025-10-13T23:59:24.229734] [INFO ] [sig       ] [1599/1810] Forecasting TTI...
[2025-10-13T23:59:24.229768] [INFO ] [sig       ] Generating forecast for: TTI
[2025-10-13T23:59:24.229801] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TTI' from 'https://tdm.silogroup.org/data/derivative_storage/TTI.csv'.
[2025-10-13T23:59:24.238229] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TTI'.
[2025-10-13T23:59:24.238491] [INFO ] [FORECASTER] Starting predict_future for TTI
[2025-10-13T23:59:24.263526] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:24.264235] [DEBUG] [LOCAL     ] No optimal features file found for TTI: ./output/feature-sets/TTI.txt
[2025-10-13T23:59:24.264293] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:24.264329] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:24.264357] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:24.264418] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:24.281537] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:24.282094] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:24.282171] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:24.282205] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:24.312606] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:24.312729] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:24.312776] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:24.312808] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:24.316014] [DEBUG] [FORECASTER] TTI: Forecast T+1@11:T+2@11: DOWN (p=3.28%)
[2025-10-13T23:59:24.316266] [INFO ] [FORECASTER] Completed predict_future for TTI
[2025-10-13T23:59:24.316388] [INFO ] [sig       ] TTI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:24.460078] [INFO ] [LOCAL     ] Saved forecast: TTI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TTI.txt
[2025-10-13T23:59:24.460264] [INFO ] [sig       ] [1599/1810] Completed TTI in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 50.8s
[2025-10-13T23:59:24.460309] [INFO ] [sig       ] [1600/1810] Forecasting TU...
[2025-10-13T23:59:24.460340] [INFO ] [sig       ] Generating forecast for: TU
[2025-10-13T23:59:24.460372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TU' from 'https://tdm.silogroup.org/data/derivative_storage/TU.csv'.
[2025-10-13T23:59:24.469925] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TU'.
[2025-10-13T23:59:24.470380] [INFO ] [FORECASTER] Starting predict_future for TU
[2025-10-13T23:59:24.502389] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:24.503566] [DEBUG] [LOCAL     ] No optimal features file found for TU: ./output/feature-sets/TU.txt
[2025-10-13T23:59:24.503665] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:24.503735] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:24.503806] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:24.503913] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:24.527856] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:24.528873] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:24.528977] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:24.529018] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:24.565566] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:24.565712] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:24.565765] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:24.565796] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:24.569017] [DEBUG] [FORECASTER] TU: Forecast T+1@11:T+2@11: UP (p=79.22%)
[2025-10-13T23:59:24.569281] [INFO ] [FORECASTER] Completed predict_future for TU
[2025-10-13T23:59:24.569421] [INFO ] [sig       ] TU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:24.714704] [INFO ] [LOCAL     ] Saved forecast: TU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TU.txt
[2025-10-13T23:59:24.714953] [INFO ] [sig       ] [1600/1810] Completed TU in 0.3s | 4.15 sym/s | Total: 6.4m | ETA: 50.6s
[2025-10-13T23:59:24.714998] [INFO ] [sig       ] [1601/1810] Forecasting TUYA...
[2025-10-13T23:59:24.715031] [INFO ] [sig       ] Generating forecast for: TUYA
[2025-10-13T23:59:24.715066] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TUYA' from 'https://tdm.silogroup.org/data/derivative_storage/TUYA.csv'.
[2025-10-13T23:59:24.724492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TUYA'.
[2025-10-13T23:59:24.724811] [INFO ] [FORECASTER] Starting predict_future for TUYA
[2025-10-13T23:59:24.749334] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:24.750032] [DEBUG] [LOCAL     ] No optimal features file found for TUYA: ./output/feature-sets/TUYA.txt
[2025-10-13T23:59:24.750088] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:24.750122] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:24.750161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:24.750220] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:24.767093] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:24.767691] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:24.767774] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:24.767808] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:24.800195] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:24.800270] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:24.800306] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:24.800334] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:24.803273] [DEBUG] [FORECASTER] TUYA: Forecast T+1@11:T+2@11: UP (p=98.78%)
[2025-10-13T23:59:24.803513] [INFO ] [FORECASTER] Completed predict_future for TUYA
[2025-10-13T23:59:24.803661] [INFO ] [sig       ] TUYA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:24.940431] [INFO ] [LOCAL     ] Saved forecast: TUYA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TUYA.txt
[2025-10-13T23:59:24.940620] [INFO ] [sig       ] [1601/1810] Completed TUYA in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 50.3s
[2025-10-13T23:59:24.940719] [INFO ] [sig       ] [1602/1810] Forecasting TV...
[2025-10-13T23:59:24.940759] [INFO ] [sig       ] Generating forecast for: TV
[2025-10-13T23:59:24.940792] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TV' from 'https://tdm.silogroup.org/data/derivative_storage/TV.csv'.
[2025-10-13T23:59:24.949507] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TV'.
[2025-10-13T23:59:24.949782] [INFO ] [FORECASTER] Starting predict_future for TV
[2025-10-13T23:59:24.974149] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:24.974829] [DEBUG] [LOCAL     ] No optimal features file found for TV: ./output/feature-sets/TV.txt
[2025-10-13T23:59:24.974883] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:24.974915] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:24.974943] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:24.975000] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:24.991696] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:24.992212] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:24.992290] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:24.992324] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:25.023184] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:25.023261] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:25.023296] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:25.023324] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:25.026231] [DEBUG] [FORECASTER] TV: Forecast T+1@11:T+2@11: DOWN (p=4.86%)
[2025-10-13T23:59:25.026473] [INFO ] [FORECASTER] Completed predict_future for TV
[2025-10-13T23:59:25.026601] [INFO ] [sig       ] TV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:25.163566] [INFO ] [LOCAL     ] Saved forecast: TV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TV.txt
[2025-10-13T23:59:25.163771] [INFO ] [sig       ] [1602/1810] Completed TV in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 50.1s
[2025-10-13T23:59:25.163831] [INFO ] [sig       ] [1603/1810] Forecasting TVC...
[2025-10-13T23:59:25.163864] [INFO ] [sig       ] Generating forecast for: TVC
[2025-10-13T23:59:25.163896] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TVC' from 'https://tdm.silogroup.org/data/derivative_storage/TVC.csv'.
[2025-10-13T23:59:25.171872] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TVC'.
[2025-10-13T23:59:25.172142] [INFO ] [FORECASTER] Starting predict_future for TVC
[2025-10-13T23:59:25.196533] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:25.197202] [DEBUG] [LOCAL     ] No optimal features file found for TVC: ./output/feature-sets/TVC.txt
[2025-10-13T23:59:25.197255] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:25.197288] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:25.197316] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:25.197372] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:25.214133] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:25.214696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:25.214777] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:25.214811] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:25.246589] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:25.246683] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:25.246733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:25.246764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:25.249726] [DEBUG] [FORECASTER] TVC: Forecast T+1@11:T+2@11: DOWN (p=28.18%)
[2025-10-13T23:59:25.249969] [INFO ] [FORECASTER] Completed predict_future for TVC
[2025-10-13T23:59:25.250092] [INFO ] [sig       ] TVC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:25.387521] [INFO ] [LOCAL     ] Saved forecast: TVC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TVC.txt
[2025-10-13T23:59:25.387739] [INFO ] [sig       ] [1603/1810] Completed TVC in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 49.8s
[2025-10-13T23:59:25.387799] [INFO ] [sig       ] [1604/1810] Forecasting TVE...
[2025-10-13T23:59:25.387832] [INFO ] [sig       ] Generating forecast for: TVE
[2025-10-13T23:59:25.387864] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TVE' from 'https://tdm.silogroup.org/data/derivative_storage/TVE.csv'.
[2025-10-13T23:59:25.397357] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TVE'.
[2025-10-13T23:59:25.397818] [INFO ] [FORECASTER] Starting predict_future for TVE
[2025-10-13T23:59:25.427045] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:25.428041] [DEBUG] [LOCAL     ] No optimal features file found for TVE: ./output/feature-sets/TVE.txt
[2025-10-13T23:59:25.428117] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:25.428193] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:25.428246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:25.428344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:25.445738] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:25.446592] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:25.446707] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:25.446758] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:25.482834] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:25.483009] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:25.483050] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:25.483080] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:25.486550] [DEBUG] [FORECASTER] TVE: Forecast T+1@11:T+2@11: DOWN (p=2.71%)
[2025-10-13T23:59:25.486847] [INFO ] [FORECASTER] Completed predict_future for TVE
[2025-10-13T23:59:25.486996] [INFO ] [sig       ] TVE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:25.630402] [INFO ] [LOCAL     ] Saved forecast: TVE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TVE.txt
[2025-10-13T23:59:25.630678] [INFO ] [sig       ] [1604/1810] Completed TVE in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 49.6s
[2025-10-13T23:59:25.630739] [INFO ] [sig       ] [1605/1810] Forecasting TWI...
[2025-10-13T23:59:25.630773] [INFO ] [sig       ] Generating forecast for: TWI
[2025-10-13T23:59:25.630806] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWI' from 'https://tdm.silogroup.org/data/derivative_storage/TWI.csv'.
[2025-10-13T23:59:25.640548] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWI'.
[2025-10-13T23:59:25.640931] [INFO ] [FORECASTER] Starting predict_future for TWI
[2025-10-13T23:59:25.665594] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:25.666313] [DEBUG] [LOCAL     ] No optimal features file found for TWI: ./output/feature-sets/TWI.txt
[2025-10-13T23:59:25.666368] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:25.666402] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:25.666430] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:25.666486] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:25.683267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:25.683853] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:25.683934] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:25.683968] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:25.719826] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:25.719937] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:25.719975] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:25.720004] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:25.723081] [DEBUG] [FORECASTER] TWI: Forecast T+1@11:T+2@11: DOWN (p=3.73%)
[2025-10-13T23:59:25.723336] [INFO ] [FORECASTER] Completed predict_future for TWI
[2025-10-13T23:59:25.723464] [INFO ] [sig       ] TWI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:25.861145] [INFO ] [LOCAL     ] Saved forecast: TWI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TWI.txt
[2025-10-13T23:59:25.861366] [INFO ] [sig       ] [1605/1810] Completed TWI in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 49.3s
[2025-10-13T23:59:25.861407] [INFO ] [sig       ] [1606/1810] Forecasting TWN...
[2025-10-13T23:59:25.861439] [INFO ] [sig       ] Generating forecast for: TWN
[2025-10-13T23:59:25.861471] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWN' from 'https://tdm.silogroup.org/data/derivative_storage/TWN.csv'.
[2025-10-13T23:59:25.870427] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWN'.
[2025-10-13T23:59:25.870796] [INFO ] [FORECASTER] Starting predict_future for TWN
[2025-10-13T23:59:25.895240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:25.895942] [DEBUG] [LOCAL     ] No optimal features file found for TWN: ./output/feature-sets/TWN.txt
[2025-10-13T23:59:25.895997] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:25.896030] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:25.896058] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:25.896115] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:25.912908] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:25.913428] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:25.913507] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:25.913540] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:25.949143] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:25.949226] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:25.949280] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:25.949311] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:25.952282] [DEBUG] [FORECASTER] TWN: Forecast T+1@11:T+2@11: DOWN (p=44.42%)
[2025-10-13T23:59:25.952530] [INFO ] [FORECASTER] Completed predict_future for TWN
[2025-10-13T23:59:25.952687] [INFO ] [sig       ] TWN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:26.090116] [INFO ] [LOCAL     ] Saved forecast: TWN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TWN.txt
[2025-10-13T23:59:26.090365] [INFO ] [sig       ] [1606/1810] Completed TWN in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 49.1s
[2025-10-13T23:59:26.090406] [INFO ] [sig       ] [1607/1810] Forecasting TWO...
[2025-10-13T23:59:26.090436] [INFO ] [sig       ] Generating forecast for: TWO
[2025-10-13T23:59:26.090468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TWO' from 'https://tdm.silogroup.org/data/derivative_storage/TWO.csv'.
[2025-10-13T23:59:26.099699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TWO'.
[2025-10-13T23:59:26.100039] [INFO ] [FORECASTER] Starting predict_future for TWO
[2025-10-13T23:59:26.124547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:26.125266] [DEBUG] [LOCAL     ] No optimal features file found for TWO: ./output/feature-sets/TWO.txt
[2025-10-13T23:59:26.125322] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:26.125355] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:26.125383] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:26.125439] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:26.142218] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:26.142791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:26.142877] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:26.142911] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:26.179539] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:26.179753] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:26.179807] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:26.179838] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:26.183383] [DEBUG] [FORECASTER] TWO: Forecast T+1@11:T+2@11: UP (p=91.76%)
[2025-10-13T23:59:26.183721] [INFO ] [FORECASTER] Completed predict_future for TWO
[2025-10-13T23:59:26.183875] [INFO ] [sig       ] TWO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:26.322823] [INFO ] [LOCAL     ] Saved forecast: TWO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TWO.txt
[2025-10-13T23:59:26.323062] [INFO ] [sig       ] [1607/1810] Completed TWO in 0.2s | 4.15 sym/s | Total: 6.4m | ETA: 48.9s
[2025-10-13T23:59:26.323103] [INFO ] [sig       ] [1608/1810] Forecasting TX...
[2025-10-13T23:59:26.323133] [INFO ] [sig       ] Generating forecast for: TX
[2025-10-13T23:59:26.323165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TX' from 'https://tdm.silogroup.org/data/derivative_storage/TX.csv'.
[2025-10-13T23:59:26.332304] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TX'.
[2025-10-13T23:59:26.332695] [INFO ] [FORECASTER] Starting predict_future for TX
[2025-10-13T23:59:26.357231] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:26.358141] [DEBUG] [LOCAL     ] No optimal features file found for TX: ./output/feature-sets/TX.txt
[2025-10-13T23:59:26.358202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:26.358236] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:26.358264] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:26.358394] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:26.375364] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:26.376057] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:26.376140] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:26.376175] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:26.411384] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:26.411551] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:26.411593] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:26.411624] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:26.415068] [DEBUG] [FORECASTER] TX: Forecast T+1@11:T+2@11: UP (p=88.11%)
[2025-10-13T23:59:26.415348] [INFO ] [FORECASTER] Completed predict_future for TX
[2025-10-13T23:59:26.415480] [INFO ] [sig       ] TX: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:26.555266] [INFO ] [LOCAL     ] Saved forecast: TX	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TX.txt
[2025-10-13T23:59:26.555500] [INFO ] [sig       ] [1608/1810] Completed TX in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 48.6s
[2025-10-13T23:59:26.555542] [INFO ] [sig       ] [1609/1810] Forecasting TXNM...
[2025-10-13T23:59:26.555573] [INFO ] [sig       ] Generating forecast for: TXNM
[2025-10-13T23:59:26.555606] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TXNM' from 'https://tdm.silogroup.org/data/derivative_storage/TXNM.csv'.
[2025-10-13T23:59:26.564813] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TXNM'.
[2025-10-13T23:59:26.565154] [INFO ] [FORECASTER] Starting predict_future for TXNM
[2025-10-13T23:59:26.589573] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:26.590277] [DEBUG] [LOCAL     ] No optimal features file found for TXNM: ./output/feature-sets/TXNM.txt
[2025-10-13T23:59:26.590334] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:26.590370] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:26.590398] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:26.590455] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:26.607195] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:26.607814] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:26.607895] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:26.607928] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:26.643932] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:26.644078] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:26.644120] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:26.644150] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:26.647493] [DEBUG] [FORECASTER] TXNM: Forecast T+1@11:T+2@11: UP (p=62.56%)
[2025-10-13T23:59:26.647813] [INFO ] [FORECASTER] Completed predict_future for TXNM
[2025-10-13T23:59:26.647957] [INFO ] [sig       ] TXNM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:26.788366] [INFO ] [LOCAL     ] Saved forecast: TXNM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TXNM.txt
[2025-10-13T23:59:26.788593] [INFO ] [sig       ] [1609/1810] Completed TXNM in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 48.4s
[2025-10-13T23:59:26.788636] [INFO ] [sig       ] [1610/1810] Forecasting TXO...
[2025-10-13T23:59:26.788711] [INFO ] [sig       ] Generating forecast for: TXO
[2025-10-13T23:59:26.788749] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TXO' from 'https://tdm.silogroup.org/data/derivative_storage/TXO.csv'.
[2025-10-13T23:59:26.800092] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TXO'.
[2025-10-13T23:59:26.800499] [INFO ] [FORECASTER] Starting predict_future for TXO
[2025-10-13T23:59:26.832765] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:26.833455] [DEBUG] [LOCAL     ] No optimal features file found for TXO: ./output/feature-sets/TXO.txt
[2025-10-13T23:59:26.833511] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:26.833547] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:26.833577] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:26.833634] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:26.851041] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:26.851600] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:26.851702] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:26.851752] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:26.887557] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:26.887634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:26.887712] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:26.887748] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:26.890683] [DEBUG] [FORECASTER] TXO: Forecast T+1@11:T+2@11: UP (p=98.66%)
[2025-10-13T23:59:26.890930] [INFO ] [FORECASTER] Completed predict_future for TXO
[2025-10-13T23:59:26.891060] [INFO ] [sig       ] TXO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:27.033393] [INFO ] [LOCAL     ] Saved forecast: TXO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TXO.txt
[2025-10-13T23:59:27.033607] [INFO ] [sig       ] [1610/1810] Completed TXO in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 48.1s
[2025-10-13T23:59:27.033688] [INFO ] [sig       ] [1611/1810] Forecasting TXT...
[2025-10-13T23:59:27.033737] [INFO ] [sig       ] Generating forecast for: TXT
[2025-10-13T23:59:27.033772] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TXT' from 'https://tdm.silogroup.org/data/derivative_storage/TXT.csv'.
[2025-10-13T23:59:27.043032] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TXT'.
[2025-10-13T23:59:27.043279] [INFO ] [FORECASTER] Starting predict_future for TXT
[2025-10-13T23:59:27.068543] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:27.069220] [DEBUG] [LOCAL     ] No optimal features file found for TXT: ./output/feature-sets/TXT.txt
[2025-10-13T23:59:27.069274] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:27.069306] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:27.069334] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:27.069390] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:27.086322] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:27.086966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:27.087045] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:27.087078] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:27.121605] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:27.121700] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:27.121774] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:27.121805] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:27.127404] [DEBUG] [FORECASTER] TXT: Forecast T+1@11:T+2@11: DOWN (p=35.28%)
[2025-10-13T23:59:27.127688] [INFO ] [FORECASTER] Completed predict_future for TXT
[2025-10-13T23:59:27.127829] [INFO ] [sig       ] TXT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:27.265954] [INFO ] [LOCAL     ] Saved forecast: TXT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TXT.txt
[2025-10-13T23:59:27.266129] [INFO ] [sig       ] [1611/1810] Completed TXT in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 47.9s
[2025-10-13T23:59:27.266171] [INFO ] [sig       ] [1612/1810] Forecasting TY...
[2025-10-13T23:59:27.266203] [INFO ] [sig       ] Generating forecast for: TY
[2025-10-13T23:59:27.266235] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TY' from 'https://tdm.silogroup.org/data/derivative_storage/TY.csv'.
[2025-10-13T23:59:27.275420] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TY'.
[2025-10-13T23:59:27.275794] [INFO ] [FORECASTER] Starting predict_future for TY
[2025-10-13T23:59:27.300553] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:27.301236] [DEBUG] [LOCAL     ] No optimal features file found for TY: ./output/feature-sets/TY.txt
[2025-10-13T23:59:27.301291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:27.301325] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:27.301354] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:27.301411] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:27.318242] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:27.318807] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:27.318890] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:27.318924] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:27.355676] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:27.355861] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:27.355905] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:27.355936] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:27.359532] [DEBUG] [FORECASTER] TY: Forecast T+1@11:T+2@11: UP (p=67.37%)
[2025-10-13T23:59:27.359841] [INFO ] [FORECASTER] Completed predict_future for TY
[2025-10-13T23:59:27.359988] [INFO ] [sig       ] TY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:27.517162] [INFO ] [LOCAL     ] Saved forecast: TY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TY.txt
[2025-10-13T23:59:27.517572] [INFO ] [sig       ] [1612/1810] Completed TY in 0.3s | 4.15 sym/s | Total: 6.5m | ETA: 47.7s
[2025-10-13T23:59:27.517672] [INFO ] [sig       ] [1613/1810] Forecasting TYG...
[2025-10-13T23:59:27.517739] [INFO ] [sig       ] Generating forecast for: TYG
[2025-10-13T23:59:27.517786] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TYG' from 'https://tdm.silogroup.org/data/derivative_storage/TYG.csv'.
[2025-10-13T23:59:27.527156] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TYG'.
[2025-10-13T23:59:27.527460] [INFO ] [FORECASTER] Starting predict_future for TYG
[2025-10-13T23:59:27.551781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:27.552424] [DEBUG] [LOCAL     ] No optimal features file found for TYG: ./output/feature-sets/TYG.txt
[2025-10-13T23:59:27.552478] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:27.552511] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:27.552539] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:27.552595] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:27.569484] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:27.570037] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:27.570116] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:27.570149] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:27.606468] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:27.606536] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:27.606571] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:27.606616] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:27.609587] [DEBUG] [FORECASTER] TYG: Forecast T+1@11:T+2@11: UP (p=75.39%)
[2025-10-13T23:59:27.609858] [INFO ] [FORECASTER] Completed predict_future for TYG
[2025-10-13T23:59:27.609994] [INFO ] [sig       ] TYG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:27.747225] [INFO ] [LOCAL     ] Saved forecast: TYG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/TYG.txt
[2025-10-13T23:59:27.747412] [INFO ] [sig       ] [1613/1810] Completed TYG in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 47.4s
[2025-10-13T23:59:27.747454] [INFO ] [sig       ] [1614/1810] Forecasting TYL...
[2025-10-13T23:59:27.747518] [INFO ] [sig       ] Generating forecast for: TYL
[2025-10-13T23:59:27.747560] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'TYL' from 'https://tdm.silogroup.org/data/derivative_storage/TYL.csv'.
[2025-10-13T23:59:27.757006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'TYL'.
[2025-10-13T23:59:27.757363] [INFO ] [FORECASTER] Starting predict_future for TYL
[2025-10-13T23:59:27.782512] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:27.783259] [DEBUG] [LOCAL     ] No optimal features file found for TYL: ./output/feature-sets/TYL.txt
[2025-10-13T23:59:27.783314] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:27.783348] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:27.783378] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:27.783435] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:27.800913] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:27.801834] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:27.801925] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:27.801960] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:27.838692] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:27.838786] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:27.838823] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:27.838852] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:27.841915] [DEBUG] [FORECASTER] TYL: Forecast T+1@11:T+2@11: DOWN (p=2.95%)
[2025-10-13T23:59:27.842170] [INFO ] [FORECASTER] Completed predict_future for TYL
[2025-10-13T23:59:27.842308] [INFO ] [sig       ] TYL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:27.979782] [INFO ] [LOCAL     ] Saved forecast: TYL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/TYL.txt
[2025-10-13T23:59:27.980087] [INFO ] [sig       ] [1614/1810] Completed TYL in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 47.2s
[2025-10-13T23:59:27.980136] [INFO ] [sig       ] [1615/1810] Forecasting U...
[2025-10-13T23:59:27.980168] [INFO ] [sig       ] Generating forecast for: U
[2025-10-13T23:59:27.980202] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'U' from 'https://tdm.silogroup.org/data/derivative_storage/U.csv'.
[2025-10-13T23:59:27.988627] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'U'.
[2025-10-13T23:59:27.988941] [INFO ] [FORECASTER] Starting predict_future for U
[2025-10-13T23:59:28.013279] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:28.014014] [DEBUG] [LOCAL     ] No optimal features file found for U: ./output/feature-sets/U.txt
[2025-10-13T23:59:28.014070] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:28.014102] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:28.014130] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:28.014186] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:28.030984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:28.031602] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:28.031707] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:28.031755] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:28.070240] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:28.070428] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:28.070488] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:28.070520] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:28.073773] [DEBUG] [FORECASTER] U: Forecast T+1@11:T+2@11: DOWN (p=42.18%)
[2025-10-13T23:59:28.074043] [INFO ] [FORECASTER] Completed predict_future for U
[2025-10-13T23:59:28.074182] [INFO ] [sig       ] U: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:28.212413] [INFO ] [LOCAL     ] Saved forecast: U	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/U.txt
[2025-10-13T23:59:28.212676] [INFO ] [sig       ] [1615/1810] Completed U in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 46.9s
[2025-10-13T23:59:28.212736] [INFO ] [sig       ] [1616/1810] Forecasting UA...
[2025-10-13T23:59:28.212771] [INFO ] [sig       ] Generating forecast for: UA
[2025-10-13T23:59:28.212804] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UA' from 'https://tdm.silogroup.org/data/derivative_storage/UA.csv'.
[2025-10-13T23:59:28.222735] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UA'.
[2025-10-13T23:59:28.223100] [INFO ] [FORECASTER] Starting predict_future for UA
[2025-10-13T23:59:28.247710] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:28.248502] [DEBUG] [LOCAL     ] No optimal features file found for UA: ./output/feature-sets/UA.txt
[2025-10-13T23:59:28.248557] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:28.248591] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:28.248620] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:28.248704] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:28.265458] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:28.266025] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:28.266106] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:28.266140] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:28.303373] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:28.303475] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:28.303513] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:28.303542] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:28.306616] [DEBUG] [FORECASTER] UA: Forecast T+1@11:T+2@11: DOWN (p=36.17%)
[2025-10-13T23:59:28.306897] [INFO ] [FORECASTER] Completed predict_future for UA
[2025-10-13T23:59:28.307032] [INFO ] [sig       ] UA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:28.446003] [INFO ] [LOCAL     ] Saved forecast: UA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UA.txt
[2025-10-13T23:59:28.446270] [INFO ] [sig       ] [1616/1810] Completed UA in 0.2s | 4.15 sym/s | Total: 6.5m | ETA: 46.7s
[2025-10-13T23:59:28.446314] [INFO ] [sig       ] [1617/1810] Forecasting UAA...
[2025-10-13T23:59:28.446344] [INFO ] [sig       ] Generating forecast for: UAA
[2025-10-13T23:59:28.446376] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UAA' from 'https://tdm.silogroup.org/data/derivative_storage/UAA.csv'.
[2025-10-13T23:59:28.455056] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UAA'.
[2025-10-13T23:59:28.455393] [INFO ] [FORECASTER] Starting predict_future for UAA
[2025-10-13T23:59:28.480041] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:28.480836] [DEBUG] [LOCAL     ] No optimal features file found for UAA: ./output/feature-sets/UAA.txt
[2025-10-13T23:59:28.480891] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:28.480924] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:28.480953] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:28.481010] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:28.497959] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:28.498636] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:28.498746] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:28.498781] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:28.536178] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:28.536357] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:28.536399] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:28.536429] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:28.539968] [DEBUG] [FORECASTER] UAA: Forecast T+1@11:T+2@11: UP (p=96.59%)
[2025-10-13T23:59:28.540232] [INFO ] [FORECASTER] Completed predict_future for UAA
[2025-10-13T23:59:28.540374] [INFO ] [sig       ] UAA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:28.679148] [INFO ] [LOCAL     ] Saved forecast: UAA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UAA.txt
[2025-10-13T23:59:28.679349] [INFO ] [sig       ] [1617/1810] Completed UAA in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 46.4s
[2025-10-13T23:59:28.679392] [INFO ] [sig       ] [1618/1810] Forecasting UAN...
[2025-10-13T23:59:28.679425] [INFO ] [sig       ] Generating forecast for: UAN
[2025-10-13T23:59:28.679457] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UAN' from 'https://tdm.silogroup.org/data/derivative_storage/UAN.csv'.
[2025-10-13T23:59:28.688884] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'UAN'.
[2025-10-13T23:59:28.689269] [INFO ] [FORECASTER] Starting predict_future for UAN
[2025-10-13T23:59:28.714249] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:28.714972] [DEBUG] [LOCAL     ] No optimal features file found for UAN: ./output/feature-sets/UAN.txt
[2025-10-13T23:59:28.715027] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:28.715060] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:28.715089] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:28.715146] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:28.731919] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:28.732462] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:28.732543] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:28.732577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:28.768745] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:28.768846] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:28.768883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:28.768911] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:28.771994] [DEBUG] [FORECASTER] UAN: Forecast T+1@11:T+2@11: DOWN (p=7.69%)
[2025-10-13T23:59:28.772249] [INFO ] [FORECASTER] Completed predict_future for UAN
[2025-10-13T23:59:28.772389] [INFO ] [sig       ] UAN: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:28.910024] [INFO ] [LOCAL     ] Saved forecast: UAN	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UAN.txt
[2025-10-13T23:59:28.910268] [INFO ] [sig       ] [1618/1810] Completed UAN in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 46.2s
[2025-10-13T23:59:28.910321] [INFO ] [sig       ] [1619/1810] Forecasting UBER...
[2025-10-13T23:59:28.910353] [INFO ] [sig       ] Generating forecast for: UBER
[2025-10-13T23:59:28.910386] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UBER' from 'https://tdm.silogroup.org/data/derivative_storage/UBER.csv'.
[2025-10-13T23:59:28.919266] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UBER'.
[2025-10-13T23:59:28.919578] [INFO ] [FORECASTER] Starting predict_future for UBER
[2025-10-13T23:59:28.944081] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:28.944778] [DEBUG] [LOCAL     ] No optimal features file found for UBER: ./output/feature-sets/UBER.txt
[2025-10-13T23:59:28.944833] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:28.944866] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:28.944893] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:28.944950] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:28.961806] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:28.962394] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:28.962475] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:28.962508] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:28.996073] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:28.996149] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:28.996184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:28.996213] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:28.999186] [DEBUG] [FORECASTER] UBER: Forecast T+1@11:T+2@11: UP (p=99.70%)
[2025-10-13T23:59:28.999434] [INFO ] [FORECASTER] Completed predict_future for UBER
[2025-10-13T23:59:28.999574] [INFO ] [sig       ] UBER: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:29.137907] [INFO ] [LOCAL     ] Saved forecast: UBER	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UBER.txt
[2025-10-13T23:59:29.138112] [INFO ] [sig       ] [1619/1810] Completed UBER in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 46.0s
[2025-10-13T23:59:29.138152] [INFO ] [sig       ] [1620/1810] Forecasting UBS...
[2025-10-13T23:59:29.138183] [INFO ] [sig       ] Generating forecast for: UBS
[2025-10-13T23:59:29.138216] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UBS' from 'https://tdm.silogroup.org/data/derivative_storage/UBS.csv'.
[2025-10-13T23:59:29.147006] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UBS'.
[2025-10-13T23:59:29.147255] [INFO ] [FORECASTER] Starting predict_future for UBS
[2025-10-13T23:59:29.171584] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:29.172306] [DEBUG] [LOCAL     ] No optimal features file found for UBS: ./output/feature-sets/UBS.txt
[2025-10-13T23:59:29.172359] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:29.172395] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:29.172425] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:29.172482] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:29.189356] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:29.189920] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:29.190000] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:29.190033] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:29.226874] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:29.226944] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:29.226979] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:29.227026] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:29.229957] [DEBUG] [FORECASTER] UBS: Forecast T+1@11:T+2@11: UP (p=93.43%)
[2025-10-13T23:59:29.230195] [INFO ] [FORECASTER] Completed predict_future for UBS
[2025-10-13T23:59:29.230322] [INFO ] [sig       ] UBS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:29.367974] [INFO ] [LOCAL     ] Saved forecast: UBS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UBS.txt
[2025-10-13T23:59:29.368169] [INFO ] [sig       ] [1620/1810] Completed UBS in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 45.7s
[2025-10-13T23:59:29.368210] [INFO ] [sig       ] [1621/1810] Forecasting UCB...
[2025-10-13T23:59:29.368240] [INFO ] [sig       ] Generating forecast for: UCB
[2025-10-13T23:59:29.368271] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UCB' from 'https://tdm.silogroup.org/data/derivative_storage/UCB.csv'.
[2025-10-13T23:59:29.377599] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UCB'.
[2025-10-13T23:59:29.377996] [INFO ] [FORECASTER] Starting predict_future for UCB
[2025-10-13T23:59:29.402925] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:29.403630] [DEBUG] [LOCAL     ] No optimal features file found for UCB: ./output/feature-sets/UCB.txt
[2025-10-13T23:59:29.403711] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:29.403751] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:29.403833] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:29.403903] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:29.420802] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:29.421393] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:29.421481] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:29.421516] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:29.460046] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:29.460147] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:29.460184] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:29.460213] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:29.463298] [DEBUG] [FORECASTER] UCB: Forecast T+1@11:T+2@11: DOWN (p=18.13%)
[2025-10-13T23:59:29.463556] [INFO ] [FORECASTER] Completed predict_future for UCB
[2025-10-13T23:59:29.463719] [INFO ] [sig       ] UCB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:29.601428] [INFO ] [LOCAL     ] Saved forecast: UCB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UCB.txt
[2025-10-13T23:59:29.601685] [INFO ] [sig       ] [1621/1810] Completed UCB in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 45.5s
[2025-10-13T23:59:29.601747] [INFO ] [sig       ] [1622/1810] Forecasting UDR...
[2025-10-13T23:59:29.601780] [INFO ] [sig       ] Generating forecast for: UDR
[2025-10-13T23:59:29.601813] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UDR' from 'https://tdm.silogroup.org/data/derivative_storage/UDR.csv'.
[2025-10-13T23:59:29.610827] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UDR'.
[2025-10-13T23:59:29.611169] [INFO ] [FORECASTER] Starting predict_future for UDR
[2025-10-13T23:59:29.636145] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:29.636945] [DEBUG] [LOCAL     ] No optimal features file found for UDR: ./output/feature-sets/UDR.txt
[2025-10-13T23:59:29.637001] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:29.637037] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:29.637065] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:29.637122] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:29.654225] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:29.654836] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:29.654916] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:29.654949] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:29.693531] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:29.693607] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:29.693666] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:29.693721] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:29.696691] [DEBUG] [FORECASTER] UDR: Forecast T+1@11:T+2@11: DOWN (p=29.17%)
[2025-10-13T23:59:29.696939] [INFO ] [FORECASTER] Completed predict_future for UDR
[2025-10-13T23:59:29.697065] [INFO ] [sig       ] UDR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:29.834329] [INFO ] [LOCAL     ] Saved forecast: UDR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UDR.txt
[2025-10-13T23:59:29.834528] [INFO ] [sig       ] [1622/1810] Completed UDR in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 45.2s
[2025-10-13T23:59:29.834569] [INFO ] [sig       ] [1623/1810] Forecasting UE...
[2025-10-13T23:59:29.834599] [INFO ] [sig       ] Generating forecast for: UE
[2025-10-13T23:59:29.834630] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UE' from 'https://tdm.silogroup.org/data/derivative_storage/UE.csv'.
[2025-10-13T23:59:29.844055] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UE'.
[2025-10-13T23:59:29.844422] [INFO ] [FORECASTER] Starting predict_future for UE
[2025-10-13T23:59:29.869291] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:29.870018] [DEBUG] [LOCAL     ] No optimal features file found for UE: ./output/feature-sets/UE.txt
[2025-10-13T23:59:29.870074] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:29.870108] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:29.870136] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:29.870193] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:29.886838] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:29.887380] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:29.887482] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:29.887536] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:29.923270] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:29.923390] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:29.923428] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:29.923458] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:29.926715] [DEBUG] [FORECASTER] UE: Forecast T+1@11:T+2@11: UP (p=61.80%)
[2025-10-13T23:59:29.926987] [INFO ] [FORECASTER] Completed predict_future for UE
[2025-10-13T23:59:29.927123] [INFO ] [sig       ] UE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:30.064908] [INFO ] [LOCAL     ] Saved forecast: UE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UE.txt
[2025-10-13T23:59:30.065175] [INFO ] [sig       ] [1623/1810] Completed UE in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 45.0s
[2025-10-13T23:59:30.065217] [INFO ] [sig       ] [1624/1810] Forecasting UFI...
[2025-10-13T23:59:30.065248] [INFO ] [sig       ] Generating forecast for: UFI
[2025-10-13T23:59:30.065280] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UFI' from 'https://tdm.silogroup.org/data/derivative_storage/UFI.csv'.
[2025-10-13T23:59:30.074117] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UFI'.
[2025-10-13T23:59:30.074399] [INFO ] [FORECASTER] Starting predict_future for UFI
[2025-10-13T23:59:30.100266] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:30.101108] [DEBUG] [LOCAL     ] No optimal features file found for UFI: ./output/feature-sets/UFI.txt
[2025-10-13T23:59:30.101163] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:30.101198] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:30.101226] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:30.101282] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:30.118196] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:30.118757] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:30.118836] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:30.118869] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:30.154351] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:30.154487] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:30.154525] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:30.154554] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:30.159302] [DEBUG] [FORECASTER] UFI: Forecast T+1@11:T+2@11: UP (p=53.82%)
[2025-10-13T23:59:30.159563] [INFO ] [FORECASTER] Completed predict_future for UFI
[2025-10-13T23:59:30.159723] [INFO ] [sig       ] UFI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:30.297978] [INFO ] [LOCAL     ] Saved forecast: UFI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UFI.txt
[2025-10-13T23:59:30.298197] [INFO ] [sig       ] [1624/1810] Completed UFI in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 44.8s
[2025-10-13T23:59:30.298237] [INFO ] [sig       ] [1625/1810] Forecasting UGI...
[2025-10-13T23:59:30.298268] [INFO ] [sig       ] Generating forecast for: UGI
[2025-10-13T23:59:30.298300] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UGI' from 'https://tdm.silogroup.org/data/derivative_storage/UGI.csv'.
[2025-10-13T23:59:30.306890] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UGI'.
[2025-10-13T23:59:30.307150] [INFO ] [FORECASTER] Starting predict_future for UGI
[2025-10-13T23:59:30.331460] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:30.332140] [DEBUG] [LOCAL     ] No optimal features file found for UGI: ./output/feature-sets/UGI.txt
[2025-10-13T23:59:30.332194] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:30.332227] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:30.332255] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:30.332310] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:30.349145] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:30.349687] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:30.349768] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:30.349801] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:30.384283] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:30.384366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:30.384401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:30.384433] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:30.387449] [DEBUG] [FORECASTER] UGI: Forecast T+1@11:T+2@11: UP (p=83.61%)
[2025-10-13T23:59:30.387775] [INFO ] [FORECASTER] Completed predict_future for UGI
[2025-10-13T23:59:30.387906] [INFO ] [sig       ] UGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:30.525385] [INFO ] [LOCAL     ] Saved forecast: UGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UGI.txt
[2025-10-13T23:59:30.525575] [INFO ] [sig       ] [1625/1810] Completed UGI in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 44.5s
[2025-10-13T23:59:30.525616] [INFO ] [sig       ] [1626/1810] Forecasting UGP...
[2025-10-13T23:59:30.525683] [INFO ] [sig       ] Generating forecast for: UGP
[2025-10-13T23:59:30.525737] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UGP' from 'https://tdm.silogroup.org/data/derivative_storage/UGP.csv'.
[2025-10-13T23:59:30.536460] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UGP'.
[2025-10-13T23:59:30.537010] [INFO ] [FORECASTER] Starting predict_future for UGP
[2025-10-13T23:59:30.567285] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:30.568389] [DEBUG] [LOCAL     ] No optimal features file found for UGP: ./output/feature-sets/UGP.txt
[2025-10-13T23:59:30.568450] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:30.568488] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:30.568520] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:30.568583] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:30.587538] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:30.588602] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:30.588733] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:30.588784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:30.635468] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:30.635757] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:30.635821] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:30.635854] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:30.640620] [DEBUG] [FORECASTER] UGP: Forecast T+1@11:T+2@11: UP (p=97.59%)
[2025-10-13T23:59:30.641077] [INFO ] [FORECASTER] Completed predict_future for UGP
[2025-10-13T23:59:30.641253] [INFO ] [sig       ] UGP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:30.804255] [INFO ] [LOCAL     ] Saved forecast: UGP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UGP.txt
[2025-10-13T23:59:30.804700] [INFO ] [sig       ] [1626/1810] Completed UGP in 0.3s | 4.16 sym/s | Total: 6.5m | ETA: 44.3s
[2025-10-13T23:59:30.804762] [INFO ] [sig       ] [1627/1810] Forecasting UHAL...
[2025-10-13T23:59:30.804797] [INFO ] [sig       ] Generating forecast for: UHAL
[2025-10-13T23:59:30.804833] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHAL' from 'https://tdm.silogroup.org/data/derivative_storage/UHAL.csv'.
[2025-10-13T23:59:30.814847] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHAL'.
[2025-10-13T23:59:30.815401] [INFO ] [FORECASTER] Starting predict_future for UHAL
[2025-10-13T23:59:30.843499] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:30.844490] [DEBUG] [LOCAL     ] No optimal features file found for UHAL: ./output/feature-sets/UHAL.txt
[2025-10-13T23:59:30.844554] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:30.844592] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:30.844622] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:30.844716] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:30.862004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:30.863113] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:30.863212] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:30.863247] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:30.899134] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:30.899302] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:30.899344] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:30.899375] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:30.902887] [DEBUG] [FORECASTER] UHAL: Forecast T+1@11:T+2@11: UP (p=77.02%)
[2025-10-13T23:59:30.903175] [INFO ] [FORECASTER] Completed predict_future for UHAL
[2025-10-13T23:59:30.903315] [INFO ] [sig       ] UHAL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:31.044602] [INFO ] [LOCAL     ] Saved forecast: UHAL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UHAL.txt
[2025-10-13T23:59:31.044942] [INFO ] [sig       ] [1627/1810] Completed UHAL in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 44.0s
[2025-10-13T23:59:31.044992] [INFO ] [sig       ] [1628/1810] Forecasting UHS...
[2025-10-13T23:59:31.045024] [INFO ] [sig       ] Generating forecast for: UHS
[2025-10-13T23:59:31.045056] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHS' from 'https://tdm.silogroup.org/data/derivative_storage/UHS.csv'.
[2025-10-13T23:59:31.054093] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHS'.
[2025-10-13T23:59:31.054422] [INFO ] [FORECASTER] Starting predict_future for UHS
[2025-10-13T23:59:31.079391] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:31.080164] [DEBUG] [LOCAL     ] No optimal features file found for UHS: ./output/feature-sets/UHS.txt
[2025-10-13T23:59:31.080220] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:31.080255] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:31.080285] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:31.080344] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:31.097141] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:31.097790] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:31.097875] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:31.097910] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:31.134835] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:31.134940] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:31.134978] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:31.135007] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:31.138297] [DEBUG] [FORECASTER] UHS: Forecast T+1@11:T+2@11: DOWN (p=9.41%)
[2025-10-13T23:59:31.138566] [INFO ] [FORECASTER] Completed predict_future for UHS
[2025-10-13T23:59:31.138733] [INFO ] [sig       ] UHS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:31.279564] [INFO ] [LOCAL     ] Saved forecast: UHS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UHS.txt
[2025-10-13T23:59:31.279840] [INFO ] [sig       ] [1628/1810] Completed UHS in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 43.8s
[2025-10-13T23:59:31.279921] [INFO ] [sig       ] [1629/1810] Forecasting UHT...
[2025-10-13T23:59:31.279986] [INFO ] [sig       ] Generating forecast for: UHT
[2025-10-13T23:59:31.280037] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UHT' from 'https://tdm.silogroup.org/data/derivative_storage/UHT.csv'.
[2025-10-13T23:59:31.289379] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UHT'.
[2025-10-13T23:59:31.289708] [INFO ] [FORECASTER] Starting predict_future for UHT
[2025-10-13T23:59:31.315612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:31.316328] [DEBUG] [LOCAL     ] No optimal features file found for UHT: ./output/feature-sets/UHT.txt
[2025-10-13T23:59:31.316384] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:31.316420] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:31.316453] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:31.316511] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:31.333984] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:31.334557] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:31.334639] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:31.334714] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:31.372546] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:31.372661] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:31.372721] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:31.372755] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:31.375847] [DEBUG] [FORECASTER] UHT: Forecast T+1@11:T+2@11: DOWN (p=49.12%)
[2025-10-13T23:59:31.376100] [INFO ] [FORECASTER] Completed predict_future for UHT
[2025-10-13T23:59:31.376230] [INFO ] [sig       ] UHT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:31.524097] [INFO ] [LOCAL     ] Saved forecast: UHT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UHT.txt
[2025-10-13T23:59:31.524373] [INFO ] [sig       ] [1629/1810] Completed UHT in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 43.6s
[2025-10-13T23:59:31.524418] [INFO ] [sig       ] [1630/1810] Forecasting UI...
[2025-10-13T23:59:31.524452] [INFO ] [sig       ] Generating forecast for: UI
[2025-10-13T23:59:31.524486] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UI' from 'https://tdm.silogroup.org/data/derivative_storage/UI.csv'.
[2025-10-13T23:59:31.533042] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UI'.
[2025-10-13T23:59:31.533366] [INFO ] [FORECASTER] Starting predict_future for UI
[2025-10-13T23:59:31.558343] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:31.559125] [DEBUG] [LOCAL     ] No optimal features file found for UI: ./output/feature-sets/UI.txt
[2025-10-13T23:59:31.559183] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:31.559217] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:31.559246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:31.559304] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:31.576796] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:31.577343] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:31.577426] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:31.577460] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:31.613348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:31.613469] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:31.613509] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:31.613539] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:31.616837] [DEBUG] [FORECASTER] UI: Forecast T+1@11:T+2@11: DOWN (p=15.53%)
[2025-10-13T23:59:31.617104] [INFO ] [FORECASTER] Completed predict_future for UI
[2025-10-13T23:59:31.617236] [INFO ] [sig       ] UI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:31.760880] [INFO ] [LOCAL     ] Saved forecast: UI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UI.txt
[2025-10-13T23:59:31.761160] [INFO ] [sig       ] [1630/1810] Completed UI in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 43.3s
[2025-10-13T23:59:31.761206] [INFO ] [sig       ] [1631/1810] Forecasting UIS...
[2025-10-13T23:59:31.761237] [INFO ] [sig       ] Generating forecast for: UIS
[2025-10-13T23:59:31.761270] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UIS' from 'https://tdm.silogroup.org/data/derivative_storage/UIS.csv'.
[2025-10-13T23:59:31.770547] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UIS'.
[2025-10-13T23:59:31.770847] [INFO ] [FORECASTER] Starting predict_future for UIS
[2025-10-13T23:59:31.797624] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:31.798398] [DEBUG] [LOCAL     ] No optimal features file found for UIS: ./output/feature-sets/UIS.txt
[2025-10-13T23:59:31.798455] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:31.798489] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:31.798517] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:31.798575] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:31.816725] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:31.817287] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:31.817368] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:31.817402] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:31.855951] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:31.856092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:31.856132] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:31.856162] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:31.859558] [DEBUG] [FORECASTER] UIS: Forecast T+1@11:T+2@11: DOWN (p=45.03%)
[2025-10-13T23:59:31.859869] [INFO ] [FORECASTER] Completed predict_future for UIS
[2025-10-13T23:59:31.860009] [INFO ] [sig       ] UIS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:32.003240] [INFO ] [LOCAL     ] Saved forecast: UIS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UIS.txt
[2025-10-13T23:59:32.003489] [INFO ] [sig       ] [1631/1810] Completed UIS in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 43.1s
[2025-10-13T23:59:32.003534] [INFO ] [sig       ] [1632/1810] Forecasting UL...
[2025-10-13T23:59:32.003566] [INFO ] [sig       ] Generating forecast for: UL
[2025-10-13T23:59:32.003599] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UL' from 'https://tdm.silogroup.org/data/derivative_storage/UL.csv'.
[2025-10-13T23:59:32.012312] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UL'.
[2025-10-13T23:59:32.012636] [INFO ] [FORECASTER] Starting predict_future for UL
[2025-10-13T23:59:32.038435] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:32.039221] [DEBUG] [LOCAL     ] No optimal features file found for UL: ./output/feature-sets/UL.txt
[2025-10-13T23:59:32.039277] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:32.039311] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:32.039339] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:32.039396] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:32.057180] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:32.057872] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:32.057958] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:32.057992] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:32.092061] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:32.092235] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:32.092283] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:32.092315] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:32.095858] [DEBUG] [FORECASTER] UL: Forecast T+1@11:T+2@11: DOWN (p=6.55%)
[2025-10-13T23:59:32.096125] [INFO ] [FORECASTER] Completed predict_future for UL
[2025-10-13T23:59:32.096259] [INFO ] [sig       ] UL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:32.244045] [INFO ] [LOCAL     ] Saved forecast: UL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UL.txt
[2025-10-13T23:59:32.244324] [INFO ] [sig       ] [1632/1810] Completed UL in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 42.8s
[2025-10-13T23:59:32.244389] [INFO ] [sig       ] [1633/1810] Forecasting ULS...
[2025-10-13T23:59:32.244467] [INFO ] [sig       ] Generating forecast for: ULS
[2025-10-13T23:59:32.244549] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ULS' from 'https://tdm.silogroup.org/data/derivative_storage/ULS.csv'.
[2025-10-13T23:59:32.253268] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ULS'.
[2025-10-13T23:59:32.253667] [INFO ] [FORECASTER] Starting predict_future for ULS
[2025-10-13T23:59:32.279712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:32.280552] [DEBUG] [LOCAL     ] No optimal features file found for ULS: ./output/feature-sets/ULS.txt
[2025-10-13T23:59:32.280623] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:32.280797] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:32.280867] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:32.280943] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:32.299729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:32.300676] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:32.300766] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:32.300801] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:32.335535] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:32.335693] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:32.335749] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:32.335781] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:32.339016] [DEBUG] [FORECASTER] ULS: Forecast T+1@11:T+2@11: DOWN (p=17.38%)
[2025-10-13T23:59:32.339287] [INFO ] [FORECASTER] Completed predict_future for ULS
[2025-10-13T23:59:32.339422] [INFO ] [sig       ] ULS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:32.478392] [INFO ] [LOCAL     ] Saved forecast: ULS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ULS.txt
[2025-10-13T23:59:32.478629] [INFO ] [sig       ] [1633/1810] Completed ULS in 0.2s | 4.16 sym/s | Total: 6.5m | ETA: 42.6s
[2025-10-13T23:59:32.478708] [INFO ] [sig       ] [1634/1810] Forecasting UMC...
[2025-10-13T23:59:32.478748] [INFO ] [sig       ] Generating forecast for: UMC
[2025-10-13T23:59:32.478782] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UMC' from 'https://tdm.silogroup.org/data/derivative_storage/UMC.csv'.
[2025-10-13T23:59:32.487414] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UMC'.
[2025-10-13T23:59:32.487750] [INFO ] [FORECASTER] Starting predict_future for UMC
[2025-10-13T23:59:32.512136] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:32.512949] [DEBUG] [LOCAL     ] No optimal features file found for UMC: ./output/feature-sets/UMC.txt
[2025-10-13T23:59:32.513003] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:32.513086] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:32.513123] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:32.513182] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:32.530089] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:32.530625] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:32.530734] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:32.530774] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:32.566366] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:32.566489] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:32.566527] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:32.566556] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:32.569840] [DEBUG] [FORECASTER] UMC: Forecast T+1@11:T+2@11: DOWN (p=33.98%)
[2025-10-13T23:59:32.570118] [INFO ] [FORECASTER] Completed predict_future for UMC
[2025-10-13T23:59:32.570246] [INFO ] [sig       ] UMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:32.709575] [INFO ] [LOCAL     ] Saved forecast: UMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UMC.txt
[2025-10-13T23:59:32.709875] [INFO ] [sig       ] [1634/1810] Completed UMC in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 42.4s
[2025-10-13T23:59:32.709933] [INFO ] [sig       ] [1635/1810] Forecasting UMH...
[2025-10-13T23:59:32.709966] [INFO ] [sig       ] Generating forecast for: UMH
[2025-10-13T23:59:32.709999] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UMH' from 'https://tdm.silogroup.org/data/derivative_storage/UMH.csv'.
[2025-10-13T23:59:32.718751] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UMH'.
[2025-10-13T23:59:32.718999] [INFO ] [FORECASTER] Starting predict_future for UMH
[2025-10-13T23:59:32.743310] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:32.743994] [DEBUG] [LOCAL     ] No optimal features file found for UMH: ./output/feature-sets/UMH.txt
[2025-10-13T23:59:32.744048] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:32.744081] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:32.744109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:32.744165] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:32.760907] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:32.761421] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:32.761497] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:32.761530] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:32.796854] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:32.796927] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:32.796961] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:32.796989] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:32.799990] [DEBUG] [FORECASTER] UMH: Forecast T+1@11:T+2@11: UP (p=95.17%)
[2025-10-13T23:59:32.800231] [INFO ] [FORECASTER] Completed predict_future for UMH
[2025-10-13T23:59:32.800356] [INFO ] [sig       ] UMH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:32.942751] [INFO ] [LOCAL     ] Saved forecast: UMH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UMH.txt
[2025-10-13T23:59:32.943058] [INFO ] [sig       ] [1635/1810] Completed UMH in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 42.1s
[2025-10-13T23:59:32.943108] [INFO ] [sig       ] [1636/1810] Forecasting UNF...
[2025-10-13T23:59:32.943141] [INFO ] [sig       ] Generating forecast for: UNF
[2025-10-13T23:59:32.943174] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNF' from 'https://tdm.silogroup.org/data/derivative_storage/UNF.csv'.
[2025-10-13T23:59:32.952829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNF'.
[2025-10-13T23:59:32.953125] [INFO ] [FORECASTER] Starting predict_future for UNF
[2025-10-13T23:59:32.977861] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:32.978529] [DEBUG] [LOCAL     ] No optimal features file found for UNF: ./output/feature-sets/UNF.txt
[2025-10-13T23:59:32.978584] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:32.978617] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:32.978672] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:32.978752] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:32.995469] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:32.996058] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:32.996162] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:32.996197] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:33.031784] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:33.031977] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:33.032019] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:33.032049] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:33.035583] [DEBUG] [FORECASTER] UNF: Forecast T+1@11:T+2@11: DOWN (p=10.20%)
[2025-10-13T23:59:33.035889] [INFO ] [FORECASTER] Completed predict_future for UNF
[2025-10-13T23:59:33.036036] [INFO ] [sig       ] UNF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:33.173550] [INFO ] [LOCAL     ] Saved forecast: UNF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UNF.txt
[2025-10-13T23:59:33.173840] [INFO ] [sig       ] [1636/1810] Completed UNF in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 41.9s
[2025-10-13T23:59:33.173902] [INFO ] [sig       ] [1637/1810] Forecasting UNFI...
[2025-10-13T23:59:33.173935] [INFO ] [sig       ] Generating forecast for: UNFI
[2025-10-13T23:59:33.173968] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNFI' from 'https://tdm.silogroup.org/data/derivative_storage/UNFI.csv'.
[2025-10-13T23:59:33.182531] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNFI'.
[2025-10-13T23:59:33.182838] [INFO ] [FORECASTER] Starting predict_future for UNFI
[2025-10-13T23:59:33.207369] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:33.208112] [DEBUG] [LOCAL     ] No optimal features file found for UNFI: ./output/feature-sets/UNFI.txt
[2025-10-13T23:59:33.208166] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:33.208200] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:33.208228] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:33.208287] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:33.224986] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:33.225591] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:33.225699] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:33.225750] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:33.264344] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:33.264450] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:33.264489] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:33.264518] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:33.267724] [DEBUG] [FORECASTER] UNFI: Forecast T+1@11:T+2@11: UP (p=65.05%)
[2025-10-13T23:59:33.267988] [INFO ] [FORECASTER] Completed predict_future for UNFI
[2025-10-13T23:59:33.268125] [INFO ] [sig       ] UNFI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:33.406104] [INFO ] [LOCAL     ] Saved forecast: UNFI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UNFI.txt
[2025-10-13T23:59:33.406341] [INFO ] [sig       ] [1637/1810] Completed UNFI in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 41.6s
[2025-10-13T23:59:33.406384] [INFO ] [sig       ] [1638/1810] Forecasting UNH...
[2025-10-13T23:59:33.406414] [INFO ] [sig       ] Generating forecast for: UNH
[2025-10-13T23:59:33.406446] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNH' from 'https://tdm.silogroup.org/data/derivative_storage/UNH.csv'.
[2025-10-13T23:59:33.415318] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNH'.
[2025-10-13T23:59:33.415610] [INFO ] [FORECASTER] Starting predict_future for UNH
[2025-10-13T23:59:33.440161] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:33.440960] [DEBUG] [LOCAL     ] No optimal features file found for UNH: ./output/feature-sets/UNH.txt
[2025-10-13T23:59:33.441031] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:33.441065] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:33.441093] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:33.441152] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:33.457839] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:33.458373] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:33.458456] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:33.458489] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:33.496089] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:33.496187] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:33.496226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:33.496254] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:33.499565] [DEBUG] [FORECASTER] UNH: Forecast T+1@11:T+2@11: UP (p=92.01%)
[2025-10-13T23:59:33.499852] [INFO ] [FORECASTER] Completed predict_future for UNH
[2025-10-13T23:59:33.499990] [INFO ] [sig       ] UNH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:33.640488] [INFO ] [LOCAL     ] Saved forecast: UNH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UNH.txt
[2025-10-13T23:59:33.640786] [INFO ] [sig       ] [1638/1810] Completed UNH in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 41.4s
[2025-10-13T23:59:33.640847] [INFO ] [sig       ] [1639/1810] Forecasting UNM...
[2025-10-13T23:59:33.640881] [INFO ] [sig       ] Generating forecast for: UNM
[2025-10-13T23:59:33.640914] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNM' from 'https://tdm.silogroup.org/data/derivative_storage/UNM.csv'.
[2025-10-13T23:59:33.649503] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNM'.
[2025-10-13T23:59:33.649802] [INFO ] [FORECASTER] Starting predict_future for UNM
[2025-10-13T23:59:33.674087] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:33.674801] [DEBUG] [LOCAL     ] No optimal features file found for UNM: ./output/feature-sets/UNM.txt
[2025-10-13T23:59:33.674857] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:33.674890] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:33.674918] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:33.674974] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:33.692391] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:33.692966] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:33.693049] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:33.693082] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:33.730260] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:33.730366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:33.730403] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:33.730431] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:33.733566] [DEBUG] [FORECASTER] UNM: Forecast T+1@11:T+2@11: DOWN (p=17.59%)
[2025-10-13T23:59:33.733850] [INFO ] [FORECASTER] Completed predict_future for UNM
[2025-10-13T23:59:33.733983] [INFO ] [sig       ] UNM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:33.871328] [INFO ] [LOCAL     ] Saved forecast: UNM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UNM.txt
[2025-10-13T23:59:33.871565] [INFO ] [sig       ] [1639/1810] Completed UNM in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 41.1s
[2025-10-13T23:59:33.871607] [INFO ] [sig       ] [1640/1810] Forecasting UNMA...
[2025-10-13T23:59:33.871638] [INFO ] [sig       ] Generating forecast for: UNMA
[2025-10-13T23:59:33.871727] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNMA' from 'https://tdm.silogroup.org/data/derivative_storage/UNMA.csv'.
[2025-10-13T23:59:33.880390] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNMA'.
[2025-10-13T23:59:33.880703] [INFO ] [FORECASTER] Starting predict_future for UNMA
[2025-10-13T23:59:33.905028] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:33.905723] [DEBUG] [LOCAL     ] No optimal features file found for UNMA: ./output/feature-sets/UNMA.txt
[2025-10-13T23:59:33.905779] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:33.905812] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:33.905838] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:33.905895] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:33.922826] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:33.923372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:33.923451] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:33.923484] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:33.958265] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:33.958355] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:33.958392] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:33.958421] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:33.961528] [DEBUG] [FORECASTER] UNMA: Forecast T+1@11:T+2@11: DOWN (p=4.09%)
[2025-10-13T23:59:33.961821] [INFO ] [FORECASTER] Completed predict_future for UNMA
[2025-10-13T23:59:33.961978] [INFO ] [sig       ] UNMA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:34.099861] [INFO ] [LOCAL     ] Saved forecast: UNMA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UNMA.txt
[2025-10-13T23:59:34.100108] [INFO ] [sig       ] [1640/1810] Completed UNMA in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 40.9s
[2025-10-13T23:59:34.100151] [INFO ] [sig       ] [1641/1810] Forecasting UNP...
[2025-10-13T23:59:34.100180] [INFO ] [sig       ] Generating forecast for: UNP
[2025-10-13T23:59:34.100212] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UNP' from 'https://tdm.silogroup.org/data/derivative_storage/UNP.csv'.
[2025-10-13T23:59:34.108891] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UNP'.
[2025-10-13T23:59:34.109185] [INFO ] [FORECASTER] Starting predict_future for UNP
[2025-10-13T23:59:34.133782] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:34.134473] [DEBUG] [LOCAL     ] No optimal features file found for UNP: ./output/feature-sets/UNP.txt
[2025-10-13T23:59:34.134527] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:34.134561] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:34.134589] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:34.134665] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:34.151390] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:34.151967] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:34.152046] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:34.152079] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:34.187538] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:34.187667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:34.187725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:34.187758] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:34.190860] [DEBUG] [FORECASTER] UNP: Forecast T+1@11:T+2@11: DOWN (p=21.68%)
[2025-10-13T23:59:34.191137] [INFO ] [FORECASTER] Completed predict_future for UNP
[2025-10-13T23:59:34.191266] [INFO ] [sig       ] UNP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:34.329367] [INFO ] [LOCAL     ] Saved forecast: UNP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UNP.txt
[2025-10-13T23:59:34.329605] [INFO ] [sig       ] [1641/1810] Completed UNP in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 40.7s
[2025-10-13T23:59:34.329673] [INFO ] [sig       ] [1642/1810] Forecasting UP...
[2025-10-13T23:59:34.329726] [INFO ] [sig       ] Generating forecast for: UP
[2025-10-13T23:59:34.329760] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UP' from 'https://tdm.silogroup.org/data/derivative_storage/UP.csv'.
[2025-10-13T23:59:34.339027] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UP'.
[2025-10-13T23:59:34.339311] [INFO ] [FORECASTER] Starting predict_future for UP
[2025-10-13T23:59:34.363607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:34.364293] [DEBUG] [LOCAL     ] No optimal features file found for UP: ./output/feature-sets/UP.txt
[2025-10-13T23:59:34.364347] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:34.364380] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:34.364407] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:34.364465] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:34.381487] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:34.382061] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:34.382140] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:34.382173] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:34.425262] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:34.425393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:34.425433] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:34.425462] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:34.428750] [DEBUG] [FORECASTER] UP: Forecast T+1@11:T+2@11: DOWN (p=24.14%)
[2025-10-13T23:59:34.429008] [INFO ] [FORECASTER] Completed predict_future for UP
[2025-10-13T23:59:34.429143] [INFO ] [sig       ] UP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:34.571278] [INFO ] [LOCAL     ] Saved forecast: UP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UP.txt
[2025-10-13T23:59:34.571527] [INFO ] [sig       ] [1642/1810] Completed UP in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 40.4s
[2025-10-13T23:59:34.571569] [INFO ] [sig       ] [1643/1810] Forecasting UPS...
[2025-10-13T23:59:34.571600] [INFO ] [sig       ] Generating forecast for: UPS
[2025-10-13T23:59:34.571631] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UPS' from 'https://tdm.silogroup.org/data/derivative_storage/UPS.csv'.
[2025-10-13T23:59:34.580973] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'UPS'.
[2025-10-13T23:59:34.581249] [INFO ] [FORECASTER] Starting predict_future for UPS
[2025-10-13T23:59:34.605718] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:34.606396] [DEBUG] [LOCAL     ] No optimal features file found for UPS: ./output/feature-sets/UPS.txt
[2025-10-13T23:59:34.606449] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:34.606482] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:34.606509] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:34.606567] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:34.623391] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:34.623968] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:34.624051] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:34.624104] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:34.661993] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:34.662080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:34.662116] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:34.662145] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:34.665177] [DEBUG] [FORECASTER] UPS: Forecast T+1@11:T+2@11: UP (p=69.21%)
[2025-10-13T23:59:34.665425] [INFO ] [FORECASTER] Completed predict_future for UPS
[2025-10-13T23:59:34.665558] [INFO ] [sig       ] UPS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:34.802987] [INFO ] [LOCAL     ] Saved forecast: UPS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UPS.txt
[2025-10-13T23:59:34.803220] [INFO ] [sig       ] [1643/1810] Completed UPS in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 40.2s
[2025-10-13T23:59:34.803261] [INFO ] [sig       ] [1644/1810] Forecasting URI...
[2025-10-13T23:59:34.803292] [INFO ] [sig       ] Generating forecast for: URI
[2025-10-13T23:59:34.803372] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'URI' from 'https://tdm.silogroup.org/data/derivative_storage/URI.csv'.
[2025-10-13T23:59:34.812362] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'URI'.
[2025-10-13T23:59:34.812683] [INFO ] [FORECASTER] Starting predict_future for URI
[2025-10-13T23:59:34.836951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:34.837684] [DEBUG] [LOCAL     ] No optimal features file found for URI: ./output/feature-sets/URI.txt
[2025-10-13T23:59:34.837740] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:34.837773] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:34.837800] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:34.837856] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:34.854562] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:34.855119] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:34.855198] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:34.855232] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:34.893616] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:34.893739] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:34.893784] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:34.893813] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:34.896884] [DEBUG] [FORECASTER] URI: Forecast T+1@11:T+2@11: DOWN (p=24.11%)
[2025-10-13T23:59:34.897139] [INFO ] [FORECASTER] Completed predict_future for URI
[2025-10-13T23:59:34.897273] [INFO ] [sig       ] URI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:35.034791] [INFO ] [LOCAL     ] Saved forecast: URI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/URI.txt
[2025-10-13T23:59:35.035046] [INFO ] [sig       ] [1644/1810] Completed URI in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 39.9s
[2025-10-13T23:59:35.035088] [INFO ] [sig       ] [1645/1810] Forecasting USA...
[2025-10-13T23:59:35.035118] [INFO ] [sig       ] Generating forecast for: USA
[2025-10-13T23:59:35.035150] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USA' from 'https://tdm.silogroup.org/data/derivative_storage/USA.csv'.
[2025-10-13T23:59:35.044045] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USA'.
[2025-10-13T23:59:35.044348] [INFO ] [FORECASTER] Starting predict_future for USA
[2025-10-13T23:59:35.068678] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:35.069358] [DEBUG] [LOCAL     ] No optimal features file found for USA: ./output/feature-sets/USA.txt
[2025-10-13T23:59:35.069430] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:35.069465] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:35.069493] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:35.069551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:35.086241] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:35.086808] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:35.086891] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:35.086925] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:35.124473] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:35.124578] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:35.124616] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:35.124672] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:35.127796] [DEBUG] [FORECASTER] USA: Forecast T+1@11:T+2@11: DOWN (p=36.88%)
[2025-10-13T23:59:35.128054] [INFO ] [FORECASTER] Completed predict_future for USA
[2025-10-13T23:59:35.128182] [INFO ] [sig       ] USA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:35.268329] [INFO ] [LOCAL     ] Saved forecast: USA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/USA.txt
[2025-10-13T23:59:35.268554] [INFO ] [sig       ] [1645/1810] Completed USA in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 39.7s
[2025-10-13T23:59:35.268596] [INFO ] [sig       ] [1646/1810] Forecasting USAC...
[2025-10-13T23:59:35.268627] [INFO ] [sig       ] Generating forecast for: USAC
[2025-10-13T23:59:35.268694] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USAC' from 'https://tdm.silogroup.org/data/derivative_storage/USAC.csv'.
[2025-10-13T23:59:35.276958] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USAC'.
[2025-10-13T23:59:35.277255] [INFO ] [FORECASTER] Starting predict_future for USAC
[2025-10-13T23:59:35.301612] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:35.302328] [DEBUG] [LOCAL     ] No optimal features file found for USAC: ./output/feature-sets/USAC.txt
[2025-10-13T23:59:35.302382] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:35.302416] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:35.302444] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:35.302501] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:35.319256] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:35.319832] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:35.319914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:35.319947] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:35.356892] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:35.356990] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:35.357026] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:35.357055] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:35.360158] [DEBUG] [FORECASTER] USAC: Forecast T+1@11:T+2@11: UP (p=57.01%)
[2025-10-13T23:59:35.360415] [INFO ] [FORECASTER] Completed predict_future for USAC
[2025-10-13T23:59:35.360548] [INFO ] [sig       ] USAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:35.500108] [INFO ] [LOCAL     ] Saved forecast: USAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/USAC.txt
[2025-10-13T23:59:35.500330] [INFO ] [sig       ] [1646/1810] Completed USAC in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 39.5s
[2025-10-13T23:59:35.500371] [INFO ] [sig       ] [1647/1810] Forecasting USB...
[2025-10-13T23:59:35.500401] [INFO ] [sig       ] Generating forecast for: USB
[2025-10-13T23:59:35.500443] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USB' from 'https://tdm.silogroup.org/data/derivative_storage/USB.csv'.
[2025-10-13T23:59:35.508699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USB'.
[2025-10-13T23:59:35.508951] [INFO ] [FORECASTER] Starting predict_future for USB
[2025-10-13T23:59:35.533318] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:35.534006] [DEBUG] [LOCAL     ] No optimal features file found for USB: ./output/feature-sets/USB.txt
[2025-10-13T23:59:35.534092] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:35.534133] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:35.534161] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:35.534216] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:35.551087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:35.551608] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:35.551713] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:35.551757] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:35.588702] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:35.588780] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:35.588815] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:35.588844] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:35.591789] [DEBUG] [FORECASTER] USB: Forecast T+1@11:T+2@11: DOWN (p=17.74%)
[2025-10-13T23:59:35.592032] [INFO ] [FORECASTER] Completed predict_future for USB
[2025-10-13T23:59:35.592158] [INFO ] [sig       ] USB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:35.730323] [INFO ] [LOCAL     ] Saved forecast: USB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/USB.txt
[2025-10-13T23:59:35.730497] [INFO ] [sig       ] [1647/1810] Completed USB in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 39.2s
[2025-10-13T23:59:35.730538] [INFO ] [sig       ] [1648/1810] Forecasting USFD...
[2025-10-13T23:59:35.730568] [INFO ] [sig       ] Generating forecast for: USFD
[2025-10-13T23:59:35.730601] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USFD' from 'https://tdm.silogroup.org/data/derivative_storage/USFD.csv'.
[2025-10-13T23:59:35.739154] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USFD'.
[2025-10-13T23:59:35.739402] [INFO ] [FORECASTER] Starting predict_future for USFD
[2025-10-13T23:59:35.763597] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:35.764269] [DEBUG] [LOCAL     ] No optimal features file found for USFD: ./output/feature-sets/USFD.txt
[2025-10-13T23:59:35.764322] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:35.764355] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:35.764383] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:35.764438] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:35.781227] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:35.781784] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:35.781863] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:35.781896] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:35.817876] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:35.817973] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:35.818009] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:35.818038] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:35.820954] [DEBUG] [FORECASTER] USFD: Forecast T+1@11:T+2@11: UP (p=84.87%)
[2025-10-13T23:59:35.821216] [INFO ] [FORECASTER] Completed predict_future for USFD
[2025-10-13T23:59:35.821346] [INFO ] [sig       ] USFD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:35.962025] [INFO ] [LOCAL     ] Saved forecast: USFD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/USFD.txt
[2025-10-13T23:59:35.962194] [INFO ] [sig       ] [1648/1810] Completed USFD in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 39.0s
[2025-10-13T23:59:35.962234] [INFO ] [sig       ] [1649/1810] Forecasting USNA...
[2025-10-13T23:59:35.962264] [INFO ] [sig       ] Generating forecast for: USNA
[2025-10-13T23:59:35.962296] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USNA' from 'https://tdm.silogroup.org/data/derivative_storage/USNA.csv'.
[2025-10-13T23:59:35.971093] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USNA'.
[2025-10-13T23:59:35.971338] [INFO ] [FORECASTER] Starting predict_future for USNA
[2025-10-13T23:59:35.995473] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:35.996148] [DEBUG] [LOCAL     ] No optimal features file found for USNA: ./output/feature-sets/USNA.txt
[2025-10-13T23:59:35.996202] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:35.996235] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:35.996262] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:35.996317] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:36.013062] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:36.013572] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:36.013668] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:36.013722] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:36.048337] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:36.048405] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:36.048441] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:36.048470] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:36.051398] [DEBUG] [FORECASTER] USNA: Forecast T+1@11:T+2@11: DOWN (p=3.49%)
[2025-10-13T23:59:36.051636] [INFO ] [FORECASTER] Completed predict_future for USNA
[2025-10-13T23:59:36.051807] [INFO ] [sig       ] USNA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:36.188758] [INFO ] [LOCAL     ] Saved forecast: USNA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/USNA.txt
[2025-10-13T23:59:36.188929] [INFO ] [sig       ] [1649/1810] Completed USNA in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 38.7s
[2025-10-13T23:59:36.188969] [INFO ] [sig       ] [1650/1810] Forecasting USPH...
[2025-10-13T23:59:36.189000] [INFO ] [sig       ] Generating forecast for: USPH
[2025-10-13T23:59:36.189030] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'USPH' from 'https://tdm.silogroup.org/data/derivative_storage/USPH.csv'.
[2025-10-13T23:59:36.197324] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'USPH'.
[2025-10-13T23:59:36.197590] [INFO ] [FORECASTER] Starting predict_future for USPH
[2025-10-13T23:59:36.223043] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:36.223709] [DEBUG] [LOCAL     ] No optimal features file found for USPH: ./output/feature-sets/USPH.txt
[2025-10-13T23:59:36.223764] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:36.223798] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:36.223826] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:36.223881] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:36.241347] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:36.242109] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:36.242219] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:36.242306] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:36.279340] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:36.279411] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:36.279446] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:36.279474] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:36.282415] [DEBUG] [FORECASTER] USPH: Forecast T+1@11:T+2@11: UP (p=91.39%)
[2025-10-13T23:59:36.282676] [INFO ] [FORECASTER] Completed predict_future for USPH
[2025-10-13T23:59:36.282820] [INFO ] [sig       ] USPH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:36.419875] [INFO ] [LOCAL     ] Saved forecast: USPH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/USPH.txt
[2025-10-13T23:59:36.420046] [INFO ] [sig       ] [1650/1810] Completed USPH in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 38.5s
[2025-10-13T23:59:36.420086] [INFO ] [sig       ] [1651/1810] Forecasting UTF...
[2025-10-13T23:59:36.420117] [INFO ] [sig       ] Generating forecast for: UTF
[2025-10-13T23:59:36.420149] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTF' from 'https://tdm.silogroup.org/data/derivative_storage/UTF.csv'.
[2025-10-13T23:59:36.428585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTF'.
[2025-10-13T23:59:36.428848] [INFO ] [FORECASTER] Starting predict_future for UTF
[2025-10-13T23:59:36.453117] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:36.453821] [DEBUG] [LOCAL     ] No optimal features file found for UTF: ./output/feature-sets/UTF.txt
[2025-10-13T23:59:36.453875] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:36.453907] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:36.453935] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:36.453991] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:36.470759] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:36.471270] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:36.471347] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:36.471379] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:36.508931] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:36.509004] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:36.509047] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:36.509075] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:36.512010] [DEBUG] [FORECASTER] UTF: Forecast T+1@11:T+2@11: UP (p=94.61%)
[2025-10-13T23:59:36.512249] [INFO ] [FORECASTER] Completed predict_future for UTF
[2025-10-13T23:59:36.512375] [INFO ] [sig       ] UTF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:36.652494] [INFO ] [LOCAL     ] Saved forecast: UTF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UTF.txt
[2025-10-13T23:59:36.652716] [INFO ] [sig       ] [1651/1810] Completed UTF in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 38.2s
[2025-10-13T23:59:36.652776] [INFO ] [sig       ] [1652/1810] Forecasting UTI...
[2025-10-13T23:59:36.652810] [INFO ] [sig       ] Generating forecast for: UTI
[2025-10-13T23:59:36.652842] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTI' from 'https://tdm.silogroup.org/data/derivative_storage/UTI.csv'.
[2025-10-13T23:59:36.661911] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTI'.
[2025-10-13T23:59:36.662236] [INFO ] [FORECASTER] Starting predict_future for UTI
[2025-10-13T23:59:36.687155] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:36.687948] [DEBUG] [LOCAL     ] No optimal features file found for UTI: ./output/feature-sets/UTI.txt
[2025-10-13T23:59:36.688021] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:36.688057] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:36.688086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:36.688144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:36.705495] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:36.706068] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:36.706151] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:36.706185] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:36.739976] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:36.740049] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:36.740085] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:36.740113] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:36.743032] [DEBUG] [FORECASTER] UTI: Forecast T+1@11:T+2@11: UP (p=94.84%)
[2025-10-13T23:59:36.743275] [INFO ] [FORECASTER] Completed predict_future for UTI
[2025-10-13T23:59:36.743408] [INFO ] [sig       ] UTI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:36.891736] [INFO ] [LOCAL     ] Saved forecast: UTI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UTI.txt
[2025-10-13T23:59:36.891944] [INFO ] [sig       ] [1652/1810] Completed UTI in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 38.0s
[2025-10-13T23:59:36.891985] [INFO ] [sig       ] [1653/1810] Forecasting UTL...
[2025-10-13T23:59:36.892015] [INFO ] [sig       ] Generating forecast for: UTL
[2025-10-13T23:59:36.892047] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTL' from 'https://tdm.silogroup.org/data/derivative_storage/UTL.csv'.
[2025-10-13T23:59:36.901592] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTL'.
[2025-10-13T23:59:36.902033] [INFO ] [FORECASTER] Starting predict_future for UTL
[2025-10-13T23:59:36.926781] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:36.927452] [DEBUG] [LOCAL     ] No optimal features file found for UTL: ./output/feature-sets/UTL.txt
[2025-10-13T23:59:36.927525] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:36.927563] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:36.927591] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:36.927672] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:36.944367] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:36.944942] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:36.945021] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:36.945055] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:36.981298] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:36.981420] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:36.981461] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:36.981490] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:36.988729] [DEBUG] [FORECASTER] UTL: Forecast T+1@11:T+2@11: UP (p=85.96%)
[2025-10-13T23:59:36.988997] [INFO ] [FORECASTER] Completed predict_future for UTL
[2025-10-13T23:59:36.989132] [INFO ] [sig       ] UTL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:37.128005] [INFO ] [LOCAL     ] Saved forecast: UTL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UTL.txt
[2025-10-13T23:59:37.128236] [INFO ] [sig       ] [1653/1810] Completed UTL in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 37.8s
[2025-10-13T23:59:37.128279] [INFO ] [sig       ] [1654/1810] Forecasting UTZ...
[2025-10-13T23:59:37.128311] [INFO ] [sig       ] Generating forecast for: UTZ
[2025-10-13T23:59:37.128353] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UTZ' from 'https://tdm.silogroup.org/data/derivative_storage/UTZ.csv'.
[2025-10-13T23:59:37.137616] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UTZ'.
[2025-10-13T23:59:37.138037] [INFO ] [FORECASTER] Starting predict_future for UTZ
[2025-10-13T23:59:37.162875] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:37.163675] [DEBUG] [LOCAL     ] No optimal features file found for UTZ: ./output/feature-sets/UTZ.txt
[2025-10-13T23:59:37.163735] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:37.163771] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:37.163799] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:37.163855] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:37.181188] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:37.181931] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:37.182016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:37.182049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:37.217848] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:37.218033] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:37.218074] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:37.218104] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:37.221581] [DEBUG] [FORECASTER] UTZ: Forecast T+1@11:T+2@11: UP (p=66.07%)
[2025-10-13T23:59:37.221879] [INFO ] [FORECASTER] Completed predict_future for UTZ
[2025-10-13T23:59:37.222019] [INFO ] [sig       ] UTZ: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:37.362078] [INFO ] [LOCAL     ] Saved forecast: UTZ	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UTZ.txt
[2025-10-13T23:59:37.362315] [INFO ] [sig       ] [1654/1810] Completed UTZ in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 37.5s
[2025-10-13T23:59:37.362358] [INFO ] [sig       ] [1655/1810] Forecasting UVE...
[2025-10-13T23:59:37.362389] [INFO ] [sig       ] Generating forecast for: UVE
[2025-10-13T23:59:37.362421] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UVE' from 'https://tdm.silogroup.org/data/derivative_storage/UVE.csv'.
[2025-10-13T23:59:37.370678] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UVE'.
[2025-10-13T23:59:37.370934] [INFO ] [FORECASTER] Starting predict_future for UVE
[2025-10-13T23:59:37.395625] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:37.396344] [DEBUG] [LOCAL     ] No optimal features file found for UVE: ./output/feature-sets/UVE.txt
[2025-10-13T23:59:37.396398] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:37.396431] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:37.396459] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:37.396516] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:37.413351] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:37.413905] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:37.413984] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:37.414018] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:37.446937] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:37.447016] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:37.447052] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:37.447080] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:37.450204] [DEBUG] [FORECASTER] UVE: Forecast T+1@11:T+2@11: DOWN (p=13.38%)
[2025-10-13T23:59:37.450448] [INFO ] [FORECASTER] Completed predict_future for UVE
[2025-10-13T23:59:37.450591] [INFO ] [sig       ] UVE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:37.588902] [INFO ] [LOCAL     ] Saved forecast: UVE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UVE.txt
[2025-10-13T23:59:37.589101] [INFO ] [sig       ] [1655/1810] Completed UVE in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 37.3s
[2025-10-13T23:59:37.589143] [INFO ] [sig       ] [1656/1810] Forecasting UVV...
[2025-10-13T23:59:37.589173] [INFO ] [sig       ] Generating forecast for: UVV
[2025-10-13T23:59:37.589205] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UVV' from 'https://tdm.silogroup.org/data/derivative_storage/UVV.csv'.
[2025-10-13T23:59:37.597876] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UVV'.
[2025-10-13T23:59:37.598148] [INFO ] [FORECASTER] Starting predict_future for UVV
[2025-10-13T23:59:37.622362] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:37.623046] [DEBUG] [LOCAL     ] No optimal features file found for UVV: ./output/feature-sets/UVV.txt
[2025-10-13T23:59:37.623100] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:37.623132] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:37.623159] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:37.623215] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:37.640005] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:37.640517] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:37.640596] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:37.640631] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:37.672828] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:37.672902] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:37.672938] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:37.672967] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:37.675882] [DEBUG] [FORECASTER] UVV: Forecast T+1@11:T+2@11: UP (p=63.90%)
[2025-10-13T23:59:37.676128] [INFO ] [FORECASTER] Completed predict_future for UVV
[2025-10-13T23:59:37.676249] [INFO ] [sig       ] UVV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:37.822025] [INFO ] [LOCAL     ] Saved forecast: UVV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UVV.txt
[2025-10-13T23:59:37.822309] [INFO ] [sig       ] [1656/1810] Completed UVV in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 37.0s
[2025-10-13T23:59:37.822447] [INFO ] [sig       ] [1657/1810] Forecasting UWMC...
[2025-10-13T23:59:37.822488] [INFO ] [sig       ] Generating forecast for: UWMC
[2025-10-13T23:59:37.822522] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UWMC' from 'https://tdm.silogroup.org/data/derivative_storage/UWMC.csv'.
[2025-10-13T23:59:37.833427] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UWMC'.
[2025-10-13T23:59:37.833881] [INFO ] [FORECASTER] Starting predict_future for UWMC
[2025-10-13T23:59:37.858784] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:37.859538] [DEBUG] [LOCAL     ] No optimal features file found for UWMC: ./output/feature-sets/UWMC.txt
[2025-10-13T23:59:37.859595] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:37.859629] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:37.859695] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:37.859767] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:37.877925] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:37.878663] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:37.878753] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:37.878811] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:37.911599] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:37.911806] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:37.911856] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:37.911886] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:37.915295] [DEBUG] [FORECASTER] UWMC: Forecast T+1@11:T+2@11: DOWN (p=11.66%)
[2025-10-13T23:59:37.915558] [INFO ] [FORECASTER] Completed predict_future for UWMC
[2025-10-13T23:59:37.915721] [INFO ] [sig       ] UWMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:38.075596] [INFO ] [LOCAL     ] Saved forecast: UWMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UWMC.txt
[2025-10-13T23:59:38.075870] [INFO ] [sig       ] [1657/1810] Completed UWMC in 0.3s | 4.16 sym/s | Total: 6.6m | ETA: 36.8s
[2025-10-13T23:59:38.075921] [INFO ] [sig       ] [1658/1810] Forecasting UZD...
[2025-10-13T23:59:38.075953] [INFO ] [sig       ] Generating forecast for: UZD
[2025-10-13T23:59:38.075985] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZD' from 'https://tdm.silogroup.org/data/derivative_storage/UZD.csv'.
[2025-10-13T23:59:38.085105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZD'.
[2025-10-13T23:59:38.085448] [INFO ] [FORECASTER] Starting predict_future for UZD
[2025-10-13T23:59:38.111869] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:38.112612] [DEBUG] [LOCAL     ] No optimal features file found for UZD: ./output/feature-sets/UZD.txt
[2025-10-13T23:59:38.112693] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:38.112740] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:38.112771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:38.112830] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:38.130801] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:38.131336] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:38.131416] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:38.131451] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:38.166493] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:38.166624] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:38.166718] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:38.166773] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:38.171430] [DEBUG] [FORECASTER] UZD: Forecast T+1@11:T+2@11: DOWN (p=19.05%)
[2025-10-13T23:59:38.171815] [INFO ] [FORECASTER] Completed predict_future for UZD
[2025-10-13T23:59:38.171990] [INFO ] [sig       ] UZD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:38.318119] [INFO ] [LOCAL     ] Saved forecast: UZD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/UZD.txt
[2025-10-13T23:59:38.318323] [INFO ] [sig       ] [1658/1810] Completed UZD in 0.2s | 4.16 sym/s | Total: 6.6m | ETA: 36.6s
[2025-10-13T23:59:38.318364] [INFO ] [sig       ] [1659/1810] Forecasting UZE...
[2025-10-13T23:59:38.318395] [INFO ] [sig       ] Generating forecast for: UZE
[2025-10-13T23:59:38.318427] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZE' from 'https://tdm.silogroup.org/data/derivative_storage/UZE.csv'.
[2025-10-13T23:59:38.327711] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZE'.
[2025-10-13T23:59:38.328069] [INFO ] [FORECASTER] Starting predict_future for UZE
[2025-10-13T23:59:38.352911] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:38.353591] [DEBUG] [LOCAL     ] No optimal features file found for UZE: ./output/feature-sets/UZE.txt
[2025-10-13T23:59:38.353666] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:38.353739] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:38.353772] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:38.353829] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:38.370704] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:38.371273] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:38.371354] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:38.371389] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:38.408069] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:38.408205] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:38.408243] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:38.408273] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:38.411504] [DEBUG] [FORECASTER] UZE: Forecast T+1@11:T+2@11: UP (p=59.20%)
[2025-10-13T23:59:38.411807] [INFO ] [FORECASTER] Completed predict_future for UZE
[2025-10-13T23:59:38.411947] [INFO ] [sig       ] UZE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:38.550440] [INFO ] [LOCAL     ] Saved forecast: UZE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UZE.txt
[2025-10-13T23:59:38.550677] [INFO ] [sig       ] [1659/1810] Completed UZE in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 36.3s
[2025-10-13T23:59:38.550738] [INFO ] [sig       ] [1660/1810] Forecasting UZF...
[2025-10-13T23:59:38.550961] [INFO ] [sig       ] Generating forecast for: UZF
[2025-10-13T23:59:38.550994] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'UZF' from 'https://tdm.silogroup.org/data/derivative_storage/UZF.csv'.
[2025-10-13T23:59:38.559929] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'UZF'.
[2025-10-13T23:59:38.560242] [INFO ] [FORECASTER] Starting predict_future for UZF
[2025-10-13T23:59:38.584698] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:38.585368] [DEBUG] [LOCAL     ] No optimal features file found for UZF: ./output/feature-sets/UZF.txt
[2025-10-13T23:59:38.585422] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:38.585455] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:38.585483] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:38.585544] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:38.602585] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:38.603152] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:38.603229] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:38.603264] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:38.637405] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:38.637556] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:38.637605] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:38.637635] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:38.640831] [DEBUG] [FORECASTER] UZF: Forecast T+1@11:T+2@11: UP (p=55.99%)
[2025-10-13T23:59:38.641094] [INFO ] [FORECASTER] Completed predict_future for UZF
[2025-10-13T23:59:38.641223] [INFO ] [sig       ] UZF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:38.778828] [INFO ] [LOCAL     ] Saved forecast: UZF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/UZF.txt
[2025-10-13T23:59:38.779043] [INFO ] [sig       ] [1660/1810] Completed UZF in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 36.1s
[2025-10-13T23:59:38.779086] [INFO ] [sig       ] [1661/1810] Forecasting V...
[2025-10-13T23:59:38.779117] [INFO ] [sig       ] Generating forecast for: V
[2025-10-13T23:59:38.779150] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'V' from 'https://tdm.silogroup.org/data/derivative_storage/V.csv'.
[2025-10-13T23:59:38.787843] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'V'.
[2025-10-13T23:59:38.788137] [INFO ] [FORECASTER] Starting predict_future for V
[2025-10-13T23:59:38.812406] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:38.813120] [DEBUG] [LOCAL     ] No optimal features file found for V: ./output/feature-sets/V.txt
[2025-10-13T23:59:38.813174] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:38.813208] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:38.813236] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:38.813296] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:38.830149] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:38.830716] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:38.830796] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:38.830830] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:38.866331] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:38.866432] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:38.866468] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:38.866497] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:38.870023] [DEBUG] [FORECASTER] V: Forecast T+1@11:T+2@11: DOWN (p=9.28%)
[2025-10-13T23:59:38.870276] [INFO ] [FORECASTER] Completed predict_future for V
[2025-10-13T23:59:38.870402] [INFO ] [sig       ] V: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:39.009414] [INFO ] [LOCAL     ] Saved forecast: V	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/V.txt
[2025-10-13T23:59:39.009639] [INFO ] [sig       ] [1661/1810] Completed V in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 35.8s
[2025-10-13T23:59:39.009728] [INFO ] [sig       ] [1662/1810] Forecasting VAC...
[2025-10-13T23:59:39.009763] [INFO ] [sig       ] Generating forecast for: VAC
[2025-10-13T23:59:39.009796] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VAC' from 'https://tdm.silogroup.org/data/derivative_storage/VAC.csv'.
[2025-10-13T23:59:39.019335] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VAC'.
[2025-10-13T23:59:39.019621] [INFO ] [FORECASTER] Starting predict_future for VAC
[2025-10-13T23:59:39.047390] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:39.048195] [DEBUG] [LOCAL     ] No optimal features file found for VAC: ./output/feature-sets/VAC.txt
[2025-10-13T23:59:39.048249] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:39.048283] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:39.048318] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:39.048383] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:39.065147] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:39.065718] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:39.065803] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:39.065837] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:39.102552] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:39.102679] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:39.102733] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:39.102765] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:39.106373] [DEBUG] [FORECASTER] VAC: Forecast T+1@11:T+2@11: UP (p=93.78%)
[2025-10-13T23:59:39.106624] [INFO ] [FORECASTER] Completed predict_future for VAC
[2025-10-13T23:59:39.106806] [INFO ] [sig       ] VAC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:39.245703] [INFO ] [LOCAL     ] Saved forecast: VAC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VAC.txt
[2025-10-13T23:59:39.245925] [INFO ] [sig       ] [1662/1810] Completed VAC in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 35.6s
[2025-10-13T23:59:39.245969] [INFO ] [sig       ] [1663/1810] Forecasting VAL...
[2025-10-13T23:59:39.246000] [INFO ] [sig       ] Generating forecast for: VAL
[2025-10-13T23:59:39.246042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VAL' from 'https://tdm.silogroup.org/data/derivative_storage/VAL.csv'.
[2025-10-13T23:59:39.255158] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VAL'.
[2025-10-13T23:59:39.255453] [INFO ] [FORECASTER] Starting predict_future for VAL
[2025-10-13T23:59:39.279908] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:39.280580] [DEBUG] [LOCAL     ] No optimal features file found for VAL: ./output/feature-sets/VAL.txt
[2025-10-13T23:59:39.280634] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:39.280721] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:39.280757] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:39.280862] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:39.297852] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:39.298382] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:39.298464] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:39.298497] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:39.334100] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:39.334190] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:39.334227] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:39.334256] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:39.337404] [DEBUG] [FORECASTER] VAL: Forecast T+1@11:T+2@11: DOWN (p=30.49%)
[2025-10-13T23:59:39.337723] [INFO ] [FORECASTER] Completed predict_future for VAL
[2025-10-13T23:59:39.337863] [INFO ] [sig       ] VAL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:39.476806] [INFO ] [LOCAL     ] Saved forecast: VAL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VAL.txt
[2025-10-13T23:59:39.477015] [INFO ] [sig       ] [1663/1810] Completed VAL in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 35.4s
[2025-10-13T23:59:39.477056] [INFO ] [sig       ] [1664/1810] Forecasting VALE...
[2025-10-13T23:59:39.477086] [INFO ] [sig       ] Generating forecast for: VALE
[2025-10-13T23:59:39.477119] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VALE' from 'https://tdm.silogroup.org/data/derivative_storage/VALE.csv'.
[2025-10-13T23:59:39.486343] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VALE'.
[2025-10-13T23:59:39.486625] [INFO ] [FORECASTER] Starting predict_future for VALE
[2025-10-13T23:59:39.510955] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:39.511621] [DEBUG] [LOCAL     ] No optimal features file found for VALE: ./output/feature-sets/VALE.txt
[2025-10-13T23:59:39.511699] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:39.511742] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:39.511771] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:39.511828] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:39.529001] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:39.529561] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:39.529637] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:39.529719] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:39.566250] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:39.566371] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:39.566411] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:39.566442] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:39.569771] [DEBUG] [FORECASTER] VALE: Forecast T+1@11:T+2@11: DOWN (p=7.09%)
[2025-10-13T23:59:39.570033] [INFO ] [FORECASTER] Completed predict_future for VALE
[2025-10-13T23:59:39.570166] [INFO ] [sig       ] VALE: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:39.708440] [INFO ] [LOCAL     ] Saved forecast: VALE	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VALE.txt
[2025-10-13T23:59:39.708692] [INFO ] [sig       ] [1664/1810] Completed VALE in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 35.1s
[2025-10-13T23:59:39.708756] [INFO ] [sig       ] [1665/1810] Forecasting VATE...
[2025-10-13T23:59:39.708790] [INFO ] [sig       ] Generating forecast for: VATE
[2025-10-13T23:59:39.708822] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VATE' from 'https://tdm.silogroup.org/data/derivative_storage/VATE.csv'.
[2025-10-13T23:59:39.717330] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VATE'.
[2025-10-13T23:59:39.717615] [INFO ] [FORECASTER] Starting predict_future for VATE
[2025-10-13T23:59:39.742242] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:39.742975] [DEBUG] [LOCAL     ] No optimal features file found for VATE: ./output/feature-sets/VATE.txt
[2025-10-13T23:59:39.743030] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:39.743065] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:39.743092] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:39.743147] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:39.759974] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:39.760572] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:39.760681] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:39.760736] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:39.793389] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:39.793479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:39.793516] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:39.793545] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:39.796573] [DEBUG] [FORECASTER] VATE: Forecast T+1@11:T+2@11: UP (p=98.94%)
[2025-10-13T23:59:39.796852] [INFO ] [FORECASTER] Completed predict_future for VATE
[2025-10-13T23:59:39.796992] [INFO ] [sig       ] VATE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:39.937609] [INFO ] [LOCAL     ] Saved forecast: VATE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VATE.txt
[2025-10-13T23:59:39.937896] [INFO ] [sig       ] [1665/1810] Completed VATE in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 34.9s
[2025-10-13T23:59:39.937944] [INFO ] [sig       ] [1666/1810] Forecasting VBF...
[2025-10-13T23:59:39.937977] [INFO ] [sig       ] Generating forecast for: VBF
[2025-10-13T23:59:39.938011] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VBF' from 'https://tdm.silogroup.org/data/derivative_storage/VBF.csv'.
[2025-10-13T23:59:39.946816] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VBF'.
[2025-10-13T23:59:39.947216] [INFO ] [FORECASTER] Starting predict_future for VBF
[2025-10-13T23:59:39.972340] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:39.973138] [DEBUG] [LOCAL     ] No optimal features file found for VBF: ./output/feature-sets/VBF.txt
[2025-10-13T23:59:39.973195] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:39.973269] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:39.973300] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:39.973357] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:39.990754] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:39.991605] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:39.991738] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:39.991782] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:40.027291] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:40.027496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:40.027602] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:40.027638] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:40.032290] [DEBUG] [FORECASTER] VBF: Forecast T+1@11:T+2@11: UP (p=97.23%)
[2025-10-13T23:59:40.032557] [INFO ] [FORECASTER] Completed predict_future for VBF
[2025-10-13T23:59:40.032737] [INFO ] [sig       ] VBF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:40.171091] [INFO ] [LOCAL     ] Saved forecast: VBF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VBF.txt
[2025-10-13T23:59:40.171302] [INFO ] [sig       ] [1666/1810] Completed VBF in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 34.6s
[2025-10-13T23:59:40.171344] [INFO ] [sig       ] [1667/1810] Forecasting VCV...
[2025-10-13T23:59:40.171376] [INFO ] [sig       ] Generating forecast for: VCV
[2025-10-13T23:59:40.171408] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VCV' from 'https://tdm.silogroup.org/data/derivative_storage/VCV.csv'.
[2025-10-13T23:59:40.180374] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VCV'.
[2025-10-13T23:59:40.180690] [INFO ] [FORECASTER] Starting predict_future for VCV
[2025-10-13T23:59:40.205076] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:40.205884] [DEBUG] [LOCAL     ] No optimal features file found for VCV: ./output/feature-sets/VCV.txt
[2025-10-13T23:59:40.205942] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:40.205977] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:40.206007] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:40.206065] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:40.223128] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:40.223964] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:40.224051] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:40.224087] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:40.261839] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:40.261943] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:40.261981] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:40.262010] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:40.265181] [DEBUG] [FORECASTER] VCV: Forecast T+1@11:T+2@11: DOWN (p=44.32%)
[2025-10-13T23:59:40.265435] [INFO ] [FORECASTER] Completed predict_future for VCV
[2025-10-13T23:59:40.265561] [INFO ] [sig       ] VCV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:40.403195] [INFO ] [LOCAL     ] Saved forecast: VCV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VCV.txt
[2025-10-13T23:59:40.403398] [INFO ] [sig       ] [1667/1810] Completed VCV in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 34.4s
[2025-10-13T23:59:40.403440] [INFO ] [sig       ] [1668/1810] Forecasting VEEV...
[2025-10-13T23:59:40.403471] [INFO ] [sig       ] Generating forecast for: VEEV
[2025-10-13T23:59:40.403504] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VEEV' from 'https://tdm.silogroup.org/data/derivative_storage/VEEV.csv'.
[2025-10-13T23:59:40.412677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VEEV'.
[2025-10-13T23:59:40.412979] [INFO ] [FORECASTER] Starting predict_future for VEEV
[2025-10-13T23:59:40.437686] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:40.438391] [DEBUG] [LOCAL     ] No optimal features file found for VEEV: ./output/feature-sets/VEEV.txt
[2025-10-13T23:59:40.438445] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:40.438479] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:40.438506] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:40.438562] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:40.455342] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:40.455929] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:40.456013] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:40.456048] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:40.496701] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:40.496800] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:40.496837] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:40.496866] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:40.499995] [DEBUG] [FORECASTER] VEEV: Forecast T+1@11:T+2@11: UP (p=69.70%)
[2025-10-13T23:59:40.500248] [INFO ] [FORECASTER] Completed predict_future for VEEV
[2025-10-13T23:59:40.500376] [INFO ] [sig       ] VEEV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:40.638867] [INFO ] [LOCAL     ] Saved forecast: VEEV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VEEV.txt
[2025-10-13T23:59:40.639082] [INFO ] [sig       ] [1668/1810] Completed VEEV in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 34.1s
[2025-10-13T23:59:40.639125] [INFO ] [sig       ] [1669/1810] Forecasting VEL...
[2025-10-13T23:59:40.639156] [INFO ] [sig       ] Generating forecast for: VEL
[2025-10-13T23:59:40.639189] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VEL' from 'https://tdm.silogroup.org/data/derivative_storage/VEL.csv'.
[2025-10-13T23:59:40.648381] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VEL'.
[2025-10-13T23:59:40.648689] [INFO ] [FORECASTER] Starting predict_future for VEL
[2025-10-13T23:59:40.673136] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:40.673864] [DEBUG] [LOCAL     ] No optimal features file found for VEL: ./output/feature-sets/VEL.txt
[2025-10-13T23:59:40.673919] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:40.673953] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:40.673982] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:40.674039] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:40.690844] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:40.691371] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:40.691449] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:40.691482] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:40.726545] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:40.726668] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:40.726725] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:40.726758] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:40.729872] [DEBUG] [FORECASTER] VEL: Forecast T+1@11:T+2@11: DOWN (p=1.30%)
[2025-10-13T23:59:40.730128] [INFO ] [FORECASTER] Completed predict_future for VEL
[2025-10-13T23:59:40.730256] [INFO ] [sig       ] VEL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:40.868759] [INFO ] [LOCAL     ] Saved forecast: VEL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VEL.txt
[2025-10-13T23:59:40.869005] [INFO ] [sig       ] [1669/1810] Completed VEL in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 33.9s
[2025-10-13T23:59:40.869053] [INFO ] [sig       ] [1670/1810] Forecasting VET...
[2025-10-13T23:59:40.869084] [INFO ] [sig       ] Generating forecast for: VET
[2025-10-13T23:59:40.869116] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VET' from 'https://tdm.silogroup.org/data/derivative_storage/VET.csv'.
[2025-10-13T23:59:40.880004] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VET'.
[2025-10-13T23:59:40.880435] [INFO ] [FORECASTER] Starting predict_future for VET
[2025-10-13T23:59:40.905974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:40.906793] [DEBUG] [LOCAL     ] No optimal features file found for VET: ./output/feature-sets/VET.txt
[2025-10-13T23:59:40.906850] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:40.906886] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:40.906915] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:40.906972] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:40.925411] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:40.926141] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:40.926228] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:40.926263] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:40.963355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:40.963483] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:40.963524] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:40.963552] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:40.966865] [DEBUG] [FORECASTER] VET: Forecast T+1@11:T+2@11: DOWN (p=36.70%)
[2025-10-13T23:59:40.967180] [INFO ] [FORECASTER] Completed predict_future for VET
[2025-10-13T23:59:40.967324] [INFO ] [sig       ] VET: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:41.118388] [INFO ] [LOCAL     ] Saved forecast: VET	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VET.txt
[2025-10-13T23:59:41.118695] [INFO ] [sig       ] [1670/1810] Completed VET in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 33.7s
[2025-10-13T23:59:41.118757] [INFO ] [sig       ] [1671/1810] Forecasting VFC...
[2025-10-13T23:59:41.118792] [INFO ] [sig       ] Generating forecast for: VFC
[2025-10-13T23:59:41.118847] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VFC' from 'https://tdm.silogroup.org/data/derivative_storage/VFC.csv'.
[2025-10-13T23:59:41.129626] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VFC'.
[2025-10-13T23:59:41.129969] [INFO ] [FORECASTER] Starting predict_future for VFC
[2025-10-13T23:59:41.154728] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:41.155443] [DEBUG] [LOCAL     ] No optimal features file found for VFC: ./output/feature-sets/VFC.txt
[2025-10-13T23:59:41.155501] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:41.155545] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:41.155598] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:41.155701] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:41.172588] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:41.173161] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:41.173260] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:41.173314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:41.207258] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:41.207417] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:41.207458] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:41.207531] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:41.210984] [DEBUG] [FORECASTER] VFC: Forecast T+1@11:T+2@11: DOWN (p=23.88%)
[2025-10-13T23:59:41.211246] [INFO ] [FORECASTER] Completed predict_future for VFC
[2025-10-13T23:59:41.211377] [INFO ] [sig       ] VFC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:41.357530] [INFO ] [LOCAL     ] Saved forecast: VFC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VFC.txt
[2025-10-13T23:59:41.357816] [INFO ] [sig       ] [1671/1810] Completed VFC in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 33.4s
[2025-10-13T23:59:41.357876] [INFO ] [sig       ] [1672/1810] Forecasting VGI...
[2025-10-13T23:59:41.357909] [INFO ] [sig       ] Generating forecast for: VGI
[2025-10-13T23:59:41.357942] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VGI' from 'https://tdm.silogroup.org/data/derivative_storage/VGI.csv'.
[2025-10-13T23:59:41.366129] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VGI'.
[2025-10-13T23:59:41.366393] [INFO ] [FORECASTER] Starting predict_future for VGI
[2025-10-13T23:59:41.391736] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:41.392455] [DEBUG] [LOCAL     ] No optimal features file found for VGI: ./output/feature-sets/VGI.txt
[2025-10-13T23:59:41.392512] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:41.392548] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:41.392578] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:41.392637] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:41.410996] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:41.411623] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:41.411748] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:41.411799] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:41.444045] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:41.444214] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:41.444257] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:41.444288] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:41.447921] [DEBUG] [FORECASTER] VGI: Forecast T+1@11:T+2@11: UP (p=92.16%)
[2025-10-13T23:59:41.448257] [INFO ] [FORECASTER] Completed predict_future for VGI
[2025-10-13T23:59:41.448401] [INFO ] [sig       ] VGI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:41.592096] [INFO ] [LOCAL     ] Saved forecast: VGI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VGI.txt
[2025-10-13T23:59:41.592359] [INFO ] [sig       ] [1672/1810] Completed VGI in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 33.2s
[2025-10-13T23:59:41.592403] [INFO ] [sig       ] [1673/1810] Forecasting VGM...
[2025-10-13T23:59:41.592435] [INFO ] [sig       ] Generating forecast for: VGM
[2025-10-13T23:59:41.592466] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VGM' from 'https://tdm.silogroup.org/data/derivative_storage/VGM.csv'.
[2025-10-13T23:59:41.601216] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VGM'.
[2025-10-13T23:59:41.601565] [INFO ] [FORECASTER] Starting predict_future for VGM
[2025-10-13T23:59:41.627202] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:41.628042] [DEBUG] [LOCAL     ] No optimal features file found for VGM: ./output/feature-sets/VGM.txt
[2025-10-13T23:59:41.628098] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:41.628154] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:41.628185] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:41.628242] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:41.645377] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:41.646197] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:41.646280] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:41.646314] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:41.682285] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:41.682464] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:41.682508] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:41.682538] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:41.685995] [DEBUG] [FORECASTER] VGM: Forecast T+1@11:T+2@11: UP (p=73.32%)
[2025-10-13T23:59:41.686263] [INFO ] [FORECASTER] Completed predict_future for VGM
[2025-10-13T23:59:41.686397] [INFO ] [sig       ] VGM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:41.834343] [INFO ] [LOCAL     ] Saved forecast: VGM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VGM.txt
[2025-10-13T23:59:41.834609] [INFO ] [sig       ] [1673/1810] Completed VGM in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 32.9s
[2025-10-13T23:59:41.834695] [INFO ] [sig       ] [1674/1810] Forecasting VHI...
[2025-10-13T23:59:41.834745] [INFO ] [sig       ] Generating forecast for: VHI
[2025-10-13T23:59:41.834780] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VHI' from 'https://tdm.silogroup.org/data/derivative_storage/VHI.csv'.
[2025-10-13T23:59:41.845223] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VHI'.
[2025-10-13T23:59:41.845531] [INFO ] [FORECASTER] Starting predict_future for VHI
[2025-10-13T23:59:41.870361] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:41.871165] [DEBUG] [LOCAL     ] No optimal features file found for VHI: ./output/feature-sets/VHI.txt
[2025-10-13T23:59:41.871223] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:41.871257] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:41.871285] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:41.871341] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:41.888600] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:41.889292] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:41.889373] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:41.889407] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:41.924001] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:41.924170] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:41.924213] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:41.924243] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:41.927683] [DEBUG] [FORECASTER] VHI: Forecast T+1@11:T+2@11: UP (p=98.33%)
[2025-10-13T23:59:41.927953] [INFO ] [FORECASTER] Completed predict_future for VHI
[2025-10-13T23:59:41.928087] [INFO ] [sig       ] VHI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:42.074866] [INFO ] [LOCAL     ] Saved forecast: VHI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VHI.txt
[2025-10-13T23:59:42.075197] [INFO ] [sig       ] [1674/1810] Completed VHI in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 32.7s
[2025-10-13T23:59:42.075273] [INFO ] [sig       ] [1675/1810] Forecasting VICI...
[2025-10-13T23:59:42.075342] [INFO ] [sig       ] Generating forecast for: VICI
[2025-10-13T23:59:42.075417] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VICI' from 'https://tdm.silogroup.org/data/derivative_storage/VICI.csv'.
[2025-10-13T23:59:42.086330] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VICI'.
[2025-10-13T23:59:42.086909] [INFO ] [FORECASTER] Starting predict_future for VICI
[2025-10-13T23:59:42.116133] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:42.116966] [DEBUG] [LOCAL     ] No optimal features file found for VICI: ./output/feature-sets/VICI.txt
[2025-10-13T23:59:42.117024] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:42.117058] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:42.117086] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:42.117144] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:42.134087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:42.134974] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:42.135063] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:42.135097] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:42.171328] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:42.171508] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:42.171549] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:42.171580] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:42.175171] [DEBUG] [FORECASTER] VICI: Forecast T+1@11:T+2@11: DOWN (p=11.61%)
[2025-10-13T23:59:42.175509] [INFO ] [FORECASTER] Completed predict_future for VICI
[2025-10-13T23:59:42.175678] [INFO ] [sig       ] VICI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:42.314360] [INFO ] [LOCAL     ] Saved forecast: VICI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VICI.txt
[2025-10-13T23:59:42.314592] [INFO ] [sig       ] [1675/1810] Completed VICI in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 32.5s
[2025-10-13T23:59:42.314636] [INFO ] [sig       ] [1676/1810] Forecasting VIK...
[2025-10-13T23:59:42.314711] [INFO ] [sig       ] Generating forecast for: VIK
[2025-10-13T23:59:42.314751] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIK' from 'https://tdm.silogroup.org/data/derivative_storage/VIK.csv'.
[2025-10-13T23:59:42.325194] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIK'.
[2025-10-13T23:59:42.325524] [INFO ] [FORECASTER] Starting predict_future for VIK
[2025-10-13T23:59:42.350271] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:42.351052] [DEBUG] [LOCAL     ] No optimal features file found for VIK: ./output/feature-sets/VIK.txt
[2025-10-13T23:59:42.351107] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:42.351142] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:42.351263] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:42.351330] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:42.368240] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:42.368871] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:42.369001] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:42.369041] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:42.405509] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:42.405699] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:42.405762] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:42.405795] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:42.409196] [DEBUG] [FORECASTER] VIK: Forecast T+1@11:T+2@11: UP (p=89.23%)
[2025-10-13T23:59:42.409470] [INFO ] [FORECASTER] Completed predict_future for VIK
[2025-10-13T23:59:42.409599] [INFO ] [sig       ] VIK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:42.552525] [INFO ] [LOCAL     ] Saved forecast: VIK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VIK.txt
[2025-10-13T23:59:42.552850] [INFO ] [sig       ] [1676/1810] Completed VIK in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 32.2s
[2025-10-13T23:59:42.552911] [INFO ] [sig       ] [1677/1810] Forecasting VIPS...
[2025-10-13T23:59:42.552945] [INFO ] [sig       ] Generating forecast for: VIPS
[2025-10-13T23:59:42.552978] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIPS' from 'https://tdm.silogroup.org/data/derivative_storage/VIPS.csv'.
[2025-10-13T23:59:42.564036] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIPS'.
[2025-10-13T23:59:42.564406] [INFO ] [FORECASTER] Starting predict_future for VIPS
[2025-10-13T23:59:42.589432] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:42.590238] [DEBUG] [LOCAL     ] No optimal features file found for VIPS: ./output/feature-sets/VIPS.txt
[2025-10-13T23:59:42.590293] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:42.590327] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:42.590355] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:42.590412] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:42.607102] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:42.607883] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:42.608007] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:42.608060] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:42.645559] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:42.645749] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:42.645802] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:42.645834] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:42.649400] [DEBUG] [FORECASTER] VIPS: Forecast T+1@11:T+2@11: UP (p=95.50%)
[2025-10-13T23:59:42.649716] [INFO ] [FORECASTER] Completed predict_future for VIPS
[2025-10-13T23:59:42.649861] [INFO ] [sig       ] VIPS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:42.790516] [INFO ] [LOCAL     ] Saved forecast: VIPS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VIPS.txt
[2025-10-13T23:59:42.790778] [INFO ] [sig       ] [1677/1810] Completed VIPS in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 32.0s
[2025-10-13T23:59:42.790840] [INFO ] [sig       ] [1678/1810] Forecasting VIRT...
[2025-10-13T23:59:42.790873] [INFO ] [sig       ] Generating forecast for: VIRT
[2025-10-13T23:59:42.790905] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIRT' from 'https://tdm.silogroup.org/data/derivative_storage/VIRT.csv'.
[2025-10-13T23:59:42.799502] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIRT'.
[2025-10-13T23:59:42.799899] [INFO ] [FORECASTER] Starting predict_future for VIRT
[2025-10-13T23:59:42.824490] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:42.825280] [DEBUG] [LOCAL     ] No optimal features file found for VIRT: ./output/feature-sets/VIRT.txt
[2025-10-13T23:59:42.825336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:42.825370] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:42.825399] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:42.825457] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:42.842509] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:42.843335] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:42.843416] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:42.843450] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:42.879281] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:42.879478] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:42.879523] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:42.879553] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:42.882964] [DEBUG] [FORECASTER] VIRT: Forecast T+1@11:T+2@11: DOWN (p=10.02%)
[2025-10-13T23:59:42.883253] [INFO ] [FORECASTER] Completed predict_future for VIRT
[2025-10-13T23:59:42.883392] [INFO ] [sig       ] VIRT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:43.022329] [INFO ] [LOCAL     ] Saved forecast: VIRT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VIRT.txt
[2025-10-13T23:59:43.022570] [INFO ] [sig       ] [1678/1810] Completed VIRT in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 31.7s
[2025-10-13T23:59:43.022612] [INFO ] [sig       ] [1679/1810] Forecasting VIST...
[2025-10-13T23:59:43.022671] [INFO ] [sig       ] Generating forecast for: VIST
[2025-10-13T23:59:43.022730] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIST' from 'https://tdm.silogroup.org/data/derivative_storage/VIST.csv'.
[2025-10-13T23:59:43.031676] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIST'.
[2025-10-13T23:59:43.032058] [INFO ] [FORECASTER] Starting predict_future for VIST
[2025-10-13T23:59:43.056585] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:43.057358] [DEBUG] [LOCAL     ] No optimal features file found for VIST: ./output/feature-sets/VIST.txt
[2025-10-13T23:59:43.057412] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:43.057446] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:43.057504] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:43.057580] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:43.074689] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:43.075372] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:43.075453] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:43.075487] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:43.111059] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:43.111599] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:43.111668] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:43.111736] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:43.115767] [DEBUG] [FORECASTER] VIST: Forecast T+1@11:T+2@11: UP (p=82.61%)
[2025-10-13T23:59:43.116055] [INFO ] [FORECASTER] Completed predict_future for VIST
[2025-10-13T23:59:43.116195] [INFO ] [sig       ] VIST: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:43.257205] [INFO ] [LOCAL     ] Saved forecast: VIST	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VIST.txt
[2025-10-13T23:59:43.257492] [INFO ] [sig       ] [1679/1810] Completed VIST in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 31.5s
[2025-10-13T23:59:43.257554] [INFO ] [sig       ] [1680/1810] Forecasting VIV...
[2025-10-13T23:59:43.257589] [INFO ] [sig       ] Generating forecast for: VIV
[2025-10-13T23:59:43.257624] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VIV' from 'https://tdm.silogroup.org/data/derivative_storage/VIV.csv'.
[2025-10-13T23:59:43.266934] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VIV'.
[2025-10-13T23:59:43.267225] [INFO ] [FORECASTER] Starting predict_future for VIV
[2025-10-13T23:59:43.296752] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:43.297542] [DEBUG] [LOCAL     ] No optimal features file found for VIV: ./output/feature-sets/VIV.txt
[2025-10-13T23:59:43.297600] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:43.297680] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:43.297729] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:43.297789] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:43.315037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:43.315761] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:43.315853] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:43.315906] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:43.352273] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:43.352384] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:43.352422] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:43.352452] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:43.355705] [DEBUG] [FORECASTER] VIV: Forecast T+1@11:T+2@11: DOWN (p=6.29%)
[2025-10-13T23:59:43.355967] [INFO ] [FORECASTER] Completed predict_future for VIV
[2025-10-13T23:59:43.356099] [INFO ] [sig       ] VIV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:43.496708] [INFO ] [LOCAL     ] Saved forecast: VIV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VIV.txt
[2025-10-13T23:59:43.496936] [INFO ] [sig       ] [1680/1810] Completed VIV in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 31.3s
[2025-10-13T23:59:43.496979] [INFO ] [sig       ] [1681/1810] Forecasting VKQ...
[2025-10-13T23:59:43.497010] [INFO ] [sig       ] Generating forecast for: VKQ
[2025-10-13T23:59:43.497042] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VKQ' from 'https://tdm.silogroup.org/data/derivative_storage/VKQ.csv'.
[2025-10-13T23:59:43.506310] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VKQ'.
[2025-10-13T23:59:43.506616] [INFO ] [FORECASTER] Starting predict_future for VKQ
[2025-10-13T23:59:43.531941] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:43.532736] [DEBUG] [LOCAL     ] No optimal features file found for VKQ: ./output/feature-sets/VKQ.txt
[2025-10-13T23:59:43.532793] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:43.532827] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:43.532856] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:43.532912] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:43.549978] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:43.550539] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:43.550618] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:43.550683] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:43.586777] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:43.586906] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:43.586945] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:43.586975] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:43.590221] [DEBUG] [FORECASTER] VKQ: Forecast T+1@11:T+2@11: DOWN (p=12.38%)
[2025-10-13T23:59:43.590479] [INFO ] [FORECASTER] Completed predict_future for VKQ
[2025-10-13T23:59:43.590611] [INFO ] [sig       ] VKQ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:43.732737] [INFO ] [LOCAL     ] Saved forecast: VKQ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VKQ.txt
[2025-10-13T23:59:43.732957] [INFO ] [sig       ] [1681/1810] Completed VKQ in 0.2s | 4.16 sym/s | Total: 6.7m | ETA: 31.0s
[2025-10-13T23:59:43.733001] [INFO ] [sig       ] [1682/1810] Forecasting VLN...
[2025-10-13T23:59:43.733032] [INFO ] [sig       ] Generating forecast for: VLN
[2025-10-13T23:59:43.733064] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLN' from 'https://tdm.silogroup.org/data/derivative_storage/VLN.csv'.
[2025-10-13T23:59:43.741544] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLN'.
[2025-10-13T23:59:43.741824] [INFO ] [FORECASTER] Starting predict_future for VLN
[2025-10-13T23:59:43.772082] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:43.772948] [DEBUG] [LOCAL     ] No optimal features file found for VLN: ./output/feature-sets/VLN.txt
[2025-10-13T23:59:43.773005] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:43.773041] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:43.773071] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:43.773129] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:43.793129] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:43.794274] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:43.794428] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:43.794505] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:43.837301] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:43.837506] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:43.837568] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:43.837604] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:43.841146] [DEBUG] [FORECASTER] VLN: Forecast T+1@11:T+2@11: UP (p=95.81%)
[2025-10-13T23:59:43.841411] [INFO ] [FORECASTER] Completed predict_future for VLN
[2025-10-13T23:59:43.841544] [INFO ] [sig       ] VLN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:43.990691] [INFO ] [LOCAL     ] Saved forecast: VLN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VLN.txt
[2025-10-13T23:59:43.990901] [INFO ] [sig       ] [1682/1810] Completed VLN in 0.3s | 4.16 sym/s | Total: 6.7m | ETA: 30.8s
[2025-10-13T23:59:43.990943] [INFO ] [sig       ] [1683/1810] Forecasting VLO...
[2025-10-13T23:59:43.990974] [INFO ] [sig       ] Generating forecast for: VLO
[2025-10-13T23:59:43.991006] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLO' from 'https://tdm.silogroup.org/data/derivative_storage/VLO.csv'.
[2025-10-13T23:59:44.000091] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLO'.
[2025-10-13T23:59:44.000355] [INFO ] [FORECASTER] Starting predict_future for VLO
[2025-10-13T23:59:44.025098] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:44.025847] [DEBUG] [LOCAL     ] No optimal features file found for VLO: ./output/feature-sets/VLO.txt
[2025-10-13T23:59:44.025929] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:44.025992] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:44.026051] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:44.026171] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:44.051266] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:44.052216] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:44.052333] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:44.052397] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:44.089287] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:44.089393] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:44.089451] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:44.089485] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:44.092588] [DEBUG] [FORECASTER] VLO: Forecast T+1@11:T+2@11: UP (p=96.71%)
[2025-10-13T23:59:44.092872] [INFO ] [FORECASTER] Completed predict_future for VLO
[2025-10-13T23:59:44.093006] [INFO ] [sig       ] VLO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:44.242868] [INFO ] [LOCAL     ] Saved forecast: VLO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VLO.txt
[2025-10-13T23:59:44.243117] [INFO ] [sig       ] [1683/1810] Completed VLO in 0.3s | 4.16 sym/s | Total: 6.7m | ETA: 30.5s
[2025-10-13T23:59:44.243179] [INFO ] [sig       ] [1684/1810] Forecasting VLRS...
[2025-10-13T23:59:44.243213] [INFO ] [sig       ] Generating forecast for: VLRS
[2025-10-13T23:59:44.243245] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLRS' from 'https://tdm.silogroup.org/data/derivative_storage/VLRS.csv'.
[2025-10-13T23:59:44.251739] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLRS'.
[2025-10-13T23:59:44.252009] [INFO ] [FORECASTER] Starting predict_future for VLRS
[2025-10-13T23:59:44.281124] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:44.281934] [DEBUG] [LOCAL     ] No optimal features file found for VLRS: ./output/feature-sets/VLRS.txt
[2025-10-13T23:59:44.281992] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:44.282027] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:44.282057] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:44.282116] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:44.301130] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:44.301801] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:44.301884] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:44.301920] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:44.340234] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:44.340318] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:44.340357] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:44.340386] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:44.343468] [DEBUG] [FORECASTER] VLRS: Forecast T+1@11:T+2@11: UP (p=99.19%)
[2025-10-13T23:59:44.343767] [INFO ] [FORECASTER] Completed predict_future for VLRS
[2025-10-13T23:59:44.343902] [INFO ] [sig       ] VLRS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:44.493174] [INFO ] [LOCAL     ] Saved forecast: VLRS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VLRS.txt
[2025-10-13T23:59:44.493384] [INFO ] [sig       ] [1684/1810] Completed VLRS in 0.3s | 4.16 sym/s | Total: 6.7m | ETA: 30.3s
[2025-10-13T23:59:44.493426] [INFO ] [sig       ] [1685/1810] Forecasting VLT...
[2025-10-13T23:59:44.493456] [INFO ] [sig       ] Generating forecast for: VLT
[2025-10-13T23:59:44.493488] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLT' from 'https://tdm.silogroup.org/data/derivative_storage/VLT.csv'.
[2025-10-13T23:59:44.502633] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLT'.
[2025-10-13T23:59:44.503013] [INFO ] [FORECASTER] Starting predict_future for VLT
[2025-10-13T23:59:44.528110] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:44.528842] [DEBUG] [LOCAL     ] No optimal features file found for VLT: ./output/feature-sets/VLT.txt
[2025-10-13T23:59:44.528896] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:44.528930] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:44.528958] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:44.529014] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:44.546854] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:44.547826] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:44.547918] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:44.547953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:44.580114] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:44.580225] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:44.580262] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:44.580291] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:44.583322] [DEBUG] [FORECASTER] VLT: Forecast T+1@11:T+2@11: DOWN (p=6.64%)
[2025-10-13T23:59:44.583575] [INFO ] [FORECASTER] Completed predict_future for VLT
[2025-10-13T23:59:44.583741] [INFO ] [sig       ] VLT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:44.721541] [INFO ] [LOCAL     ] Saved forecast: VLT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VLT.txt
[2025-10-13T23:59:44.721781] [INFO ] [sig       ] [1685/1810] Completed VLT in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 30.1s
[2025-10-13T23:59:44.721842] [INFO ] [sig       ] [1686/1810] Forecasting VLTO...
[2025-10-13T23:59:44.721876] [INFO ] [sig       ] Generating forecast for: VLTO
[2025-10-13T23:59:44.721908] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VLTO' from 'https://tdm.silogroup.org/data/derivative_storage/VLTO.csv'.
[2025-10-13T23:59:44.731344] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VLTO'.
[2025-10-13T23:59:44.731672] [INFO ] [FORECASTER] Starting predict_future for VLTO
[2025-10-13T23:59:44.756272] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:44.757005] [DEBUG] [LOCAL     ] No optimal features file found for VLTO: ./output/feature-sets/VLTO.txt
[2025-10-13T23:59:44.757060] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:44.757095] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:44.757123] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:44.757180] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:44.774087] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:44.774696] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:44.774778] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:44.774812] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:44.810587] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:44.810698] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:44.810747] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:44.810778] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:44.813805] [DEBUG] [FORECASTER] VLTO: Forecast T+1@11:T+2@11: UP (p=98.24%)
[2025-10-13T23:59:44.814054] [INFO ] [FORECASTER] Completed predict_future for VLTO
[2025-10-13T23:59:44.814181] [INFO ] [sig       ] VLTO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:44.957747] [INFO ] [LOCAL     ] Saved forecast: VLTO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VLTO.txt
[2025-10-13T23:59:44.958009] [INFO ] [sig       ] [1686/1810] Completed VLTO in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 29.8s
[2025-10-13T23:59:44.958069] [INFO ] [sig       ] [1687/1810] Forecasting VMC...
[2025-10-13T23:59:44.958103] [INFO ] [sig       ] Generating forecast for: VMC
[2025-10-13T23:59:44.958145] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMC' from 'https://tdm.silogroup.org/data/derivative_storage/VMC.csv'.
[2025-10-13T23:59:44.968261] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMC'.
[2025-10-13T23:59:44.968604] [INFO ] [FORECASTER] Starting predict_future for VMC
[2025-10-13T23:59:44.994553] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:44.995303] [DEBUG] [LOCAL     ] No optimal features file found for VMC: ./output/feature-sets/VMC.txt
[2025-10-13T23:59:44.995358] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:44.995409] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:44.995440] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:44.995496] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:45.012729] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:45.013304] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:45.013383] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:45.013418] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:45.049064] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:45.049157] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:45.049193] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:45.049222] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:45.052251] [DEBUG] [FORECASTER] VMC: Forecast T+1@11:T+2@11: DOWN (p=39.80%)
[2025-10-13T23:59:45.052499] [INFO ] [FORECASTER] Completed predict_future for VMC
[2025-10-13T23:59:45.052628] [INFO ] [sig       ] VMC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:45.190670] [INFO ] [LOCAL     ] Saved forecast: VMC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VMC.txt
[2025-10-13T23:59:45.190968] [INFO ] [sig       ] [1687/1810] Completed VMC in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 29.6s
[2025-10-13T23:59:45.191023] [INFO ] [sig       ] [1688/1810] Forecasting VMI...
[2025-10-13T23:59:45.191066] [INFO ] [sig       ] Generating forecast for: VMI
[2025-10-13T23:59:45.191109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMI' from 'https://tdm.silogroup.org/data/derivative_storage/VMI.csv'.
[2025-10-13T23:59:45.200052] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMI'.
[2025-10-13T23:59:45.200324] [INFO ] [FORECASTER] Starting predict_future for VMI
[2025-10-13T23:59:45.225990] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:45.226696] [DEBUG] [LOCAL     ] No optimal features file found for VMI: ./output/feature-sets/VMI.txt
[2025-10-13T23:59:45.226754] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:45.226787] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:45.226816] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:45.226877] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:45.244497] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:45.245100] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:45.245181] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:45.245216] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:45.282259] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:45.282379] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:45.282416] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:45.282444] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:45.285589] [DEBUG] [FORECASTER] VMI: Forecast T+1@11:T+2@11: UP (p=93.88%)
[2025-10-13T23:59:45.285878] [INFO ] [FORECASTER] Completed predict_future for VMI
[2025-10-13T23:59:45.286018] [INFO ] [sig       ] VMI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:45.429936] [INFO ] [LOCAL     ] Saved forecast: VMI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VMI.txt
[2025-10-13T23:59:45.430148] [INFO ] [sig       ] [1688/1810] Completed VMI in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 29.3s
[2025-10-13T23:59:45.430189] [INFO ] [sig       ] [1689/1810] Forecasting VMO...
[2025-10-13T23:59:45.430219] [INFO ] [sig       ] Generating forecast for: VMO
[2025-10-13T23:59:45.430250] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VMO' from 'https://tdm.silogroup.org/data/derivative_storage/VMO.csv'.
[2025-10-13T23:59:45.439030] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VMO'.
[2025-10-13T23:59:45.439298] [INFO ] [FORECASTER] Starting predict_future for VMO
[2025-10-13T23:59:45.464340] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:45.465064] [DEBUG] [LOCAL     ] No optimal features file found for VMO: ./output/feature-sets/VMO.txt
[2025-10-13T23:59:45.465126] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:45.465207] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:45.465246] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:45.465305] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:45.483029] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:45.483622] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:45.483735] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:45.483777] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:45.522371] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:45.522533] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:45.522576] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:45.522606] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:45.526013] [DEBUG] [FORECASTER] VMO: Forecast T+1@11:T+2@11: DOWN (p=13.07%)
[2025-10-13T23:59:45.526290] [INFO ] [FORECASTER] Completed predict_future for VMO
[2025-10-13T23:59:45.526428] [INFO ] [sig       ] VMO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:45.671192] [INFO ] [LOCAL     ] Saved forecast: VMO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VMO.txt
[2025-10-13T23:59:45.671438] [INFO ] [sig       ] [1689/1810] Completed VMO in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 29.1s
[2025-10-13T23:59:45.671482] [INFO ] [sig       ] [1690/1810] Forecasting VNCE...
[2025-10-13T23:59:45.671513] [INFO ] [sig       ] Generating forecast for: VNCE
[2025-10-13T23:59:45.671547] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNCE' from 'https://tdm.silogroup.org/data/derivative_storage/VNCE.csv'.
[2025-10-13T23:59:45.680269] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNCE'.
[2025-10-13T23:59:45.680569] [INFO ] [FORECASTER] Starting predict_future for VNCE
[2025-10-13T23:59:45.706136] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:45.706958] [DEBUG] [LOCAL     ] No optimal features file found for VNCE: ./output/feature-sets/VNCE.txt
[2025-10-13T23:59:45.707016] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:45.707052] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:45.707081] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:45.707141] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:45.724290] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:45.725020] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:45.725103] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:45.725138] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:45.761514] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:45.761713] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:45.761772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:45.761805] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:45.765405] [DEBUG] [FORECASTER] VNCE: Forecast T+1@11:T+2@11: UP (p=58.29%)
[2025-10-13T23:59:45.765713] [INFO ] [FORECASTER] Completed predict_future for VNCE
[2025-10-13T23:59:45.765860] [INFO ] [sig       ] VNCE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:45.908931] [INFO ] [LOCAL     ] Saved forecast: VNCE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VNCE.txt
[2025-10-13T23:59:45.909156] [INFO ] [sig       ] [1690/1810] Completed VNCE in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 28.9s
[2025-10-13T23:59:45.909198] [INFO ] [sig       ] [1691/1810] Forecasting VNO...
[2025-10-13T23:59:45.909229] [INFO ] [sig       ] Generating forecast for: VNO
[2025-10-13T23:59:45.909262] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNO' from 'https://tdm.silogroup.org/data/derivative_storage/VNO.csv'.
[2025-10-13T23:59:45.918474] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNO'.
[2025-10-13T23:59:45.918854] [INFO ] [FORECASTER] Starting predict_future for VNO
[2025-10-13T23:59:45.943639] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:45.944321] [DEBUG] [LOCAL     ] No optimal features file found for VNO: ./output/feature-sets/VNO.txt
[2025-10-13T23:59:45.944375] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:45.944408] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:45.944436] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:45.944491] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:45.961371] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:45.961947] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:45.962030] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:45.962065] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:45.992788] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:45.992873] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:45.992911] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:45.992942] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:45.995970] [DEBUG] [FORECASTER] VNO: Forecast T+1@11:T+2@11: UP (p=55.80%)
[2025-10-13T23:59:45.996290] [INFO ] [FORECASTER] Completed predict_future for VNO
[2025-10-13T23:59:45.996422] [INFO ] [sig       ] VNO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:46.135059] [INFO ] [LOCAL     ] Saved forecast: VNO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VNO.txt
[2025-10-13T23:59:46.135257] [INFO ] [sig       ] [1691/1810] Completed VNO in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 28.6s
[2025-10-13T23:59:46.135299] [INFO ] [sig       ] [1692/1810] Forecasting VNT...
[2025-10-13T23:59:46.135329] [INFO ] [sig       ] Generating forecast for: VNT
[2025-10-13T23:59:46.135361] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VNT' from 'https://tdm.silogroup.org/data/derivative_storage/VNT.csv'.
[2025-10-13T23:59:46.143510] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VNT'.
[2025-10-13T23:59:46.143802] [INFO ] [FORECASTER] Starting predict_future for VNT
[2025-10-13T23:59:46.169102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:46.169810] [DEBUG] [LOCAL     ] No optimal features file found for VNT: ./output/feature-sets/VNT.txt
[2025-10-13T23:59:46.169865] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:46.169898] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:46.169926] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:46.169983] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:46.187162] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:46.187790] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:46.187870] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:46.187903] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:46.222912] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:46.223015] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:46.223069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:46.223100] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:46.226201] [DEBUG] [FORECASTER] VNT: Forecast T+1@11:T+2@11: UP (p=87.47%)
[2025-10-13T23:59:46.226460] [INFO ] [FORECASTER] Completed predict_future for VNT
[2025-10-13T23:59:46.226581] [INFO ] [sig       ] VNT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:46.365222] [INFO ] [LOCAL     ] Saved forecast: VNT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VNT.txt
[2025-10-13T23:59:46.365407] [INFO ] [sig       ] [1692/1810] Completed VNT in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 28.4s
[2025-10-13T23:59:46.365448] [INFO ] [sig       ] [1693/1810] Forecasting VOC...
[2025-10-13T23:59:46.365478] [INFO ] [sig       ] Generating forecast for: VOC
[2025-10-13T23:59:46.365510] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VOC' from 'https://tdm.silogroup.org/data/derivative_storage/VOC.csv'.
[2025-10-13T23:59:46.373986] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VOC'.
[2025-10-13T23:59:46.374257] [INFO ] [FORECASTER] Starting predict_future for VOC
[2025-10-13T23:59:46.399058] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:46.399743] [DEBUG] [LOCAL     ] No optimal features file found for VOC: ./output/feature-sets/VOC.txt
[2025-10-13T23:59:46.399802] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:46.399839] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:46.399867] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:46.399924] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:46.416997] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:46.417561] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:46.417678] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:46.417732] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:46.449416] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:46.449497] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:46.449533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:46.449561] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:46.452571] [DEBUG] [FORECASTER] VOC: Forecast T+1@11:T+2@11: UP (p=77.03%)
[2025-10-13T23:59:46.452848] [INFO ] [FORECASTER] Completed predict_future for VOC
[2025-10-13T23:59:46.452973] [INFO ] [sig       ] VOC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:46.590906] [INFO ] [LOCAL     ] Saved forecast: VOC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VOC.txt
[2025-10-13T23:59:46.591103] [INFO ] [sig       ] [1693/1810] Completed VOC in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 28.1s
[2025-10-13T23:59:46.591146] [INFO ] [sig       ] [1694/1810] Forecasting VOYA...
[2025-10-13T23:59:46.591176] [INFO ] [sig       ] Generating forecast for: VOYA
[2025-10-13T23:59:46.591207] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VOYA' from 'https://tdm.silogroup.org/data/derivative_storage/VOYA.csv'.
[2025-10-13T23:59:46.599677] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VOYA'.
[2025-10-13T23:59:46.599950] [INFO ] [FORECASTER] Starting predict_future for VOYA
[2025-10-13T23:59:46.624515] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:46.625216] [DEBUG] [LOCAL     ] No optimal features file found for VOYA: ./output/feature-sets/VOYA.txt
[2025-10-13T23:59:46.625270] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:46.625302] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:46.625348] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:46.625406] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:46.642189] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:46.642774] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:46.642855] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:46.642888] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:46.673348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:46.673423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:46.673460] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:46.673488] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:46.676465] [DEBUG] [FORECASTER] VOYA: Forecast T+1@11:T+2@11: DOWN (p=8.76%)
[2025-10-13T23:59:46.676749] [INFO ] [FORECASTER] Completed predict_future for VOYA
[2025-10-13T23:59:46.676882] [INFO ] [sig       ] VOYA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:46.823109] [INFO ] [LOCAL     ] Saved forecast: VOYA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VOYA.txt
[2025-10-13T23:59:46.823315] [INFO ] [sig       ] [1694/1810] Completed VOYA in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 27.9s
[2025-10-13T23:59:46.823357] [INFO ] [sig       ] [1695/1810] Forecasting VPG...
[2025-10-13T23:59:46.823387] [INFO ] [sig       ] Generating forecast for: VPG
[2025-10-13T23:59:46.823419] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VPG' from 'https://tdm.silogroup.org/data/derivative_storage/VPG.csv'.
[2025-10-13T23:59:46.831397] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VPG'.
[2025-10-13T23:59:46.831682] [INFO ] [FORECASTER] Starting predict_future for VPG
[2025-10-13T23:59:46.856161] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:46.856868] [DEBUG] [LOCAL     ] No optimal features file found for VPG: ./output/feature-sets/VPG.txt
[2025-10-13T23:59:46.856924] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:46.856957] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:46.856985] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:46.857041] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:46.873931] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:46.874451] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:46.874527] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:46.874560] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:46.912550] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:46.912637] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:46.912726] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:46.912779] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:46.916324] [DEBUG] [FORECASTER] VPG: Forecast T+1@11:T+2@11: UP (p=97.73%)
[2025-10-13T23:59:46.916667] [INFO ] [FORECASTER] Completed predict_future for VPG
[2025-10-13T23:59:46.916853] [INFO ] [sig       ] VPG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:47.055868] [INFO ] [LOCAL     ] Saved forecast: VPG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VPG.txt
[2025-10-13T23:59:47.056281] [INFO ] [sig       ] [1695/1810] Completed VPG in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 27.7s
[2025-10-13T23:59:47.056341] [INFO ] [sig       ] [1696/1810] Forecasting VPV...
[2025-10-13T23:59:47.056375] [INFO ] [sig       ] Generating forecast for: VPV
[2025-10-13T23:59:47.056408] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VPV' from 'https://tdm.silogroup.org/data/derivative_storage/VPV.csv'.
[2025-10-13T23:59:47.067088] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VPV'.
[2025-10-13T23:59:47.067594] [INFO ] [FORECASTER] Starting predict_future for VPV
[2025-10-13T23:59:47.094044] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:47.094888] [DEBUG] [LOCAL     ] No optimal features file found for VPV: ./output/feature-sets/VPV.txt
[2025-10-13T23:59:47.094948] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:47.094984] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:47.095013] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:47.095072] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:47.113171] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:47.114032] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:47.114122] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:47.114158] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:47.148393] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:47.148573] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:47.148619] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:47.148684] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:47.152736] [DEBUG] [FORECASTER] VPV: Forecast T+1@11:T+2@11: UP (p=85.53%)
[2025-10-13T23:59:47.153052] [INFO ] [FORECASTER] Completed predict_future for VPV
[2025-10-13T23:59:47.153197] [INFO ] [sig       ] VPV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:47.325935] [INFO ] [LOCAL     ] Saved forecast: VPV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VPV.txt
[2025-10-13T23:59:47.326262] [INFO ] [sig       ] [1696/1810] Completed VPV in 0.3s | 4.16 sym/s | Total: 6.8m | ETA: 27.4s
[2025-10-13T23:59:47.326348] [INFO ] [sig       ] [1697/1810] Forecasting VRE...
[2025-10-13T23:59:47.326412] [INFO ] [sig       ] Generating forecast for: VRE
[2025-10-13T23:59:47.326467] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRE' from 'https://tdm.silogroup.org/data/derivative_storage/VRE.csv'.
[2025-10-13T23:59:47.336563] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRE'.
[2025-10-13T23:59:47.337143] [INFO ] [FORECASTER] Starting predict_future for VRE
[2025-10-13T23:59:47.365742] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:47.366551] [DEBUG] [LOCAL     ] No optimal features file found for VRE: ./output/feature-sets/VRE.txt
[2025-10-13T23:59:47.366609] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:47.366668] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:47.366722] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:47.366784] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:47.384430] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:47.385311] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:47.385400] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:47.385437] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:47.421632] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:47.421841] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:47.421887] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:47.421918] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:47.425775] [DEBUG] [FORECASTER] VRE: Forecast T+1@11:T+2@11: UP (p=98.53%)
[2025-10-13T23:59:47.426157] [INFO ] [FORECASTER] Completed predict_future for VRE
[2025-10-13T23:59:47.426311] [INFO ] [sig       ] VRE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:47.573084] [INFO ] [LOCAL     ] Saved forecast: VRE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VRE.txt
[2025-10-13T23:59:47.573330] [INFO ] [sig       ] [1697/1810] Completed VRE in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 27.2s
[2025-10-13T23:59:47.573374] [INFO ] [sig       ] [1698/1810] Forecasting VRT...
[2025-10-13T23:59:47.573408] [INFO ] [sig       ] Generating forecast for: VRT
[2025-10-13T23:59:47.573470] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRT' from 'https://tdm.silogroup.org/data/derivative_storage/VRT.csv'.
[2025-10-13T23:59:47.583956] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRT'.
[2025-10-13T23:59:47.584375] [INFO ] [FORECASTER] Starting predict_future for VRT
[2025-10-13T23:59:47.610897] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:47.611929] [DEBUG] [LOCAL     ] No optimal features file found for VRT: ./output/feature-sets/VRT.txt
[2025-10-13T23:59:47.611984] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:47.612019] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:47.612047] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:47.612104] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:47.629267] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:47.630155] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:47.630243] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:47.630278] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:47.671175] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:47.671386] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:47.671462] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:47.671517] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:47.675483] [DEBUG] [FORECASTER] VRT: Forecast T+1@11:T+2@11: UP (p=79.52%)
[2025-10-13T23:59:47.675852] [INFO ] [FORECASTER] Completed predict_future for VRT
[2025-10-13T23:59:47.675994] [INFO ] [sig       ] VRT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:47.819447] [INFO ] [LOCAL     ] Saved forecast: VRT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VRT.txt
[2025-10-13T23:59:47.819778] [INFO ] [sig       ] [1698/1810] Completed VRT in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 26.9s
[2025-10-13T23:59:47.819841] [INFO ] [sig       ] [1699/1810] Forecasting VRTS...
[2025-10-13T23:59:47.819876] [INFO ] [sig       ] Generating forecast for: VRTS
[2025-10-13T23:59:47.819959] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VRTS' from 'https://tdm.silogroup.org/data/derivative_storage/VRTS.csv'.
[2025-10-13T23:59:47.829091] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VRTS'.
[2025-10-13T23:59:47.829444] [INFO ] [FORECASTER] Starting predict_future for VRTS
[2025-10-13T23:59:47.855882] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:47.856676] [DEBUG] [LOCAL     ] No optimal features file found for VRTS: ./output/feature-sets/VRTS.txt
[2025-10-13T23:59:47.856734] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:47.856769] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:47.856797] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:47.856854] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:47.874201] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:47.875104] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:47.875187] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:47.875221] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:47.910564] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:47.910766] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:47.910841] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:47.910874] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:47.914340] [DEBUG] [FORECASTER] VRTS: Forecast T+1@11:T+2@11: DOWN (p=6.07%)
[2025-10-13T23:59:47.914632] [INFO ] [FORECASTER] Completed predict_future for VRTS
[2025-10-13T23:59:47.914806] [INFO ] [sig       ] VRTS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:48.061738] [INFO ] [LOCAL     ] Saved forecast: VRTS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VRTS.txt
[2025-10-13T23:59:48.061980] [INFO ] [sig       ] [1699/1810] Completed VRTS in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 26.7s
[2025-10-13T23:59:48.062021] [INFO ] [sig       ] [1700/1810] Forecasting VSCO...
[2025-10-13T23:59:48.062052] [INFO ] [sig       ] Generating forecast for: VSCO
[2025-10-13T23:59:48.062084] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSCO' from 'https://tdm.silogroup.org/data/derivative_storage/VSCO.csv'.
[2025-10-13T23:59:48.070665] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSCO'.
[2025-10-13T23:59:48.070973] [INFO ] [FORECASTER] Starting predict_future for VSCO
[2025-10-13T23:59:48.096589] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:48.097552] [DEBUG] [LOCAL     ] No optimal features file found for VSCO: ./output/feature-sets/VSCO.txt
[2025-10-13T23:59:48.097619] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:48.097696] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:48.097751] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:48.097819] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:48.115639] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:48.116787] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:48.116908] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:48.116953] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:48.155273] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:48.155452] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:48.155496] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:48.155526] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:48.159258] [DEBUG] [FORECASTER] VSCO: Forecast T+1@11:T+2@11: UP (p=95.25%)
[2025-10-13T23:59:48.159563] [INFO ] [FORECASTER] Completed predict_future for VSCO
[2025-10-13T23:59:48.159746] [INFO ] [sig       ] VSCO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:48.311138] [INFO ] [LOCAL     ] Saved forecast: VSCO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VSCO.txt
[2025-10-13T23:59:48.311384] [INFO ] [sig       ] [1700/1810] Completed VSCO in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 26.5s
[2025-10-13T23:59:48.311428] [INFO ] [sig       ] [1701/1810] Forecasting VSH...
[2025-10-13T23:59:48.311460] [INFO ] [sig       ] Generating forecast for: VSH
[2025-10-13T23:59:48.311492] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VSH' from 'https://tdm.silogroup.org/data/derivative_storage/VSH.csv'.
[2025-10-13T23:59:48.321064] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VSH'.
[2025-10-13T23:59:48.321444] [INFO ] [FORECASTER] Starting predict_future for VSH
[2025-10-13T23:59:48.346261] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:48.347066] [DEBUG] [LOCAL     ] No optimal features file found for VSH: ./output/feature-sets/VSH.txt
[2025-10-13T23:59:48.347121] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:48.347156] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:48.347205] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:48.347263] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:48.364243] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:48.365071] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:48.365156] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:48.365191] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:48.401754] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:48.401953] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:48.402000] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:48.402032] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:48.405662] [DEBUG] [FORECASTER] VSH: Forecast T+1@11:T+2@11: UP (p=97.72%)
[2025-10-13T23:59:48.405952] [INFO ] [FORECASTER] Completed predict_future for VSH
[2025-10-13T23:59:48.406086] [INFO ] [sig       ] VSH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:48.548526] [INFO ] [LOCAL     ] Saved forecast: VSH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VSH.txt
[2025-10-13T23:59:48.548790] [INFO ] [sig       ] [1701/1810] Completed VSH in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 26.2s
[2025-10-13T23:59:48.548852] [INFO ] [sig       ] [1702/1810] Forecasting VST...
[2025-10-13T23:59:48.548886] [INFO ] [sig       ] Generating forecast for: VST
[2025-10-13T23:59:48.548918] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VST' from 'https://tdm.silogroup.org/data/derivative_storage/VST.csv'.
[2025-10-13T23:59:48.558594] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VST'.
[2025-10-13T23:59:48.559016] [INFO ] [FORECASTER] Starting predict_future for VST
[2025-10-13T23:59:48.584240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:48.585154] [DEBUG] [LOCAL     ] No optimal features file found for VST: ./output/feature-sets/VST.txt
[2025-10-13T23:59:48.585255] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:48.585296] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:48.585326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:48.585383] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:48.602377] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:48.603092] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:48.603175] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:48.603209] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:48.643011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:48.643222] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:48.643287] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:48.643320] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:48.647214] [DEBUG] [FORECASTER] VST: Forecast T+1@11:T+2@11: UP (p=52.11%)
[2025-10-13T23:59:48.647580] [INFO ] [FORECASTER] Completed predict_future for VST
[2025-10-13T23:59:48.647763] [INFO ] [sig       ] VST: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:48.787932] [INFO ] [LOCAL     ] Saved forecast: VST	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VST.txt
[2025-10-13T23:59:48.788185] [INFO ] [sig       ] [1702/1810] Completed VST in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 26.0s
[2025-10-13T23:59:48.788245] [INFO ] [sig       ] [1703/1810] Forecasting VTEX...
[2025-10-13T23:59:48.788279] [INFO ] [sig       ] Generating forecast for: VTEX
[2025-10-13T23:59:48.788313] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTEX' from 'https://tdm.silogroup.org/data/derivative_storage/VTEX.csv'.
[2025-10-13T23:59:48.797275] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTEX'.
[2025-10-13T23:59:48.797609] [INFO ] [FORECASTER] Starting predict_future for VTEX
[2025-10-13T23:59:48.822247] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:48.823007] [DEBUG] [LOCAL     ] No optimal features file found for VTEX: ./output/feature-sets/VTEX.txt
[2025-10-13T23:59:48.823062] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:48.823096] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:48.823125] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:48.823181] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:48.840037] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:48.840667] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:48.840750] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:48.840784] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:48.874953] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:48.875051] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:48.875088] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:48.875117] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:48.878246] [DEBUG] [FORECASTER] VTEX: Forecast T+1@11:T+2@11: DOWN (p=4.16%)
[2025-10-13T23:59:48.878497] [INFO ] [FORECASTER] Completed predict_future for VTEX
[2025-10-13T23:59:48.878623] [INFO ] [sig       ] VTEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:49.016890] [INFO ] [LOCAL     ] Saved forecast: VTEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VTEX.txt
[2025-10-13T23:59:49.017087] [INFO ] [sig       ] [1703/1810] Completed VTEX in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 25.7s
[2025-10-13T23:59:49.017127] [INFO ] [sig       ] [1704/1810] Forecasting VTLE...
[2025-10-13T23:59:49.017158] [INFO ] [sig       ] Generating forecast for: VTLE
[2025-10-13T23:59:49.017189] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTLE' from 'https://tdm.silogroup.org/data/derivative_storage/VTLE.csv'.
[2025-10-13T23:59:49.026498] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTLE'.
[2025-10-13T23:59:49.026815] [INFO ] [FORECASTER] Starting predict_future for VTLE
[2025-10-13T23:59:49.051231] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:49.051954] [DEBUG] [LOCAL     ] No optimal features file found for VTLE: ./output/feature-sets/VTLE.txt
[2025-10-13T23:59:49.052008] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:49.052042] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:49.052070] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:49.052126] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:49.069131] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:49.069674] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:49.069757] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:49.069791] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:49.103026] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:49.103111] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:49.103148] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:49.103177] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:49.106213] [DEBUG] [FORECASTER] VTLE: Forecast T+1@11:T+2@11: UP (p=96.12%)
[2025-10-13T23:59:49.106461] [INFO ] [FORECASTER] Completed predict_future for VTLE
[2025-10-13T23:59:49.106583] [INFO ] [sig       ] VTLE: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:49.244803] [INFO ] [LOCAL     ] Saved forecast: VTLE	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VTLE.txt
[2025-10-13T23:59:49.245017] [INFO ] [sig       ] [1704/1810] Completed VTLE in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 25.5s
[2025-10-13T23:59:49.245060] [INFO ] [sig       ] [1705/1810] Forecasting VTMX...
[2025-10-13T23:59:49.245091] [INFO ] [sig       ] Generating forecast for: VTMX
[2025-10-13T23:59:49.245122] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTMX' from 'https://tdm.silogroup.org/data/derivative_storage/VTMX.csv'.
[2025-10-13T23:59:49.253161] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTMX'.
[2025-10-13T23:59:49.253429] [INFO ] [FORECASTER] Starting predict_future for VTMX
[2025-10-13T23:59:49.277812] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:49.278475] [DEBUG] [LOCAL     ] No optimal features file found for VTMX: ./output/feature-sets/VTMX.txt
[2025-10-13T23:59:49.278529] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:49.278561] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:49.278590] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:49.278667] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:49.295503] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:49.296055] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:49.296166] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:49.296206] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:49.333344] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:49.333447] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:49.333485] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:49.333514] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:49.336706] [DEBUG] [FORECASTER] VTMX: Forecast T+1@11:T+2@11: DOWN (p=49.47%)
[2025-10-13T23:59:49.336965] [INFO ] [FORECASTER] Completed predict_future for VTMX
[2025-10-13T23:59:49.337087] [INFO ] [sig       ] VTMX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:49.475147] [INFO ] [LOCAL     ] Saved forecast: VTMX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VTMX.txt
[2025-10-13T23:59:49.475343] [INFO ] [sig       ] [1705/1810] Completed VTMX in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 25.2s
[2025-10-13T23:59:49.475383] [INFO ] [sig       ] [1706/1810] Forecasting VTN...
[2025-10-13T23:59:49.475414] [INFO ] [sig       ] Generating forecast for: VTN
[2025-10-13T23:59:49.475445] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTN' from 'https://tdm.silogroup.org/data/derivative_storage/VTN.csv'.
[2025-10-13T23:59:49.483696] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTN'.
[2025-10-13T23:59:49.483967] [INFO ] [FORECASTER] Starting predict_future for VTN
[2025-10-13T23:59:49.509021] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:49.509731] [DEBUG] [LOCAL     ] No optimal features file found for VTN: ./output/feature-sets/VTN.txt
[2025-10-13T23:59:49.509786] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:49.509820] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:49.509849] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:49.509906] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:49.527345] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:49.527937] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:49.528016] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:49.528049] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:49.561550] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:49.561623] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:49.561711] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:49.561755] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:49.564691] [DEBUG] [FORECASTER] VTN: Forecast T+1@11:T+2@11: UP (p=90.14%)
[2025-10-13T23:59:49.564939] [INFO ] [FORECASTER] Completed predict_future for VTN
[2025-10-13T23:59:49.565062] [INFO ] [sig       ] VTN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:49.704241] [INFO ] [LOCAL     ] Saved forecast: VTN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VTN.txt
[2025-10-13T23:59:49.704454] [INFO ] [sig       ] [1706/1810] Completed VTN in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 25.0s
[2025-10-13T23:59:49.704494] [INFO ] [sig       ] [1707/1810] Forecasting VTOL...
[2025-10-13T23:59:49.704524] [INFO ] [sig       ] Generating forecast for: VTOL
[2025-10-13T23:59:49.704556] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTOL' from 'https://tdm.silogroup.org/data/derivative_storage/VTOL.csv'.
[2025-10-13T23:59:49.713427] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTOL'.
[2025-10-13T23:59:49.713714] [INFO ] [FORECASTER] Starting predict_future for VTOL
[2025-10-13T23:59:49.738579] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:49.739276] [DEBUG] [LOCAL     ] No optimal features file found for VTOL: ./output/feature-sets/VTOL.txt
[2025-10-13T23:59:49.739329] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:49.739363] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:49.739392] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:49.739449] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:49.757140] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:49.757749] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:49.757828] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:49.757861] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:49.795245] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:49.795377] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:49.795435] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:49.795468] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:49.798936] [DEBUG] [FORECASTER] VTOL: Forecast T+1@11:T+2@11: UP (p=64.55%)
[2025-10-13T23:59:49.799222] [INFO ] [FORECASTER] Completed predict_future for VTOL
[2025-10-13T23:59:49.799355] [INFO ] [sig       ] VTOL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:49.939726] [INFO ] [LOCAL     ] Saved forecast: VTOL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VTOL.txt
[2025-10-13T23:59:49.939938] [INFO ] [sig       ] [1707/1810] Completed VTOL in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 24.8s
[2025-10-13T23:59:49.939979] [INFO ] [sig       ] [1708/1810] Forecasting VTR...
[2025-10-13T23:59:49.940009] [INFO ] [sig       ] Generating forecast for: VTR
[2025-10-13T23:59:49.940040] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTR' from 'https://tdm.silogroup.org/data/derivative_storage/VTR.csv'.
[2025-10-13T23:59:49.949077] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTR'.
[2025-10-13T23:59:49.949341] [INFO ] [FORECASTER] Starting predict_future for VTR
[2025-10-13T23:59:49.974231] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:49.974964] [DEBUG] [LOCAL     ] No optimal features file found for VTR: ./output/feature-sets/VTR.txt
[2025-10-13T23:59:49.975018] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:49.975052] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:49.975097] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:49.975156] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:49.992415] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:49.992995] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:49.993072] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:49.993106] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:50.028985] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:50.029088] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:50.029125] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:50.029155] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:50.036051] [DEBUG] [FORECASTER] VTR: Forecast T+1@11:T+2@11: UP (p=60.65%)
[2025-10-13T23:59:50.036305] [INFO ] [FORECASTER] Completed predict_future for VTR
[2025-10-13T23:59:50.036430] [INFO ] [sig       ] VTR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:50.180117] [INFO ] [LOCAL     ] Saved forecast: VTR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VTR.txt
[2025-10-13T23:59:50.180362] [INFO ] [sig       ] [1708/1810] Completed VTR in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 24.5s
[2025-10-13T23:59:50.180404] [INFO ] [sig       ] [1709/1810] Forecasting VTS...
[2025-10-13T23:59:50.180435] [INFO ] [sig       ] Generating forecast for: VTS
[2025-10-13T23:59:50.180468] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VTS' from 'https://tdm.silogroup.org/data/derivative_storage/VTS.csv'.
[2025-10-13T23:59:50.188878] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VTS'.
[2025-10-13T23:59:50.189133] [INFO ] [FORECASTER] Starting predict_future for VTS
[2025-10-13T23:59:50.213575] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:50.214275] [DEBUG] [LOCAL     ] No optimal features file found for VTS: ./output/feature-sets/VTS.txt
[2025-10-13T23:59:50.214330] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:50.214363] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:50.214392] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:50.214449] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:50.231820] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:50.232352] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:50.232432] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:50.232466] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:50.267191] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:50.267272] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:50.267307] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:50.267335] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:50.270368] [DEBUG] [FORECASTER] VTS: Forecast T+1@11:T+2@11: UP (p=95.98%)
[2025-10-13T23:59:50.270609] [INFO ] [FORECASTER] Completed predict_future for VTS
[2025-10-13T23:59:50.270775] [INFO ] [sig       ] VTS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:50.411207] [INFO ] [LOCAL     ] Saved forecast: VTS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/VTS.txt
[2025-10-13T23:59:50.411447] [INFO ] [sig       ] [1709/1810] Completed VTS in 0.2s | 4.16 sym/s | Total: 6.8m | ETA: 24.3s
[2025-10-13T23:59:50.411488] [INFO ] [sig       ] [1710/1810] Forecasting VVR...
[2025-10-13T23:59:50.411519] [INFO ] [sig       ] Generating forecast for: VVR
[2025-10-13T23:59:50.411551] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVR' from 'https://tdm.silogroup.org/data/derivative_storage/VVR.csv'.
[2025-10-13T23:59:50.421284] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVR'.
[2025-10-13T23:59:50.421637] [INFO ] [FORECASTER] Starting predict_future for VVR
[2025-10-13T23:59:50.446974] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:50.447842] [DEBUG] [LOCAL     ] No optimal features file found for VVR: ./output/feature-sets/VVR.txt
[2025-10-13T23:59:50.447900] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:50.447934] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:50.447964] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:50.448021] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:50.465462] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:50.466140] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:50.466222] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:50.466258] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:50.505594] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:50.505794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:50.505844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:50.505876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:50.509415] [DEBUG] [FORECASTER] VVR: Forecast T+1@11:T+2@11: DOWN (p=2.83%)
[2025-10-13T23:59:50.509745] [INFO ] [FORECASTER] Completed predict_future for VVR
[2025-10-13T23:59:50.509909] [INFO ] [sig       ] VVR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:50.654258] [INFO ] [LOCAL     ] Saved forecast: VVR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VVR.txt
[2025-10-13T23:59:50.654548] [INFO ] [sig       ] [1710/1810] Completed VVR in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 24.0s
[2025-10-13T23:59:50.654602] [INFO ] [sig       ] [1711/1810] Forecasting VVV...
[2025-10-13T23:59:50.654635] [INFO ] [sig       ] Generating forecast for: VVV
[2025-10-13T23:59:50.654712] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVV' from 'https://tdm.silogroup.org/data/derivative_storage/VVV.csv'.
[2025-10-13T23:59:50.665206] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVV'.
[2025-10-13T23:59:50.665603] [INFO ] [FORECASTER] Starting predict_future for VVV
[2025-10-13T23:59:50.694566] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:50.695394] [DEBUG] [LOCAL     ] No optimal features file found for VVV: ./output/feature-sets/VVV.txt
[2025-10-13T23:59:50.695452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:50.695487] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:50.695515] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:50.695572] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:50.716317] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:50.717027] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:50.717113] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:50.717148] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:50.758011] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:50.758162] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:50.758220] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:50.758253] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:50.761580] [DEBUG] [FORECASTER] VVV: Forecast T+1@11:T+2@11: DOWN (p=3.30%)
[2025-10-13T23:59:50.761905] [INFO ] [FORECASTER] Completed predict_future for VVV
[2025-10-13T23:59:50.762046] [INFO ] [sig       ] VVV: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:50.924262] [INFO ] [LOCAL     ] Saved forecast: VVV	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VVV.txt
[2025-10-13T23:59:50.924530] [INFO ] [sig       ] [1711/1810] Completed VVV in 0.3s | 4.16 sym/s | Total: 6.9m | ETA: 23.8s
[2025-10-13T23:59:50.924617] [INFO ] [sig       ] [1712/1810] Forecasting VVX...
[2025-10-13T23:59:50.924691] [INFO ] [sig       ] Generating forecast for: VVX
[2025-10-13T23:59:50.924742] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VVX' from 'https://tdm.silogroup.org/data/derivative_storage/VVX.csv'.
[2025-10-13T23:59:50.933861] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VVX'.
[2025-10-13T23:59:50.934231] [INFO ] [FORECASTER] Starting predict_future for VVX
[2025-10-13T23:59:50.961809] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:50.962628] [DEBUG] [LOCAL     ] No optimal features file found for VVX: ./output/feature-sets/VVX.txt
[2025-10-13T23:59:50.962713] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:50.962760] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:50.962818] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:50.962885] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:50.984360] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:50.985118] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:50.985206] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:50.985242] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:51.023041] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:51.023224] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:51.023269] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:51.023299] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:51.026866] [DEBUG] [FORECASTER] VVX: Forecast T+1@11:T+2@11: DOWN (p=28.43%)
[2025-10-13T23:59:51.027146] [INFO ] [FORECASTER] Completed predict_future for VVX
[2025-10-13T23:59:51.027285] [INFO ] [sig       ] VVX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:51.165110] [INFO ] [LOCAL     ] Saved forecast: VVX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VVX.txt
[2025-10-13T23:59:51.165344] [INFO ] [sig       ] [1712/1810] Completed VVX in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 23.6s
[2025-10-13T23:59:51.165386] [INFO ] [sig       ] [1713/1810] Forecasting VYX...
[2025-10-13T23:59:51.165417] [INFO ] [sig       ] Generating forecast for: VYX
[2025-10-13T23:59:51.165450] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VYX' from 'https://tdm.silogroup.org/data/derivative_storage/VYX.csv'.
[2025-10-13T23:59:51.174106] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VYX'.
[2025-10-13T23:59:51.174386] [INFO ] [FORECASTER] Starting predict_future for VYX
[2025-10-13T23:59:51.198951] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:51.199625] [DEBUG] [LOCAL     ] No optimal features file found for VYX: ./output/feature-sets/VYX.txt
[2025-10-13T23:59:51.199704] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:51.199746] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:51.199775] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:51.199831] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:51.216513] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:51.217125] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:51.217205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:51.217240] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:51.251451] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:51.251548] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:51.251605] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:51.251636] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:51.254790] [DEBUG] [FORECASTER] VYX: Forecast T+1@11:T+2@11: DOWN (p=5.69%)
[2025-10-13T23:59:51.255046] [INFO ] [FORECASTER] Completed predict_future for VYX
[2025-10-13T23:59:51.255175] [INFO ] [sig       ] VYX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:51.393286] [INFO ] [LOCAL     ] Saved forecast: VYX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VYX.txt
[2025-10-13T23:59:51.393539] [INFO ] [sig       ] [1713/1810] Completed VYX in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 23.3s
[2025-10-13T23:59:51.393581] [INFO ] [sig       ] [1714/1810] Forecasting VZ...
[2025-10-13T23:59:51.393612] [INFO ] [sig       ] Generating forecast for: VZ
[2025-10-13T23:59:51.393666] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'VZ' from 'https://tdm.silogroup.org/data/derivative_storage/VZ.csv'.
[2025-10-13T23:59:51.403013] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'VZ'.
[2025-10-13T23:59:51.403378] [INFO ] [FORECASTER] Starting predict_future for VZ
[2025-10-13T23:59:51.428169] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:51.428987] [DEBUG] [LOCAL     ] No optimal features file found for VZ: ./output/feature-sets/VZ.txt
[2025-10-13T23:59:51.429044] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:51.429079] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:51.429107] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:51.429164] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:51.446013] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:51.446754] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:51.446839] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:51.446872] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:51.482055] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:51.482239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:51.482284] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:51.482314] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:51.485902] [DEBUG] [FORECASTER] VZ: Forecast T+1@11:T+2@11: DOWN (p=5.27%)
[2025-10-13T23:59:51.486175] [INFO ] [FORECASTER] Completed predict_future for VZ
[2025-10-13T23:59:51.486308] [INFO ] [sig       ] VZ: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:51.625360] [INFO ] [LOCAL     ] Saved forecast: VZ	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/VZ.txt
[2025-10-13T23:59:51.625549] [INFO ] [sig       ] [1714/1810] Completed VZ in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 23.1s
[2025-10-13T23:59:51.625590] [INFO ] [sig       ] [1715/1810] Forecasting W...
[2025-10-13T23:59:51.625621] [INFO ] [sig       ] Generating forecast for: W
[2025-10-13T23:59:51.625685] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'W' from 'https://tdm.silogroup.org/data/derivative_storage/W.csv'.
[2025-10-13T23:59:51.634802] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'W'.
[2025-10-13T23:59:51.635062] [INFO ] [FORECASTER] Starting predict_future for W
[2025-10-13T23:59:51.659530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:51.660255] [DEBUG] [LOCAL     ] No optimal features file found for W: ./output/feature-sets/W.txt
[2025-10-13T23:59:51.660311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:51.660344] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:51.660372] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:51.660443] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:51.677605] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:51.678162] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:51.678239] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:51.678273] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:51.715098] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:51.715172] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:51.715207] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:51.715235] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:51.718217] [DEBUG] [FORECASTER] W: Forecast T+1@11:T+2@11: DOWN (p=0.43%)
[2025-10-13T23:59:51.718461] [INFO ] [FORECASTER] Completed predict_future for W
[2025-10-13T23:59:51.718598] [INFO ] [sig       ] W: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:51.857914] [INFO ] [LOCAL     ] Saved forecast: W	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/W.txt
[2025-10-13T23:59:51.858113] [INFO ] [sig       ] [1715/1810] Completed W in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 22.8s
[2025-10-13T23:59:51.858156] [INFO ] [sig       ] [1716/1810] Forecasting WAB...
[2025-10-13T23:59:51.858188] [INFO ] [sig       ] Generating forecast for: WAB
[2025-10-13T23:59:51.858222] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAB' from 'https://tdm.silogroup.org/data/derivative_storage/WAB.csv'.
[2025-10-13T23:59:51.867671] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAB'.
[2025-10-13T23:59:51.868001] [INFO ] [FORECASTER] Starting predict_future for WAB
[2025-10-13T23:59:51.896443] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:51.897210] [DEBUG] [LOCAL     ] No optimal features file found for WAB: ./output/feature-sets/WAB.txt
[2025-10-13T23:59:51.897264] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:51.897298] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:51.897326] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:51.897382] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:51.914422] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:51.914979] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:51.915059] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:51.915092] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:51.950558] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:51.950634] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:51.950709] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:51.950746] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:51.953703] [DEBUG] [FORECASTER] WAB: Forecast T+1@11:T+2@11: UP (p=62.81%)
[2025-10-13T23:59:51.953954] [INFO ] [FORECASTER] Completed predict_future for WAB
[2025-10-13T23:59:51.954083] [INFO ] [sig       ] WAB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:52.092842] [INFO ] [LOCAL     ] Saved forecast: WAB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WAB.txt
[2025-10-13T23:59:52.093028] [INFO ] [sig       ] [1716/1810] Completed WAB in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 22.6s
[2025-10-13T23:59:52.093068] [INFO ] [sig       ] [1717/1810] Forecasting WAL...
[2025-10-13T23:59:52.093100] [INFO ] [sig       ] Generating forecast for: WAL
[2025-10-13T23:59:52.093132] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAL' from 'https://tdm.silogroup.org/data/derivative_storage/WAL.csv'.
[2025-10-13T23:59:52.103105] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAL'.
[2025-10-13T23:59:52.103513] [INFO ] [FORECASTER] Starting predict_future for WAL
[2025-10-13T23:59:52.132734] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:52.133519] [DEBUG] [LOCAL     ] No optimal features file found for WAL: ./output/feature-sets/WAL.txt
[2025-10-13T23:59:52.133576] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:52.133611] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:52.133640] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:52.133757] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:52.153442] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:52.154272] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:52.154382] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:52.154427] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:52.194032] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:52.194197] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:52.194254] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:52.194286] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:52.197928] [DEBUG] [FORECASTER] WAL: Forecast T+1@11:T+2@11: UP (p=73.03%)
[2025-10-13T23:59:52.198246] [INFO ] [FORECASTER] Completed predict_future for WAL
[2025-10-13T23:59:52.198424] [INFO ] [sig       ] WAL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:52.368442] [INFO ] [LOCAL     ] Saved forecast: WAL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WAL.txt
[2025-10-13T23:59:52.368716] [INFO ] [sig       ] [1717/1810] Completed WAL in 0.3s | 4.16 sym/s | Total: 6.9m | ETA: 22.4s
[2025-10-13T23:59:52.368777] [INFO ] [sig       ] [1718/1810] Forecasting WAT...
[2025-10-13T23:59:52.368810] [INFO ] [sig       ] Generating forecast for: WAT
[2025-10-13T23:59:52.368842] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WAT' from 'https://tdm.silogroup.org/data/derivative_storage/WAT.csv'.
[2025-10-13T23:59:52.378358] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WAT'.
[2025-10-13T23:59:52.378772] [INFO ] [FORECASTER] Starting predict_future for WAT
[2025-10-13T23:59:52.404515] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:52.405371] [DEBUG] [LOCAL     ] No optimal features file found for WAT: ./output/feature-sets/WAT.txt
[2025-10-13T23:59:52.405427] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:52.405462] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:52.405490] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:52.405547] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:52.423926] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:52.424897] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:52.424981] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:52.425016] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:52.462462] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:52.462667] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:52.462731] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:52.462764] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:52.466395] [DEBUG] [FORECASTER] WAT: Forecast T+1@11:T+2@11: UP (p=92.93%)
[2025-10-13T23:59:52.466814] [INFO ] [FORECASTER] Completed predict_future for WAT
[2025-10-13T23:59:52.466965] [INFO ] [sig       ] WAT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:52.607672] [INFO ] [LOCAL     ] Saved forecast: WAT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WAT.txt
[2025-10-13T23:59:52.607899] [INFO ] [sig       ] [1718/1810] Completed WAT in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 22.1s
[2025-10-13T23:59:52.607951] [INFO ] [sig       ] [1719/1810] Forecasting WBS...
[2025-10-13T23:59:52.607983] [INFO ] [sig       ] Generating forecast for: WBS
[2025-10-13T23:59:52.608015] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WBS' from 'https://tdm.silogroup.org/data/derivative_storage/WBS.csv'.
[2025-10-13T23:59:52.617267] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WBS'.
[2025-10-13T23:59:52.617708] [INFO ] [FORECASTER] Starting predict_future for WBS
[2025-10-13T23:59:52.642559] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:52.643295] [DEBUG] [LOCAL     ] No optimal features file found for WBS: ./output/feature-sets/WBS.txt
[2025-10-13T23:59:52.643350] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:52.643385] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:52.643413] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:52.643470] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:52.663905] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:52.664855] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:52.664966] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:52.665001] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:52.702255] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:52.702408] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:52.702450] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:52.702479] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:52.705928] [DEBUG] [FORECASTER] WBS: Forecast T+1@11:T+2@11: DOWN (p=16.19%)
[2025-10-13T23:59:52.706212] [INFO ] [FORECASTER] Completed predict_future for WBS
[2025-10-13T23:59:52.706347] [INFO ] [sig       ] WBS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:52.846406] [INFO ] [LOCAL     ] Saved forecast: WBS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WBS.txt
[2025-10-13T23:59:52.846747] [INFO ] [sig       ] [1719/1810] Completed WBS in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 21.9s
[2025-10-13T23:59:52.846809] [INFO ] [sig       ] [1720/1810] Forecasting WBX...
[2025-10-13T23:59:52.846844] [INFO ] [sig       ] Generating forecast for: WBX
[2025-10-13T23:59:52.846878] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WBX' from 'https://tdm.silogroup.org/data/derivative_storage/WBX.csv'.
[2025-10-13T23:59:52.855846] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WBX'.
[2025-10-13T23:59:52.856186] [INFO ] [FORECASTER] Starting predict_future for WBX
[2025-10-13T23:59:52.881722] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:52.882478] [DEBUG] [LOCAL     ] No optimal features file found for WBX: ./output/feature-sets/WBX.txt
[2025-10-13T23:59:52.882533] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:52.882567] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:52.882595] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:52.882674] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:52.899900] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:52.900529] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:52.900611] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:52.900670] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:52.938348] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:52.938519] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:52.938563] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:52.938617] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:52.942045] [DEBUG] [FORECASTER] WBX: Forecast T+1@11:T+2@11: DOWN (p=38.73%)
[2025-10-13T23:59:52.942311] [INFO ] [FORECASTER] Completed predict_future for WBX
[2025-10-13T23:59:52.942447] [INFO ] [sig       ] WBX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:53.084218] [INFO ] [LOCAL     ] Saved forecast: WBX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WBX.txt
[2025-10-13T23:59:53.084461] [INFO ] [sig       ] [1720/1810] Completed WBX in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 21.6s
[2025-10-13T23:59:53.084505] [INFO ] [sig       ] [1721/1810] Forecasting WCC...
[2025-10-13T23:59:53.084536] [INFO ] [sig       ] Generating forecast for: WCC
[2025-10-13T23:59:53.084569] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WCC' from 'https://tdm.silogroup.org/data/derivative_storage/WCC.csv'.
[2025-10-13T23:59:53.093488] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WCC'.
[2025-10-13T23:59:53.093851] [INFO ] [FORECASTER] Starting predict_future for WCC
[2025-10-13T23:59:53.118709] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:53.119504] [DEBUG] [LOCAL     ] No optimal features file found for WCC: ./output/feature-sets/WCC.txt
[2025-10-13T23:59:53.119560] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:53.119595] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:53.119625] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:53.119720] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:53.137494] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:53.138291] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:53.138374] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:53.138409] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:53.174691] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:53.174850] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:53.174892] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:53.174955] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:53.180949] [DEBUG] [FORECASTER] WCC: Forecast T+1@11:T+2@11: UP (p=78.81%)
[2025-10-13T23:59:53.181216] [INFO ] [FORECASTER] Completed predict_future for WCC
[2025-10-13T23:59:53.181344] [INFO ] [sig       ] WCC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:53.320868] [INFO ] [LOCAL     ] Saved forecast: WCC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WCC.txt
[2025-10-13T23:59:53.321105] [INFO ] [sig       ] [1721/1810] Completed WCC in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 21.4s
[2025-10-13T23:59:53.321154] [INFO ] [sig       ] [1722/1810] Forecasting WCN...
[2025-10-13T23:59:53.321185] [INFO ] [sig       ] Generating forecast for: WCN
[2025-10-13T23:59:53.321216] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WCN' from 'https://tdm.silogroup.org/data/derivative_storage/WCN.csv'.
[2025-10-13T23:59:53.330180] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WCN'.
[2025-10-13T23:59:53.330433] [INFO ] [FORECASTER] Starting predict_future for WCN
[2025-10-13T23:59:53.354683] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:53.355336] [DEBUG] [LOCAL     ] No optimal features file found for WCN: ./output/feature-sets/WCN.txt
[2025-10-13T23:59:53.355390] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:53.355423] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:53.355451] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:53.355507] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:53.372231] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:53.372791] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:53.372868] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:53.372902] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:53.411337] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:53.411479] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:53.411537] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:53.411571] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:53.415057] [DEBUG] [FORECASTER] WCN: Forecast T+1@11:T+2@11: UP (p=89.07%)
[2025-10-13T23:59:53.415352] [INFO ] [FORECASTER] Completed predict_future for WCN
[2025-10-13T23:59:53.415498] [INFO ] [sig       ] WCN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:53.555763] [INFO ] [LOCAL     ] Saved forecast: WCN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WCN.txt
[2025-10-13T23:59:53.555977] [INFO ] [sig       ] [1722/1810] Completed WCN in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 21.2s
[2025-10-13T23:59:53.556039] [INFO ] [sig       ] [1723/1810] Forecasting WD...
[2025-10-13T23:59:53.556073] [INFO ] [sig       ] Generating forecast for: WD
[2025-10-13T23:59:53.556105] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WD' from 'https://tdm.silogroup.org/data/derivative_storage/WD.csv'.
[2025-10-13T23:59:53.564974] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WD'.
[2025-10-13T23:59:53.565223] [INFO ] [FORECASTER] Starting predict_future for WD
[2025-10-13T23:59:53.589899] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:53.590576] [DEBUG] [LOCAL     ] No optimal features file found for WD: ./output/feature-sets/WD.txt
[2025-10-13T23:59:53.590635] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:53.590709] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:53.590745] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:53.590802] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:53.607933] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:53.608467] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:53.608543] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:53.608577] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:53.645291] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:53.645366] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:53.645401] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:53.645429] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:53.648424] [DEBUG] [FORECASTER] WD: Forecast T+1@11:T+2@11: DOWN (p=34.01%)
[2025-10-13T23:59:53.648692] [INFO ] [FORECASTER] Completed predict_future for WD
[2025-10-13T23:59:53.648826] [INFO ] [sig       ] WD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:53.788060] [INFO ] [LOCAL     ] Saved forecast: WD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WD.txt
[2025-10-13T23:59:53.788238] [INFO ] [sig       ] [1723/1810] Completed WD in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 20.9s
[2025-10-13T23:59:53.788280] [INFO ] [sig       ] [1724/1810] Forecasting WDH...
[2025-10-13T23:59:53.788310] [INFO ] [sig       ] Generating forecast for: WDH
[2025-10-13T23:59:53.788341] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDH' from 'https://tdm.silogroup.org/data/derivative_storage/WDH.csv'.
[2025-10-13T23:59:53.796585] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDH'.
[2025-10-13T23:59:53.796857] [INFO ] [FORECASTER] Starting predict_future for WDH
[2025-10-13T23:59:53.821556] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:53.822281] [DEBUG] [LOCAL     ] No optimal features file found for WDH: ./output/feature-sets/WDH.txt
[2025-10-13T23:59:53.822335] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:53.822368] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:53.822395] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:53.822453] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:53.839272] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:53.839822] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:53.839900] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:53.839933] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:53.876767] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:53.876848] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:53.876883] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:53.876912] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:53.879920] [DEBUG] [FORECASTER] WDH: Forecast T+1@11:T+2@11: UP (p=97.38%)
[2025-10-13T23:59:53.880166] [INFO ] [FORECASTER] Completed predict_future for WDH
[2025-10-13T23:59:53.880475] [INFO ] [sig       ] WDH: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:54.020859] [INFO ] [LOCAL     ] Saved forecast: WDH	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WDH.txt
[2025-10-13T23:59:54.021048] [INFO ] [sig       ] [1724/1810] Completed WDH in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 20.7s
[2025-10-13T23:59:54.021130] [INFO ] [sig       ] [1725/1810] Forecasting WDI...
[2025-10-13T23:59:54.021168] [INFO ] [sig       ] Generating forecast for: WDI
[2025-10-13T23:59:54.021202] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WDI' from 'https://tdm.silogroup.org/data/derivative_storage/WDI.csv'.
[2025-10-13T23:59:54.029423] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WDI'.
[2025-10-13T23:59:54.029694] [INFO ] [FORECASTER] Starting predict_future for WDI
[2025-10-13T23:59:54.053973] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:54.054629] [DEBUG] [LOCAL     ] No optimal features file found for WDI: ./output/feature-sets/WDI.txt
[2025-10-13T23:59:54.054709] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:54.054748] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:54.054777] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:54.054834] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:54.072004] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:54.072517] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:54.072593] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:54.072627] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:54.108720] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:54.108798] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:54.108832] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:54.108860] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:54.111800] [DEBUG] [FORECASTER] WDI: Forecast T+1@11:T+2@11: UP (p=99.76%)
[2025-10-13T23:59:54.112048] [INFO ] [FORECASTER] Completed predict_future for WDI
[2025-10-13T23:59:54.112174] [INFO ] [sig       ] WDI: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:54.255715] [INFO ] [LOCAL     ] Saved forecast: WDI	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WDI.txt
[2025-10-13T23:59:54.255974] [INFO ] [sig       ] [1725/1810] Completed WDI in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 20.4s
[2025-10-13T23:59:54.256040] [INFO ] [sig       ] [1726/1810] Forecasting WEA...
[2025-10-13T23:59:54.256074] [INFO ] [sig       ] Generating forecast for: WEA
[2025-10-13T23:59:54.256106] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEA' from 'https://tdm.silogroup.org/data/derivative_storage/WEA.csv'.
[2025-10-13T23:59:54.264866] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEA'.
[2025-10-13T23:59:54.265129] [INFO ] [FORECASTER] Starting predict_future for WEA
[2025-10-13T23:59:54.290407] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:54.291128] [DEBUG] [LOCAL     ] No optimal features file found for WEA: ./output/feature-sets/WEA.txt
[2025-10-13T23:59:54.291182] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:54.291217] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:54.291245] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:54.291303] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:54.309425] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:54.310060] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:54.310144] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:54.310180] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:54.344028] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:54.344185] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:54.344226] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:54.344256] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:54.348487] [DEBUG] [FORECASTER] WEA: Forecast T+1@11:T+2@11: DOWN (p=14.70%)
[2025-10-13T23:59:54.348799] [INFO ] [FORECASTER] Completed predict_future for WEA
[2025-10-13T23:59:54.348939] [INFO ] [sig       ] WEA: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:54.488256] [INFO ] [LOCAL     ] Saved forecast: WEA	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WEA.txt
[2025-10-13T23:59:54.488457] [INFO ] [sig       ] [1726/1810] Completed WEA in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 20.2s
[2025-10-13T23:59:54.488499] [INFO ] [sig       ] [1727/1810] Forecasting WEAV...
[2025-10-13T23:59:54.488529] [INFO ] [sig       ] Generating forecast for: WEAV
[2025-10-13T23:59:54.488561] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEAV' from 'https://tdm.silogroup.org/data/derivative_storage/WEAV.csv'.
[2025-10-13T23:59:54.497615] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEAV'.
[2025-10-13T23:59:54.498008] [INFO ] [FORECASTER] Starting predict_future for WEAV
[2025-10-13T23:59:54.523716] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:54.524362] [DEBUG] [LOCAL     ] No optimal features file found for WEAV: ./output/feature-sets/WEAV.txt
[2025-10-13T23:59:54.524416] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:54.524450] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:54.524478] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:54.524534] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:54.541910] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:54.542466] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:54.542548] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:54.542582] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:54.578532] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:54.578669] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:54.578729] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:54.578762] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:54.582013] [DEBUG] [FORECASTER] WEAV: Forecast T+1@11:T+2@11: UP (p=86.77%)
[2025-10-13T23:59:54.582275] [INFO ] [FORECASTER] Completed predict_future for WEAV
[2025-10-13T23:59:54.582411] [INFO ] [sig       ] WEAV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:54.721711] [INFO ] [LOCAL     ] Saved forecast: WEAV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WEAV.txt
[2025-10-13T23:59:54.721920] [INFO ] [sig       ] [1727/1810] Completed WEAV in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 20.0s
[2025-10-13T23:59:54.721962] [INFO ] [sig       ] [1728/1810] Forecasting WEC...
[2025-10-13T23:59:54.721992] [INFO ] [sig       ] Generating forecast for: WEC
[2025-10-13T23:59:54.722024] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEC' from 'https://tdm.silogroup.org/data/derivative_storage/WEC.csv'.
[2025-10-13T23:59:54.731446] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEC'.
[2025-10-13T23:59:54.731731] [INFO ] [FORECASTER] Starting predict_future for WEC
[2025-10-13T23:59:54.756769] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:54.757517] [DEBUG] [LOCAL     ] No optimal features file found for WEC: ./output/feature-sets/WEC.txt
[2025-10-13T23:59:54.757578] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:54.757613] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:54.757667] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:54.757751] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:54.775526] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:54.776118] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:54.776199] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:54.776235] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:54.812747] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:54.812832] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:54.812868] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:54.812897] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:54.815881] [DEBUG] [FORECASTER] WEC: Forecast T+1@11:T+2@11: DOWN (p=9.25%)
[2025-10-13T23:59:54.816131] [INFO ] [FORECASTER] Completed predict_future for WEC
[2025-10-13T23:59:54.816252] [INFO ] [sig       ] WEC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:54.959968] [INFO ] [LOCAL     ] Saved forecast: WEC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WEC.txt
[2025-10-13T23:59:54.960240] [INFO ] [sig       ] [1728/1810] Completed WEC in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 19.7s
[2025-10-13T23:59:54.960283] [INFO ] [sig       ] [1729/1810] Forecasting WELL...
[2025-10-13T23:59:54.960316] [INFO ] [sig       ] Generating forecast for: WELL
[2025-10-13T23:59:54.960349] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WELL' from 'https://tdm.silogroup.org/data/derivative_storage/WELL.csv'.
[2025-10-13T23:59:54.970816] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WELL'.
[2025-10-13T23:59:54.971157] [INFO ] [FORECASTER] Starting predict_future for WELL
[2025-10-13T23:59:54.995548] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:54.996238] [DEBUG] [LOCAL     ] No optimal features file found for WELL: ./output/feature-sets/WELL.txt
[2025-10-13T23:59:54.996291] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:54.996324] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:54.996352] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:54.996409] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:55.013281] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:55.013852] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:55.013933] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:55.013966] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:55.049740] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:55.049812] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:55.049848] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:55.049876] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:55.052822] [DEBUG] [FORECASTER] WELL: Forecast T+1@11:T+2@11: UP (p=75.20%)
[2025-10-13T23:59:55.053068] [INFO ] [FORECASTER] Completed predict_future for WELL
[2025-10-13T23:59:55.053198] [INFO ] [sig       ] WELL: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:55.192211] [INFO ] [LOCAL     ] Saved forecast: WELL	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WELL.txt
[2025-10-13T23:59:55.192435] [INFO ] [sig       ] [1729/1810] Completed WELL in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 19.5s
[2025-10-13T23:59:55.192477] [INFO ] [sig       ] [1730/1810] Forecasting WES...
[2025-10-13T23:59:55.192507] [INFO ] [sig       ] Generating forecast for: WES
[2025-10-13T23:59:55.192539] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WES' from 'https://tdm.silogroup.org/data/derivative_storage/WES.csv'.
[2025-10-13T23:59:55.201037] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WES'.
[2025-10-13T23:59:55.201297] [INFO ] [FORECASTER] Starting predict_future for WES
[2025-10-13T23:59:55.226141] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:55.226836] [DEBUG] [LOCAL     ] No optimal features file found for WES: ./output/feature-sets/WES.txt
[2025-10-13T23:59:55.226890] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:55.226924] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:55.226952] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:55.227008] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:55.243921] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:55.244437] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:55.244515] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:55.244548] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:55.278032] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:55.281059] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:55.281127] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:55.281188] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:55.284766] [DEBUG] [FORECASTER] WES: Forecast T+1@11:T+2@11: UP (p=97.32%)
[2025-10-13T23:59:55.285024] [INFO ] [FORECASTER] Completed predict_future for WES
[2025-10-13T23:59:55.285166] [INFO ] [sig       ] WES: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:55.461860] [INFO ] [LOCAL     ] Saved forecast: WES	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WES.txt
[2025-10-13T23:59:55.462241] [INFO ] [sig       ] [1730/1810] Completed WES in 0.3s | 4.16 sym/s | Total: 6.9m | ETA: 19.2s
[2025-10-13T23:59:55.462302] [INFO ] [sig       ] [1731/1810] Forecasting WEX...
[2025-10-13T23:59:55.462340] [INFO ] [sig       ] Generating forecast for: WEX
[2025-10-13T23:59:55.462389] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WEX' from 'https://tdm.silogroup.org/data/derivative_storage/WEX.csv'.
[2025-10-13T23:59:55.472455] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WEX'.
[2025-10-13T23:59:55.472973] [INFO ] [FORECASTER] Starting predict_future for WEX
[2025-10-13T23:59:55.499473] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:55.500312] [DEBUG] [LOCAL     ] No optimal features file found for WEX: ./output/feature-sets/WEX.txt
[2025-10-13T23:59:55.500370] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:55.500406] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:55.500436] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:55.500551] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:55.518025] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:55.518693] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:55.518782] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:55.518818] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:55.559816] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:55.559994] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:55.560038] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:55.560069] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:55.563636] [DEBUG] [FORECASTER] WEX: Forecast T+1@11:T+2@11: DOWN (p=38.74%)
[2025-10-13T23:59:55.563937] [INFO ] [FORECASTER] Completed predict_future for WEX
[2025-10-13T23:59:55.564076] [INFO ] [sig       ] WEX: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:55.771877] [INFO ] [LOCAL     ] Saved forecast: WEX	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WEX.txt
[2025-10-13T23:59:55.772090] [INFO ] [sig       ] [1731/1810] Completed WEX in 0.3s | 4.16 sym/s | Total: 6.9m | ETA: 19.0s
[2025-10-13T23:59:55.772133] [INFO ] [sig       ] [1732/1810] Forecasting WF...
[2025-10-13T23:59:55.772164] [INFO ] [sig       ] Generating forecast for: WF
[2025-10-13T23:59:55.772196] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WF' from 'https://tdm.silogroup.org/data/derivative_storage/WF.csv'.
[2025-10-13T23:59:55.781299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WF'.
[2025-10-13T23:59:55.781559] [INFO ] [FORECASTER] Starting predict_future for WF
[2025-10-13T23:59:55.806087] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:55.806807] [DEBUG] [LOCAL     ] No optimal features file found for WF: ./output/feature-sets/WF.txt
[2025-10-13T23:59:55.806862] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:55.806896] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:55.806924] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:55.806981] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:55.823881] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:55.824402] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:55.824478] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:55.824512] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:55.860626] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:55.860730] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:55.860772] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:55.860802] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:55.863825] [DEBUG] [FORECASTER] WF: Forecast T+1@11:T+2@11: DOWN (p=28.52%)
[2025-10-13T23:59:55.864073] [INFO ] [FORECASTER] Completed predict_future for WF
[2025-10-13T23:59:55.864197] [INFO ] [sig       ] WF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:56.004992] [INFO ] [LOCAL     ] Saved forecast: WF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WF.txt
[2025-10-13T23:59:56.005213] [INFO ] [sig       ] [1732/1810] Completed WF in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 18.8s
[2025-10-13T23:59:56.005255] [INFO ] [sig       ] [1733/1810] Forecasting WFC...
[2025-10-13T23:59:56.005299] [INFO ] [sig       ] Generating forecast for: WFC
[2025-10-13T23:59:56.005333] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WFC' from 'https://tdm.silogroup.org/data/derivative_storage/WFC.csv'.
[2025-10-13T23:59:56.014046] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WFC'.
[2025-10-13T23:59:56.014308] [INFO ] [FORECASTER] Starting predict_future for WFC
[2025-10-13T23:59:56.042541] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:56.043285] [DEBUG] [LOCAL     ] No optimal features file found for WFC: ./output/feature-sets/WFC.txt
[2025-10-13T23:59:56.043343] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:56.043378] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:56.043406] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:56.043463] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:56.060670] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:56.061218] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:56.061299] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:56.061334] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:56.096639] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:56.096742] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:56.096779] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:56.096809] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:56.099860] [DEBUG] [FORECASTER] WFC: Forecast T+1@11:T+2@11: UP (p=77.67%)
[2025-10-13T23:59:56.100106] [INFO ] [FORECASTER] Completed predict_future for WFC
[2025-10-13T23:59:56.100237] [INFO ] [sig       ] WFC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:56.239858] [INFO ] [LOCAL     ] Saved forecast: WFC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WFC.txt
[2025-10-13T23:59:56.240115] [INFO ] [sig       ] [1733/1810] Completed WFC in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 18.5s
[2025-10-13T23:59:56.240171] [INFO ] [sig       ] [1734/1810] Forecasting WFG...
[2025-10-13T23:59:56.240205] [INFO ] [sig       ] Generating forecast for: WFG
[2025-10-13T23:59:56.240238] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WFG' from 'https://tdm.silogroup.org/data/derivative_storage/WFG.csv'.
[2025-10-13T23:59:56.249993] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WFG'.
[2025-10-13T23:59:56.250339] [INFO ] [FORECASTER] Starting predict_future for WFG
[2025-10-13T23:59:56.275304] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:56.276018] [DEBUG] [LOCAL     ] No optimal features file found for WFG: ./output/feature-sets/WFG.txt
[2025-10-13T23:59:56.276078] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:56.276111] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:56.276139] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:56.276196] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:56.293324] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:56.294261] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:56.294346] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:56.294380] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:56.329219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:56.329404] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:56.329488] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:56.329519] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:56.334853] [DEBUG] [FORECASTER] WFG: Forecast T+1@11:T+2@11: DOWN (p=24.93%)
[2025-10-13T23:59:56.335125] [INFO ] [FORECASTER] Completed predict_future for WFG
[2025-10-13T23:59:56.335265] [INFO ] [sig       ] WFG: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:56.474346] [INFO ] [LOCAL     ] Saved forecast: WFG	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WFG.txt
[2025-10-13T23:59:56.474555] [INFO ] [sig       ] [1734/1810] Completed WFG in 0.2s | 4.16 sym/s | Total: 6.9m | ETA: 18.3s
[2025-10-13T23:59:56.474597] [INFO ] [sig       ] [1735/1810] Forecasting WGO...
[2025-10-13T23:59:56.474629] [INFO ] [sig       ] Generating forecast for: WGO
[2025-10-13T23:59:56.474700] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WGO' from 'https://tdm.silogroup.org/data/derivative_storage/WGO.csv'.
[2025-10-13T23:59:56.483157] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WGO'.
[2025-10-13T23:59:56.483529] [INFO ] [FORECASTER] Starting predict_future for WGO
[2025-10-13T23:59:56.509960] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:56.510756] [DEBUG] [LOCAL     ] No optimal features file found for WGO: ./output/feature-sets/WGO.txt
[2025-10-13T23:59:56.510812] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:56.510846] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:56.510876] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:56.510936] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:56.527924] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:56.528824] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:56.528914] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:56.528947] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:56.564914] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:56.565024] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:56.565060] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:56.565091] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:56.568238] [DEBUG] [FORECASTER] WGO: Forecast T+1@11:T+2@11: UP (p=92.24%)
[2025-10-13T23:59:56.568496] [INFO ] [FORECASTER] Completed predict_future for WGO
[2025-10-13T23:59:56.568626] [INFO ] [sig       ] WGO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:56.707720] [INFO ] [LOCAL     ] Saved forecast: WGO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WGO.txt
[2025-10-13T23:59:56.707965] [INFO ] [sig       ] [1735/1810] Completed WGO in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 18.0s
[2025-10-13T23:59:56.708009] [INFO ] [sig       ] [1736/1810] Forecasting WH...
[2025-10-13T23:59:56.708040] [INFO ] [sig       ] Generating forecast for: WH
[2025-10-13T23:59:56.708072] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WH' from 'https://tdm.silogroup.org/data/derivative_storage/WH.csv'.
[2025-10-13T23:59:56.716146] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WH'.
[2025-10-13T23:59:56.716408] [INFO ] [FORECASTER] Starting predict_future for WH
[2025-10-13T23:59:56.741845] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:56.742521] [DEBUG] [LOCAL     ] No optimal features file found for WH: ./output/feature-sets/WH.txt
[2025-10-13T23:59:56.742575] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:56.742608] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:56.742636] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:56.742739] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:56.759723] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:56.760259] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:56.760355] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:56.760390] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:56.797119] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:56.797239] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:56.797276] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:56.797305] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:56.800573] [DEBUG] [FORECASTER] WH: Forecast T+1@11:T+2@11: DOWN (p=26.23%)
[2025-10-13T23:59:56.800859] [INFO ] [FORECASTER] Completed predict_future for WH
[2025-10-13T23:59:56.801001] [INFO ] [sig       ] WH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:56.944000] [INFO ] [LOCAL     ] Saved forecast: WH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WH.txt
[2025-10-13T23:59:56.944299] [INFO ] [sig       ] [1736/1810] Completed WH in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 17.8s
[2025-10-13T23:59:56.944360] [INFO ] [sig       ] [1737/1810] Forecasting WHD...
[2025-10-13T23:59:56.944393] [INFO ] [sig       ] Generating forecast for: WHD
[2025-10-13T23:59:56.944426] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHD' from 'https://tdm.silogroup.org/data/derivative_storage/WHD.csv'.
[2025-10-13T23:59:56.955026] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WHD'.
[2025-10-13T23:59:56.955368] [INFO ] [FORECASTER] Starting predict_future for WHD
[2025-10-13T23:59:56.980496] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:56.981220] [DEBUG] [LOCAL     ] No optimal features file found for WHD: ./output/feature-sets/WHD.txt
[2025-10-13T23:59:56.981275] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:56.981309] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:56.981338] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:56.981396] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:56.998441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:56.999038] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:56.999117] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:56.999151] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:57.035355] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:57.035496] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:57.035533] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:57.035562] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:57.038699] [DEBUG] [FORECASTER] WHD: Forecast T+1@11:T+2@11: DOWN (p=12.62%)
[2025-10-13T23:59:57.038953] [INFO ] [FORECASTER] Completed predict_future for WHD
[2025-10-13T23:59:57.039084] [INFO ] [sig       ] WHD: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:57.178037] [INFO ] [LOCAL     ] Saved forecast: WHD	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WHD.txt
[2025-10-13T23:59:57.178352] [INFO ] [sig       ] [1737/1810] Completed WHD in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 17.6s
[2025-10-13T23:59:57.178399] [INFO ] [sig       ] [1738/1810] Forecasting WHG...
[2025-10-13T23:59:57.178430] [INFO ] [sig       ] Generating forecast for: WHG
[2025-10-13T23:59:57.178462] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHG' from 'https://tdm.silogroup.org/data/derivative_storage/WHG.csv'.
[2025-10-13T23:59:57.187833] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WHG'.
[2025-10-13T23:59:57.188105] [INFO ] [FORECASTER] Starting predict_future for WHG
[2025-10-13T23:59:57.212582] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:57.213267] [DEBUG] [LOCAL     ] No optimal features file found for WHG: ./output/feature-sets/WHG.txt
[2025-10-13T23:59:57.213337] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:57.213371] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:57.213399] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:57.213456] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:57.230441] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:57.230996] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:57.231074] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:57.231108] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:57.267448] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:57.267588] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:57.267628] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:57.267694] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:57.270908] [DEBUG] [FORECASTER] WHG: Forecast T+1@11:T+2@11: UP (p=94.08%)
[2025-10-13T23:59:57.271173] [INFO ] [FORECASTER] Completed predict_future for WHG
[2025-10-13T23:59:57.271311] [INFO ] [sig       ] WHG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:57.415480] [INFO ] [LOCAL     ] Saved forecast: WHG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WHG.txt
[2025-10-13T23:59:57.415748] [INFO ] [sig       ] [1738/1810] Completed WHG in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 17.3s
[2025-10-13T23:59:57.415808] [INFO ] [sig       ] [1739/1810] Forecasting WHR...
[2025-10-13T23:59:57.415843] [INFO ] [sig       ] Generating forecast for: WHR
[2025-10-13T23:59:57.415876] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WHR' from 'https://tdm.silogroup.org/data/derivative_storage/WHR.csv'.
[2025-10-13T23:59:57.427718] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WHR'.
[2025-10-13T23:59:57.428170] [INFO ] [FORECASTER] Starting predict_future for WHR
[2025-10-13T23:59:57.463665] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:57.464843] [DEBUG] [LOCAL     ] No optimal features file found for WHR: ./output/feature-sets/WHR.txt
[2025-10-13T23:59:57.464920] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:57.464975] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:57.465028] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:57.465120] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:57.484404] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:57.485246] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:57.485331] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:57.485366] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:57.529887] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:57.530080] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:57.530123] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:57.530153] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:57.534252] [DEBUG] [FORECASTER] WHR: Forecast T+1@11:T+2@11: DOWN (p=29.01%)
[2025-10-13T23:59:57.534524] [INFO ] [FORECASTER] Completed predict_future for WHR
[2025-10-13T23:59:57.534698] [INFO ] [sig       ] WHR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:57.695855] [INFO ] [LOCAL     ] Saved forecast: WHR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WHR.txt
[2025-10-13T23:59:57.696162] [INFO ] [sig       ] [1739/1810] Completed WHR in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 17.1s
[2025-10-13T23:59:57.696207] [INFO ] [sig       ] [1740/1810] Forecasting WIA...
[2025-10-13T23:59:57.696237] [INFO ] [sig       ] Generating forecast for: WIA
[2025-10-13T23:59:57.696279] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIA' from 'https://tdm.silogroup.org/data/derivative_storage/WIA.csv'.
[2025-10-13T23:59:57.706858] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIA'.
[2025-10-13T23:59:57.707319] [INFO ] [FORECASTER] Starting predict_future for WIA
[2025-10-13T23:59:57.737151] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:57.738104] [DEBUG] [LOCAL     ] No optimal features file found for WIA: ./output/feature-sets/WIA.txt
[2025-10-13T23:59:57.738164] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:57.738201] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:57.738231] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:57.738290] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:57.756590] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:57.757712] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:57.757818] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:57.757858] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:57.795219] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:57.795423] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:57.795469] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:57.795501] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:57.799784] [DEBUG] [FORECASTER] WIA: Forecast T+1@11:T+2@11: UP (p=86.14%)
[2025-10-13T23:59:57.800128] [INFO ] [FORECASTER] Completed predict_future for WIA
[2025-10-13T23:59:57.800285] [INFO ] [sig       ] WIA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:57.991762] [INFO ] [LOCAL     ] Saved forecast: WIA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WIA.txt
[2025-10-13T23:59:57.992067] [INFO ] [sig       ] [1740/1810] Completed WIA in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 16.8s
[2025-10-13T23:59:57.992121] [INFO ] [sig       ] [1741/1810] Forecasting WINN...
[2025-10-13T23:59:57.992155] [INFO ] [sig       ] Generating forecast for: WINN
[2025-10-13T23:59:57.992187] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WINN' from 'https://tdm.silogroup.org/data/derivative_storage/WINN.csv'.
[2025-10-13T23:59:58.004551] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'WINN'.
[2025-10-13T23:59:58.005204] [INFO ] [FORECASTER] Starting predict_future for WINN
[2025-10-13T23:59:58.045050] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:58.046258] [DEBUG] [LOCAL     ] No optimal features file found for WINN: ./output/feature-sets/WINN.txt
[2025-10-13T23:59:58.046336] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:58.046393] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:58.046445] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:58.046541] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:58.074407] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:58.075495] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:58.075598] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:58.075663] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:58.115606] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:58.115835] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:58.115910] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:58.115974] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:58.120332] [DEBUG] [FORECASTER] WINN: Forecast T+1@11:T+2@11: UP (p=92.31%)
[2025-10-13T23:59:58.120823] [INFO ] [FORECASTER] Completed predict_future for WINN
[2025-10-13T23:59:58.120990] [INFO ] [sig       ] WINN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:58.314480] [INFO ] [LOCAL     ] Saved forecast: WINN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WINN.txt
[2025-10-13T23:59:58.314754] [INFO ] [sig       ] [1741/1810] Completed WINN in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 16.6s
[2025-10-13T23:59:58.314816] [INFO ] [sig       ] [1742/1810] Forecasting WIT...
[2025-10-13T23:59:58.314850] [INFO ] [sig       ] Generating forecast for: WIT
[2025-10-13T23:59:58.314882] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIT' from 'https://tdm.silogroup.org/data/derivative_storage/WIT.csv'.
[2025-10-13T23:59:58.324876] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIT'.
[2025-10-13T23:59:58.325290] [INFO ] [FORECASTER] Starting predict_future for WIT
[2025-10-13T23:59:58.352042] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:58.352894] [DEBUG] [LOCAL     ] No optimal features file found for WIT: ./output/feature-sets/WIT.txt
[2025-10-13T23:59:58.352954] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:58.352990] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:58.353021] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:58.353086] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:58.370784] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:58.371615] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:58.371736] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:58.371779] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:58.409527] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:58.409768] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:58.409844] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:58.409889] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:58.413865] [DEBUG] [FORECASTER] WIT: Forecast T+1@11:T+2@11: UP (p=87.06%)
[2025-10-13T23:59:58.414346] [INFO ] [FORECASTER] Completed predict_future for WIT
[2025-10-13T23:59:58.414533] [INFO ] [sig       ] WIT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:58.595368] [INFO ] [LOCAL     ] Saved forecast: WIT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WIT.txt
[2025-10-13T23:59:58.595608] [INFO ] [sig       ] [1742/1810] Completed WIT in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 16.4s
[2025-10-13T23:59:58.595682] [INFO ] [sig       ] [1743/1810] Forecasting WIW...
[2025-10-13T23:59:58.595733] [INFO ] [sig       ] Generating forecast for: WIW
[2025-10-13T23:59:58.595770] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WIW' from 'https://tdm.silogroup.org/data/derivative_storage/WIW.csv'.
[2025-10-13T23:59:58.605619] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WIW'.
[2025-10-13T23:59:58.606092] [INFO ] [FORECASTER] Starting predict_future for WIW
[2025-10-13T23:59:58.634530] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:58.635342] [DEBUG] [LOCAL     ] No optimal features file found for WIW: ./output/feature-sets/WIW.txt
[2025-10-13T23:59:58.635399] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:58.635436] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:58.635466] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:58.635526] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:58.656539] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:58.657189] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:58.657300] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:58.657359] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:58.701004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:58.701156] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:58.701209] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:58.701263] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:58.705117] [DEBUG] [FORECASTER] WIW: Forecast T+1@11:T+2@11: UP (p=61.87%)
[2025-10-13T23:59:58.705409] [INFO ] [FORECASTER] Completed predict_future for WIW
[2025-10-13T23:59:58.705550] [INFO ] [sig       ] WIW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:58.863348] [INFO ] [LOCAL     ] Saved forecast: WIW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WIW.txt
[2025-10-13T23:59:58.863588] [INFO ] [sig       ] [1743/1810] Completed WIW in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 16.1s
[2025-10-13T23:59:58.863633] [INFO ] [sig       ] [1744/1810] Forecasting WK...
[2025-10-13T23:59:58.863703] [INFO ] [sig       ] Generating forecast for: WK
[2025-10-13T23:59:58.863747] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WK' from 'https://tdm.silogroup.org/data/derivative_storage/WK.csv'.
[2025-10-13T23:59:58.872246] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WK'.
[2025-10-13T23:59:58.872493] [INFO ] [FORECASTER] Starting predict_future for WK
[2025-10-13T23:59:58.897199] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:58.897948] [DEBUG] [LOCAL     ] No optimal features file found for WK: ./output/feature-sets/WK.txt
[2025-10-13T23:59:58.898004] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:58.898037] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:58.898112] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:58.898183] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:58.915362] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:58.915949] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:58.916028] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:58.916063] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:58.950856] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:58.950935] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:58.950970] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:58.950999] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:58.953995] [DEBUG] [FORECASTER] WK: Forecast T+1@11:T+2@11: UP (p=88.36%)
[2025-10-13T23:59:58.954246] [INFO ] [FORECASTER] Completed predict_future for WK
[2025-10-13T23:59:58.954371] [INFO ] [sig       ] WK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:59.093820] [INFO ] [LOCAL     ] Saved forecast: WK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WK.txt
[2025-10-13T23:59:59.094011] [INFO ] [sig       ] [1744/1810] Completed WK in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 15.9s
[2025-10-13T23:59:59.094052] [INFO ] [sig       ] [1745/1810] Forecasting WKC...
[2025-10-13T23:59:59.094083] [INFO ] [sig       ] Generating forecast for: WKC
[2025-10-13T23:59:59.094115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WKC' from 'https://tdm.silogroup.org/data/derivative_storage/WKC.csv'.
[2025-10-13T23:59:59.103005] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WKC'.
[2025-10-13T23:59:59.103257] [INFO ] [FORECASTER] Starting predict_future for WKC
[2025-10-13T23:59:59.127680] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:59.128363] [DEBUG] [LOCAL     ] No optimal features file found for WKC: ./output/feature-sets/WKC.txt
[2025-10-13T23:59:59.128434] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:59.128468] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:59.128496] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:59.128552] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:59.145575] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:59.146127] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:59.146205] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:59.146239] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:59.182004] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:59.182092] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:59.182129] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:59.182158] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:59.185214] [DEBUG] [FORECASTER] WKC: Forecast T+1@11:T+2@11: DOWN (p=13.29%)
[2025-10-13T23:59:59.185466] [INFO ] [FORECASTER] Completed predict_future for WKC
[2025-10-13T23:59:59.185593] [INFO ] [sig       ] WKC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:59.324016] [INFO ] [LOCAL     ] Saved forecast: WKC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WKC.txt
[2025-10-13T23:59:59.324247] [INFO ] [sig       ] [1745/1810] Completed WKC in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 15.6s
[2025-10-13T23:59:59.324288] [INFO ] [sig       ] [1746/1810] Forecasting WLK...
[2025-10-13T23:59:59.324318] [INFO ] [sig       ] Generating forecast for: WLK
[2025-10-13T23:59:59.324350] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLK' from 'https://tdm.silogroup.org/data/derivative_storage/WLK.csv'.
[2025-10-13T23:59:59.332987] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLK'.
[2025-10-13T23:59:59.333249] [INFO ] [FORECASTER] Starting predict_future for WLK
[2025-10-13T23:59:59.357829] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:59.358486] [DEBUG] [LOCAL     ] No optimal features file found for WLK: ./output/feature-sets/WLK.txt
[2025-10-13T23:59:59.358541] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:59.358574] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:59.358602] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:59.358678] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:59.375332] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:59.375889] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:59.375969] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:59.376002] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:59.410708] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:59.410794] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:59.410830] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:59.410859] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:59.413977] [DEBUG] [FORECASTER] WLK: Forecast T+1@11:T+2@11: DOWN (p=38.37%)
[2025-10-13T23:59:59.414235] [INFO ] [FORECASTER] Completed predict_future for WLK
[2025-10-13T23:59:59.414363] [INFO ] [sig       ] WLK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-13T23:59:59.564252] [INFO ] [LOCAL     ] Saved forecast: WLK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WLK.txt
[2025-10-13T23:59:59.564510] [INFO ] [sig       ] [1746/1810] Completed WLK in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 15.4s
[2025-10-13T23:59:59.564553] [INFO ] [sig       ] [1747/1810] Forecasting WLKP...
[2025-10-13T23:59:59.564585] [INFO ] [sig       ] Generating forecast for: WLKP
[2025-10-13T23:59:59.564627] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLKP' from 'https://tdm.silogroup.org/data/derivative_storage/WLKP.csv'.
[2025-10-13T23:59:59.574195] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLKP'.
[2025-10-13T23:59:59.574614] [INFO ] [FORECASTER] Starting predict_future for WLKP
[2025-10-13T23:59:59.600195] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:59.600978] [DEBUG] [LOCAL     ] No optimal features file found for WLKP: ./output/feature-sets/WLKP.txt
[2025-10-13T23:59:59.601034] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:59.601074] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:59.601109] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:59.601179] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:59.618580] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:59.619312] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:59.619395] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:59.619429] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:59.655458] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:59.656003] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:59.656069] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:59.656105] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:59.660665] [DEBUG] [FORECASTER] WLKP: Forecast T+1@11:T+2@11: UP (p=84.22%)
[2025-10-13T23:59:59.660949] [INFO ] [FORECASTER] Completed predict_future for WLKP
[2025-10-13T23:59:59.661086] [INFO ] [sig       ] WLKP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-13T23:59:59.801080] [INFO ] [LOCAL     ] Saved forecast: WLKP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WLKP.txt
[2025-10-13T23:59:59.801306] [INFO ] [sig       ] [1747/1810] Completed WLKP in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 15.2s
[2025-10-13T23:59:59.801349] [INFO ] [sig       ] [1748/1810] Forecasting WLY...
[2025-10-13T23:59:59.801380] [INFO ] [sig       ] Generating forecast for: WLY
[2025-10-13T23:59:59.801412] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WLY' from 'https://tdm.silogroup.org/data/derivative_storage/WLY.csv'.
[2025-10-13T23:59:59.810829] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WLY'.
[2025-10-13T23:59:59.811188] [INFO ] [FORECASTER] Starting predict_future for WLY
[2025-10-13T23:59:59.837547] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-13T23:59:59.838378] [DEBUG] [LOCAL     ] No optimal features file found for WLY: ./output/feature-sets/WLY.txt
[2025-10-13T23:59:59.838438] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-13T23:59:59.838475] [DEBUG] [FORECASTER] Starting train method
[2025-10-13T23:59:59.838505] [DEBUG] [FORECASTER] Extracting feature columns
[2025-10-13T23:59:59.838564] [DEBUG] [FORECASTER] Creating target_sign column
[2025-10-13T23:59:59.856443] [DEBUG] [FORECASTER] Completed target_sign creation
[2025-10-13T23:59:59.857173] [DEBUG] [FORECASTER] Creating XGBClassifier
[2025-10-13T23:59:59.857261] [DEBUG] [FORECASTER] XGBClassifier created
[2025-10-13T23:59:59.857298] [DEBUG] [FORECASTER] Starting model.fit
[2025-10-13T23:59:59.893575] [DEBUG] [FORECASTER] Completed model.fit
[2025-10-13T23:59:59.893733] [INFO ] [FORECASTER] Trained on 88 historical samples with 26 features
[2025-10-13T23:59:59.893785] [INFO ] [FORECASTER] Stored all 90 rows including last two days with critical feature signal for forecasting
[2025-10-13T23:59:59.893817] [INFO ] [FORECASTER] Training complete
[2025-10-13T23:59:59.897142] [DEBUG] [FORECASTER] WLY: Forecast T+1@11:T+2@11: UP (p=97.87%)
[2025-10-13T23:59:59.897413] [INFO ] [FORECASTER] Completed predict_future for WLY
[2025-10-13T23:59:59.897612] [INFO ] [sig       ] WLY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:00.039526] [INFO ] [LOCAL     ] Saved forecast: WLY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WLY.txt
[2025-10-14T00:00:00.039774] [INFO ] [sig       ] [1748/1810] Completed WLY in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 14.9s
[2025-10-14T00:00:00.039835] [INFO ] [sig       ] [1749/1810] Forecasting WM...
[2025-10-14T00:00:00.039870] [INFO ] [sig       ] Generating forecast for: WM
[2025-10-14T00:00:00.039902] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WM' from 'https://tdm.silogroup.org/data/derivative_storage/WM.csv'.
[2025-10-14T00:00:00.049700] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WM'.
[2025-10-14T00:00:00.074930] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:00.075637] [DEBUG] [LOCAL     ] No optimal features file found for WM: ./output/feature-sets/WM.txt
[2025-10-14T00:00:00.075733] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:00.141091] [INFO ] [sig       ] WM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:00.292523] [INFO ] [LOCAL     ] Saved forecast: WM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WM.txt
[2025-10-14T00:00:00.292786] [INFO ] [sig       ] [1749/1810] Completed WM in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 14.7s
[2025-10-14T00:00:00.292847] [INFO ] [sig       ] [1750/1810] Forecasting WMB...
[2025-10-14T00:00:00.292882] [INFO ] [sig       ] Generating forecast for: WMB
[2025-10-14T00:00:00.292915] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMB' from 'https://tdm.silogroup.org/data/derivative_storage/WMB.csv'.
[2025-10-14T00:00:00.302967] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMB'.
[2025-10-14T00:00:00.328240] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:00.329125] [DEBUG] [LOCAL     ] No optimal features file found for WMB: ./output/feature-sets/WMB.txt
[2025-10-14T00:00:00.329180] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:00.385935] [INFO ] [sig       ] WMB: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:00.524709] [INFO ] [LOCAL     ] Saved forecast: WMB	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WMB.txt
[2025-10-14T00:00:00.524953] [INFO ] [sig       ] [1750/1810] Completed WMB in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 14.4s
[2025-10-14T00:00:00.524996] [INFO ] [sig       ] [1751/1810] Forecasting WMK...
[2025-10-14T00:00:00.525027] [INFO ] [sig       ] Generating forecast for: WMK
[2025-10-14T00:00:00.525060] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMK' from 'https://tdm.silogroup.org/data/derivative_storage/WMK.csv'.
[2025-10-14T00:00:00.533516] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMK'.
[2025-10-14T00:00:00.558591] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:00.559321] [DEBUG] [LOCAL     ] No optimal features file found for WMK: ./output/feature-sets/WMK.txt
[2025-10-14T00:00:00.559380] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:00.617979] [INFO ] [sig       ] WMK: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:00.788899] [INFO ] [LOCAL     ] Saved forecast: WMK	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WMK.txt
[2025-10-14T00:00:00.789160] [INFO ] [sig       ] [1751/1810] Completed WMK in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 14.2s
[2025-10-14T00:00:00.789205] [INFO ] [sig       ] [1752/1810] Forecasting WMS...
[2025-10-14T00:00:00.789236] [INFO ] [sig       ] Generating forecast for: WMS
[2025-10-14T00:00:00.789279] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMS' from 'https://tdm.silogroup.org/data/derivative_storage/WMS.csv'.
[2025-10-14T00:00:00.798921] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMS'.
[2025-10-14T00:00:00.828425] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:00.829279] [DEBUG] [LOCAL     ] No optimal features file found for WMS: ./output/feature-sets/WMS.txt
[2025-10-14T00:00:00.829337] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:00.896412] [INFO ] [sig       ] WMS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:01.038404] [INFO ] [LOCAL     ] Saved forecast: WMS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WMS.txt
[2025-10-14T00:00:01.038628] [INFO ] [sig       ] [1752/1810] Completed WMS in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 14.0s
[2025-10-14T00:00:01.038715] [INFO ] [sig       ] [1753/1810] Forecasting WMT...
[2025-10-14T00:00:01.038758] [INFO ] [sig       ] Generating forecast for: WMT
[2025-10-14T00:00:01.038792] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WMT' from 'https://tdm.silogroup.org/data/derivative_storage/WMT.csv'.
[2025-10-14T00:00:01.048042] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WMT'.
[2025-10-14T00:00:01.075299] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:01.076341] [DEBUG] [LOCAL     ] No optimal features file found for WMT: ./output/feature-sets/WMT.txt
[2025-10-14T00:00:01.076418] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:01.140314] [INFO ] [sig       ] WMT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:01.283619] [INFO ] [LOCAL     ] Saved forecast: WMT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WMT.txt
[2025-10-14T00:00:01.283919] [INFO ] [sig       ] [1753/1810] Completed WMT in 0.2s | 4.16 sym/s | Total: 7.0m | ETA: 13.7s
[2025-10-14T00:00:01.283966] [INFO ] [sig       ] [1754/1810] Forecasting WNC...
[2025-10-14T00:00:01.283999] [INFO ] [sig       ] Generating forecast for: WNC
[2025-10-14T00:00:01.284031] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WNC' from 'https://tdm.silogroup.org/data/derivative_storage/WNC.csv'.
[2025-10-14T00:00:01.294318] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WNC'.
[2025-10-14T00:00:01.322083] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:01.322969] [DEBUG] [LOCAL     ] No optimal features file found for WNC: ./output/feature-sets/WNC.txt
[2025-10-14T00:00:01.323027] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:01.387274] [INFO ] [sig       ] WNC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:01.542464] [INFO ] [LOCAL     ] Saved forecast: WNC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WNC.txt
[2025-10-14T00:00:01.542928] [INFO ] [sig       ] [1754/1810] Completed WNC in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 13.5s
[2025-10-14T00:00:01.543004] [INFO ] [sig       ] [1755/1810] Forecasting WNS...
[2025-10-14T00:00:01.543054] [INFO ] [sig       ] Generating forecast for: WNS
[2025-10-14T00:00:01.543103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WNS' from 'https://tdm.silogroup.org/data/derivative_storage/WNS.csv'.
[2025-10-14T00:00:01.555370] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WNS'.
[2025-10-14T00:00:01.601323] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:01.602775] [DEBUG] [LOCAL     ] No optimal features file found for WNS: ./output/feature-sets/WNS.txt
[2025-10-14T00:00:01.602899] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:01.684528] [INFO ] [sig       ] WNS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:01.863247] [INFO ] [LOCAL     ] Saved forecast: WNS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WNS.txt
[2025-10-14T00:00:01.863580] [INFO ] [sig       ] [1755/1810] Completed WNS in 0.3s | 4.16 sym/s | Total: 7.0m | ETA: 13.2s
[2025-10-14T00:00:01.863692] [INFO ] [sig       ] [1756/1810] Forecasting WOLF...
[2025-10-14T00:00:01.863764] [INFO ] [sig       ] Generating forecast for: WOLF
[2025-10-14T00:00:01.863823] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOLF' from 'https://tdm.silogroup.org/data/derivative_storage/WOLF.csv'.
[2025-10-14T00:00:01.875956] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOLF'.
[2025-10-14T00:00:01.906592] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:01.913572] [DEBUG] [LOCAL     ] No optimal features file found for WOLF: ./output/feature-sets/WOLF.txt
[2025-10-14T00:00:01.913977] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:02.004023] [INFO ] [sig       ] WOLF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:02.182236] [INFO ] [LOCAL     ] Saved forecast: WOLF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WOLF.txt
[2025-10-14T00:00:02.182929] [INFO ] [sig       ] [1756/1810] Completed WOLF in 0.3s | 4.15 sym/s | Total: 7.0m | ETA: 13.0s
[2025-10-14T00:00:02.183034] [INFO ] [sig       ] [1757/1810] Forecasting WOR...
[2025-10-14T00:00:02.183076] [INFO ] [sig       ] Generating forecast for: WOR
[2025-10-14T00:00:02.183114] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOR' from 'https://tdm.silogroup.org/data/derivative_storage/WOR.csv'.
[2025-10-14T00:00:02.196578] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOR'.
[2025-10-14T00:00:02.227593] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:02.228950] [DEBUG] [LOCAL     ] No optimal features file found for WOR: ./output/feature-sets/WOR.txt
[2025-10-14T00:00:02.229054] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:02.306143] [INFO ] [sig       ] WOR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:02.465121] [INFO ] [LOCAL     ] Saved forecast: WOR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WOR.txt
[2025-10-14T00:00:02.465524] [INFO ] [sig       ] [1757/1810] Completed WOR in 0.3s | 4.15 sym/s | Total: 7.0m | ETA: 12.8s
[2025-10-14T00:00:02.465574] [INFO ] [sig       ] [1758/1810] Forecasting WOW...
[2025-10-14T00:00:02.465608] [INFO ] [sig       ] Generating forecast for: WOW
[2025-10-14T00:00:02.465668] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WOW' from 'https://tdm.silogroup.org/data/derivative_storage/WOW.csv'.
[2025-10-14T00:00:02.476534] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WOW'.
[2025-10-14T00:00:02.502600] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:02.503376] [DEBUG] [LOCAL     ] No optimal features file found for WOW: ./output/feature-sets/WOW.txt
[2025-10-14T00:00:02.503433] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:02.571564] [INFO ] [sig       ] WOW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:02.722846] [INFO ] [LOCAL     ] Saved forecast: WOW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WOW.txt
[2025-10-14T00:00:02.723139] [INFO ] [sig       ] [1758/1810] Completed WOW in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 12.5s
[2025-10-14T00:00:02.723197] [INFO ] [sig       ] [1759/1810] Forecasting WPC...
[2025-10-14T00:00:02.723231] [INFO ] [sig       ] Generating forecast for: WPC
[2025-10-14T00:00:02.723291] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPC' from 'https://tdm.silogroup.org/data/derivative_storage/WPC.csv'.
[2025-10-14T00:00:02.733298] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPC'.
[2025-10-14T00:00:02.760287] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:02.761194] [DEBUG] [LOCAL     ] No optimal features file found for WPC: ./output/feature-sets/WPC.txt
[2025-10-14T00:00:02.761253] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:02.812381] [INFO ] [sig       ] WPC: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:02.975412] [INFO ] [LOCAL     ] Saved forecast: WPC	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WPC.txt
[2025-10-14T00:00:02.975626] [INFO ] [sig       ] [1759/1810] Completed WPC in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 12.3s
[2025-10-14T00:00:02.975703] [INFO ] [sig       ] [1760/1810] Forecasting WPM...
[2025-10-14T00:00:02.975746] [INFO ] [sig       ] Generating forecast for: WPM
[2025-10-14T00:00:02.975779] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPM' from 'https://tdm.silogroup.org/data/derivative_storage/WPM.csv'.
[2025-10-14T00:00:02.987781] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPM'.
[2025-10-14T00:00:03.028808] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:03.030165] [DEBUG] [LOCAL     ] No optimal features file found for WPM: ./output/feature-sets/WPM.txt
[2025-10-14T00:00:03.030263] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:03.102877] [INFO ] [sig       ] WPM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:03.242955] [INFO ] [LOCAL     ] Saved forecast: WPM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WPM.txt
[2025-10-14T00:00:03.243198] [INFO ] [sig       ] [1760/1810] Completed WPM in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 12.0s
[2025-10-14T00:00:03.243241] [INFO ] [sig       ] [1761/1810] Forecasting WPP...
[2025-10-14T00:00:03.243273] [INFO ] [sig       ] Generating forecast for: WPP
[2025-10-14T00:00:03.243306] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WPP' from 'https://tdm.silogroup.org/data/derivative_storage/WPP.csv'.
[2025-10-14T00:00:03.252750] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WPP'.
[2025-10-14T00:00:03.278755] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:03.279536] [DEBUG] [LOCAL     ] No optimal features file found for WPP: ./output/feature-sets/WPP.txt
[2025-10-14T00:00:03.279593] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:03.338971] [INFO ] [sig       ] WPP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:03.478895] [INFO ] [LOCAL     ] Saved forecast: WPP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WPP.txt
[2025-10-14T00:00:03.479137] [INFO ] [sig       ] [1761/1810] Completed WPP in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 11.8s
[2025-10-14T00:00:03.479179] [INFO ] [sig       ] [1762/1810] Forecasting WRB...
[2025-10-14T00:00:03.479210] [INFO ] [sig       ] Generating forecast for: WRB
[2025-10-14T00:00:03.479241] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WRB' from 'https://tdm.silogroup.org/data/derivative_storage/WRB.csv'.
[2025-10-14T00:00:03.488299] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WRB'.
[2025-10-14T00:00:03.513712] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:03.514390] [DEBUG] [LOCAL     ] No optimal features file found for WRB: ./output/feature-sets/WRB.txt
[2025-10-14T00:00:03.514461] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:03.574035] [INFO ] [sig       ] WRB: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:03.712616] [INFO ] [LOCAL     ] Saved forecast: WRB	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WRB.txt
[2025-10-14T00:00:03.712908] [INFO ] [sig       ] [1762/1810] Completed WRB in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 11.6s
[2025-10-14T00:00:03.712956] [INFO ] [sig       ] [1763/1810] Forecasting WRBY...
[2025-10-14T00:00:03.712987] [INFO ] [sig       ] Generating forecast for: WRBY
[2025-10-14T00:00:03.713020] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WRBY' from 'https://tdm.silogroup.org/data/derivative_storage/WRBY.csv'.
[2025-10-14T00:00:03.722285] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WRBY'.
[2025-10-14T00:00:03.747572] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:03.748255] [DEBUG] [LOCAL     ] No optimal features file found for WRBY: ./output/feature-sets/WRBY.txt
[2025-10-14T00:00:03.748311] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:03.805422] [INFO ] [sig       ] WRBY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:03.951028] [INFO ] [LOCAL     ] Saved forecast: WRBY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WRBY.txt
[2025-10-14T00:00:03.951260] [INFO ] [sig       ] [1763/1810] Completed WRBY in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 11.3s
[2025-10-14T00:00:03.951302] [INFO ] [sig       ] [1764/1810] Forecasting WS...
[2025-10-14T00:00:03.951333] [INFO ] [sig       ] Generating forecast for: WS
[2025-10-14T00:00:03.951364] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WS' from 'https://tdm.silogroup.org/data/derivative_storage/WS.csv'.
[2025-10-14T00:00:03.960916] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WS'.
[2025-10-14T00:00:03.987384] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:03.988196] [DEBUG] [LOCAL     ] No optimal features file found for WS: ./output/feature-sets/WS.txt
[2025-10-14T00:00:03.988254] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:04.049930] [INFO ] [sig       ] WS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:04.197347] [INFO ] [LOCAL     ] Saved forecast: WS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WS.txt
[2025-10-14T00:00:04.197666] [INFO ] [sig       ] [1764/1810] Completed WS in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 11.1s
[2025-10-14T00:00:04.197730] [INFO ] [sig       ] [1765/1810] Forecasting WSM...
[2025-10-14T00:00:04.197794] [INFO ] [sig       ] Generating forecast for: WSM
[2025-10-14T00:00:04.197848] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSM' from 'https://tdm.silogroup.org/data/derivative_storage/WSM.csv'.
[2025-10-14T00:00:04.207632] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSM'.
[2025-10-14T00:00:04.234427] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:04.235316] [DEBUG] [LOCAL     ] No optimal features file found for WSM: ./output/feature-sets/WSM.txt
[2025-10-14T00:00:04.235386] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:04.297054] [INFO ] [sig       ] WSM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:04.446442] [INFO ] [LOCAL     ] Saved forecast: WSM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WSM.txt
[2025-10-14T00:00:04.446674] [INFO ] [sig       ] [1765/1810] Completed WSM in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 10.8s
[2025-10-14T00:00:04.446736] [INFO ] [sig       ] [1766/1810] Forecasting WSO...
[2025-10-14T00:00:04.446782] [INFO ] [sig       ] Generating forecast for: WSO
[2025-10-14T00:00:04.446817] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSO' from 'https://tdm.silogroup.org/data/derivative_storage/WSO.csv'.
[2025-10-14T00:00:04.456011] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSO'.
[2025-10-14T00:00:04.481334] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:04.482089] [DEBUG] [LOCAL     ] No optimal features file found for WSO: ./output/feature-sets/WSO.txt
[2025-10-14T00:00:04.482146] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:04.551376] [INFO ] [sig       ] WSO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:04.699078] [INFO ] [LOCAL     ] Saved forecast: WSO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WSO.txt
[2025-10-14T00:00:04.699302] [INFO ] [sig       ] [1766/1810] Completed WSO in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 10.6s
[2025-10-14T00:00:04.699345] [INFO ] [sig       ] [1767/1810] Forecasting WSR...
[2025-10-14T00:00:04.699376] [INFO ] [sig       ] Generating forecast for: WSR
[2025-10-14T00:00:04.699458] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WSR' from 'https://tdm.silogroup.org/data/derivative_storage/WSR.csv'.
[2025-10-14T00:00:04.708809] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WSR'.
[2025-10-14T00:00:04.735253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:04.736194] [DEBUG] [LOCAL     ] No optimal features file found for WSR: ./output/feature-sets/WSR.txt
[2025-10-14T00:00:04.736254] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:04.797386] [INFO ] [sig       ] WSR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:04.948797] [INFO ] [LOCAL     ] Saved forecast: WSR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WSR.txt
[2025-10-14T00:00:04.949027] [INFO ] [sig       ] [1767/1810] Completed WSR in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 10.4s
[2025-10-14T00:00:04.949090] [INFO ] [sig       ] [1768/1810] Forecasting WST...
[2025-10-14T00:00:04.949132] [INFO ] [sig       ] Generating forecast for: WST
[2025-10-14T00:00:04.949165] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WST' from 'https://tdm.silogroup.org/data/derivative_storage/WST.csv'.
[2025-10-14T00:00:04.958089] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WST'.
[2025-10-14T00:00:04.982842] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:04.983494] [DEBUG] [LOCAL     ] No optimal features file found for WST: ./output/feature-sets/WST.txt
[2025-10-14T00:00:04.983547] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:05.041261] [INFO ] [sig       ] WST: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:05.187955] [INFO ] [LOCAL     ] Saved forecast: WST	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WST.txt
[2025-10-14T00:00:05.188150] [INFO ] [sig       ] [1768/1810] Completed WST in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 10.1s
[2025-10-14T00:00:05.188194] [INFO ] [sig       ] [1769/1810] Forecasting WT...
[2025-10-14T00:00:05.188229] [INFO ] [sig       ] Generating forecast for: WT
[2025-10-14T00:00:05.188265] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WT' from 'https://tdm.silogroup.org/data/derivative_storage/WT.csv'.
[2025-10-14T00:00:05.196835] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WT'.
[2025-10-14T00:00:05.222102] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:05.222829] [DEBUG] [LOCAL     ] No optimal features file found for WT: ./output/feature-sets/WT.txt
[2025-10-14T00:00:05.222903] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:05.279052] [INFO ] [sig       ] WT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:05.423566] [INFO ] [LOCAL     ] Saved forecast: WT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WT.txt
[2025-10-14T00:00:05.423838] [INFO ] [sig       ] [1769/1810] Completed WT in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 9.9s
[2025-10-14T00:00:05.423896] [INFO ] [sig       ] [1770/1810] Forecasting WTI...
[2025-10-14T00:00:05.423929] [INFO ] [sig       ] Generating forecast for: WTI
[2025-10-14T00:00:05.423963] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTI' from 'https://tdm.silogroup.org/data/derivative_storage/WTI.csv'.
[2025-10-14T00:00:05.432944] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTI'.
[2025-10-14T00:00:05.458671] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:05.459427] [DEBUG] [LOCAL     ] No optimal features file found for WTI: ./output/feature-sets/WTI.txt
[2025-10-14T00:00:05.459516] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:05.530998] [INFO ] [sig       ] WTI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:05.674736] [INFO ] [LOCAL     ] Saved forecast: WTI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WTI.txt
[2025-10-14T00:00:05.674997] [INFO ] [sig       ] [1770/1810] Completed WTI in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 9.6s
[2025-10-14T00:00:05.675040] [INFO ] [sig       ] [1771/1810] Forecasting WTRG...
[2025-10-14T00:00:05.675071] [INFO ] [sig       ] Generating forecast for: WTRG
[2025-10-14T00:00:05.675103] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTRG' from 'https://tdm.silogroup.org/data/derivative_storage/WTRG.csv'.
[2025-10-14T00:00:05.684888] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTRG'.
[2025-10-14T00:00:05.711430] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:05.712341] [DEBUG] [LOCAL     ] No optimal features file found for WTRG: ./output/feature-sets/WTRG.txt
[2025-10-14T00:00:05.712398] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:05.776567] [INFO ] [sig       ] WTRG: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:05.921519] [INFO ] [LOCAL     ] Saved forecast: WTRG	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WTRG.txt
[2025-10-14T00:00:05.921823] [INFO ] [sig       ] [1771/1810] Completed WTRG in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 9.4s
[2025-10-14T00:00:05.921887] [INFO ] [sig       ] [1772/1810] Forecasting WTS...
[2025-10-14T00:00:05.921920] [INFO ] [sig       ] Generating forecast for: WTS
[2025-10-14T00:00:05.921953] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTS' from 'https://tdm.silogroup.org/data/derivative_storage/WTS.csv'.
[2025-10-14T00:00:05.931770] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTS'.
[2025-10-14T00:00:05.957755] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:05.958746] [DEBUG] [LOCAL     ] No optimal features file found for WTS: ./output/feature-sets/WTS.txt
[2025-10-14T00:00:05.958803] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:06.016988] [INFO ] [sig       ] WTS: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:06.174606] [INFO ] [LOCAL     ] Saved forecast: WTS	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WTS.txt
[2025-10-14T00:00:06.174879] [INFO ] [sig       ] [1772/1810] Completed WTS in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 9.1s
[2025-10-14T00:00:06.174927] [INFO ] [sig       ] [1773/1810] Forecasting WTTR...
[2025-10-14T00:00:06.174969] [INFO ] [sig       ] Generating forecast for: WTTR
[2025-10-14T00:00:06.175003] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WTTR' from 'https://tdm.silogroup.org/data/derivative_storage/WTTR.csv'.
[2025-10-14T00:00:06.184492] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WTTR'.
[2025-10-14T00:00:06.210063] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:06.210764] [DEBUG] [LOCAL     ] No optimal features file found for WTTR: ./output/feature-sets/WTTR.txt
[2025-10-14T00:00:06.210819] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:06.271310] [INFO ] [sig       ] WTTR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:06.412782] [INFO ] [LOCAL     ] Saved forecast: WTTR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/WTTR.txt
[2025-10-14T00:00:06.413002] [INFO ] [sig       ] [1773/1810] Completed WTTR in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 8.9s
[2025-10-14T00:00:06.413045] [INFO ] [sig       ] [1774/1810] Forecasting WU...
[2025-10-14T00:00:06.413077] [INFO ] [sig       ] Generating forecast for: WU
[2025-10-14T00:00:06.413109] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WU' from 'https://tdm.silogroup.org/data/derivative_storage/WU.csv'.
[2025-10-14T00:00:06.421575] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WU'.
[2025-10-14T00:00:06.446760] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:06.447447] [DEBUG] [LOCAL     ] No optimal features file found for WU: ./output/feature-sets/WU.txt
[2025-10-14T00:00:06.447537] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:06.504904] [INFO ] [sig       ] WU: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:06.650312] [INFO ] [LOCAL     ] Saved forecast: WU	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WU.txt
[2025-10-14T00:00:06.650515] [INFO ] [sig       ] [1774/1810] Completed WU in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 8.7s
[2025-10-14T00:00:06.650558] [INFO ] [sig       ] [1775/1810] Forecasting WWW...
[2025-10-14T00:00:06.650589] [INFO ] [sig       ] Generating forecast for: WWW
[2025-10-14T00:00:06.650622] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WWW' from 'https://tdm.silogroup.org/data/derivative_storage/WWW.csv'.
[2025-10-14T00:00:06.659302] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WWW'.
[2025-10-14T00:00:06.684378] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:06.685103] [DEBUG] [LOCAL     ] No optimal features file found for WWW: ./output/feature-sets/WWW.txt
[2025-10-14T00:00:06.685159] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:06.746986] [INFO ] [sig       ] WWW: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:06.888524] [INFO ] [LOCAL     ] Saved forecast: WWW	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WWW.txt
[2025-10-14T00:00:06.888754] [INFO ] [sig       ] [1775/1810] Completed WWW in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 8.4s
[2025-10-14T00:00:06.888813] [INFO ] [sig       ] [1776/1810] Forecasting WY...
[2025-10-14T00:00:06.888847] [INFO ] [sig       ] Generating forecast for: WY
[2025-10-14T00:00:06.888879] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'WY' from 'https://tdm.silogroup.org/data/derivative_storage/WY.csv'.
[2025-10-14T00:00:06.898253] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'WY'.
[2025-10-14T00:00:06.924638] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:06.925555] [DEBUG] [LOCAL     ] No optimal features file found for WY: ./output/feature-sets/WY.txt
[2025-10-14T00:00:06.925663] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:06.985280] [INFO ] [sig       ] WY: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:07.145948] [INFO ] [LOCAL     ] Saved forecast: WY	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/WY.txt
[2025-10-14T00:00:07.146153] [INFO ] [sig       ] [1776/1810] Completed WY in 0.3s | 4.15 sym/s | Total: 7.1m | ETA: 8.2s
[2025-10-14T00:00:07.146195] [INFO ] [sig       ] [1777/1810] Forecasting XFLT...
[2025-10-14T00:00:07.146226] [INFO ] [sig       ] Generating forecast for: XFLT
[2025-10-14T00:00:07.146257] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XFLT' from 'https://tdm.silogroup.org/data/derivative_storage/XFLT.csv'.
[2025-10-14T00:00:07.156377] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XFLT'.
[2025-10-14T00:00:07.181588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:07.182284] [DEBUG] [LOCAL     ] No optimal features file found for XFLT: ./output/feature-sets/XFLT.txt
[2025-10-14T00:00:07.182342] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:07.238059] [INFO ] [sig       ] XFLT: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:07.375707] [INFO ] [LOCAL     ] Saved forecast: XFLT	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XFLT.txt
[2025-10-14T00:00:07.375897] [INFO ] [sig       ] [1777/1810] Completed XFLT in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 7.9s
[2025-10-14T00:00:07.375938] [INFO ] [sig       ] [1778/1810] Forecasting XHR...
[2025-10-14T00:00:07.375968] [INFO ] [sig       ] Generating forecast for: XHR
[2025-10-14T00:00:07.376000] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XHR' from 'https://tdm.silogroup.org/data/derivative_storage/XHR.csv'.
[2025-10-14T00:00:07.385565] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XHR'.
[2025-10-14T00:00:07.411729] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:07.412397] [DEBUG] [LOCAL     ] No optimal features file found for XHR: ./output/feature-sets/XHR.txt
[2025-10-14T00:00:07.412452] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:07.471802] [INFO ] [sig       ] XHR: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:07.613482] [INFO ] [LOCAL     ] Saved forecast: XHR	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XHR.txt
[2025-10-14T00:00:07.613756] [INFO ] [sig       ] [1778/1810] Completed XHR in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 7.7s
[2025-10-14T00:00:07.613817] [INFO ] [sig       ] [1779/1810] Forecasting XOM...
[2025-10-14T00:00:07.613852] [INFO ] [sig       ] Generating forecast for: XOM
[2025-10-14T00:00:07.613885] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XOM' from 'https://tdm.silogroup.org/data/derivative_storage/XOM.csv'.
[2025-10-14T00:00:07.623755] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XOM'.
[2025-10-14T00:00:07.649062] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:07.649819] [DEBUG] [LOCAL     ] No optimal features file found for XOM: ./output/feature-sets/XOM.txt
[2025-10-14T00:00:07.649874] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:07.708605] [INFO ] [sig       ] XOM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:07.847135] [INFO ] [LOCAL     ] Saved forecast: XOM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/XOM.txt
[2025-10-14T00:00:07.847384] [INFO ] [sig       ] [1779/1810] Completed XOM in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 7.5s
[2025-10-14T00:00:07.847500] [INFO ] [sig       ] [1780/1810] Forecasting XPER...
[2025-10-14T00:00:07.847553] [INFO ] [sig       ] Generating forecast for: XPER
[2025-10-14T00:00:07.847589] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPER' from 'https://tdm.silogroup.org/data/derivative_storage/XPER.csv'.
[2025-10-14T00:00:07.856567] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPER'.
[2025-10-14T00:00:07.882702] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:07.883441] [DEBUG] [LOCAL     ] No optimal features file found for XPER: ./output/feature-sets/XPER.txt
[2025-10-14T00:00:07.883495] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:07.941691] [INFO ] [sig       ] XPER: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:08.080270] [INFO ] [LOCAL     ] Saved forecast: XPER	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XPER.txt
[2025-10-14T00:00:08.080457] [INFO ] [sig       ] [1780/1810] Completed XPER in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 7.2s
[2025-10-14T00:00:08.080497] [INFO ] [sig       ] [1781/1810] Forecasting XPEV...
[2025-10-14T00:00:08.080527] [INFO ] [sig       ] Generating forecast for: XPEV
[2025-10-14T00:00:08.080559] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPEV' from 'https://tdm.silogroup.org/data/derivative_storage/XPEV.csv'.
[2025-10-14T00:00:08.092135] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPEV'.
[2025-10-14T00:00:08.120281] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:08.121315] [DEBUG] [LOCAL     ] No optimal features file found for XPEV: ./output/feature-sets/XPEV.txt
[2025-10-14T00:00:08.121388] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:08.182223] [INFO ] [sig       ] XPEV: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:08.326661] [INFO ] [LOCAL     ] Saved forecast: XPEV	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/XPEV.txt
[2025-10-14T00:00:08.326936] [INFO ] [sig       ] [1781/1810] Completed XPEV in 0.2s | 4.15 sym/s | Total: 7.1m | ETA: 7.0s
[2025-10-14T00:00:08.326982] [INFO ] [sig       ] [1782/1810] Forecasting XPO...
[2025-10-14T00:00:08.327015] [INFO ] [sig       ] Generating forecast for: XPO
[2025-10-14T00:00:08.327050] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPO' from 'https://tdm.silogroup.org/data/derivative_storage/XPO.csv'.
[2025-10-14T00:00:08.337928] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPO'.
[2025-10-14T00:00:08.364747] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:08.365561] [DEBUG] [LOCAL     ] No optimal features file found for XPO: ./output/feature-sets/XPO.txt
[2025-10-14T00:00:08.365622] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:08.421679] [INFO ] [sig       ] XPO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:08.578245] [INFO ] [LOCAL     ] Saved forecast: XPO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XPO.txt
[2025-10-14T00:00:08.578534] [INFO ] [sig       ] [1782/1810] Completed XPO in 0.3s | 4.15 sym/s | Total: 7.2m | ETA: 6.7s
[2025-10-14T00:00:08.578578] [INFO ] [sig       ] [1783/1810] Forecasting XPOF...
[2025-10-14T00:00:08.578610] [INFO ] [sig       ] Generating forecast for: XPOF
[2025-10-14T00:00:08.578674] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPOF' from 'https://tdm.silogroup.org/data/derivative_storage/XPOF.csv'.
[2025-10-14T00:00:08.588007] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPOF'.
[2025-10-14T00:00:08.615588] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:08.616447] [DEBUG] [LOCAL     ] No optimal features file found for XPOF: ./output/feature-sets/XPOF.txt
[2025-10-14T00:00:08.616517] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:08.671435] [INFO ] [sig       ] XPOF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:08.825799] [INFO ] [LOCAL     ] Saved forecast: XPOF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XPOF.txt
[2025-10-14T00:00:08.826010] [INFO ] [sig       ] [1783/1810] Completed XPOF in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 6.5s
[2025-10-14T00:00:08.826052] [INFO ] [sig       ] [1784/1810] Forecasting XPRO...
[2025-10-14T00:00:08.826083] [INFO ] [sig       ] Generating forecast for: XPRO
[2025-10-14T00:00:08.826115] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XPRO' from 'https://tdm.silogroup.org/data/derivative_storage/XPRO.csv'.
[2025-10-14T00:00:08.834855] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XPRO'.
[2025-10-14T00:00:08.862553] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:08.863307] [DEBUG] [LOCAL     ] No optimal features file found for XPRO: ./output/feature-sets/XPRO.txt
[2025-10-14T00:00:08.863363] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:08.917672] [INFO ] [sig       ] XPRO: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:09.067344] [INFO ] [LOCAL     ] Saved forecast: XPRO	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XPRO.txt
[2025-10-14T00:00:09.067597] [INFO ] [sig       ] [1784/1810] Completed XPRO in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 6.3s
[2025-10-14T00:00:09.067682] [INFO ] [sig       ] [1785/1810] Forecasting XYF...
[2025-10-14T00:00:09.067733] [INFO ] [sig       ] Generating forecast for: XYF
[2025-10-14T00:00:09.067770] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XYF' from 'https://tdm.silogroup.org/data/derivative_storage/XYF.csv'.
[2025-10-14T00:00:09.076938] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XYF'.
[2025-10-14T00:00:09.102276] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:09.103125] [DEBUG] [LOCAL     ] No optimal features file found for XYF: ./output/feature-sets/XYF.txt
[2025-10-14T00:00:09.103181] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:09.153068] [INFO ] [sig       ] XYF: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:09.302720] [INFO ] [LOCAL     ] Saved forecast: XYF	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/XYF.txt
[2025-10-14T00:00:09.302979] [INFO ] [sig       ] [1785/1810] Completed XYF in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 6.0s
[2025-10-14T00:00:09.303023] [INFO ] [sig       ] [1786/1810] Forecasting XYL...
[2025-10-14T00:00:09.303054] [INFO ] [sig       ] Generating forecast for: XYL
[2025-10-14T00:00:09.303086] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'XYL' from 'https://tdm.silogroup.org/data/derivative_storage/XYL.csv'.
[2025-10-14T00:00:09.312011] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'XYL'.
[2025-10-14T00:00:09.342858] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:09.343633] [DEBUG] [LOCAL     ] No optimal features file found for XYL: ./output/feature-sets/XYL.txt
[2025-10-14T00:00:09.343728] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:09.407332] [INFO ] [sig       ] XYL: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:09.552193] [INFO ] [LOCAL     ] Saved forecast: XYL	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/XYL.txt
[2025-10-14T00:00:09.552430] [INFO ] [sig       ] [1786/1810] Completed XYL in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 5.8s
[2025-10-14T00:00:09.552505] [INFO ] [sig       ] [1787/1810] Forecasting YALA...
[2025-10-14T00:00:09.552555] [INFO ] [sig       ] Generating forecast for: YALA
[2025-10-14T00:00:09.552591] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YALA' from 'https://tdm.silogroup.org/data/derivative_storage/YALA.csv'.
[2025-10-14T00:00:09.561180] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YALA'.
[2025-10-14T00:00:09.586048] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:09.586833] [DEBUG] [LOCAL     ] No optimal features file found for YALA: ./output/feature-sets/YALA.txt
[2025-10-14T00:00:09.586892] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:09.640539] [INFO ] [sig       ] YALA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:09.789578] [INFO ] [LOCAL     ] Saved forecast: YALA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YALA.txt
[2025-10-14T00:00:09.789846] [INFO ] [sig       ] [1787/1810] Completed YALA in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 5.5s
[2025-10-14T00:00:09.789903] [INFO ] [sig       ] [1788/1810] Forecasting YELP...
[2025-10-14T00:00:09.789938] [INFO ] [sig       ] Generating forecast for: YELP
[2025-10-14T00:00:09.789972] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YELP' from 'https://tdm.silogroup.org/data/derivative_storage/YELP.csv'.
[2025-10-14T00:00:09.798523] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YELP'.
[2025-10-14T00:00:09.823865] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:09.824550] [DEBUG] [LOCAL     ] No optimal features file found for YELP: ./output/feature-sets/YELP.txt
[2025-10-14T00:00:09.824606] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:09.872937] [INFO ] [sig       ] YELP: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:10.020343] [INFO ] [LOCAL     ] Saved forecast: YELP	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YELP.txt
[2025-10-14T00:00:10.020550] [INFO ] [sig       ] [1788/1810] Completed YELP in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 5.3s
[2025-10-14T00:00:10.020591] [INFO ] [sig       ] [1789/1810] Forecasting YETI...
[2025-10-14T00:00:10.020622] [INFO ] [sig       ] Generating forecast for: YETI
[2025-10-14T00:00:10.020688] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YETI' from 'https://tdm.silogroup.org/data/derivative_storage/YETI.csv'.
[2025-10-14T00:00:10.028796] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YETI'.
[2025-10-14T00:00:10.053771] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:10.054474] [DEBUG] [LOCAL     ] No optimal features file found for YETI: ./output/feature-sets/YETI.txt
[2025-10-14T00:00:10.054528] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:10.106099] [INFO ] [sig       ] YETI: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:10.244602] [INFO ] [LOCAL     ] Saved forecast: YETI	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/YETI.txt
[2025-10-14T00:00:10.244847] [INFO ] [sig       ] [1789/1810] Completed YETI in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 5.1s
[2025-10-14T00:00:10.244901] [INFO ] [sig       ] [1790/1810] Forecasting YEXT...
[2025-10-14T00:00:10.244933] [INFO ] [sig       ] Generating forecast for: YEXT
[2025-10-14T00:00:10.244966] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YEXT' from 'https://tdm.silogroup.org/data/derivative_storage/YEXT.csv'.
[2025-10-14T00:00:10.253051] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YEXT'.
[2025-10-14T00:00:10.277890] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:10.278611] [DEBUG] [LOCAL     ] No optimal features file found for YEXT: ./output/feature-sets/YEXT.txt
[2025-10-14T00:00:10.278690] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:10.334350] [INFO ] [sig       ] YEXT: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:10.483717] [INFO ] [LOCAL     ] Saved forecast: YEXT	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YEXT.txt
[2025-10-14T00:00:10.483938] [INFO ] [sig       ] [1790/1810] Completed YEXT in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 4.8s
[2025-10-14T00:00:10.483980] [INFO ] [sig       ] [1791/1810] Forecasting YMM...
[2025-10-14T00:00:10.484012] [INFO ] [sig       ] Generating forecast for: YMM
[2025-10-14T00:00:10.484045] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YMM' from 'https://tdm.silogroup.org/data/derivative_storage/YMM.csv'.
[2025-10-14T00:00:10.492625] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YMM'.
[2025-10-14T00:00:10.517715] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:10.518376] [DEBUG] [LOCAL     ] No optimal features file found for YMM: ./output/feature-sets/YMM.txt
[2025-10-14T00:00:10.518442] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:10.584899] [INFO ] [sig       ] YMM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:10.724816] [INFO ] [LOCAL     ] Saved forecast: YMM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/YMM.txt
[2025-10-14T00:00:10.725029] [INFO ] [sig       ] [1791/1810] Completed YMM in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 4.6s
[2025-10-14T00:00:10.725071] [INFO ] [sig       ] [1792/1810] Forecasting YOU...
[2025-10-14T00:00:10.725102] [INFO ] [sig       ] Generating forecast for: YOU
[2025-10-14T00:00:10.725134] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YOU' from 'https://tdm.silogroup.org/data/derivative_storage/YOU.csv'.
[2025-10-14T00:00:10.734067] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YOU'.
[2025-10-14T00:00:10.759277] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:10.760043] [DEBUG] [LOCAL     ] No optimal features file found for YOU: ./output/feature-sets/YOU.txt
[2025-10-14T00:00:10.760098] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:10.824803] [INFO ] [sig       ] YOU: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:10.965202] [INFO ] [LOCAL     ] Saved forecast: YOU	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/YOU.txt
[2025-10-14T00:00:10.965413] [INFO ] [sig       ] [1792/1810] Completed YOU in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 4.3s
[2025-10-14T00:00:10.965455] [INFO ] [sig       ] [1793/1810] Forecasting YPF...
[2025-10-14T00:00:10.965485] [INFO ] [sig       ] Generating forecast for: YPF
[2025-10-14T00:00:10.965517] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YPF' from 'https://tdm.silogroup.org/data/derivative_storage/YPF.csv'.
[2025-10-14T00:00:10.975090] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YPF'.
[2025-10-14T00:00:11.000354] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:11.001088] [DEBUG] [LOCAL     ] No optimal features file found for YPF: ./output/feature-sets/YPF.txt
[2025-10-14T00:00:11.001147] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:11.056393] [INFO ] [sig       ] YPF: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:11.199137] [INFO ] [LOCAL     ] Saved forecast: YPF	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/YPF.txt
[2025-10-14T00:00:11.199371] [INFO ] [sig       ] [1793/1810] Completed YPF in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 4.1s
[2025-10-14T00:00:11.199416] [INFO ] [sig       ] [1794/1810] Forecasting YRD...
[2025-10-14T00:00:11.199446] [INFO ] [sig       ] Generating forecast for: YRD
[2025-10-14T00:00:11.199481] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YRD' from 'https://tdm.silogroup.org/data/derivative_storage/YRD.csv'.
[2025-10-14T00:00:11.207768] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YRD'.
[2025-10-14T00:00:11.234084] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:11.234829] [DEBUG] [LOCAL     ] No optimal features file found for YRD: ./output/feature-sets/YRD.txt
[2025-10-14T00:00:11.234894] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:11.287950] [INFO ] [sig       ] YRD: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:11.430363] [INFO ] [LOCAL     ] Saved forecast: YRD	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YRD.txt
[2025-10-14T00:00:11.430615] [INFO ] [sig       ] [1794/1810] Completed YRD in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 3.9s
[2025-10-14T00:00:11.430690] [INFO ] [sig       ] [1795/1810] Forecasting YUM...
[2025-10-14T00:00:11.430737] [INFO ] [sig       ] Generating forecast for: YUM
[2025-10-14T00:00:11.430771] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YUM' from 'https://tdm.silogroup.org/data/derivative_storage/YUM.csv'.
[2025-10-14T00:00:11.439699] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YUM'.
[2025-10-14T00:00:11.465257] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:11.466020] [DEBUG] [LOCAL     ] No optimal features file found for YUM: ./output/feature-sets/YUM.txt
[2025-10-14T00:00:11.466076] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:11.519801] [INFO ] [sig       ] YUM: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:11.665708] [INFO ] [LOCAL     ] Saved forecast: YUM	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YUM.txt
[2025-10-14T00:00:11.665958] [INFO ] [sig       ] [1795/1810] Completed YUM in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 3.6s
[2025-10-14T00:00:11.666002] [INFO ] [sig       ] [1796/1810] Forecasting YUMC...
[2025-10-14T00:00:11.666033] [INFO ] [sig       ] Generating forecast for: YUMC
[2025-10-14T00:00:11.666065] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'YUMC' from 'https://tdm.silogroup.org/data/derivative_storage/YUMC.csv'.
[2025-10-14T00:00:11.675472] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'YUMC'.
[2025-10-14T00:00:11.700436] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:11.701154] [DEBUG] [LOCAL     ] No optimal features file found for YUMC: ./output/feature-sets/YUMC.txt
[2025-10-14T00:00:11.701208] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:11.757691] [INFO ] [sig       ] YUMC: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:11.896102] [INFO ] [LOCAL     ] Saved forecast: YUMC	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/YUMC.txt
[2025-10-14T00:00:11.896311] [INFO ] [sig       ] [1796/1810] Completed YUMC in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 3.4s
[2025-10-14T00:00:11.896353] [INFO ] [sig       ] [1797/1810] Forecasting ZBH...
[2025-10-14T00:00:11.896384] [INFO ] [sig       ] Generating forecast for: ZBH
[2025-10-14T00:00:11.896416] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZBH' from 'https://tdm.silogroup.org/data/derivative_storage/ZBH.csv'.
[2025-10-14T00:00:11.905239] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZBH'.
[2025-10-14T00:00:11.930073] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:11.930770] [DEBUG] [LOCAL     ] No optimal features file found for ZBH: ./output/feature-sets/ZBH.txt
[2025-10-14T00:00:11.930824] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:11.984412] [INFO ] [sig       ] ZBH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:12.132217] [INFO ] [LOCAL     ] Saved forecast: ZBH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZBH.txt
[2025-10-14T00:00:12.132469] [INFO ] [sig       ] [1797/1810] Completed ZBH in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 3.1s
[2025-10-14T00:00:12.132512] [INFO ] [sig       ] [1798/1810] Forecasting ZEPP...
[2025-10-14T00:00:12.132544] [INFO ] [sig       ] Generating forecast for: ZEPP
[2025-10-14T00:00:12.132577] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZEPP' from 'https://tdm.silogroup.org/data/derivative_storage/ZEPP.csv'.
[2025-10-14T00:00:12.141348] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZEPP'.
[2025-10-14T00:00:12.166253] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:12.167022] [DEBUG] [LOCAL     ] No optimal features file found for ZEPP: ./output/feature-sets/ZEPP.txt
[2025-10-14T00:00:12.167078] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:12.224088] [INFO ] [sig       ] ZEPP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:12.364489] [INFO ] [LOCAL     ] Saved forecast: ZEPP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZEPP.txt
[2025-10-14T00:00:12.364743] [INFO ] [sig       ] [1798/1810] Completed ZEPP in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 2.9s
[2025-10-14T00:00:12.364803] [INFO ] [sig       ] [1799/1810] Forecasting ZETA...
[2025-10-14T00:00:12.364837] [INFO ] [sig       ] Generating forecast for: ZETA
[2025-10-14T00:00:12.364869] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZETA' from 'https://tdm.silogroup.org/data/derivative_storage/ZETA.csv'.
[2025-10-14T00:00:12.374853] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZETA'.
[2025-10-14T00:00:12.400300] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:12.401057] [DEBUG] [LOCAL     ] No optimal features file found for ZETA: ./output/feature-sets/ZETA.txt
[2025-10-14T00:00:12.401112] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:12.459936] [INFO ] [sig       ] ZETA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:12.606230] [INFO ] [LOCAL     ] Saved forecast: ZETA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZETA.txt
[2025-10-14T00:00:12.606438] [INFO ] [sig       ] [1799/1810] Completed ZETA in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 2.6s
[2025-10-14T00:00:12.606479] [INFO ] [sig       ] [1800/1810] Forecasting ZGN...
[2025-10-14T00:00:12.606509] [INFO ] [sig       ] Generating forecast for: ZGN
[2025-10-14T00:00:12.606542] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZGN' from 'https://tdm.silogroup.org/data/derivative_storage/ZGN.csv'.
[2025-10-14T00:00:12.615354] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZGN'.
[2025-10-14T00:00:12.641390] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:12.642256] [DEBUG] [LOCAL     ] No optimal features file found for ZGN: ./output/feature-sets/ZGN.txt
[2025-10-14T00:00:12.642315] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:12.696903] [INFO ] [sig       ] ZGN: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:12.844951] [INFO ] [LOCAL     ] Saved forecast: ZGN	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZGN.txt
[2025-10-14T00:00:12.845204] [INFO ] [sig       ] [1800/1810] Completed ZGN in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 2.4s
[2025-10-14T00:00:12.845251] [INFO ] [sig       ] [1801/1810] Forecasting ZH...
[2025-10-14T00:00:12.845284] [INFO ] [sig       ] Generating forecast for: ZH
[2025-10-14T00:00:12.845318] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZH' from 'https://tdm.silogroup.org/data/derivative_storage/ZH.csv'.
[2025-10-14T00:00:12.854423] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZH'.
[2025-10-14T00:00:12.879748] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:12.880486] [DEBUG] [LOCAL     ] No optimal features file found for ZH: ./output/feature-sets/ZH.txt
[2025-10-14T00:00:12.880543] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:12.936926] [INFO ] [sig       ] ZH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:13.078197] [INFO ] [LOCAL     ] Saved forecast: ZH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZH.txt
[2025-10-14T00:00:13.078396] [INFO ] [sig       ] [1801/1810] Completed ZH in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 2.2s
[2025-10-14T00:00:13.078438] [INFO ] [sig       ] [1802/1810] Forecasting ZIM...
[2025-10-14T00:00:13.078469] [INFO ] [sig       ] Generating forecast for: ZIM
[2025-10-14T00:00:13.078506] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZIM' from 'https://tdm.silogroup.org/data/derivative_storage/ZIM.csv'.
[2025-10-14T00:00:13.087665] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZIM'.
[2025-10-14T00:00:13.112607] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:13.113321] [DEBUG] [LOCAL     ] No optimal features file found for ZIM: ./output/feature-sets/ZIM.txt
[2025-10-14T00:00:13.113375] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:13.168219] [INFO ] [sig       ] ZIM: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:13.308264] [INFO ] [LOCAL     ] Saved forecast: ZIM	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZIM.txt
[2025-10-14T00:00:13.308488] [INFO ] [sig       ] [1802/1810] Completed ZIM in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 1.9s
[2025-10-14T00:00:13.308532] [INFO ] [sig       ] [1803/1810] Forecasting ZIP...
[2025-10-14T00:00:13.308563] [INFO ] [sig       ] Generating forecast for: ZIP
[2025-10-14T00:00:13.308595] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZIP' from 'https://tdm.silogroup.org/data/derivative_storage/ZIP.csv'.
[2025-10-14T00:00:13.316869] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZIP'.
[2025-10-14T00:00:13.342448] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:13.343187] [DEBUG] [LOCAL     ] No optimal features file found for ZIP: ./output/feature-sets/ZIP.txt
[2025-10-14T00:00:13.343243] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:13.390133] [INFO ] [sig       ] ZIP: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:13.532849] [INFO ] [LOCAL     ] Saved forecast: ZIP	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZIP.txt
[2025-10-14T00:00:13.533105] [INFO ] [sig       ] [1803/1810] Completed ZIP in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 1.7s
[2025-10-14T00:00:13.533148] [INFO ] [sig       ] [1804/1810] Forecasting ZK...
[2025-10-14T00:00:13.533177] [INFO ] [sig       ] Generating forecast for: ZK
[2025-10-14T00:00:13.533209] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZK' from 'https://tdm.silogroup.org/data/derivative_storage/ZK.csv'.
[2025-10-14T00:00:13.541806] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZK'.
[2025-10-14T00:00:13.566535] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:13.567245] [DEBUG] [LOCAL     ] No optimal features file found for ZK: ./output/feature-sets/ZK.txt
[2025-10-14T00:00:13.567300] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:13.614322] [INFO ] [sig       ] ZK: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:13.755084] [INFO ] [LOCAL     ] Saved forecast: ZK	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZK.txt
[2025-10-14T00:00:13.755304] [INFO ] [sig       ] [1804/1810] Completed ZK in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 1.4s
[2025-10-14T00:00:13.755345] [INFO ] [sig       ] [1805/1810] Forecasting ZKH...
[2025-10-14T00:00:13.755376] [INFO ] [sig       ] Generating forecast for: ZKH
[2025-10-14T00:00:13.755408] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZKH' from 'https://tdm.silogroup.org/data/derivative_storage/ZKH.csv'.
[2025-10-14T00:00:13.763871] [DEBUG] [REMOTE    ] Successfully parsed 1793 rows of historical data for symbol 'ZKH'.
[2025-10-14T00:00:13.789456] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:13.790296] [DEBUG] [LOCAL     ] No optimal features file found for ZKH: ./output/feature-sets/ZKH.txt
[2025-10-14T00:00:13.790354] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:13.841588] [INFO ] [sig       ] ZKH: Forecast for 2025-10-13: DOWN (sign=0.00)
[2025-10-14T00:00:13.987972] [INFO ] [LOCAL     ] Saved forecast: ZKH	2025-10-14	0 -> ./output/forecasts/individual/2025-10-14/ZKH.txt
[2025-10-14T00:00:13.988176] [INFO ] [sig       ] [1805/1810] Completed ZKH in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 1.2s
[2025-10-14T00:00:13.988218] [INFO ] [sig       ] [1806/1810] Forecasting ZTO...
[2025-10-14T00:00:13.988249] [INFO ] [sig       ] Generating forecast for: ZTO
[2025-10-14T00:00:13.988282] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTO' from 'https://tdm.silogroup.org/data/derivative_storage/ZTO.csv'.
[2025-10-14T00:00:13.996390] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTO'.
[2025-10-14T00:00:14.025398] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:14.026190] [DEBUG] [LOCAL     ] No optimal features file found for ZTO: ./output/feature-sets/ZTO.txt
[2025-10-14T00:00:14.026248] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:14.073838] [INFO ] [sig       ] ZTO: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:14.213894] [INFO ] [LOCAL     ] Saved forecast: ZTO	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZTO.txt
[2025-10-14T00:00:14.214111] [INFO ] [sig       ] [1806/1810] Completed ZTO in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 1.0s
[2025-10-14T00:00:14.214153] [INFO ] [sig       ] [1807/1810] Forecasting ZTR...
[2025-10-14T00:00:14.214186] [INFO ] [sig       ] Generating forecast for: ZTR
[2025-10-14T00:00:14.214219] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTR' from 'https://tdm.silogroup.org/data/derivative_storage/ZTR.csv'.
[2025-10-14T00:00:14.222394] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTR'.
[2025-10-14T00:00:14.247863] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:14.248533] [DEBUG] [LOCAL     ] No optimal features file found for ZTR: ./output/feature-sets/ZTR.txt
[2025-10-14T00:00:14.248587] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:14.315711] [INFO ] [sig       ] ZTR: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:14.456910] [INFO ] [LOCAL     ] Saved forecast: ZTR	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZTR.txt
[2025-10-14T00:00:14.457342] [INFO ] [sig       ] [1807/1810] Completed ZTR in 0.2s | 4.15 sym/s | Total: 7.2m | ETA: 0.7s
[2025-10-14T00:00:14.457385] [INFO ] [sig       ] [1808/1810] Forecasting ZTS...
[2025-10-14T00:00:14.457415] [INFO ] [sig       ] Generating forecast for: ZTS
[2025-10-14T00:00:14.457447] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZTS' from 'https://tdm.silogroup.org/data/derivative_storage/ZTS.csv'.
[2025-10-14T00:00:14.467484] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZTS'.
[2025-10-14T00:00:14.494001] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:14.494686] [DEBUG] [LOCAL     ] No optimal features file found for ZTS: ./output/feature-sets/ZTS.txt
[2025-10-14T00:00:14.494742] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:14.550569] [INFO ] [sig       ] ZTS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:14.691543] [INFO ] [LOCAL     ] Saved forecast: ZTS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZTS.txt
[2025-10-14T00:00:14.691787] [INFO ] [sig       ] [1808/1810] Completed ZTS in 0.2s | 4.15 sym/s | Total: 7.3m | ETA: 0.5s
[2025-10-14T00:00:14.691848] [INFO ] [sig       ] [1809/1810] Forecasting ZVIA...
[2025-10-14T00:00:14.691881] [INFO ] [sig       ] Generating forecast for: ZVIA
[2025-10-14T00:00:14.691964] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZVIA' from 'https://tdm.silogroup.org/data/derivative_storage/ZVIA.csv'.
[2025-10-14T00:00:14.701089] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZVIA'.
[2025-10-14T00:00:14.728528] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:14.729344] [DEBUG] [LOCAL     ] No optimal features file found for ZVIA: ./output/feature-sets/ZVIA.txt
[2025-10-14T00:00:14.729401] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:14.788707] [INFO ] [sig       ] ZVIA: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:14.934253] [INFO ] [LOCAL     ] Saved forecast: ZVIA	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZVIA.txt
[2025-10-14T00:00:14.934476] [INFO ] [sig       ] [1809/1810] Completed ZVIA in 0.2s | 4.15 sym/s | Total: 7.3m | ETA: 0.2s
[2025-10-14T00:00:14.934518] [INFO ] [sig       ] [1810/1810] Forecasting ZWS...
[2025-10-14T00:00:14.934549] [INFO ] [sig       ] Generating forecast for: ZWS
[2025-10-14T00:00:14.934581] [DEBUG] [REMOTE    ] Fetching historical data for symbol 'ZWS' from 'https://tdm.silogroup.org/data/derivative_storage/ZWS.csv'.
[2025-10-14T00:00:14.943689] [DEBUG] [REMOTE    ] Successfully parsed 1794 rows of historical data for symbol 'ZWS'.
[2025-10-14T00:00:14.968632] [DEBUG] [FEATURES  ] Trimmed daily data from 138 to 90 rows (keeping most recent 90 days)
[2025-10-14T00:00:14.969356] [DEBUG] [LOCAL     ] No optimal features file found for ZWS: ./output/feature-sets/ZWS.txt
[2025-10-14T00:00:14.969411] [DEBUG] [FEATURES  ] DataBuilder: No feature methods specified and no optimal features found, returning after step 3.
[2025-10-14T00:00:15.029448] [INFO ] [sig       ] ZWS: Forecast for 2025-10-13: UP (sign=1.00)
[2025-10-14T00:00:15.168360] [INFO ] [LOCAL     ] Saved forecast: ZWS	2025-10-14	1 -> ./output/forecasts/individual/2025-10-14/ZWS.txt
[2025-10-14T00:00:15.168577] [INFO ] [sig       ] [1810/1810] Completed ZWS in 0.2s | 4.15 sym/s | Total: 7.3m | ETA: 0.0s
[2025-10-14T00:00:15.168622] [INFO ] [sig       ] ==================================================
[2025-10-14T00:00:15.168686] [INFO ] [sig       ] Forecasts complete: 1810/1810 symbols succeeded
[2025-10-14T00:00:15.168734] [INFO ] [sig       ] Automatically generating consolidated reports...
[2025-10-14T00:00:15.168766] [INFO ] [sig       ] Generating consolidated forecast reports
[2025-10-14T00:00:15.168853] [INFO ] [sig       ] Found 3 forecast dates to process
[2025-10-14T00:00:15.168890] [INFO ] [sig       ] [1/3] Processing report for 2025-10-10...
[2025-10-14T00:00:15.168948] [INFO ] [sig       ] [1/3] Report for 2025-10-10 already exists, skipping...
[2025-10-14T00:00:15.169002] [INFO ] [sig       ] [2/3] Processing report for 2025-10-13...
[2025-10-14T00:00:15.169045] [INFO ] [sig       ] [2/3] Report for 2025-10-13 already exists, skipping...
[2025-10-14T00:00:15.169074] [INFO ] [sig       ] [3/3] Processing report for 2025-10-14...
[2025-10-14T00:00:15.225287] [DEBUG] [LOCAL     ] Loaded configuration for GATX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.226677] [DEBUG] [LOCAL     ] Loaded configuration for TNET: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.227035] [DEBUG] [LOCAL     ] Loaded configuration for CON: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.227386] [DEBUG] [LOCAL     ] Loaded configuration for LXFR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.227820] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.228216] [DEBUG] [LOCAL     ] Loaded configuration for ABEV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.228573] [DEBUG] [LOCAL     ] Loaded configuration for FHI: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.228962] [DEBUG] [LOCAL     ] Loaded configuration for WK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.229274] [DEBUG] [LOCAL     ] Loaded configuration for FIX: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.229577] [DEBUG] [LOCAL     ] Loaded configuration for FNF: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.230000] [DEBUG] [LOCAL     ] Loaded configuration for BXC: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.230332] [DEBUG] [LOCAL     ] Loaded configuration for MGRB: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.230684] [DEBUG] [LOCAL     ] Loaded configuration for CEE: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.230996] [DEBUG] [LOCAL     ] Loaded configuration for RGT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.231113] [DEBUG] [LOCAL     ] Loaded configuration for LBRT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.231441] [DEBUG] [LOCAL     ] Loaded configuration for LOMA: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.231750] [DEBUG] [LOCAL     ] Loaded configuration for IOT: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.232077] [DEBUG] [LOCAL     ] Loaded configuration for INSP: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.232229] [DEBUG] [LOCAL     ] Loaded configuration for MIR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.232549] [DEBUG] [LOCAL     ] Loaded configuration for IX: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.232956] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.233286] [DEBUG] [LOCAL     ] Loaded configuration for QVCD: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.233592] [DEBUG] [LOCAL     ] Loaded configuration for TV: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.233929] [DEBUG] [LOCAL     ] Loaded configuration for LEG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.234279] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.234598] [DEBUG] [LOCAL     ] Loaded configuration for J: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.234972] [DEBUG] [LOCAL     ] Loaded configuration for DLR: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.235276] [DEBUG] [LOCAL     ] Loaded configuration for WOW: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.235639] [DEBUG] [LOCAL     ] Loaded configuration for GHLD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.236142] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.236490] [DEBUG] [LOCAL     ] Loaded configuration for NXG: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.236821] [DEBUG] [LOCAL     ] Loaded configuration for FLS: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.237136] [DEBUG] [LOCAL     ] Loaded configuration for HCI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.237504] [DEBUG] [LOCAL     ] Loaded configuration for MVT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.237795] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.238086] [DEBUG] [LOCAL     ] Loaded configuration for LPL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.238429] [DEBUG] [LOCAL     ] Loaded configuration for BABA: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.238704] [DEBUG] [LOCAL     ] Loaded configuration for VIST: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.239005] [DEBUG] [LOCAL     ] Loaded configuration for ACP: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.239275] [DEBUG] [LOCAL     ] Loaded configuration for UVV: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.239567] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.239883] [DEBUG] [LOCAL     ] Loaded configuration for ACRE: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.240156] [DEBUG] [LOCAL     ] Loaded configuration for CLX: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.240453] [DEBUG] [LOCAL     ] Loaded configuration for GL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.240781] [DEBUG] [LOCAL     ] Loaded configuration for NQP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.241044] [DEBUG] [LOCAL     ] Loaded configuration for TIMB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.241487] [DEBUG] [LOCAL     ] Loaded configuration for KMPR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.241866] [DEBUG] [LOCAL     ] Loaded configuration for CMS: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.242168] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.242518] [DEBUG] [LOCAL     ] Loaded configuration for GMED: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.242832] [DEBUG] [LOCAL     ] Loaded configuration for IGA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.243177] [DEBUG] [LOCAL     ] Loaded configuration for ARE: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.243485] [DEBUG] [LOCAL     ] Loaded configuration for BRX: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.243871] [DEBUG] [LOCAL     ] Loaded configuration for SHW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.244177] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.244449] [DEBUG] [LOCAL     ] Loaded configuration for AMX: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.244781] [DEBUG] [LOCAL     ] Loaded configuration for PAC: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.245075] [DEBUG] [LOCAL     ] Loaded configuration for ACV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.245421] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.245738] [DEBUG] [LOCAL     ] Loaded configuration for AQNB: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.246043] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.246348] [DEBUG] [LOCAL     ] Loaded configuration for CATO: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.246439] [DEBUG] [LOCAL     ] Loaded configuration for CWH: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.246745] [DEBUG] [LOCAL     ] Loaded configuration for MFSG: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.247012] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.247303] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.247631] [DEBUG] [LOCAL     ] Loaded configuration for HGER: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.248010] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.248315] [DEBUG] [LOCAL     ] Loaded configuration for KNF: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.248627] [DEBUG] [LOCAL     ] Loaded configuration for YMM: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.248988] [DEBUG] [LOCAL     ] Loaded configuration for RLX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.249115] [DEBUG] [LOCAL     ] Loaded configuration for CTRA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.249412] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.249753] [DEBUG] [LOCAL     ] Loaded configuration for UZF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.250059] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.250396] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.250714] [DEBUG] [LOCAL     ] Loaded configuration for BKN: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.251042] [DEBUG] [LOCAL     ] Loaded configuration for ELF: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.251317] [DEBUG] [LOCAL     ] Loaded configuration for WTTR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.251714] [DEBUG] [LOCAL     ] Loaded configuration for STEL: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.251993] [DEBUG] [LOCAL     ] Loaded configuration for TOL: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.252332] [DEBUG] [LOCAL     ] Loaded configuration for SILA: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.252684] [DEBUG] [LOCAL     ] Loaded configuration for RERE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.253145] [DEBUG] [LOCAL     ] Loaded configuration for KIM: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.253480] [DEBUG] [LOCAL     ] Loaded configuration for TSN: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.253764] [DEBUG] [LOCAL     ] Loaded configuration for HYT: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.254853] [DEBUG] [LOCAL     ] Loaded configuration for BIT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.255200] [DEBUG] [LOCAL     ] Loaded configuration for YEXT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.255537] [DEBUG] [LOCAL     ] Loaded configuration for VHI: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.255817] [DEBUG] [LOCAL     ] Loaded configuration for FTV: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.256150] [DEBUG] [LOCAL     ] Loaded configuration for ZTR: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.256489] [DEBUG] [LOCAL     ] Loaded configuration for VATE: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.256804] [DEBUG] [LOCAL     ] Loaded configuration for AHT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.257095] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.257433] [DEBUG] [LOCAL     ] Loaded configuration for VSCO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.257787] [DEBUG] [LOCAL     ] Loaded configuration for IP: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.258129] [DEBUG] [LOCAL     ] Loaded configuration for BGT: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.258429] [DEBUG] [LOCAL     ] Loaded configuration for EIC: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.258724] [DEBUG] [LOCAL     ] Loaded configuration for CB: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.259032] [DEBUG] [LOCAL     ] Loaded configuration for PDT: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.259339] [DEBUG] [LOCAL     ] Loaded configuration for IEX: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.259613] [DEBUG] [LOCAL     ] Loaded configuration for AXL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.259963] [DEBUG] [LOCAL     ] Loaded configuration for UBS: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.260234] [DEBUG] [LOCAL     ] Loaded configuration for HRL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.260524] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.260668] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.260998] [DEBUG] [LOCAL     ] Loaded configuration for NXDT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.261308] [DEBUG] [LOCAL     ] Loaded configuration for LION: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.261627] [DEBUG] [LOCAL     ] Loaded configuration for BTZ: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.261939] [DEBUG] [LOCAL     ] Loaded configuration for TISI: 1 features, 40.0% accuracy
[2025-10-14T00:00:15.262262] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.262556] [DEBUG] [LOCAL     ] Loaded configuration for JHS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.262890] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.263176] [DEBUG] [LOCAL     ] Loaded configuration for XPEV: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.263463] [DEBUG] [LOCAL     ] Loaded configuration for BLW: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.263559] [DEBUG] [LOCAL     ] Loaded configuration for DX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.263860] [DEBUG] [LOCAL     ] Loaded configuration for IHG: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.264133] [DEBUG] [LOCAL     ] Loaded configuration for TNK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.264401] [DEBUG] [LOCAL     ] Loaded configuration for BNJ: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.264692] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.265033] [DEBUG] [LOCAL     ] Loaded configuration for UDR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.265355] [DEBUG] [LOCAL     ] Loaded configuration for LYG: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.265446] [DEBUG] [LOCAL     ] Loaded configuration for DG: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.265745] [DEBUG] [LOCAL     ] Loaded configuration for SOR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.266020] [DEBUG] [LOCAL     ] Loaded configuration for KOS: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.266308] [DEBUG] [LOCAL     ] Loaded configuration for ARR: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.266674] [DEBUG] [LOCAL     ] Loaded configuration for VTEX: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.266966] [DEBUG] [LOCAL     ] Loaded configuration for ETX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.267309] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.267680] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.267972] [DEBUG] [LOCAL     ] Loaded configuration for OCFT: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.268310] [DEBUG] [LOCAL     ] Loaded configuration for NUW: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.268688] [DEBUG] [LOCAL     ] Loaded configuration for JBL: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.268996] [DEBUG] [LOCAL     ] Loaded configuration for FUN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.269087] [DEBUG] [LOCAL     ] Loaded configuration for CTO: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.269338] [DEBUG] [LOCAL     ] Loaded configuration for ECC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.269623] [DEBUG] [LOCAL     ] Loaded configuration for BG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.269925] [DEBUG] [LOCAL     ] Loaded configuration for KTF: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.271540] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.271630] [DEBUG] [LOCAL     ] Loaded configuration for CNC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.271987] [DEBUG] [LOCAL     ] Loaded configuration for LZM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.272314] [DEBUG] [LOCAL     ] Loaded configuration for ATGE: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.272596] [DEBUG] [LOCAL     ] Loaded configuration for BXMX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.272732] [DEBUG] [LOCAL     ] Loaded configuration for AQN: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.273015] [DEBUG] [LOCAL     ] Loaded configuration for RYI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.273341] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.273709] [DEBUG] [LOCAL     ] Loaded configuration for VTLE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.274049] [DEBUG] [LOCAL     ] Loaded configuration for CRH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.274352] [DEBUG] [LOCAL     ] Loaded configuration for GHM: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.274686] [DEBUG] [LOCAL     ] Loaded configuration for DAC: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.275016] [DEBUG] [LOCAL     ] Loaded configuration for AFL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.275527] [DEBUG] [LOCAL     ] Loaded configuration for LMND: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.275834] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.276132] [DEBUG] [LOCAL     ] Loaded configuration for RMT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.276570] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.276903] [DEBUG] [LOCAL     ] Loaded configuration for BARK: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.277201] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.277292] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.277623] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.278012] [DEBUG] [LOCAL     ] Loaded configuration for FIHL: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.278352] [DEBUG] [LOCAL     ] Loaded configuration for HLF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.278704] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 7 features, 80.0% accuracy
[2025-10-14T00:00:15.279074] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.279394] [DEBUG] [LOCAL     ] Loaded configuration for HLIO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.279751] [DEBUG] [LOCAL     ] Loaded configuration for SNV: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.280044] [DEBUG] [LOCAL     ] Loaded configuration for XOM: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.280350] [DEBUG] [LOCAL     ] Loaded configuration for FVRR: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.281252] [DEBUG] [LOCAL     ] Loaded configuration for UAA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.282232] [DEBUG] [LOCAL     ] Loaded configuration for DCO: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.282536] [DEBUG] [LOCAL     ] Loaded configuration for BGS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.282851] [DEBUG] [LOCAL     ] Loaded configuration for LUCK: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.283151] [DEBUG] [LOCAL     ] Loaded configuration for HUN: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.283464] [DEBUG] [LOCAL     ] Loaded configuration for BE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.283579] [DEBUG] [LOCAL     ] Loaded configuration for VEL: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.283926] [DEBUG] [LOCAL     ] Loaded configuration for GUG: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.284286] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.285278] [DEBUG] [LOCAL     ] Loaded configuration for KN: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.285596] [DEBUG] [LOCAL     ] Loaded configuration for EVC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.285948] [DEBUG] [LOCAL     ] Loaded configuration for RSKD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.286288] [DEBUG] [LOCAL     ] Loaded configuration for NAT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.286573] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.286902] [DEBUG] [LOCAL     ] Loaded configuration for BMY: 1 features, 40.0% accuracy
[2025-10-14T00:00:15.287224] [DEBUG] [LOCAL     ] Loaded configuration for BBD: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.287522] [DEBUG] [LOCAL     ] Loaded configuration for EDN: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.288286] [DEBUG] [LOCAL     ] Loaded configuration for SPCE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.288581] [DEBUG] [LOCAL     ] Loaded configuration for TS: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.288736] [DEBUG] [LOCAL     ] Loaded configuration for ENR: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.289070] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.289381] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.289715] [DEBUG] [LOCAL     ] Loaded configuration for HIG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.290011] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.290315] [DEBUG] [LOCAL     ] Loaded configuration for TPZ: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.290604] [DEBUG] [LOCAL     ] Loaded configuration for AMR: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.290994] [DEBUG] [LOCAL     ] Loaded configuration for ALE: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.291314] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.291599] [DEBUG] [LOCAL     ] Loaded configuration for ICE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.291975] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.292310] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.292597] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.292945] [DEBUG] [LOCAL     ] Loaded configuration for DRD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.293300] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.293620] [DEBUG] [LOCAL     ] Loaded configuration for FNB: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.293751] [DEBUG] [LOCAL     ] Loaded configuration for EFT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.294001] [DEBUG] [LOCAL     ] Loaded configuration for TVC: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.294288] [DEBUG] [LOCAL     ] Loaded configuration for WIT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.294575] [DEBUG] [LOCAL     ] Loaded configuration for SEG: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.294885] [DEBUG] [LOCAL     ] Loaded configuration for ETG: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.295177] [DEBUG] [LOCAL     ] Loaded configuration for LII: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.295449] [DEBUG] [LOCAL     ] Loaded configuration for SYY: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.295762] [DEBUG] [LOCAL     ] Loaded configuration for HLT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.296094] [DEBUG] [LOCAL     ] Loaded configuration for HESM: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.296374] [DEBUG] [LOCAL     ] Loaded configuration for PCF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.296714] [DEBUG] [LOCAL     ] Loaded configuration for SOC: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.297005] [DEBUG] [LOCAL     ] Loaded configuration for F: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.297293] [DEBUG] [LOCAL     ] Loaded configuration for IVR: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.297601] [DEBUG] [LOCAL     ] Loaded configuration for ASBA: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.297940] [DEBUG] [LOCAL     ] Loaded configuration for THG: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.298246] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.298357] [DEBUG] [LOCAL     ] Loaded configuration for BTI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.298485] [DEBUG] [LOCAL     ] Loaded configuration for DTM: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.298825] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.299129] [DEBUG] [LOCAL     ] Loaded configuration for GHG: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.299463] [DEBUG] [LOCAL     ] Loaded configuration for SCS: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.299773] [DEBUG] [LOCAL     ] Loaded configuration for IIM: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.300067] [DEBUG] [LOCAL     ] Loaded configuration for AEFC: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.300356] [DEBUG] [LOCAL     ] Loaded configuration for BRSP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.300696] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.300966] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.301831] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.302195] [DEBUG] [LOCAL     ] Loaded configuration for BCSF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.302528] [DEBUG] [LOCAL     ] Loaded configuration for STEW: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.302825] [DEBUG] [LOCAL     ] Loaded configuration for AES: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.303152] [DEBUG] [LOCAL     ] Loaded configuration for BEPH: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.303458] [DEBUG] [LOCAL     ] Loaded configuration for HVT: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.303750] [DEBUG] [LOCAL     ] Loaded configuration for IAE: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.304032] [DEBUG] [LOCAL     ] Loaded configuration for AIZ: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.304373] [DEBUG] [LOCAL     ] Loaded configuration for DFH: 7 features, 80.0% accuracy
[2025-10-14T00:00:15.304484] [DEBUG] [LOCAL     ] Loaded configuration for WPM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.304912] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.305614] [DEBUG] [LOCAL     ] Loaded configuration for CR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.306122] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.306480] [DEBUG] [LOCAL     ] Loaded configuration for UTI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.306818] [DEBUG] [LOCAL     ] Loaded configuration for KR: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.307162] [DEBUG] [LOCAL     ] Loaded configuration for VTOL: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.307258] [DEBUG] [LOCAL     ] Loaded configuration for MPC: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.307580] [DEBUG] [LOCAL     ] Loaded configuration for GEF: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.307974] [DEBUG] [LOCAL     ] Loaded configuration for CHD: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.308297] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.308629] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.309011] [DEBUG] [LOCAL     ] Loaded configuration for BORR: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.309394] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.309704] [DEBUG] [LOCAL     ] Loaded configuration for FDS: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.310018] [DEBUG] [LOCAL     ] Loaded configuration for FUBO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.310322] [DEBUG] [LOCAL     ] Loaded configuration for WST: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.310671] [DEBUG] [LOCAL     ] Loaded configuration for IGI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.310994] [DEBUG] [LOCAL     ] Loaded configuration for XPER: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.311283] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.311611] [DEBUG] [LOCAL     ] Loaded configuration for SIG: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.311784] [DEBUG] [LOCAL     ] Loaded configuration for AB: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.312096] [DEBUG] [LOCAL     ] Loaded configuration for MNR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.312404] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.312727] [DEBUG] [LOCAL     ] Loaded configuration for MAGN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.313028] [DEBUG] [LOCAL     ] Loaded configuration for SN: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.313326] [DEBUG] [LOCAL     ] Loaded configuration for SPXX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.313614] [DEBUG] [LOCAL     ] Loaded configuration for FND: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.313974] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.314273] [DEBUG] [LOCAL     ] Loaded configuration for GRX: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.314573] [DEBUG] [LOCAL     ] Loaded configuration for EIG: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.314908] [DEBUG] [LOCAL     ] Loaded configuration for HCA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.315209] [DEBUG] [LOCAL     ] Loaded configuration for TEF: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.315300] [DEBUG] [LOCAL     ] Loaded configuration for CI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.315613] [DEBUG] [LOCAL     ] Loaded configuration for CPRI: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.315998] [DEBUG] [LOCAL     ] Loaded configuration for KIO: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.316274] [DEBUG] [LOCAL     ] Loaded configuration for SAND: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.316570] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.316935] [DEBUG] [LOCAL     ] Loaded configuration for JPC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.317225] [DEBUG] [LOCAL     ] Loaded configuration for FSS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.317548] [DEBUG] [LOCAL     ] Loaded configuration for GAP: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.317864] [DEBUG] [LOCAL     ] Loaded configuration for SHO: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.318172] [DEBUG] [LOCAL     ] Loaded configuration for TFX: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.318480] [DEBUG] [LOCAL     ] Loaded configuration for HI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.318832] [DEBUG] [LOCAL     ] Loaded configuration for MXF: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.319106] [DEBUG] [LOCAL     ] Loaded configuration for VIPS: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.319432] [DEBUG] [LOCAL     ] Loaded configuration for FMX: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.319761] [DEBUG] [LOCAL     ] Loaded configuration for BFH: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.320059] [DEBUG] [LOCAL     ] Loaded configuration for ECO: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.320333] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.320603] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.320937] [DEBUG] [LOCAL     ] Loaded configuration for PPT: 5 features, 100.0% accuracy
[2025-10-14T00:00:15.321264] [DEBUG] [LOCAL     ] Loaded configuration for SJT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.321597] [DEBUG] [LOCAL     ] Loaded configuration for LYB: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.321910] [DEBUG] [LOCAL     ] Loaded configuration for FT: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.322185] [DEBUG] [LOCAL     ] Loaded configuration for THR: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.323238] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.323533] [DEBUG] [LOCAL     ] Loaded configuration for WHR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.323819] [DEBUG] [LOCAL     ] Loaded configuration for BRBR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.324101] [DEBUG] [LOCAL     ] Loaded configuration for CYH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.324382] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 6 features, 100.0% accuracy
[2025-10-14T00:00:15.324681] [DEBUG] [LOCAL     ] Loaded configuration for LRN: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.324972] [DEBUG] [LOCAL     ] Loaded configuration for WNC: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.325258] [DEBUG] [LOCAL     ] Loaded configuration for HNI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.325549] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.325894] [DEBUG] [LOCAL     ] Loaded configuration for AM: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.326183] [DEBUG] [LOCAL     ] Loaded configuration for JGH: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.326535] [DEBUG] [LOCAL     ] Loaded configuration for SCCO: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.326857] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.327130] [DEBUG] [LOCAL     ] Loaded configuration for MQT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.327432] [DEBUG] [LOCAL     ] Loaded configuration for ENS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.327806] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.328129] [DEBUG] [LOCAL     ] Loaded configuration for WSM: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.328457] [DEBUG] [LOCAL     ] Loaded configuration for AFGE: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.328778] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.329060] [DEBUG] [LOCAL     ] Loaded configuration for GES: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.329351] [DEBUG] [LOCAL     ] Loaded configuration for IBTA: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.329661] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.329958] [DEBUG] [LOCAL     ] Loaded configuration for IGR: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.330229] [DEBUG] [LOCAL     ] Loaded configuration for DT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.330339] [DEBUG] [LOCAL     ] Loaded configuration for ASG: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.330628] [DEBUG] [LOCAL     ] Loaded configuration for BB: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.330952] [DEBUG] [LOCAL     ] Loaded configuration for CXT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.331242] [DEBUG] [LOCAL     ] Loaded configuration for SPOT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.331568] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.332696] [DEBUG] [LOCAL     ] Loaded configuration for EBR: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.333029] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.333326] [DEBUG] [LOCAL     ] Loaded configuration for EVT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.333932] [DEBUG] [LOCAL     ] Loaded configuration for AGRO: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.334262] [DEBUG] [LOCAL     ] Loaded configuration for DPG: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.334542] [DEBUG] [LOCAL     ] Loaded configuration for CWK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.334873] [DEBUG] [LOCAL     ] Loaded configuration for FSK: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.335205] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.335533] [DEBUG] [LOCAL     ] Loaded configuration for SMC: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.335953] [DEBUG] [LOCAL     ] Loaded configuration for FBK: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.336318] [DEBUG] [LOCAL     ] Loaded configuration for FOUR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.336607] [DEBUG] [LOCAL     ] Loaded configuration for BKV: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.337016] [DEBUG] [LOCAL     ] Loaded configuration for JXN: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.337298] [DEBUG] [LOCAL     ] Loaded configuration for EVEX: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.337681] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.338019] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.338138] [DEBUG] [LOCAL     ] Loaded configuration for MPLX: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.338514] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.338605] [DEBUG] [LOCAL     ] Loaded configuration for DDS: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.338940] [DEBUG] [LOCAL     ] Loaded configuration for KD: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.339244] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.339525] [DEBUG] [LOCAL     ] Loaded configuration for WCN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.339823] [DEBUG] [LOCAL     ] Loaded configuration for TSE: 4 features, 40.0% accuracy
[2025-10-14T00:00:15.340118] [DEBUG] [LOCAL     ] Loaded configuration for KBH: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.340439] [DEBUG] [LOCAL     ] Loaded configuration for AIV: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.340737] [DEBUG] [LOCAL     ] Loaded configuration for CHT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.341055] [DEBUG] [LOCAL     ] Loaded configuration for KMI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.341376] [DEBUG] [LOCAL     ] Loaded configuration for MAX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.341691] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.341961] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.342232] [DEBUG] [LOCAL     ] Loaded configuration for MFA: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.342504] [DEBUG] [LOCAL     ] Loaded configuration for ENOV: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.342794] [DEBUG] [LOCAL     ] Loaded configuration for ATI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.343063] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.343372] [DEBUG] [LOCAL     ] Loaded configuration for MFSV: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.343683] [DEBUG] [LOCAL     ] Loaded configuration for SONY: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.344014] [DEBUG] [LOCAL     ] Loaded configuration for MAN: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.344344] [DEBUG] [LOCAL     ] Loaded configuration for TAC: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.344693] [DEBUG] [LOCAL     ] Loaded configuration for MATX: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.345020] [DEBUG] [LOCAL     ] Loaded configuration for STRV: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.345309] [DEBUG] [LOCAL     ] Loaded configuration for BV: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.345586] [DEBUG] [LOCAL     ] Loaded configuration for SLG: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.345721] [DEBUG] [LOCAL     ] Loaded configuration for EQBK: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.345991] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.347065] [DEBUG] [LOCAL     ] Loaded configuration for DAN: 0 features, 100.0% accuracy
[2025-10-14T00:00:15.347399] [DEBUG] [LOCAL     ] Loaded configuration for USA: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.347829] [DEBUG] [LOCAL     ] Loaded configuration for HUBB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.348168] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.348476] [DEBUG] [LOCAL     ] Loaded configuration for BBDC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.348811] [DEBUG] [LOCAL     ] Loaded configuration for GRC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.349113] [DEBUG] [LOCAL     ] Loaded configuration for GNRC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.349445] [DEBUG] [LOCAL     ] Loaded configuration for MIN: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.349779] [DEBUG] [LOCAL     ] Loaded configuration for BTA: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.350139] [DEBUG] [LOCAL     ] Loaded configuration for IIIN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.350414] [DEBUG] [LOCAL     ] Loaded configuration for KODK: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.350752] [DEBUG] [LOCAL     ] Loaded configuration for GOTU: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.351027] [DEBUG] [LOCAL     ] Loaded configuration for CMBT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.351349] [DEBUG] [LOCAL     ] Loaded configuration for MGRE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.351700] [DEBUG] [LOCAL     ] Loaded configuration for IIF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.351994] [DEBUG] [LOCAL     ] Loaded configuration for GDOT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.352286] [DEBUG] [LOCAL     ] Loaded configuration for BME: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.352615] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.352993] [DEBUG] [LOCAL     ] Loaded configuration for BTU: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.353281] [DEBUG] [LOCAL     ] Loaded configuration for TPB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.353574] [DEBUG] [LOCAL     ] Loaded configuration for FFWM: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.353944] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.354240] [DEBUG] [LOCAL     ] Loaded configuration for ALTG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.354357] [DEBUG] [LOCAL     ] Loaded configuration for SE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.354664] [DEBUG] [LOCAL     ] Loaded configuration for GWW: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.354950] [DEBUG] [LOCAL     ] Loaded configuration for BGR: 6 features, 60.0% accuracy
[2025-10-14T00:00:15.355825] [DEBUG] [LOCAL     ] Loaded configuration for LTM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.356130] [DEBUG] [LOCAL     ] Loaded configuration for HIMS: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.356463] [DEBUG] [LOCAL     ] Loaded configuration for LPG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.356807] [DEBUG] [LOCAL     ] Loaded configuration for XPOF: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.357165] [DEBUG] [LOCAL     ] Loaded configuration for ADT: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.357449] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.357810] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.358090] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, 100.0% accuracy
[2025-10-14T00:00:15.358180] [DEBUG] [LOCAL     ] Loaded configuration for COLD: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.358517] [DEBUG] [LOCAL     ] Loaded configuration for UNFI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.358799] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.359125] [DEBUG] [LOCAL     ] Loaded configuration for LANV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.359414] [DEBUG] [LOCAL     ] Loaded configuration for VMO: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.359744] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.360040] [DEBUG] [LOCAL     ] Loaded configuration for BALL: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.360355] [DEBUG] [LOCAL     ] Loaded configuration for TRP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.360701] [DEBUG] [LOCAL     ] Loaded configuration for JBND: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.361027] [DEBUG] [LOCAL     ] Loaded configuration for SF: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.361308] [DEBUG] [LOCAL     ] Loaded configuration for SARO: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.361585] [DEBUG] [LOCAL     ] Loaded configuration for GPK: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.361734] [DEBUG] [LOCAL     ] Loaded configuration for DGX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.362005] [DEBUG] [LOCAL     ] Loaded configuration for VGI: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.362276] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.362553] [DEBUG] [LOCAL     ] Loaded configuration for GYLD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.362669] [DEBUG] [LOCAL     ] Loaded configuration for CPS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.362994] [DEBUG] [LOCAL     ] Loaded configuration for CVS: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.363285] [DEBUG] [LOCAL     ] Loaded configuration for ASB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.363574] [DEBUG] [LOCAL     ] Loaded configuration for BCO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.363967] [DEBUG] [LOCAL     ] Loaded configuration for HP: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.364748] [DEBUG] [LOCAL     ] Loaded configuration for DAR: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.365047] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.365368] [DEBUG] [LOCAL     ] Loaded configuration for MCY: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.365719] [DEBUG] [LOCAL     ] Loaded configuration for JCE: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.365997] [DEBUG] [LOCAL     ] Loaded configuration for MDU: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.366329] [DEBUG] [LOCAL     ] Loaded configuration for BLCO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.366671] [DEBUG] [LOCAL     ] Loaded configuration for NINE: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.367007] [DEBUG] [LOCAL     ] Loaded configuration for FRGE: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.367304] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.367614] [DEBUG] [LOCAL     ] Loaded configuration for JBI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.367943] [DEBUG] [LOCAL     ] Loaded configuration for IBN: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.368052] [DEBUG] [LOCAL     ] Loaded configuration for CTRI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.368324] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.368709] [DEBUG] [LOCAL     ] Loaded configuration for GGG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.369107] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.369403] [DEBUG] [LOCAL     ] Loaded configuration for HAFN: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.369685] [DEBUG] [LOCAL     ] Loaded configuration for ETD: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.370012] [DEBUG] [LOCAL     ] Loaded configuration for BGSF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.370308] [DEBUG] [LOCAL     ] Loaded configuration for KORE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.370604] [DEBUG] [LOCAL     ] Loaded configuration for TEI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.370944] [DEBUG] [LOCAL     ] Loaded configuration for BR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.371946] [DEBUG] [LOCAL     ] Loaded configuration for LDI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.372263] [DEBUG] [LOCAL     ] Loaded configuration for RLTY: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.372541] [DEBUG] [LOCAL     ] Loaded configuration for AGI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.372822] [DEBUG] [LOCAL     ] Loaded configuration for WEC: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.373144] [DEBUG] [LOCAL     ] Loaded configuration for STXV: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.373419] [DEBUG] [LOCAL     ] Loaded configuration for HCC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.373747] [DEBUG] [LOCAL     ] Loaded configuration for USAC: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.374083] [DEBUG] [LOCAL     ] Loaded configuration for TXT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.374372] [DEBUG] [LOCAL     ] Loaded configuration for WDI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.374464] [DEBUG] [LOCAL     ] Loaded configuration for AGD: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.374732] [DEBUG] [LOCAL     ] Loaded configuration for KYN: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.375052] [DEBUG] [LOCAL     ] Loaded configuration for PRCS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.375142] [DEBUG] [LOCAL     ] Loaded configuration for CSTM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.375454] [DEBUG] [LOCAL     ] Loaded configuration for BIPI: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.375779] [DEBUG] [LOCAL     ] Loaded configuration for FLUT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.376099] [DEBUG] [LOCAL     ] Loaded configuration for SHCO: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.376421] [DEBUG] [LOCAL     ] Loaded configuration for BILL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.376692] [DEBUG] [LOCAL     ] Loaded configuration for THC: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.376959] [DEBUG] [LOCAL     ] Loaded configuration for CXH: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.377350] [DEBUG] [LOCAL     ] Loaded configuration for SUI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.378105] [DEBUG] [LOCAL     ] Loaded configuration for CRBD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.378453] [DEBUG] [LOCAL     ] Loaded configuration for UHS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.378750] [DEBUG] [LOCAL     ] Loaded configuration for MEGI: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.379079] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.379169] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.379442] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.379777] [DEBUG] [LOCAL     ] Loaded configuration for FICO: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.380120] [DEBUG] [LOCAL     ] Loaded configuration for GPI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.380397] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.380706] [DEBUG] [LOCAL     ] Loaded configuration for MDV: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.380993] [DEBUG] [LOCAL     ] Loaded configuration for WD: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.381266] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.381558] [DEBUG] [LOCAL     ] Loaded configuration for NIO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.381903] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.382175] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.382485] [DEBUG] [LOCAL     ] Loaded configuration for MCB: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.382766] [DEBUG] [LOCAL     ] Loaded configuration for GDL: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.383085] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.383173] [DEBUG] [LOCAL     ] Loaded configuration for FLG: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.383471] [DEBUG] [LOCAL     ] Loaded configuration for MUE: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.383767] [DEBUG] [LOCAL     ] Loaded configuration for EHAB: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.384064] [DEBUG] [LOCAL     ] Loaded configuration for ATUS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.384333] [DEBUG] [LOCAL     ] Loaded configuration for AHR: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.384676] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.384958] [DEBUG] [LOCAL     ] Loaded configuration for ASR: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.385076] [DEBUG] [LOCAL     ] Loaded configuration for EC: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.385391] [DEBUG] [LOCAL     ] Loaded configuration for SEI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.385692] [DEBUG] [LOCAL     ] Loaded configuration for CXW: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.386773] [DEBUG] [LOCAL     ] Loaded configuration for ACVA: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.387107] [DEBUG] [LOCAL     ] Loaded configuration for STXT: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.387394] [DEBUG] [LOCAL     ] Loaded configuration for MFAN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.387745] [DEBUG] [LOCAL     ] Loaded configuration for OWLT: 1 features, 40.0% accuracy
[2025-10-14T00:00:15.387835] [DEBUG] [LOCAL     ] Loaded configuration for CARR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.388360] [DEBUG] [LOCAL     ] Loaded configuration for SQM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.388688] [DEBUG] [LOCAL     ] Loaded configuration for AME: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.389100] [DEBUG] [LOCAL     ] Loaded configuration for LADR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.389390] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.389697] [DEBUG] [LOCAL     ] Loaded configuration for TMO: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.389995] [DEBUG] [LOCAL     ] Loaded configuration for DD: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.390310] [DEBUG] [LOCAL     ] Loaded configuration for TR: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.390638] [DEBUG] [LOCAL     ] Loaded configuration for RZC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.390952] [DEBUG] [LOCAL     ] Loaded configuration for SA: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.391252] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.391592] [DEBUG] [LOCAL     ] Loaded configuration for STM: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.391932] [DEBUG] [LOCAL     ] Loaded configuration for HASI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.392253] [DEBUG] [LOCAL     ] Loaded configuration for MEC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.392536] [DEBUG] [LOCAL     ] Loaded configuration for TLK: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.392816] [DEBUG] [LOCAL     ] Loaded configuration for HAYW: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.392927] [DEBUG] [LOCAL     ] Loaded configuration for KRP: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.393226] [DEBUG] [LOCAL     ] Loaded configuration for ECL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.393554] [DEBUG] [LOCAL     ] Loaded configuration for KRO: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.393862] [DEBUG] [LOCAL     ] Loaded configuration for ET: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.394152] [DEBUG] [LOCAL     ] Loaded configuration for MLP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.394473] [DEBUG] [LOCAL     ] Loaded configuration for ASAN: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.394748] [DEBUG] [LOCAL     ] Loaded configuration for DNOW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.395091] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.395428] [DEBUG] [LOCAL     ] Loaded configuration for MD: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.395752] [DEBUG] [LOCAL     ] Loaded configuration for BFAM: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.396051] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.396336] [DEBUG] [LOCAL     ] Loaded configuration for MDT: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.396601] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.396969] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.397264] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.397587] [DEBUG] [LOCAL     ] Loaded configuration for ONL: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.397962] [DEBUG] [LOCAL     ] Loaded configuration for BKT: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.398293] [DEBUG] [LOCAL     ] Loaded configuration for THLV: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.398672] [DEBUG] [LOCAL     ] Loaded configuration for SHEL: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.399776] [DEBUG] [LOCAL     ] Loaded configuration for STXE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.400075] [DEBUG] [LOCAL     ] Loaded configuration for CM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.400359] [DEBUG] [LOCAL     ] Loaded configuration for NNY: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.400703] [DEBUG] [LOCAL     ] Loaded configuration for EE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.401042] [DEBUG] [LOCAL     ] Loaded configuration for AGCO: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.401381] [DEBUG] [LOCAL     ] Loaded configuration for FF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.401684] [DEBUG] [LOCAL     ] Loaded configuration for FDX: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.402018] [DEBUG] [LOCAL     ] Loaded configuration for ZKH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.402314] [DEBUG] [LOCAL     ] Loaded configuration for WES: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.402622] [DEBUG] [LOCAL     ] Loaded configuration for HIPO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.402989] [DEBUG] [LOCAL     ] Loaded configuration for FHN: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.403325] [DEBUG] [LOCAL     ] Loaded configuration for LH: 6 features, 70.0% accuracy
[2025-10-14T00:00:15.403434] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.403754] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.404049] [DEBUG] [LOCAL     ] Loaded configuration for BBW: 7 features, 80.0% accuracy
[2025-10-14T00:00:15.404337] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.404691] [DEBUG] [LOCAL     ] Loaded configuration for ENVA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.405024] [DEBUG] [LOCAL     ] Loaded configuration for LXU: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.405294] [DEBUG] [LOCAL     ] Loaded configuration for SHAK: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.405580] [DEBUG] [LOCAL     ] Loaded configuration for H: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.405889] [DEBUG] [LOCAL     ] Loaded configuration for BLD: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.406884] [DEBUG] [LOCAL     ] Loaded configuration for CLDT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.407212] [DEBUG] [LOCAL     ] Loaded configuration for BTT: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.407321] [DEBUG] [LOCAL     ] Loaded configuration for ALUR: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.407679] [DEBUG] [LOCAL     ] Loaded configuration for TSM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.408046] [DEBUG] [LOCAL     ] Loaded configuration for CMPO: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.408350] [DEBUG] [LOCAL     ] Loaded configuration for SO: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.408683] [DEBUG] [LOCAL     ] Loaded configuration for SOS: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.408955] [DEBUG] [LOCAL     ] Loaded configuration for JOF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.409226] [DEBUG] [LOCAL     ] Loaded configuration for AWF: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.409548] [DEBUG] [LOCAL     ] Loaded configuration for M: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.409901] [DEBUG] [LOCAL     ] Loaded configuration for CL: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.410240] [DEBUG] [LOCAL     ] Loaded configuration for DSM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.410532] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.410809] [DEBUG] [LOCAL     ] Loaded configuration for DEC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.411095] [DEBUG] [LOCAL     ] Loaded configuration for EAF: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.411384] [DEBUG] [LOCAL     ] Loaded configuration for JNJ: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.411694] [DEBUG] [LOCAL     ] Loaded configuration for SNDA: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.412023] [DEBUG] [LOCAL     ] Loaded configuration for FRT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.412313] [DEBUG] [LOCAL     ] Loaded configuration for HE: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.412635] [DEBUG] [LOCAL     ] Loaded configuration for MTD: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.413006] [DEBUG] [LOCAL     ] Loaded configuration for WLY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.413306] [DEBUG] [LOCAL     ] Loaded configuration for BWMX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.413599] [DEBUG] [LOCAL     ] Loaded configuration for KGC: 2 features, 40.0% accuracy
[2025-10-14T00:00:15.413926] [DEBUG] [LOCAL     ] Loaded configuration for SMWB: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.414199] [DEBUG] [LOCAL     ] Loaded configuration for BMO: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.414520] [DEBUG] [LOCAL     ] Loaded configuration for CMTG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.414903] [DEBUG] [LOCAL     ] Loaded configuration for FET: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.415205] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.415528] [DEBUG] [LOCAL     ] Loaded configuration for AER: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.415796] [DEBUG] [LOCAL     ] Loaded configuration for WPC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.416100] [DEBUG] [LOCAL     ] Loaded configuration for BBU: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.416400] [DEBUG] [LOCAL     ] Loaded configuration for WNS: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.416696] [DEBUG] [LOCAL     ] Loaded configuration for CAPL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.417032] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.417311] [DEBUG] [LOCAL     ] Loaded configuration for CE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.417589] [DEBUG] [LOCAL     ] Loaded configuration for BBN: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.417897] [DEBUG] [LOCAL     ] Loaded configuration for NRP: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.418233] [DEBUG] [LOCAL     ] Loaded configuration for KFY: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.418611] [DEBUG] [LOCAL     ] Loaded configuration for GPJA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.418917] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.419210] [DEBUG] [LOCAL     ] Loaded configuration for BX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.419477] [DEBUG] [LOCAL     ] Loaded configuration for NMS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.419797] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.420100] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.420394] [DEBUG] [LOCAL     ] Loaded configuration for MG: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.420727] [DEBUG] [LOCAL     ] Loaded configuration for SPR: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.420996] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.421265] [DEBUG] [LOCAL     ] Loaded configuration for MLNK: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.421534] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.421818] [DEBUG] [LOCAL     ] Loaded configuration for TBBB: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.422137] [DEBUG] [LOCAL     ] Loaded configuration for TWN: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.422405] [DEBUG] [LOCAL     ] Loaded configuration for ASPN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.422732] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.423010] [DEBUG] [LOCAL     ] Loaded configuration for AVD: 5 features, 100.0% accuracy
[2025-10-14T00:00:15.423307] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.423592] [DEBUG] [LOCAL     ] Loaded configuration for MIY: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.423940] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.424258] [DEBUG] [LOCAL     ] Loaded configuration for HXL: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.424594] [DEBUG] [LOCAL     ] Loaded configuration for PEO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.424926] [DEBUG] [LOCAL     ] Loaded configuration for WIA: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.425215] [DEBUG] [LOCAL     ] Loaded configuration for AMBC: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.425537] [DEBUG] [LOCAL     ] Loaded configuration for HIO: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.425822] [DEBUG] [LOCAL     ] Loaded configuration for INSW: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.426089] [DEBUG] [LOCAL     ] Loaded configuration for GSBD: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.426407] [DEBUG] [LOCAL     ] Loaded configuration for EPR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.426496] [DEBUG] [LOCAL     ] Loaded configuration for CTOS: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.426745] [DEBUG] [LOCAL     ] Loaded configuration for BZH: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.427012] [DEBUG] [LOCAL     ] Loaded configuration for SOJE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.427295] [DEBUG] [LOCAL     ] Loaded configuration for CCI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.427597] [DEBUG] [LOCAL     ] Loaded configuration for NMG: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.427973] [DEBUG] [LOCAL     ] Loaded configuration for YETI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.428267] [DEBUG] [LOCAL     ] Loaded configuration for PHI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.428551] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.428873] [DEBUG] [LOCAL     ] Loaded configuration for GTN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.429148] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.429429] [DEBUG] [LOCAL     ] Loaded configuration for SMR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.429708] [DEBUG] [LOCAL     ] Loaded configuration for DBI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.429994] [DEBUG] [LOCAL     ] Loaded configuration for LAC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.430101] [DEBUG] [LOCAL     ] Loaded configuration for FBP: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.430369] [DEBUG] [LOCAL     ] Loaded configuration for TTE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.430635] [DEBUG] [LOCAL     ] Loaded configuration for TALO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.430985] [DEBUG] [LOCAL     ] Loaded configuration for KWR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.431253] [DEBUG] [LOCAL     ] Loaded configuration for MGRD: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.431542] [DEBUG] [LOCAL     ] Loaded configuration for DHF: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.431871] [DEBUG] [LOCAL     ] Loaded configuration for BC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.432200] [DEBUG] [LOCAL     ] Loaded configuration for ESAB: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.432471] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.432560] [DEBUG] [LOCAL     ] Loaded configuration for CNH: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.432874] [DEBUG] [LOCAL     ] Loaded configuration for CPF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.433191] [DEBUG] [LOCAL     ] Loaded configuration for NIE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.433475] [DEBUG] [LOCAL     ] Loaded configuration for STN: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.433766] [DEBUG] [LOCAL     ] Loaded configuration for MCS: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.435348] [DEBUG] [LOCAL     ] Loaded configuration for TTI: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.435632] [DEBUG] [LOCAL     ] Loaded configuration for ZGN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.435998] [DEBUG] [LOCAL     ] Loaded configuration for AESI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.436291] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.436617] [DEBUG] [LOCAL     ] Loaded configuration for UBER: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.436974] [DEBUG] [LOCAL     ] Loaded configuration for ADM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.437259] [DEBUG] [LOCAL     ] Loaded configuration for VLT: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.437552] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.437934] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.438022] [DEBUG] [LOCAL     ] Loaded configuration for CTVA: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.438342] [DEBUG] [LOCAL     ] Loaded configuration for NC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.438627] [DEBUG] [LOCAL     ] Loaded configuration for PRT: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.438931] [DEBUG] [LOCAL     ] Loaded configuration for AVNT: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.439220] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.439539] [DEBUG] [LOCAL     ] Loaded configuration for TPYP: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.439798] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.440077] [DEBUG] [LOCAL     ] Loaded configuration for TKR: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.440388] [DEBUG] [LOCAL     ] Loaded configuration for VOYA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.440816] [DEBUG] [LOCAL     ] Loaded configuration for MUA: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.441233] [DEBUG] [LOCAL     ] Loaded configuration for GNL: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.441528] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.441837] [DEBUG] [LOCAL     ] Loaded configuration for TME: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.442120] [DEBUG] [LOCAL     ] Loaded configuration for TXNM: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.442432] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.442545] [DEBUG] [LOCAL     ] Loaded configuration for WFC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.442871] [DEBUG] [LOCAL     ] Loaded configuration for CEPU: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.443236] [DEBUG] [LOCAL     ] Loaded configuration for SWK: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.443528] [DEBUG] [LOCAL     ] Loaded configuration for BHR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.443801] [DEBUG] [LOCAL     ] Loaded configuration for HL: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.444088] [DEBUG] [LOCAL     ] Loaded configuration for CURV: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.444176] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.444245] [DEBUG] [LOCAL     ] Loaded configuration for DQ: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.444496] [DEBUG] [LOCAL     ] Loaded configuration for ULS: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.444791] [DEBUG] [LOCAL     ] Loaded configuration for HBM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.445072] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.445420] [DEBUG] [LOCAL     ] Loaded configuration for YELP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.445743] [DEBUG] [LOCAL     ] Loaded configuration for CABO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.446087] [DEBUG] [LOCAL     ] Loaded configuration for BNED: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.446399] [DEBUG] [LOCAL     ] Loaded configuration for BSM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.446688] [DEBUG] [LOCAL     ] Loaded configuration for SMBK: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.447016] [DEBUG] [LOCAL     ] Loaded configuration for SST: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.447279] [DEBUG] [LOCAL     ] Loaded configuration for SPHR: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.447619] [DEBUG] [LOCAL     ] Loaded configuration for STC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.447948] [DEBUG] [LOCAL     ] Loaded configuration for GRBK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.448037] [DEBUG] [LOCAL     ] Loaded configuration for UPS: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.448329] [DEBUG] [LOCAL     ] Loaded configuration for SDRL: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.448591] [DEBUG] [LOCAL     ] Loaded configuration for CNX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.448949] [DEBUG] [LOCAL     ] Loaded configuration for SD: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.449233] [DEBUG] [LOCAL     ] Loaded configuration for TEVA: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.449342] [DEBUG] [LOCAL     ] Loaded configuration for MVO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.449623] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.449942] [DEBUG] [LOCAL     ] Loaded configuration for MFAO: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.450208] [DEBUG] [LOCAL     ] Loaded configuration for DXC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.450523] [DEBUG] [LOCAL     ] Loaded configuration for TG: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.450790] [DEBUG] [LOCAL     ] Loaded configuration for KGS: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.451059] [DEBUG] [LOCAL     ] Loaded configuration for MOS: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.451167] [DEBUG] [LOCAL     ] Loaded configuration for BIP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.451455] [DEBUG] [LOCAL     ] Loaded configuration for VET: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.451726] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.452016] [DEBUG] [LOCAL     ] Loaded configuration for FCT: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.452286] [DEBUG] [LOCAL     ] Loaded configuration for HLN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.452573] [DEBUG] [LOCAL     ] Loaded configuration for HIW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.452927] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.453243] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.453529] [DEBUG] [LOCAL     ] Loaded configuration for PKE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.453810] [DEBUG] [LOCAL     ] Loaded configuration for HOUS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.454115] [DEBUG] [LOCAL     ] Loaded configuration for BBAI: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.454431] [DEBUG] [LOCAL     ] Loaded configuration for FMS: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.454758] [DEBUG] [LOCAL     ] Loaded configuration for AIN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.455041] [DEBUG] [LOCAL     ] Loaded configuration for ESS: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.455354] [DEBUG] [LOCAL     ] Loaded configuration for GHY: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.455622] [DEBUG] [LOCAL     ] Loaded configuration for WMB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.455926] [DEBUG] [LOCAL     ] Loaded configuration for IPI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.456241] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.456524] [DEBUG] [LOCAL     ] Loaded configuration for ALX: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.456792] [DEBUG] [LOCAL     ] Loaded configuration for ASC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.457057] [DEBUG] [LOCAL     ] Loaded configuration for SM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.457325] [DEBUG] [LOCAL     ] Loaded configuration for DAY: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.457424] [DEBUG] [LOCAL     ] Loaded configuration for ECVT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.457760] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.458046] [DEBUG] [LOCAL     ] Loaded configuration for TPR: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.458315] [DEBUG] [LOCAL     ] Loaded configuration for CAVA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.458700] [DEBUG] [LOCAL     ] Loaded configuration for SG: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.459031] [DEBUG] [LOCAL     ] Loaded configuration for INN: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.459321] [DEBUG] [LOCAL     ] Loaded configuration for KVUE: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.459608] [DEBUG] [LOCAL     ] Loaded configuration for MITT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.459921] [DEBUG] [LOCAL     ] Loaded configuration for WRB: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.460250] [DEBUG] [LOCAL     ] Loaded configuration for VNCE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.460548] [DEBUG] [LOCAL     ] Loaded configuration for VVV: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.460826] [DEBUG] [LOCAL     ] Loaded configuration for SKIL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.461108] [DEBUG] [LOCAL     ] Loaded configuration for GPOR: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.462149] [DEBUG] [LOCAL     ] Loaded configuration for BDC: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.462487] [DEBUG] [LOCAL     ] Loaded configuration for NRGV: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.462778] [DEBUG] [LOCAL     ] Loaded configuration for BKKT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.463051] [DEBUG] [LOCAL     ] Loaded configuration for SYK: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.463324] [DEBUG] [LOCAL     ] Loaded configuration for CSL: 2 features, 40.0% accuracy
[2025-10-14T00:00:15.463595] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.463901] [DEBUG] [LOCAL     ] Loaded configuration for ELC: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.464166] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.464428] [DEBUG] [LOCAL     ] Loaded configuration for TTC: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.464765] [DEBUG] [LOCAL     ] Loaded configuration for RBOT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.465061] [DEBUG] [LOCAL     ] Loaded configuration for TBN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.465359] [DEBUG] [LOCAL     ] Loaded configuration for CPA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.465623] [DEBUG] [LOCAL     ] Loaded configuration for SMG: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.465945] [DEBUG] [LOCAL     ] Loaded configuration for USNA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.466260] [DEBUG] [LOCAL     ] Loaded configuration for GM: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.466523] [DEBUG] [LOCAL     ] Loaded configuration for K: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.466630] [DEBUG] [LOCAL     ] Loaded configuration for BVN: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.466927] [DEBUG] [LOCAL     ] Loaded configuration for THS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.467207] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.467504] [DEBUG] [LOCAL     ] Loaded configuration for ITT: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.467807] [DEBUG] [LOCAL     ] Loaded configuration for GCV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.468087] [DEBUG] [LOCAL     ] Loaded configuration for TECK: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.468432] [DEBUG] [LOCAL     ] Loaded configuration for SDHC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.468525] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.468801] [DEBUG] [LOCAL     ] Loaded configuration for EQT: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.469087] [DEBUG] [LOCAL     ] Loaded configuration for CF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.469400] [DEBUG] [LOCAL     ] Loaded configuration for INFA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.469704] [DEBUG] [LOCAL     ] Loaded configuration for UTL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.470042] [DEBUG] [LOCAL     ] Loaded configuration for LLY: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.470324] [DEBUG] [LOCAL     ] Loaded configuration for KLC: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.470590] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.470905] [DEBUG] [LOCAL     ] Loaded configuration for AX: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.470993] [DEBUG] [LOCAL     ] Loaded configuration for AOMR: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.471088] [DEBUG] [LOCAL     ] Loaded configuration for EQNR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.471378] [DEBUG] [LOCAL     ] Loaded configuration for ALV: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.471682] [DEBUG] [LOCAL     ] Loaded configuration for ZVIA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.472013] [DEBUG] [LOCAL     ] Loaded configuration for CII: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.472292] [DEBUG] [LOCAL     ] Loaded configuration for JHG: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.472557] [DEBUG] [LOCAL     ] Loaded configuration for CNP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.472863] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.473181] [DEBUG] [LOCAL     ] Loaded configuration for DIS: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.473444] [DEBUG] [LOCAL     ] Loaded configuration for GS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.473786] [DEBUG] [LOCAL     ] Loaded configuration for KEN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.474256] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.474596] [DEBUG] [LOCAL     ] Loaded configuration for MBI: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.474930] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.475046] [DEBUG] [LOCAL     ] Loaded configuration for CNMD: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.475394] [DEBUG] [LOCAL     ] Loaded configuration for CHE: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.475495] [DEBUG] [LOCAL     ] Loaded configuration for KSS: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.475792] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.476109] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.476440] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.476728] [DEBUG] [LOCAL     ] Loaded configuration for NVR: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.477048] [DEBUG] [LOCAL     ] Loaded configuration for LYV: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.477322] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.477628] [DEBUG] [LOCAL     ] Loaded configuration for BNH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.477944] [DEBUG] [LOCAL     ] Loaded configuration for HD: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.478230] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.478514] [DEBUG] [LOCAL     ] Loaded configuration for BEPJ: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.478827] [DEBUG] [LOCAL     ] Loaded configuration for WEA: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.479159] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.479494] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.479795] [DEBUG] [LOCAL     ] Loaded configuration for BHE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.480137] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.480417] [DEBUG] [LOCAL     ] Loaded configuration for SLQT: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.480703] [DEBUG] [LOCAL     ] Loaded configuration for IQV: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.480792] [DEBUG] [LOCAL     ] Loaded configuration for DLB: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.481092] [DEBUG] [LOCAL     ] Loaded configuration for GHI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.481811] [DEBUG] [LOCAL     ] Loaded configuration for LITB: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.482106] [DEBUG] [LOCAL     ] Loaded configuration for SSD: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.482430] [DEBUG] [LOCAL     ] Loaded configuration for SID: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.482702] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.483013] [DEBUG] [LOCAL     ] Loaded configuration for BW: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.483332] [DEBUG] [LOCAL     ] Loaded configuration for FE: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.483611] [DEBUG] [LOCAL     ] Loaded configuration for CPAY: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.483931] [DEBUG] [LOCAL     ] Loaded configuration for HMY: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.484238] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.485279] [DEBUG] [LOCAL     ] Loaded configuration for LSPD: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.485556] [DEBUG] [LOCAL     ] Loaded configuration for AFB: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.485893] [DEBUG] [LOCAL     ] Loaded configuration for ZIP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.486171] [DEBUG] [LOCAL     ] Loaded configuration for HPP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.486280] [DEBUG] [LOCAL     ] Loaded configuration for ARLO: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.486600] [DEBUG] [LOCAL     ] Loaded configuration for NXP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.486967] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.487256] [DEBUG] [LOCAL     ] Loaded configuration for AA: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.487594] [DEBUG] [LOCAL     ] Loaded configuration for DSMC: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.487967] [DEBUG] [LOCAL     ] Loaded configuration for GLOB: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.488245] [DEBUG] [LOCAL     ] Loaded configuration for CDRE: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.488573] [DEBUG] [LOCAL     ] Loaded configuration for CSV: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.488877] [DEBUG] [LOCAL     ] Loaded configuration for THIR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.489171] [DEBUG] [LOCAL     ] Loaded configuration for SRE: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.489496] [DEBUG] [LOCAL     ] Loaded configuration for FFA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.489772] [DEBUG] [LOCAL     ] Loaded configuration for NXN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.490100] [DEBUG] [LOCAL     ] Loaded configuration for STE: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.490385] [DEBUG] [LOCAL     ] Loaded configuration for CCU: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.490677] [DEBUG] [LOCAL     ] Loaded configuration for ALG: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.491751] [DEBUG] [LOCAL     ] Loaded configuration for GPMT: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.492048] [DEBUG] [LOCAL     ] Loaded configuration for MDST: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.492386] [DEBUG] [LOCAL     ] Loaded configuration for UZE: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.492690] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.493099] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.493438] [DEBUG] [LOCAL     ] Loaded configuration for AIZN: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.493785] [DEBUG] [LOCAL     ] Loaded configuration for DSU: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.494055] [DEBUG] [LOCAL     ] Loaded configuration for TPC: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.494164] [DEBUG] [LOCAL     ] Loaded configuration for EHI: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.494436] [DEBUG] [LOCAL     ] Loaded configuration for TYG: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.494760] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.495026] [DEBUG] [LOCAL     ] Loaded configuration for CBNA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.495354] [DEBUG] [LOCAL     ] Loaded configuration for UTF: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.495674] [DEBUG] [LOCAL     ] Loaded configuration for WBS: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.495934] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.496248] [DEBUG] [LOCAL     ] Loaded configuration for ODV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.496571] [DEBUG] [LOCAL     ] Loaded configuration for AHH: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.496917] [DEBUG] [LOCAL     ] Loaded configuration for TDG: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.497200] [DEBUG] [LOCAL     ] Loaded configuration for BBDO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.497550] [DEBUG] [LOCAL     ] Loaded configuration for ENFY: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.497884] [DEBUG] [LOCAL     ] Loaded configuration for SBR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.498224] [DEBUG] [LOCAL     ] Loaded configuration for WU: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.498566] [DEBUG] [LOCAL     ] Loaded configuration for UIS: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.498953] [DEBUG] [LOCAL     ] Loaded configuration for DLNG: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.499298] [DEBUG] [LOCAL     ] Loaded configuration for CAE: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.499387] [DEBUG] [LOCAL     ] Loaded configuration for CBU: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.499755] [DEBUG] [LOCAL     ] Loaded configuration for LNC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.500141] [DEBUG] [LOCAL     ] Loaded configuration for SBSW: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.500492] [DEBUG] [LOCAL     ] Loaded configuration for SPRU: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.500842] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.501145] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.501446] [DEBUG] [LOCAL     ] Loaded configuration for WEX: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.501749] [DEBUG] [LOCAL     ] Loaded configuration for SCI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.502023] [DEBUG] [LOCAL     ] Loaded configuration for ETW: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.502301] [DEBUG] [LOCAL     ] Loaded configuration for KFRC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.502574] [DEBUG] [LOCAL     ] Loaded configuration for BCH: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.502945] [DEBUG] [LOCAL     ] Loaded configuration for BWSN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.503235] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.503562] [DEBUG] [LOCAL     ] Loaded configuration for GEO: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.503914] [DEBUG] [LOCAL     ] Loaded configuration for SABA: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.504237] [DEBUG] [LOCAL     ] Loaded configuration for HSY: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.504530] [DEBUG] [LOCAL     ] Loaded configuration for DCI: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.504858] [DEBUG] [LOCAL     ] Loaded configuration for VTN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.505156] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.505483] [DEBUG] [LOCAL     ] Loaded configuration for MHD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.505776] [DEBUG] [LOCAL     ] Loaded configuration for EHC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.506064] [DEBUG] [LOCAL     ] Loaded configuration for LTH: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.506390] [DEBUG] [LOCAL     ] Loaded configuration for SAM: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.506711] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.507000] [DEBUG] [LOCAL     ] Loaded configuration for NXC: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.507290] [DEBUG] [LOCAL     ] Loaded configuration for VVX: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.507569] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.507881] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.508176] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.508450] [DEBUG] [LOCAL     ] Loaded configuration for BDX: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.508775] [DEBUG] [LOCAL     ] Loaded configuration for HBB: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.509087] [DEBUG] [LOCAL     ] Loaded configuration for MET: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.509384] [DEBUG] [LOCAL     ] Loaded configuration for GDV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.509682] [DEBUG] [LOCAL     ] Loaded configuration for GE: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.510009] [DEBUG] [LOCAL     ] Loaded configuration for EL: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.510359] [DEBUG] [LOCAL     ] Loaded configuration for MANU: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.510686] [DEBUG] [LOCAL     ] Loaded configuration for TMHC: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.510979] [DEBUG] [LOCAL     ] Loaded configuration for MFM: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.511307] [DEBUG] [LOCAL     ] Loaded configuration for DHT: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.511582] [DEBUG] [LOCAL     ] Loaded configuration for FR: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.511907] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.511995] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.512289] [DEBUG] [LOCAL     ] Loaded configuration for YRD: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.512603] [DEBUG] [LOCAL     ] Loaded configuration for SHOC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.512958] [DEBUG] [LOCAL     ] Loaded configuration for GPC: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.513273] [DEBUG] [LOCAL     ] Loaded configuration for AWI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.513538] [DEBUG] [LOCAL     ] Loaded configuration for GNE: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.513864] [DEBUG] [LOCAL     ] Loaded configuration for BWLP: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.513979] [DEBUG] [LOCAL     ] Loaded configuration for DKL: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.514294] [DEBUG] [LOCAL     ] Loaded configuration for GPN: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.514618] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.514978] [DEBUG] [LOCAL     ] Loaded configuration for INFY: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.515067] [DEBUG] [LOCAL     ] Loaded configuration for DFP: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.515379] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.515702] [DEBUG] [LOCAL     ] Loaded configuration for CGV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.515995] [DEBUG] [LOCAL     ] Loaded configuration for TM: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.516326] [DEBUG] [LOCAL     ] Loaded configuration for SMHI: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.516608] [DEBUG] [LOCAL     ] Loaded configuration for TOST: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.516938] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.517228] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.517534] [DEBUG] [LOCAL     ] Loaded configuration for BWXT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.517843] [DEBUG] [LOCAL     ] Loaded configuration for GRDN: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.518177] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.518506] [DEBUG] [LOCAL     ] Loaded configuration for SFB: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.518804] [DEBUG] [LOCAL     ] Loaded configuration for FAF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.519123] [DEBUG] [LOCAL     ] Loaded configuration for TFC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.519399] [DEBUG] [LOCAL     ] Loaded configuration for BOH: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.519691] [DEBUG] [LOCAL     ] Loaded configuration for MMC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.519979] [DEBUG] [LOCAL     ] Loaded configuration for STK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.520067] [DEBUG] [LOCAL     ] Loaded configuration for DEO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.520381] [DEBUG] [LOCAL     ] Loaded configuration for FERG: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.520691] [DEBUG] [LOCAL     ] Loaded configuration for JILL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.520954] [DEBUG] [LOCAL     ] Loaded configuration for CIA: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.521221] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.521529] [DEBUG] [LOCAL     ] Loaded configuration for SPB: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.521850] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.522136] [DEBUG] [LOCAL     ] Loaded configuration for MMT: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.522474] [DEBUG] [LOCAL     ] Loaded configuration for TWI: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.522745] [DEBUG] [LOCAL     ] Loaded configuration for MLM: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.523063] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.524124] [DEBUG] [LOCAL     ] Loaded configuration for TPVG: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.524421] [DEBUG] [LOCAL     ] Loaded configuration for WSR: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.524702] [DEBUG] [LOCAL     ] Loaded configuration for TDOC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.525030] [DEBUG] [LOCAL     ] Loaded configuration for TCBX: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.525439] [DEBUG] [LOCAL     ] Loaded configuration for KAI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.525721] [DEBUG] [LOCAL     ] Loaded configuration for ALLY: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.526020] [DEBUG] [LOCAL     ] Loaded configuration for TWO: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.526304] [DEBUG] [LOCAL     ] Loaded configuration for AMTD: 7 features, 90.0% accuracy
[2025-10-14T00:00:15.526665] [DEBUG] [LOCAL     ] Loaded configuration for PCQ: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.526979] [DEBUG] [LOCAL     ] Loaded configuration for ATEN: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.527312] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.527601] [DEBUG] [LOCAL     ] Loaded configuration for INGR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.527954] [DEBUG] [LOCAL     ] Loaded configuration for FINV: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.528224] [DEBUG] [LOCAL     ] Loaded configuration for ENO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.528506] [DEBUG] [LOCAL     ] Loaded configuration for OLP: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.528851] [DEBUG] [LOCAL     ] Loaded configuration for C: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.529141] [DEBUG] [LOCAL     ] Loaded configuration for WOR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.529465] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.529752] [DEBUG] [LOCAL     ] Loaded configuration for HQH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.530021] [DEBUG] [LOCAL     ] Loaded configuration for ORN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.530340] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.530627] [DEBUG] [LOCAL     ] Loaded configuration for WWW: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.530933] [DEBUG] [LOCAL     ] Loaded configuration for BOE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.531252] [DEBUG] [LOCAL     ] Loaded configuration for LC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.531523] [DEBUG] [LOCAL     ] Loaded configuration for SB: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.531845] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.532167] [DEBUG] [LOCAL     ] Loaded configuration for LB: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.532434] [DEBUG] [LOCAL     ] Loaded configuration for VPV: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.532707] [DEBUG] [LOCAL     ] Loaded configuration for SLVM: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.533026] [DEBUG] [LOCAL     ] Loaded configuration for DOC: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.533346] [DEBUG] [LOCAL     ] Loaded configuration for GD: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.533686] [DEBUG] [LOCAL     ] Loaded configuration for MAIN: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.534009] [DEBUG] [LOCAL     ] Loaded configuration for AL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.534329] [DEBUG] [LOCAL     ] Loaded configuration for LVS: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.534597] [DEBUG] [LOCAL     ] Loaded configuration for THQ: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.534924] [DEBUG] [LOCAL     ] Loaded configuration for SJM: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.535242] [DEBUG] [LOCAL     ] Loaded configuration for ALLE: 6 features, 70.0% accuracy
[2025-10-14T00:00:15.535533] [DEBUG] [LOCAL     ] Loaded configuration for HGLB: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.535803] [DEBUG] [LOCAL     ] Loaded configuration for IDA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.536093] [DEBUG] [LOCAL     ] Loaded configuration for IRS: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.536411] [DEBUG] [LOCAL     ] Loaded configuration for BKH: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.536680] [DEBUG] [LOCAL     ] Loaded configuration for BGH: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.536997] [DEBUG] [LOCAL     ] Loaded configuration for VLTO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.537282] [DEBUG] [LOCAL     ] Loaded configuration for ONIT: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.537605] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.537758] [DEBUG] [LOCAL     ] Loaded configuration for FN: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.538036] [DEBUG] [LOCAL     ] Loaded configuration for SON: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.538311] [DEBUG] [LOCAL     ] Loaded configuration for TRU: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.538601] [DEBUG] [LOCAL     ] Loaded configuration for ASGN: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.538977] [DEBUG] [LOCAL     ] Loaded configuration for FLNG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.539300] [DEBUG] [LOCAL     ] Loaded configuration for ESNT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.539390] [DEBUG] [LOCAL     ] Loaded configuration for NMR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.539696] [DEBUG] [LOCAL     ] Loaded configuration for BN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.540037] [DEBUG] [LOCAL     ] Loaded configuration for IVT: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.540319] [DEBUG] [LOCAL     ] Loaded configuration for MODG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.540608] [DEBUG] [LOCAL     ] Loaded configuration for DB: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.540972] [DEBUG] [LOCAL     ] Loaded configuration for CLF: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.541295] [DEBUG] [LOCAL     ] Loaded configuration for ELV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.541564] [DEBUG] [LOCAL     ] Loaded configuration for GGT: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.541922] [DEBUG] [LOCAL     ] Loaded configuration for QD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.542224] [DEBUG] [LOCAL     ] Loaded configuration for CLW: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.542561] [DEBUG] [LOCAL     ] Loaded configuration for AUNA: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.542868] [DEBUG] [LOCAL     ] Loaded configuration for TNC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.543147] [DEBUG] [LOCAL     ] Loaded configuration for DXYZ: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.543468] [DEBUG] [LOCAL     ] Loaded configuration for BKE: 8 features, 80.0% accuracy
[2025-10-14T00:00:15.543753] [DEBUG] [LOCAL     ] Loaded configuration for BAX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.544075] [DEBUG] [LOCAL     ] Loaded configuration for LND: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.544397] [DEBUG] [LOCAL     ] Loaded configuration for BRO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.544716] [DEBUG] [LOCAL     ] Loaded configuration for SEE: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.545053] [DEBUG] [LOCAL     ] Loaded configuration for SW: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.545355] [DEBUG] [LOCAL     ] Loaded configuration for LGI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.545662] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.546003] [DEBUG] [LOCAL     ] Loaded configuration for MMD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.546276] [DEBUG] [LOCAL     ] Loaded configuration for NBB: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.546567] [DEBUG] [LOCAL     ] Loaded configuration for DMB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.546870] [DEBUG] [LOCAL     ] Loaded configuration for ETB: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.547208] [DEBUG] [LOCAL     ] Loaded configuration for PMO: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.547526] [DEBUG] [LOCAL     ] Loaded configuration for EGP: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.547799] [DEBUG] [LOCAL     ] Loaded configuration for SDHY: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.548123] [DEBUG] [LOCAL     ] Loaded configuration for USFD: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.548419] [DEBUG] [LOCAL     ] Loaded configuration for CCIF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.548707] [DEBUG] [LOCAL     ] Loaded configuration for FDP: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.549001] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.549298] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.549627] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.549940] [DEBUG] [LOCAL     ] Loaded configuration for RFI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.550226] [DEBUG] [LOCAL     ] Loaded configuration for BXMT: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.550505] [DEBUG] [LOCAL     ] Loaded configuration for SPE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.550786] [DEBUG] [LOCAL     ] Loaded configuration for SOLV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.551075] [DEBUG] [LOCAL     ] Loaded configuration for WAL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.551375] [DEBUG] [LOCAL     ] Loaded configuration for THO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.551688] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.552053] [DEBUG] [LOCAL     ] Loaded configuration for OPAD: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.552371] [DEBUG] [LOCAL     ] Loaded configuration for ABCB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.552680] [DEBUG] [LOCAL     ] Loaded configuration for AEM: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.552982] [DEBUG] [LOCAL     ] Loaded configuration for FMC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.553074] [DEBUG] [LOCAL     ] Loaded configuration for KT: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.553388] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.553720] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.554019] [DEBUG] [LOCAL     ] Loaded configuration for AFGC: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.554353] [DEBUG] [LOCAL     ] Loaded configuration for SWZ: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.554679] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.555022] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.555308] [DEBUG] [LOCAL     ] Loaded configuration for MMM: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.555433] [DEBUG] [LOCAL     ] Loaded configuration for AIO: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.555722] [DEBUG] [LOCAL     ] Loaded configuration for HGV: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.556051] [DEBUG] [LOCAL     ] Loaded configuration for GTLS: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.556344] [DEBUG] [LOCAL     ] Loaded configuration for GRMN: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.556739] [DEBUG] [LOCAL     ] Loaded configuration for GCI: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.557035] [DEBUG] [LOCAL     ] Loaded configuration for AXS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.557345] [DEBUG] [LOCAL     ] Loaded configuration for S: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.557715] [DEBUG] [LOCAL     ] Loaded configuration for D: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.558047] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.558342] [DEBUG] [LOCAL     ] Loaded configuration for CHPT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.558631] [DEBUG] [LOCAL     ] Loaded configuration for FTS: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.558955] [DEBUG] [LOCAL     ] Loaded configuration for CCO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.559273] [DEBUG] [LOCAL     ] Loaded configuration for AMP: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.559544] [DEBUG] [LOCAL     ] Loaded configuration for CBL: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.559828] [DEBUG] [LOCAL     ] Loaded configuration for WPP: 1 features, 40.0% accuracy
[2025-10-14T00:00:15.560114] [DEBUG] [LOCAL     ] Loaded configuration for LAZ: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.560398] [DEBUG] [LOCAL     ] Loaded configuration for IPG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.560693] [DEBUG] [LOCAL     ] Loaded configuration for ICL: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.560972] [DEBUG] [LOCAL     ] Loaded configuration for CRM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.561310] [DEBUG] [LOCAL     ] Loaded configuration for CNM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.561675] [DEBUG] [LOCAL     ] Loaded configuration for SRV: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.561995] [DEBUG] [LOCAL     ] Loaded configuration for DTG: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.562314] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.562593] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.562930] [DEBUG] [LOCAL     ] Loaded configuration for COF: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.563262] [DEBUG] [LOCAL     ] Loaded configuration for CWT: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.563550] [DEBUG] [LOCAL     ] Loaded configuration for GNT: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.563875] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.563964] [DEBUG] [LOCAL     ] Loaded configuration for TSI: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.564208] [DEBUG] [LOCAL     ] Loaded configuration for EVTR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.564523] [DEBUG] [LOCAL     ] Loaded configuration for MFG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.564854] [DEBUG] [LOCAL     ] Loaded configuration for AFGB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.565149] [DEBUG] [LOCAL     ] Loaded configuration for WS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.565434] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.565716] [DEBUG] [LOCAL     ] Loaded configuration for JOBY: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.566013] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.566313] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.566662] [DEBUG] [LOCAL     ] Loaded configuration for EMO: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.566939] [DEBUG] [LOCAL     ] Loaded configuration for RWT: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.567217] [DEBUG] [LOCAL     ] Loaded configuration for MHN: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.567549] [DEBUG] [LOCAL     ] Loaded configuration for DOW: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.567887] [DEBUG] [LOCAL     ] Loaded configuration for KMT: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.568163] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.568420] [DEBUG] [LOCAL     ] Loaded configuration for HRB: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.568723] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.569042] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.569324] [DEBUG] [LOCAL     ] Loaded configuration for EIX: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.569682] [DEBUG] [LOCAL     ] Loaded configuration for LVWR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.570158] [DEBUG] [LOCAL     ] Loaded configuration for ETY: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.571075] [DEBUG] [LOCAL     ] Loaded configuration for LOB: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.572718] [DEBUG] [LOCAL     ] Loaded configuration for NPK: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.573999] [DEBUG] [LOCAL     ] Loaded configuration for IMAX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.574719] [DEBUG] [LOCAL     ] Loaded configuration for ZIM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.575828] [DEBUG] [LOCAL     ] Loaded configuration for ARIS: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.576521] [DEBUG] [LOCAL     ] Loaded configuration for BRC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.577332] [DEBUG] [LOCAL     ] Loaded configuration for BA: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.578104] [DEBUG] [LOCAL     ] Loaded configuration for PFN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.579412] [DEBUG] [LOCAL     ] Loaded configuration for KNSL: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.580693] [DEBUG] [LOCAL     ] Loaded configuration for KOF: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.581276] [DEBUG] [LOCAL     ] Loaded configuration for EQH: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.581562] [DEBUG] [LOCAL     ] Loaded configuration for BSL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.582258] [DEBUG] [LOCAL     ] Loaded configuration for FRA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.582782] [DEBUG] [LOCAL     ] Loaded configuration for STLA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.583243] [DEBUG] [LOCAL     ] Loaded configuration for SCHW: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.583569] [DEBUG] [LOCAL     ] Loaded configuration for MCN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.583936] [DEBUG] [LOCAL     ] Loaded configuration for IDT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.584334] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.584610] [DEBUG] [LOCAL     ] Loaded configuration for SKE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.584762] [DEBUG] [LOCAL     ] Loaded configuration for MAC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.585085] [DEBUG] [LOCAL     ] Loaded configuration for SPG: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.585378] [DEBUG] [LOCAL     ] Loaded configuration for ITW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.585768] [DEBUG] [LOCAL     ] Loaded configuration for CBRE: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.586101] [DEBUG] [LOCAL     ] Loaded configuration for SBS: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.586544] [DEBUG] [LOCAL     ] Loaded configuration for PFH: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.586836] [DEBUG] [LOCAL     ] Loaded configuration for SUPV: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.587125] [DEBUG] [LOCAL     ] Loaded configuration for SNAP: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.587415] [DEBUG] [LOCAL     ] Loaded configuration for U: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.587732] [DEBUG] [LOCAL     ] Loaded configuration for PSF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.588014] [DEBUG] [LOCAL     ] Loaded configuration for PNNT: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.588351] [DEBUG] [LOCAL     ] Loaded configuration for PSBD: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.588675] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.588941] [DEBUG] [LOCAL     ] Loaded configuration for TUYA: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.589208] [DEBUG] [LOCAL     ] Loaded configuration for GETY: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.589523] [DEBUG] [LOCAL     ] Loaded configuration for PDS: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.589876] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.590148] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.590419] [DEBUG] [LOCAL     ] Loaded configuration for LNG: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.590860] [DEBUG] [LOCAL     ] Loaded configuration for WSO: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.590949] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.591230] [DEBUG] [LOCAL     ] Loaded configuration for SMP: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.591637] [DEBUG] [LOCAL     ] Loaded configuration for BWG: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.591964] [DEBUG] [LOCAL     ] Loaded configuration for LXP: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.592258] [DEBUG] [LOCAL     ] Loaded configuration for SNX: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.592595] [DEBUG] [LOCAL     ] Loaded configuration for ABM: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.593727] [DEBUG] [LOCAL     ] Loaded configuration for AZZ: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.594173] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.594498] [DEBUG] [LOCAL     ] Loaded configuration for TEL: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.594776] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.594866] [DEBUG] [LOCAL     ] Loaded configuration for HIX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.594954] [DEBUG] [LOCAL     ] Loaded configuration for BMN: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.595041] [DEBUG] [LOCAL     ] Loaded configuration for DINO: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.595447] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.595732] [DEBUG] [LOCAL     ] Loaded configuration for UVE: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.596130] [DEBUG] [LOCAL     ] Loaded configuration for CACI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.596403] [DEBUG] [LOCAL     ] Loaded configuration for MPA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.596697] [DEBUG] [LOCAL     ] Loaded configuration for GEV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.597018] [DEBUG] [LOCAL     ] Loaded configuration for GNW: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.597378] [DEBUG] [LOCAL     ] Loaded configuration for RMMZ: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.597697] [DEBUG] [LOCAL     ] Loaded configuration for GWRE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.597971] [DEBUG] [LOCAL     ] Loaded configuration for IHD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.598246] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.598539] [DEBUG] [LOCAL     ] Loaded configuration for NCV: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.598814] [DEBUG] [LOCAL     ] Loaded configuration for SGU: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.599107] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.599439] [DEBUG] [LOCAL     ] Loaded configuration for URI: 5 features, 40.0% accuracy
[2025-10-14T00:00:15.599766] [DEBUG] [LOCAL     ] Loaded configuration for SPH: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.600038] [DEBUG] [LOCAL     ] Loaded configuration for SBH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.600312] [DEBUG] [LOCAL     ] Loaded configuration for FTHY: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.600631] [DEBUG] [LOCAL     ] Loaded configuration for IH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.600955] [DEBUG] [LOCAL     ] Loaded configuration for CLCO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.601247] [DEBUG] [LOCAL     ] Loaded configuration for COHR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.601602] [DEBUG] [LOCAL     ] Loaded configuration for BBAR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.601979] [DEBUG] [LOCAL     ] Loaded configuration for BOND: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.602268] [DEBUG] [LOCAL     ] Loaded configuration for MHO: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.602358] [DEBUG] [LOCAL     ] Loaded configuration for EME: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.602723] [DEBUG] [LOCAL     ] Loaded configuration for AMC: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.603100] [DEBUG] [LOCAL     ] Loaded configuration for CFR: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.603432] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.603736] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.604067] [DEBUG] [LOCAL     ] Loaded configuration for WY: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.604399] [DEBUG] [LOCAL     ] Loaded configuration for KW: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.604487] [DEBUG] [LOCAL     ] Loaded configuration for ECG: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.604812] [DEBUG] [LOCAL     ] Loaded configuration for MMU: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.605105] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.605213] [DEBUG] [LOCAL     ] Loaded configuration for JRS: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.605509] [DEBUG] [LOCAL     ] Loaded configuration for LOAR: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.605781] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.606051] [DEBUG] [LOCAL     ] Loaded configuration for SVV: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.606339] [DEBUG] [LOCAL     ] Loaded configuration for STT: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.606608] [DEBUG] [LOCAL     ] Loaded configuration for GOLF: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.606914] [DEBUG] [LOCAL     ] Loaded configuration for FRO: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.607207] [DEBUG] [LOCAL     ] Loaded configuration for GWH: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.607559] [DEBUG] [LOCAL     ] Loaded configuration for KKR: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.607875] [DEBUG] [LOCAL     ] Loaded configuration for IRM: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.608200] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.608519] [DEBUG] [LOCAL     ] Loaded configuration for LAW: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.608789] [DEBUG] [LOCAL     ] Loaded configuration for GENI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.609218] [DEBUG] [LOCAL     ] Loaded configuration for WKC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.609515] [DEBUG] [LOCAL     ] Loaded configuration for FMY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.609840] [DEBUG] [LOCAL     ] Loaded configuration for VTR: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.610161] [DEBUG] [LOCAL     ] Loaded configuration for DDD: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.610248] [DEBUG] [LOCAL     ] Loaded configuration for AS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.610622] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.611085] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.611386] [DEBUG] [LOCAL     ] Loaded configuration for CLVT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.611685] [DEBUG] [LOCAL     ] Loaded configuration for SR: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.611986] [DEBUG] [LOCAL     ] Loaded configuration for BFLY: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.612283] [DEBUG] [LOCAL     ] Loaded configuration for KB: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.612586] [DEBUG] [LOCAL     ] Loaded configuration for ETJ: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.612899] [DEBUG] [LOCAL     ] Loaded configuration for ZWS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.613006] [DEBUG] [LOCAL     ] Loaded configuration for ACA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.613278] [DEBUG] [LOCAL     ] Loaded configuration for CRT: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.613683] [DEBUG] [LOCAL     ] Loaded configuration for CAL: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.613978] [DEBUG] [LOCAL     ] Loaded configuration for DELL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.614408] [DEBUG] [LOCAL     ] Loaded configuration for IAG: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.614690] [DEBUG] [LOCAL     ] Loaded configuration for MEG: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.614982] [DEBUG] [LOCAL     ] Loaded configuration for GRNT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.615499] [DEBUG] [LOCAL     ] Loaded configuration for KFS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.615795] [DEBUG] [LOCAL     ] Loaded configuration for RIG: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.616116] [DEBUG] [LOCAL     ] Loaded configuration for MC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.616437] [DEBUG] [LOCAL     ] Loaded configuration for MED: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.616740] [DEBUG] [LOCAL     ] Loaded configuration for BUI: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.617071] [DEBUG] [LOCAL     ] Loaded configuration for SWX: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.617362] [DEBUG] [LOCAL     ] Loaded configuration for BXP: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.617724] [DEBUG] [LOCAL     ] Loaded configuration for FXED: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.618025] [DEBUG] [LOCAL     ] Loaded configuration for ATHS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.618296] [DEBUG] [LOCAL     ] Loaded configuration for ZTS: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.618584] [DEBUG] [LOCAL     ] Loaded configuration for SNOW: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.618961] [DEBUG] [LOCAL     ] Loaded configuration for ZTO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.619284] [DEBUG] [LOCAL     ] Loaded configuration for GIL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.619684] [DEBUG] [LOCAL     ] Loaded configuration for EQV: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.619791] [DEBUG] [LOCAL     ] Loaded configuration for COMP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.620112] [DEBUG] [LOCAL     ] Loaded configuration for CPT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.620415] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.620502] [DEBUG] [LOCAL     ] Loaded configuration for AI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.620809] [DEBUG] [LOCAL     ] Loaded configuration for CRGY: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.620897] [DEBUG] [LOCAL     ] Loaded configuration for BHP: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.621153] [DEBUG] [LOCAL     ] Loaded configuration for HR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.621431] [DEBUG] [LOCAL     ] Loaded configuration for BTE: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.621783] [DEBUG] [LOCAL     ] Loaded configuration for SEMR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.622077] [DEBUG] [LOCAL     ] Loaded configuration for GCTS: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.622690] [DEBUG] [LOCAL     ] Loaded configuration for SII: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.623004] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.623347] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.623637] [DEBUG] [LOCAL     ] Loaded configuration for TRC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.624051] [DEBUG] [LOCAL     ] Loaded configuration for HZO: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.624450] [DEBUG] [LOCAL     ] Loaded configuration for IONQ: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.624779] [DEBUG] [LOCAL     ] Loaded configuration for DSL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.625208] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.625485] [DEBUG] [LOCAL     ] Loaded configuration for NPV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.625819] [DEBUG] [LOCAL     ] Loaded configuration for LW: 6 features, 90.0% accuracy
[2025-10-14T00:00:15.626096] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.626377] [DEBUG] [LOCAL     ] Loaded configuration for DK: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.626679] [DEBUG] [LOCAL     ] Loaded configuration for MITP: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.626950] [DEBUG] [LOCAL     ] Loaded configuration for CXM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.627077] [DEBUG] [LOCAL     ] Loaded configuration for DDL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.627366] [DEBUG] [LOCAL     ] Loaded configuration for AWP: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.627685] [DEBUG] [LOCAL     ] Loaded configuration for ESE: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.627979] [DEBUG] [LOCAL     ] Loaded configuration for WRBY: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.628348] [DEBUG] [LOCAL     ] Loaded configuration for FCN: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.628678] [DEBUG] [LOCAL     ] Loaded configuration for FVR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.628949] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.629219] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.629540] [DEBUG] [LOCAL     ] Loaded configuration for CMU: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.629914] [DEBUG] [LOCAL     ] Loaded configuration for HTGC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.630001] [DEBUG] [LOCAL     ] Loaded configuration for IFN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.630297] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.630594] [DEBUG] [LOCAL     ] Loaded configuration for BLDR: 3 features, 40.0% accuracy
[2025-10-14T00:00:15.630724] [DEBUG] [LOCAL     ] Loaded configuration for DECK: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.631004] [DEBUG] [LOCAL     ] Loaded configuration for GNK: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.631295] [DEBUG] [LOCAL     ] Loaded configuration for AWR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.631579] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.631930] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.632018] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.632325] [DEBUG] [LOCAL     ] Loaded configuration for KMPB: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.632601] [DEBUG] [LOCAL     ] Loaded configuration for WAT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.632915] [DEBUG] [LOCAL     ] Loaded configuration for TDW: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.633201] [DEBUG] [LOCAL     ] Loaded configuration for ALSN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.633523] [DEBUG] [LOCAL     ] Loaded configuration for SPGI: 3 features, 40.0% accuracy
[2025-10-14T00:00:15.633938] [DEBUG] [LOCAL     ] Loaded configuration for INVX: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.634347] [DEBUG] [LOCAL     ] Loaded configuration for SCD: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.634679] [DEBUG] [LOCAL     ] Loaded configuration for KTB: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.635145] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.635444] [DEBUG] [LOCAL     ] Loaded configuration for NCZ: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.635772] [DEBUG] [LOCAL     ] Loaded configuration for LOW: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.636116] [DEBUG] [LOCAL     ] Loaded configuration for DIAX: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.636422] [DEBUG] [LOCAL     ] Loaded configuration for GF: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.636766] [DEBUG] [LOCAL     ] Loaded configuration for GKOS: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.637047] [DEBUG] [LOCAL     ] Loaded configuration for DOV: 7 features, 80.0% accuracy
[2025-10-14T00:00:15.637354] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.637683] [DEBUG] [LOCAL     ] Loaded configuration for TRAK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.638092] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.638377] [DEBUG] [LOCAL     ] Loaded configuration for MGF: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.638685] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.639073] [DEBUG] [LOCAL     ] Loaded configuration for AON: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.639402] [DEBUG] [LOCAL     ] Loaded configuration for UL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.639699] [DEBUG] [LOCAL     ] Loaded configuration for FCF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.639995] [DEBUG] [LOCAL     ] Loaded configuration for CQP: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.640274] [DEBUG] [LOCAL     ] Loaded configuration for SOL: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.640556] [DEBUG] [LOCAL     ] Loaded configuration for WELL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.640854] [DEBUG] [LOCAL     ] Loaded configuration for VVR: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.641143] [DEBUG] [LOCAL     ] Loaded configuration for BEKE: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.641430] [DEBUG] [LOCAL     ] Loaded configuration for AVNS: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.641766] [DEBUG] [LOCAL     ] Loaded configuration for SPNT: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.642088] [DEBUG] [LOCAL     ] Loaded configuration for CNQ: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.642397] [DEBUG] [LOCAL     ] Loaded configuration for CHCT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.642784] [DEBUG] [LOCAL     ] Loaded configuration for BSBR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.643160] [DEBUG] [LOCAL     ] Loaded configuration for VZ: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.643558] [DEBUG] [LOCAL     ] Loaded configuration for AMH: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.643677] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.644043] [DEBUG] [LOCAL     ] Loaded configuration for DTE: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.644477] [DEBUG] [LOCAL     ] Loaded configuration for NGS: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.644756] [DEBUG] [LOCAL     ] Loaded configuration for BAC: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.645048] [DEBUG] [LOCAL     ] Loaded configuration for TPH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.645425] [DEBUG] [LOCAL     ] Loaded configuration for HEQ: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.645714] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.645998] [DEBUG] [LOCAL     ] Loaded configuration for MGR: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.646299] [DEBUG] [LOCAL     ] Loaded configuration for TK: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.646602] [DEBUG] [LOCAL     ] Loaded configuration for ISD: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.646971] [DEBUG] [LOCAL     ] Loaded configuration for PMM: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.647240] [DEBUG] [LOCAL     ] Loaded configuration for WEAV: 2 features, 40.0% accuracy
[2025-10-14T00:00:15.647548] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.647637] [DEBUG] [LOCAL     ] Loaded configuration for AVY: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.647991] [DEBUG] [LOCAL     ] Loaded configuration for FLR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.648306] [DEBUG] [LOCAL     ] Loaded configuration for SU: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.648566] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.648927] [DEBUG] [LOCAL     ] Loaded configuration for CXE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.649037] [DEBUG] [LOCAL     ] Loaded configuration for DY: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.649101] [DEBUG] [LOCAL     ] Loaded configuration for DBL: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.649365] [DEBUG] [LOCAL     ] Loaded configuration for STAG: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.649686] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.649982] [DEBUG] [LOCAL     ] Loaded configuration for CX: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.650254] [DEBUG] [LOCAL     ] Loaded configuration for WM: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.650522] [DEBUG] [LOCAL     ] Loaded configuration for BYM: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.650853] [DEBUG] [LOCAL     ] Loaded configuration for DAL: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.651145] [DEBUG] [LOCAL     ] Loaded configuration for NMT: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.651466] [DEBUG] [LOCAL     ] Loaded configuration for SAH: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.651752] [DEBUG] [LOCAL     ] Loaded configuration for HYTR: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.652021] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.652397] [DEBUG] [LOCAL     ] Loaded configuration for CC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.652695] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.653023] [DEBUG] [LOCAL     ] Loaded configuration for SKT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.653346] [DEBUG] [LOCAL     ] Loaded configuration for BOOT: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.653784] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.654097] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.654392] [DEBUG] [LOCAL     ] Loaded configuration for UTZ: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.654717] [DEBUG] [LOCAL     ] Loaded configuration for BH: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.654825] [DEBUG] [LOCAL     ] Loaded configuration for CBAN: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.654911] [DEBUG] [LOCAL     ] Loaded configuration for SLB: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.655226] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.655314] [DEBUG] [LOCAL     ] Loaded configuration for SPXC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.655679] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.655974] [DEBUG] [LOCAL     ] Loaded configuration for TRTX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.656266] [DEBUG] [LOCAL     ] Loaded configuration for SHG: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.656561] [DEBUG] [LOCAL     ] Loaded configuration for FOR: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.656861] [DEBUG] [LOCAL     ] Loaded configuration for SLF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.657188] [DEBUG] [LOCAL     ] Loaded configuration for KRC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.657456] [DEBUG] [LOCAL     ] Loaded configuration for SKY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.657823] [DEBUG] [LOCAL     ] Loaded configuration for BDJ: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.658119] [DEBUG] [LOCAL     ] Loaded configuration for UA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.658439] [DEBUG] [LOCAL     ] Loaded configuration for EGO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.658756] [DEBUG] [LOCAL     ] Loaded configuration for EQR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.659044] [DEBUG] [LOCAL     ] Loaded configuration for MAS: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.659438] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.659752] [DEBUG] [LOCAL     ] Loaded configuration for CUBE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.660086] [DEBUG] [LOCAL     ] Loaded configuration for DMA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.660370] [DEBUG] [LOCAL     ] Loaded configuration for EW: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.660698] [DEBUG] [LOCAL     ] Loaded configuration for WLKP: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.661041] [DEBUG] [LOCAL     ] Loaded configuration for PERF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.661378] [DEBUG] [LOCAL     ] Loaded configuration for SSL: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.661682] [DEBUG] [LOCAL     ] Loaded configuration for SXT: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.661978] [DEBUG] [LOCAL     ] Loaded configuration for IBP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.662299] [DEBUG] [LOCAL     ] Loaded configuration for UGP: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.662585] [DEBUG] [LOCAL     ] Loaded configuration for FUL: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.662951] [DEBUG] [LOCAL     ] Loaded configuration for DLY: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.663238] [DEBUG] [LOCAL     ] Loaded configuration for CSAN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.663567] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.663981] [DEBUG] [LOCAL     ] Loaded configuration for CDP: 7 features, 90.0% accuracy
[2025-10-14T00:00:15.664368] [DEBUG] [LOCAL     ] Loaded configuration for AIT: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.664702] [DEBUG] [LOCAL     ] Loaded configuration for TKC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.664987] [DEBUG] [LOCAL     ] Loaded configuration for SPIR: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.665300] [DEBUG] [LOCAL     ] Loaded configuration for BMA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.665617] [DEBUG] [LOCAL     ] Loaded configuration for SLGN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.665992] [DEBUG] [LOCAL     ] Loaded configuration for MPV: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.666268] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.666560] [DEBUG] [LOCAL     ] Loaded configuration for SRG: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.666897] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.667166] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.667281] [DEBUG] [LOCAL     ] Loaded configuration for CNA: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.667602] [DEBUG] [LOCAL     ] Loaded configuration for UI: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.667973] [DEBUG] [LOCAL     ] Loaded configuration for GIC: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.668269] [DEBUG] [LOCAL     ] Loaded configuration for GLW: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.668565] [DEBUG] [LOCAL     ] Loaded configuration for RFM: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.668924] [DEBUG] [LOCAL     ] Loaded configuration for VMC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.669195] [DEBUG] [LOCAL     ] Loaded configuration for FTK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.669467] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.669754] [DEBUG] [LOCAL     ] Loaded configuration for WINN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.670073] [DEBUG] [LOCAL     ] Loaded configuration for CMG: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.670341] [DEBUG] [LOCAL     ] Loaded configuration for EEX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.670608] [DEBUG] [LOCAL     ] Loaded configuration for ECAT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.670923] [DEBUG] [LOCAL     ] Loaded configuration for CDLR: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.671032] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.671360] [DEBUG] [LOCAL     ] Loaded configuration for WTS: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.671630] [DEBUG] [LOCAL     ] Loaded configuration for TEN: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.671952] [DEBUG] [LOCAL     ] Loaded configuration for JRI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.672390] [DEBUG] [LOCAL     ] Loaded configuration for ALIT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.672701] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.672987] [DEBUG] [LOCAL     ] Loaded configuration for JBGS: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.673290] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.673377] [DEBUG] [LOCAL     ] Loaded configuration for DE: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.673682] [DEBUG] [LOCAL     ] Loaded configuration for FGN: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.673983] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.674295] [DEBUG] [LOCAL     ] Loaded configuration for PIM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.674573] [DEBUG] [LOCAL     ] Loaded configuration for GBCI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.674920] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.675210] [DEBUG] [LOCAL     ] Loaded configuration for FSM: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.675540] [DEBUG] [LOCAL     ] Loaded configuration for ECCU: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.675945] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.676282] [DEBUG] [LOCAL     ] Loaded configuration for UNM: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.676620] [DEBUG] [LOCAL     ] Loaded configuration for LDOS: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.676965] [DEBUG] [LOCAL     ] Loaded configuration for BK: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.677269] [DEBUG] [LOCAL     ] Loaded configuration for STZ: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.677605] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.677917] [DEBUG] [LOCAL     ] Loaded configuration for WOLF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.678189] [DEBUG] [LOCAL     ] Loaded configuration for PAI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.678521] [DEBUG] [LOCAL     ] Loaded configuration for TJX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.678816] [DEBUG] [LOCAL     ] Loaded configuration for ETR: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.679117] [DEBUG] [LOCAL     ] Loaded configuration for HKD: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.679397] [DEBUG] [LOCAL     ] Loaded configuration for AMTM: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.679737] [DEBUG] [LOCAL     ] Loaded configuration for GBTG: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.680006] [DEBUG] [LOCAL     ] Loaded configuration for RC: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.680324] [DEBUG] [LOCAL     ] Loaded configuration for HBI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.680670] [DEBUG] [LOCAL     ] Loaded configuration for STWD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.680966] [DEBUG] [LOCAL     ] Loaded configuration for UP: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.681054] [DEBUG] [LOCAL     ] Loaded configuration for APH: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.681351] [DEBUG] [LOCAL     ] Loaded configuration for CNNE: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.681630] [DEBUG] [LOCAL     ] Loaded configuration for CMCM: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.681988] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.682398] [DEBUG] [LOCAL     ] Loaded configuration for HRI: 2 features, 30.0% accuracy
[2025-10-14T00:00:15.682736] [DEBUG] [LOCAL     ] Loaded configuration for YUM: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.683069] [DEBUG] [LOCAL     ] Loaded configuration for BRCC: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.683371] [DEBUG] [LOCAL     ] Loaded configuration for ARW: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.683694] [DEBUG] [LOCAL     ] Loaded configuration for ABBV: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.684027] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.684431] [DEBUG] [LOCAL     ] Loaded configuration for JFR: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.684716] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.685015] [DEBUG] [LOCAL     ] Loaded configuration for SUN: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.685346] [DEBUG] [LOCAL     ] Loaded configuration for GIB: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.685976] [DEBUG] [LOCAL     ] Loaded configuration for CHGG: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.686312] [DEBUG] [LOCAL     ] Loaded configuration for DUK: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.686616] [DEBUG] [LOCAL     ] Loaded configuration for CWEN: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.686957] [DEBUG] [LOCAL     ] Loaded configuration for ITGR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.687268] [DEBUG] [LOCAL     ] Loaded configuration for ASX: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.687573] [DEBUG] [LOCAL     ] Loaded configuration for AEE: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.687891] [DEBUG] [LOCAL     ] Loaded configuration for EXR: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.688235] [DEBUG] [LOCAL     ] Loaded configuration for CNI: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.688520] [DEBUG] [LOCAL     ] Loaded configuration for EVG: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.688828] [DEBUG] [LOCAL     ] Loaded configuration for MHF: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.689176] [DEBUG] [LOCAL     ] Loaded configuration for DDT: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.689514] [DEBUG] [LOCAL     ] Loaded configuration for ST: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.689835] [DEBUG] [LOCAL     ] Loaded configuration for ENIC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.690285] [DEBUG] [LOCAL     ] Loaded configuration for MMI: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.690627] [DEBUG] [LOCAL     ] Loaded configuration for TDC: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.690934] [DEBUG] [LOCAL     ] Loaded configuration for GOF: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.691269] [DEBUG] [LOCAL     ] Loaded configuration for ETV: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.691613] [DEBUG] [LOCAL     ] Loaded configuration for UE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.692087] [DEBUG] [LOCAL     ] Loaded configuration for APAM: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.692407] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.692716] [DEBUG] [LOCAL     ] Loaded configuration for DFIN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.693021] [DEBUG] [LOCAL     ] Loaded configuration for HMN: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.693340] [DEBUG] [LOCAL     ] Loaded configuration for ADX: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.693637] [DEBUG] [LOCAL     ] Loaded configuration for GUT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.693988] [DEBUG] [LOCAL     ] Loaded configuration for WTRG: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.694279] [DEBUG] [LOCAL     ] Loaded configuration for CCRD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.694670] [DEBUG] [LOCAL     ] Loaded configuration for CRL: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.695784] [DEBUG] [LOCAL     ] Loaded configuration for JPM: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.696092] [DEBUG] [LOCAL     ] Loaded configuration for BTO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.696393] [DEBUG] [LOCAL     ] Loaded configuration for GROV: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.696698] [DEBUG] [LOCAL     ] Loaded configuration for XPRO: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.696805] [DEBUG] [LOCAL     ] Loaded configuration for ZK: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.697095] [DEBUG] [LOCAL     ] Loaded configuration for UAN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.697182] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.697517] [DEBUG] [LOCAL     ] Loaded configuration for FC: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.697836] [DEBUG] [LOCAL     ] Loaded configuration for TAK: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.698131] [DEBUG] [LOCAL     ] Loaded configuration for TD: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.698449] [DEBUG] [LOCAL     ] Loaded configuration for AGL: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.698737] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.699134] [DEBUG] [LOCAL     ] Loaded configuration for EOT: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.699437] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.699746] [DEBUG] [LOCAL     ] Loaded configuration for IR: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.700047] [DEBUG] [LOCAL     ] Loaded configuration for EVR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.700385] [DEBUG] [LOCAL     ] Loaded configuration for TFPM: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.700491] [DEBUG] [LOCAL     ] Loaded configuration for V: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.700600] [DEBUG] [LOCAL     ] Loaded configuration for CIMN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.700920] [DEBUG] [LOCAL     ] Loaded configuration for G: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.701201] [DEBUG] [LOCAL     ] Loaded configuration for FTWO: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.701512] [DEBUG] [LOCAL     ] Loaded configuration for SPMC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.701833] [DEBUG] [LOCAL     ] Loaded configuration for AUB: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.702237] [DEBUG] [LOCAL     ] Loaded configuration for BST: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.702521] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.702849] [DEBUG] [LOCAL     ] Loaded configuration for BWA: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.703181] [DEBUG] [LOCAL     ] Loaded configuration for ING: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.703268] [DEBUG] [LOCAL     ] Loaded configuration for APD: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.703545] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.703827] [DEBUG] [LOCAL     ] Loaded configuration for VCV: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.704123] [DEBUG] [LOCAL     ] Loaded configuration for HOV: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.704438] [DEBUG] [LOCAL     ] Loaded configuration for CAG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.704545] [DEBUG] [LOCAL     ] Loaded configuration for DLX: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.704813] [DEBUG] [LOCAL     ] Loaded configuration for CNF: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.705103] [DEBUG] [LOCAL     ] Loaded configuration for USPH: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.705445] [DEBUG] [LOCAL     ] Loaded configuration for ESRT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.705732] [DEBUG] [LOCAL     ] Loaded configuration for FBRT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.706003] [DEBUG] [LOCAL     ] Loaded configuration for PFO: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.706287] [DEBUG] [LOCAL     ] Loaded configuration for TFIN: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.706704] [DEBUG] [LOCAL     ] Loaded configuration for CALX: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.707038] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.707448] [DEBUG] [LOCAL     ] Loaded configuration for AFGD: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.707816] [DEBUG] [LOCAL     ] Loaded configuration for EMP: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.708146] [DEBUG] [LOCAL     ] Loaded configuration for AIR: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.708476] [DEBUG] [LOCAL     ] Loaded configuration for FI: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.708784] [DEBUG] [LOCAL     ] Loaded configuration for GDO: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.709121] [DEBUG] [LOCAL     ] Loaded configuration for UNF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.709425] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.709751] [DEBUG] [LOCAL     ] Loaded configuration for BNY: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.710137] [DEBUG] [LOCAL     ] Loaded configuration for FLC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.710472] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.710763] [DEBUG] [LOCAL     ] Loaded configuration for FNV: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.710851] [DEBUG] [LOCAL     ] Loaded configuration for BCAT: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.711147] [DEBUG] [LOCAL     ] Loaded configuration for FG: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.711417] [DEBUG] [LOCAL     ] Loaded configuration for GXO: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.711705] [DEBUG] [LOCAL     ] Loaded configuration for COUR: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.712164] [DEBUG] [LOCAL     ] Loaded configuration for AGM: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.712622] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.712952] [DEBUG] [LOCAL     ] Loaded configuration for BBY: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.713344] [DEBUG] [LOCAL     ] Loaded configuration for BIPJ: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.713680] [DEBUG] [LOCAL     ] Loaded configuration for GFF: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.713969] [DEBUG] [LOCAL     ] Loaded configuration for COOK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.715134] [DEBUG] [LOCAL     ] Loaded configuration for BURL: 3 features, 50.0% accuracy
[2025-10-14T00:00:15.715437] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.715733] [DEBUG] [LOCAL     ] Loaded configuration for HLLY: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.716024] [DEBUG] [LOCAL     ] Loaded configuration for PML: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.716337] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.716692] [DEBUG] [LOCAL     ] Loaded configuration for NOK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.716780] [DEBUG] [LOCAL     ] Loaded configuration for VST: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.717050] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.717496] [DEBUG] [LOCAL     ] Loaded configuration for HY: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.717794] [DEBUG] [LOCAL     ] Loaded configuration for NRDY: 1 features, 40.0% accuracy
[2025-10-14T00:00:15.718071] [DEBUG] [LOCAL     ] Loaded configuration for IIPR: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.718177] [DEBUG] [LOCAL     ] Loaded configuration for IRT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.718601] [DEBUG] [LOCAL     ] Loaded configuration for ANRO: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.718735] [DEBUG] [LOCAL     ] Loaded configuration for TY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.719025] [DEBUG] [LOCAL     ] Loaded configuration for L: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.720121] [DEBUG] [LOCAL     ] Loaded configuration for E: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.720446] [DEBUG] [LOCAL     ] Loaded configuration for CRBG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.720890] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.721187] [DEBUG] [LOCAL     ] Loaded configuration for RFMZ: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.721480] [DEBUG] [LOCAL     ] Loaded configuration for RES: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.721587] [DEBUG] [LOCAL     ] Loaded configuration for BAK: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.721914] [DEBUG] [LOCAL     ] Loaded configuration for EOS: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.722249] [DEBUG] [LOCAL     ] Loaded configuration for CRC: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.722588] [DEBUG] [LOCAL     ] Loaded configuration for CW: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.722965] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.723291] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.723587] [DEBUG] [LOCAL     ] Loaded configuration for EFR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.723954] [DEBUG] [LOCAL     ] Loaded configuration for FINS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.724247] [DEBUG] [LOCAL     ] Loaded configuration for MFSI: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.724571] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.724895] [DEBUG] [LOCAL     ] Loaded configuration for FCPT: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.725211] [DEBUG] [LOCAL     ] Loaded configuration for BIPC: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.725528] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.725809] [DEBUG] [LOCAL     ] Loaded configuration for VLN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.725916] [DEBUG] [LOCAL     ] Loaded configuration for TGT: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.726207] [DEBUG] [LOCAL     ] Loaded configuration for BSTZ: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.726512] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.726845] [DEBUG] [LOCAL     ] Loaded configuration for INGM: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.727138] [DEBUG] [LOCAL     ] Loaded configuration for ACHR: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.727504] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.727808] [DEBUG] [LOCAL     ] Loaded configuration for RM: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.728190] [DEBUG] [LOCAL     ] Loaded configuration for ADCT: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.728467] [DEBUG] [LOCAL     ] Loaded configuration for BANC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.728751] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.729029] [DEBUG] [LOCAL     ] Loaded configuration for APO: 5 features, 60.0% accuracy
[2025-10-14T00:00:15.729385] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.729689] [DEBUG] [LOCAL     ] Loaded configuration for SAN: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.730030] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.730328] [DEBUG] [LOCAL     ] Loaded configuration for FPF: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.730681] [DEBUG] [LOCAL     ] Loaded configuration for ONTF: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.730961] [DEBUG] [LOCAL     ] Loaded configuration for LUMN: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.731254] [DEBUG] [LOCAL     ] Loaded configuration for STXK: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.731539] [DEBUG] [LOCAL     ] Loaded configuration for TGS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.731876] [DEBUG] [LOCAL     ] Loaded configuration for DV: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.732266] [DEBUG] [LOCAL     ] Loaded configuration for APG: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.732555] [DEBUG] [LOCAL     ] Loaded configuration for VIV: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.732864] [DEBUG] [LOCAL     ] Loaded configuration for SNDR: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.733226] [DEBUG] [LOCAL     ] Loaded configuration for THW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.733531] [DEBUG] [LOCAL     ] Loaded configuration for USB: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.733819] [DEBUG] [LOCAL     ] Loaded configuration for AYI: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.733908] [DEBUG] [LOCAL     ] Loaded configuration for CLH: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.734291] [DEBUG] [LOCAL     ] Loaded configuration for CBT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.734423] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.734832] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.735170] [DEBUG] [LOCAL     ] Loaded configuration for VNT: 7 features, 90.0% accuracy
[2025-10-14T00:00:15.735557] [DEBUG] [LOCAL     ] Loaded configuration for AMCR: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.735915] [DEBUG] [LOCAL     ] Loaded configuration for EG: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.736200] [DEBUG] [LOCAL     ] Loaded configuration for CP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.736516] [DEBUG] [LOCAL     ] Loaded configuration for LUV: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.736865] [DEBUG] [LOCAL     ] Loaded configuration for EFXT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.737208] [DEBUG] [LOCAL     ] Loaded configuration for ES: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.737677] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.738004] [DEBUG] [LOCAL     ] Loaded configuration for GFR: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.738292] [DEBUG] [LOCAL     ] Loaded configuration for EDD: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.738679] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.738969] [DEBUG] [LOCAL     ] Loaded configuration for DHI: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.739321] [DEBUG] [LOCAL     ] Loaded configuration for BNT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.739765] [DEBUG] [LOCAL     ] Loaded configuration for JQC: 0 features, 60.0% accuracy
[2025-10-14T00:00:15.740069] [DEBUG] [LOCAL     ] Loaded configuration for TIXT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.740354] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.740694] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.740979] [DEBUG] [LOCAL     ] Loaded configuration for BLND: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.741415] [DEBUG] [LOCAL     ] Loaded configuration for WF: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.741703] [DEBUG] [LOCAL     ] Loaded configuration for CAT: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.742006] [DEBUG] [LOCAL     ] Loaded configuration for ETN: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.742341] [DEBUG] [LOCAL     ] Loaded configuration for RZB: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.742666] [DEBUG] [LOCAL     ] Loaded configuration for UWMC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.743013] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.743307] [DEBUG] [LOCAL     ] Loaded configuration for ARDT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.743595] [DEBUG] [LOCAL     ] Loaded configuration for MMS: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.743931] [DEBUG] [LOCAL     ] Loaded configuration for FLXR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.744047] [DEBUG] [LOCAL     ] Loaded configuration for CSR: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.744333] [DEBUG] [LOCAL     ] Loaded configuration for KEX: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.744604] [DEBUG] [LOCAL     ] Loaded configuration for IGD: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.744970] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.745412] [DEBUG] [LOCAL     ] Loaded configuration for AKR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.745745] [DEBUG] [LOCAL     ] Loaded configuration for EMF: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.746087] [DEBUG] [LOCAL     ] Loaded configuration for FFC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.746372] [DEBUG] [LOCAL     ] Loaded configuration for MLR: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.746777] [DEBUG] [LOCAL     ] Loaded configuration for IT: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.747128] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.747486] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.747832] [DEBUG] [LOCAL     ] Loaded configuration for NUV: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.748176] [DEBUG] [LOCAL     ] Loaded configuration for ED: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.748510] [DEBUG] [LOCAL     ] Loaded configuration for SES: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.748793] [DEBUG] [LOCAL     ] Loaded configuration for WMK: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.749089] [DEBUG] [LOCAL     ] Loaded configuration for EXG: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.749428] [DEBUG] [LOCAL     ] Loaded configuration for MX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.749755] [DEBUG] [LOCAL     ] Loaded configuration for EPAC: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.750083] [DEBUG] [LOCAL     ] Loaded configuration for YPF: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.750361] [DEBUG] [LOCAL     ] Loaded configuration for IFF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.750685] [DEBUG] [LOCAL     ] Loaded configuration for ERJ: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.751061] [DEBUG] [LOCAL     ] Loaded configuration for KAR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.751385] [DEBUG] [LOCAL     ] Loaded configuration for SOBO: 1 features, 50.0% accuracy
[2025-10-14T00:00:15.751796] [DEBUG] [LOCAL     ] Loaded configuration for IVZ: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.751885] [DEBUG] [LOCAL     ] Loaded configuration for EBS: 6 features, 70.0% accuracy
[2025-10-14T00:00:15.752136] [DEBUG] [LOCAL     ] Loaded configuration for TVE: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.752423] [DEBUG] [LOCAL     ] Loaded configuration for HHH: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.752540] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.752815] [DEBUG] [LOCAL     ] Loaded configuration for UMH: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.753276] [DEBUG] [LOCAL     ] Loaded configuration for CAF: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.753561] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.753912] [DEBUG] [LOCAL     ] Loaded configuration for BRW: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.754188] [DEBUG] [LOCAL     ] Loaded configuration for MPW: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.754589] [DEBUG] [LOCAL     ] Loaded configuration for WGO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.754923] [DEBUG] [LOCAL     ] Loaded configuration for STNG: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.755201] [DEBUG] [LOCAL     ] Loaded configuration for TRV: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.755495] [DEBUG] [LOCAL     ] Loaded configuration for VMI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.755626] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.755750] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.756086] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.756421] [DEBUG] [LOCAL     ] Loaded configuration for VRE: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.756750] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.757109] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 1 features, 90.0% accuracy
[2025-10-14T00:00:15.757405] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.757713] [DEBUG] [LOCAL     ] Loaded configuration for DIN: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.758035] [DEBUG] [LOCAL     ] Loaded configuration for GLP: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.758340] [DEBUG] [LOCAL     ] Loaded configuration for EPAM: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.758630] [DEBUG] [LOCAL     ] Loaded configuration for BOW: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.758999] [DEBUG] [LOCAL     ] Loaded configuration for SAR: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.759270] [DEBUG] [LOCAL     ] Loaded configuration for TGNA: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.760103] [DEBUG] [LOCAL     ] Loaded configuration for HII: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.760399] [DEBUG] [LOCAL     ] Loaded configuration for ACI: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.760682] [DEBUG] [LOCAL     ] Loaded configuration for EXK: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.760789] [DEBUG] [LOCAL     ] Loaded configuration for ELS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.761066] [DEBUG] [LOCAL     ] Loaded configuration for TEAF: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.761360] [DEBUG] [LOCAL     ] Loaded configuration for GHC: 2 features, 100.0% accuracy
[2025-10-14T00:00:15.761692] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.762030] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.762321] [DEBUG] [LOCAL     ] Loaded configuration for TLYS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.762598] [DEBUG] [LOCAL     ] Loaded configuration for RPT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.762911] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 5 features, 70.0% accuracy
[2025-10-14T00:00:15.763202] [DEBUG] [LOCAL     ] Loaded configuration for STXG: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.763528] [DEBUG] [LOCAL     ] Loaded configuration for KF: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.763849] [DEBUG] [LOCAL     ] Loaded configuration for TRN: 0 features, 50.0% accuracy
[2025-10-14T00:00:15.764290] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.764589] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.764909] [DEBUG] [LOCAL     ] Loaded configuration for STVN: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.765204] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.765590] [DEBUG] [LOCAL     ] Loaded configuration for HDB: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.765959] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.766342] [DEBUG] [LOCAL     ] Loaded configuration for HUYA: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.766632] [DEBUG] [LOCAL     ] Loaded configuration for VRT: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.766946] [DEBUG] [LOCAL     ] Loaded configuration for RNP: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.767358] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.767676] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.767768] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.768077] [DEBUG] [LOCAL     ] Loaded configuration for ELAN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.768406] [DEBUG] [LOCAL     ] Loaded configuration for TDS: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.768514] [DEBUG] [LOCAL     ] Loaded configuration for DHR: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.768796] [DEBUG] [LOCAL     ] Loaded configuration for RSF: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.769126] [DEBUG] [LOCAL     ] Loaded configuration for WT: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.770211] [DEBUG] [LOCAL     ] Loaded configuration for AMPY: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.770489] [DEBUG] [LOCAL     ] Loaded configuration for SKYH: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.770789] [DEBUG] [LOCAL     ] Loaded configuration for DMO: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.771100] [DEBUG] [LOCAL     ] Loaded configuration for CMSC: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.771539] [DEBUG] [LOCAL     ] Loaded configuration for ACN: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.771672] [DEBUG] [LOCAL     ] Loaded configuration for CRI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.771982] [DEBUG] [LOCAL     ] Loaded configuration for KBR: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.772289] [DEBUG] [LOCAL     ] Loaded configuration for BUR: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.772587] [DEBUG] [LOCAL     ] Loaded configuration for LFT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.772960] [DEBUG] [LOCAL     ] Loaded configuration for DOLE: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.773293] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.773582] [DEBUG] [LOCAL     ] Loaded configuration for KNOP: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.774033] [DEBUG] [LOCAL     ] Loaded configuration for CCJ: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.774336] [DEBUG] [LOCAL     ] Loaded configuration for VIK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.774667] [DEBUG] [LOCAL     ] Loaded configuration for ITUB: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.774977] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.775285] [DEBUG] [LOCAL     ] Loaded configuration for STXD: 4 features, 50.0% accuracy
[2025-10-14T00:00:15.775580] [DEBUG] [LOCAL     ] Loaded configuration for LU: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.775889] [DEBUG] [LOCAL     ] Loaded configuration for NRT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.776174] [DEBUG] [LOCAL     ] Loaded configuration for JLS: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.776573] [DEBUG] [LOCAL     ] Loaded configuration for JEF: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.776933] [DEBUG] [LOCAL     ] Loaded configuration for HRTG: 0 features, 80.0% accuracy
[2025-10-14T00:00:15.777241] [DEBUG] [LOCAL     ] Loaded configuration for XPO: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.777562] [DEBUG] [LOCAL     ] Loaded configuration for MVF: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.777893] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.778227] [DEBUG] [LOCAL     ] Loaded configuration for UZD: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.778316] [DEBUG] [LOCAL     ] Loaded configuration for BKU: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.778694] [DEBUG] [LOCAL     ] Loaded configuration for YOU: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.778971] [DEBUG] [LOCAL     ] Loaded configuration for ABR: 1 features, 100.0% accuracy
[2025-10-14T00:00:15.779262] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.779569] [DEBUG] [LOCAL     ] Loaded configuration for SXI: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.779926] [DEBUG] [LOCAL     ] Loaded configuration for T: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.780250] [DEBUG] [LOCAL     ] Loaded configuration for AR: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.780685] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.781014] [DEBUG] [LOCAL     ] Loaded configuration for KNX: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.781315] [DEBUG] [LOCAL     ] Loaded configuration for CTDD: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.781684] [DEBUG] [LOCAL     ] Loaded configuration for GGZ: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.782014] [DEBUG] [LOCAL     ] Loaded configuration for DAVA: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.782311] [DEBUG] [LOCAL     ] Loaded configuration for ESI: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.782712] [DEBUG] [LOCAL     ] Loaded configuration for XFLT: 4 features, 90.0% accuracy
[2025-10-14T00:00:15.783008] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.783329] [DEBUG] [LOCAL     ] Loaded configuration for MCR: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.783607] [DEBUG] [LOCAL     ] Loaded configuration for MLI: 1 features, 60.0% accuracy
[2025-10-14T00:00:15.783977] [DEBUG] [LOCAL     ] Loaded configuration for PRH: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.784310] [DEBUG] [LOCAL     ] Loaded configuration for LOCL: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.784664] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.784997] [DEBUG] [LOCAL     ] Loaded configuration for ZEPP: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.785319] [DEBUG] [LOCAL     ] Loaded configuration for FLO: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.785720] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.785998] [DEBUG] [LOCAL     ] Loaded configuration for MSB: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.786292] [DEBUG] [LOCAL     ] Loaded configuration for VEEV: 3 features, 100.0% accuracy
[2025-10-14T00:00:15.786575] [DEBUG] [LOCAL     ] Loaded configuration for ALL: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.786938] [DEBUG] [LOCAL     ] Loaded configuration for KREF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.787279] [DEBUG] [LOCAL     ] Loaded configuration for WH: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.787633] [DEBUG] [LOCAL     ] Loaded configuration for SFL: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.787948] [DEBUG] [LOCAL     ] Loaded configuration for FPH: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.788037] [DEBUG] [LOCAL     ] Loaded configuration for BWNB: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.788348] [DEBUG] [LOCAL     ] Loaded configuration for LMT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.788634] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.788997] [DEBUG] [LOCAL     ] Loaded configuration for UCB: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.789382] [DEBUG] [LOCAL     ] Loaded configuration for CMC: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.789679] [DEBUG] [LOCAL     ] Loaded configuration for AWK: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.789975] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.791040] [DEBUG] [LOCAL     ] Loaded configuration for CULP: 5 features, 90.0% accuracy
[2025-10-14T00:00:15.791374] [DEBUG] [LOCAL     ] Loaded configuration for NGL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.791680] [DEBUG] [LOCAL     ] Loaded configuration for PGP: 5 features, 100.0% accuracy
[2025-10-14T00:00:15.791987] [DEBUG] [LOCAL     ] Loaded configuration for OIS: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.792314] [DEBUG] [LOCAL     ] Loaded configuration for MATV: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.792671] [DEBUG] [LOCAL     ] Loaded configuration for BOX: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.792961] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 0 features, 40.0% accuracy
[2025-10-14T00:00:15.793250] [DEBUG] [LOCAL     ] Loaded configuration for TRNO: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.793589] [DEBUG] [LOCAL     ] Loaded configuration for TT: 5 features, 80.0% accuracy
[2025-10-14T00:00:15.793923] [DEBUG] [LOCAL     ] Loaded configuration for SMRT: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.794245] [DEBUG] [LOCAL     ] Loaded configuration for CHWY: 2 features, 70.0% accuracy
[2025-10-14T00:00:15.794566] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.794898] [DEBUG] [LOCAL     ] Loaded configuration for EVTL: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.795195] [DEBUG] [LOCAL     ] Loaded configuration for BFZ: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.795495] [DEBUG] [LOCAL     ] Loaded configuration for XHR: 6 features, 70.0% accuracy
[2025-10-14T00:00:15.795801] [DEBUG] [LOCAL     ] Loaded configuration for ANVS: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.796130] [DEBUG] [LOCAL     ] Loaded configuration for CUK: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.796428] [DEBUG] [LOCAL     ] Loaded configuration for RFL: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.796818] [DEBUG] [LOCAL     ] Loaded configuration for W: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.797105] [DEBUG] [LOCAL     ] Loaded configuration for SAP: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.797192] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.797510] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 4 features, 70.0% accuracy
[2025-10-14T00:00:15.797858] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 3 features, 90.0% accuracy
[2025-10-14T00:00:15.798213] [DEBUG] [LOCAL     ] Loaded configuration for KBDC: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.798530] [DEBUG] [LOCAL     ] Loaded configuration for NREF: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.798817] [DEBUG] [LOCAL     ] Loaded configuration for VIRT: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.799121] [DEBUG] [LOCAL     ] Loaded configuration for XYF: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.799462] [DEBUG] [LOCAL     ] Loaded configuration for WMT: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.799764] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.799852] [DEBUG] [LOCAL     ] Loaded configuration for UFI: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.800160] [DEBUG] [LOCAL     ] Loaded configuration for UHT: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.800494] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 6 features, 80.0% accuracy
[2025-10-14T00:00:15.800581] [DEBUG] [LOCAL     ] Loaded configuration for BY: 1 features, 80.0% accuracy
[2025-10-14T00:00:15.801050] [DEBUG] [LOCAL     ] Loaded configuration for APTV: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.801491] [DEBUG] [LOCAL     ] Loaded configuration for NEXA: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.801813] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 4 features, 100.0% accuracy
[2025-10-14T00:00:15.802684] [DEBUG] [LOCAL     ] Loaded configuration for LPX: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.802990] [DEBUG] [LOCAL     ] Loaded configuration for TU: 2 features, 50.0% accuracy
[2025-10-14T00:00:15.803384] [DEBUG] [LOCAL     ] Loaded configuration for WIW: 0 features, 70.0% accuracy
[2025-10-14T00:00:15.803795] [DEBUG] [LOCAL     ] Loaded configuration for JHI: 4 features, 60.0% accuracy
[2025-10-14T00:00:15.804102] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.804469] [DEBUG] [LOCAL     ] Loaded configuration for CODI: 0 features, 90.0% accuracy
[2025-10-14T00:00:15.804978] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 1 features, 70.0% accuracy
[2025-10-14T00:00:15.805477] [DEBUG] [LOCAL     ] Loaded configuration for CIO: 2 features, 60.0% accuracy
[2025-10-14T00:00:15.805777] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 3 features, 80.0% accuracy
[2025-10-14T00:00:15.806148] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, 60.0% accuracy
[2025-10-14T00:00:15.806464] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 4 features, 80.0% accuracy
[2025-10-14T00:00:15.806758] [DEBUG] [LOCAL     ] Loaded configuration for EAI: 3 features, 70.0% accuracy
[2025-10-14T00:00:15.807211] [DEBUG] [LOCAL     ] Loaded configuration for AMT: 2 features, 80.0% accuracy
[2025-10-14T00:00:15.807530] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 2 features, 90.0% accuracy
[2025-10-14T00:00:15.809783] [INFO ] [LOCAL     ] Saved consolidated report: 1810 forecasts -> ./output/forecasts/full/2025-10-14.txt
[2025-10-14T00:00:15.809840] [INFO ] [sig       ] [3/3] Successfully generated report for 2025-10-14: 1810 entries
[2025-10-14T00:00:15.809875] [INFO ] [sig       ] ==================================================
[2025-10-14T00:00:15.809905] [INFO ] [sig       ] Report generation complete: 3/3 reports succeeded
[2025-10-14T00:00:16.630969] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: SIGR FORECAST'
[2025-10-14T00:00:16.631207] [INFO ] [sig       ] Email notification sent
[2025-10-14T00:00:16.631586] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-10-14T00:00:16.631910] [INFO ] [STATE     ] Last completion updated: 2025-10-14T00:00:16.631721